Teaching, Learning, & Professional Development Center

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How Do I Create Meaningful and Effective Assignments?

Prepared by allison boye, ph.d. teaching, learning, and professional development center.

Assessment is a necessary part of the teaching and learning process, helping us measure whether our students have really learned what we want them to learn. While exams and quizzes are certainly favorite and useful methods of assessment, out of class assignments (written or otherwise) can offer similar insights into our students' learning.  And just as creating a reliable test takes thoughtfulness and skill, so does creating meaningful and effective assignments. Undoubtedly, many instructors have been on the receiving end of disappointing student work, left wondering what went wrong… and often, those problems can be remedied in the future by some simple fine-tuning of the original assignment.  This paper will take a look at some important elements to consider when developing assignments, and offer some easy approaches to creating a valuable assessment experience for all involved.

First Things First…

Before assigning any major tasks to students, it is imperative that you first define a few things for yourself as the instructor:

  • Your goals for the assignment . Why are you assigning this project, and what do you hope your students will gain from completing it? What knowledge, skills, and abilities do you aim to measure with this assignment?  Creating assignments is a major part of overall course design, and every project you assign should clearly align with your goals for the course in general.  For instance, if you want your students to demonstrate critical thinking, perhaps asking them to simply summarize an article is not the best match for that goal; a more appropriate option might be to ask for an analysis of a controversial issue in the discipline. Ultimately, the connection between the assignment and its purpose should be clear to both you and your students to ensure that it is fulfilling the desired goals and doesn't seem like “busy work.” For some ideas about what kinds of assignments match certain learning goals, take a look at this page from DePaul University's Teaching Commons.
  • Have they experienced “socialization” in the culture of your discipline (Flaxman, 2005)? Are they familiar with any conventions you might want them to know? In other words, do they know the “language” of your discipline, generally accepted style guidelines, or research protocols?
  • Do they know how to conduct research?  Do they know the proper style format, documentation style, acceptable resources, etc.? Do they know how to use the library (Fitzpatrick, 1989) or evaluate resources?
  • What kinds of writing or work have they previously engaged in?  For instance, have they completed long, formal writing assignments or research projects before? Have they ever engaged in analysis, reflection, or argumentation? Have they completed group assignments before?  Do they know how to write a literature review or scientific report?

In his book Engaging Ideas (1996), John Bean provides a great list of questions to help instructors focus on their main teaching goals when creating an assignment (p.78):

1. What are the main units/modules in my course?

2. What are my main learning objectives for each module and for the course?

3. What thinking skills am I trying to develop within each unit and throughout the course?

4. What are the most difficult aspects of my course for students?

5. If I could change my students' study habits, what would I most like to change?

6. What difference do I want my course to make in my students' lives?

What your students need to know

Once you have determined your own goals for the assignment and the levels of your students, you can begin creating your assignment.  However, when introducing your assignment to your students, there are several things you will need to clearly outline for them in order to ensure the most successful assignments possible.

  • First, you will need to articulate the purpose of the assignment . Even though you know why the assignment is important and what it is meant to accomplish, you cannot assume that your students will intuit that purpose. Your students will appreciate an understanding of how the assignment fits into the larger goals of the course and what they will learn from the process (Hass & Osborn, 2007). Being transparent with your students and explaining why you are asking them to complete a given assignment can ultimately help motivate them to complete the assignment more thoughtfully.
  • If you are asking your students to complete a writing assignment, you should define for them the “rhetorical or cognitive mode/s” you want them to employ in their writing (Flaxman, 2005). In other words, use precise verbs that communicate whether you are asking them to analyze, argue, describe, inform, etc.  (Verbs like “explore” or “comment on” can be too vague and cause confusion.) Provide them with a specific task to complete, such as a problem to solve, a question to answer, or an argument to support.  For those who want assignments to lead to top-down, thesis-driven writing, John Bean (1996) suggests presenting a proposition that students must defend or refute, or a problem that demands a thesis answer.
  • It is also a good idea to define the audience you want your students to address with their assignment, if possible – especially with writing assignments.  Otherwise, students will address only the instructor, often assuming little requires explanation or development (Hedengren, 2004; MIT, 1999). Further, asking students to address the instructor, who typically knows more about the topic than the student, places the student in an unnatural rhetorical position.  Instead, you might consider asking your students to prepare their assignments for alternative audiences such as other students who missed last week's classes, a group that opposes their position, or people reading a popular magazine or newspaper.  In fact, a study by Bean (1996) indicated the students often appreciate and enjoy assignments that vary elements such as audience or rhetorical context, so don't be afraid to get creative!
  • Obviously, you will also need to articulate clearly the logistics or “business aspects” of the assignment . In other words, be explicit with your students about required elements such as the format, length, documentation style, writing style (formal or informal?), and deadlines.  One caveat, however: do not allow the logistics of the paper take precedence over the content in your assignment description; if you spend all of your time describing these things, students might suspect that is all you care about in their execution of the assignment.
  • Finally, you should clarify your evaluation criteria for the assignment. What elements of content are most important? Will you grade holistically or weight features separately? How much weight will be given to individual elements, etc?  Another precaution to take when defining requirements for your students is to take care that your instructions and rubric also do not overshadow the content; prescribing too rigidly each element of an assignment can limit students' freedom to explore and discover. According to Beth Finch Hedengren, “A good assignment provides the purpose and guidelines… without dictating exactly what to say” (2004, p. 27).  If you decide to utilize a grading rubric, be sure to provide that to the students along with the assignment description, prior to their completion of the assignment.

A great way to get students engaged with an assignment and build buy-in is to encourage their collaboration on its design and/or on the grading criteria (Hudd, 2003). In his article “Conducting Writing Assignments,” Richard Leahy (2002) offers a few ideas for building in said collaboration:

• Ask the students to develop the grading scale themselves from scratch, starting with choosing the categories.

• Set the grading categories yourself, but ask the students to help write the descriptions.

• Draft the complete grading scale yourself, then give it to your students for review and suggestions.

A Few Do's and Don'ts…

Determining your goals for the assignment and its essential logistics is a good start to creating an effective assignment. However, there are a few more simple factors to consider in your final design. First, here are a few things you should do :

  • Do provide detail in your assignment description . Research has shown that students frequently prefer some guiding constraints when completing assignments (Bean, 1996), and that more detail (within reason) can lead to more successful student responses.  One idea is to provide students with physical assignment handouts , in addition to or instead of a simple description in a syllabus.  This can meet the needs of concrete learners and give them something tangible to refer to.  Likewise, it is often beneficial to make explicit for students the process or steps necessary to complete an assignment, given that students – especially younger ones – might need guidance in planning and time management (MIT, 1999).
  • Do use open-ended questions.  The most effective and challenging assignments focus on questions that lead students to thinking and explaining, rather than simple yes or no answers, whether explicitly part of the assignment description or in the  brainstorming heuristics (Gardner, 2005).
  • Do direct students to appropriate available resources . Giving students pointers about other venues for assistance can help them get started on the right track independently. These kinds of suggestions might include information about campus resources such as the University Writing Center or discipline-specific librarians, suggesting specific journals or books, or even sections of their textbook, or providing them with lists of research ideas or links to acceptable websites.
  • Do consider providing models – both successful and unsuccessful models (Miller, 2007). These models could be provided by past students, or models you have created yourself.  You could even ask students to evaluate the models themselves using the determined evaluation criteria, helping them to visualize the final product, think critically about how to complete the assignment, and ideally, recognize success in their own work.
  • Do consider including a way for students to make the assignment their own. In their study, Hass and Osborn (2007) confirmed the importance of personal engagement for students when completing an assignment.  Indeed, students will be more engaged in an assignment if it is personally meaningful, practical, or purposeful beyond the classroom.  You might think of ways to encourage students to tap into their own experiences or curiosities, to solve or explore a real problem, or connect to the larger community.  Offering variety in assignment selection can also help students feel more individualized, creative, and in control.
  • If your assignment is substantial or long, do consider sequencing it. Far too often, assignments are given as one-shot final products that receive grades at the end of the semester, eternally abandoned by the student.  By sequencing a large assignment, or essentially breaking it down into a systematic approach consisting of interconnected smaller elements (such as a project proposal, an annotated bibliography, or a rough draft, or a series of mini-assignments related to the longer assignment), you can encourage thoughtfulness, complexity, and thoroughness in your students, as well as emphasize process over final product.

Next are a few elements to avoid in your assignments:

  • Do not ask too many questions in your assignment.  In an effort to challenge students, instructors often err in the other direction, asking more questions than students can reasonably address in a single assignment without losing focus. Offering an overly specific “checklist” prompt often leads to externally organized papers, in which inexperienced students “slavishly follow the checklist instead of integrating their ideas into more organically-discovered structure” (Flaxman, 2005).
  • Do not expect or suggest that there is an “ideal” response to the assignment. A common error for instructors is to dictate content of an assignment too rigidly, or to imply that there is a single correct response or a specific conclusion to reach, either explicitly or implicitly (Flaxman, 2005). Undoubtedly, students do not appreciate feeling as if they must read an instructor's mind to complete an assignment successfully, or that their own ideas have nowhere to go, and can lose motivation as a result. Similarly, avoid assignments that simply ask for regurgitation (Miller, 2007). Again, the best assignments invite students to engage in critical thinking, not just reproduce lectures or readings.
  • Do not provide vague or confusing commands . Do students know what you mean when they are asked to “examine” or “discuss” a topic? Return to what you determined about your students' experiences and levels to help you decide what directions will make the most sense to them and what will require more explanation or guidance, and avoid verbiage that might confound them.
  • Do not impose impossible time restraints or require the use of insufficient resources for completion of the assignment.  For instance, if you are asking all of your students to use the same resource, ensure that there are enough copies available for all students to access – or at least put one copy on reserve in the library. Likewise, make sure that you are providing your students with ample time to locate resources and effectively complete the assignment (Fitzpatrick, 1989).

The assignments we give to students don't simply have to be research papers or reports. There are many options for effective yet creative ways to assess your students' learning! Here are just a few:

Journals, Posters, Portfolios, Letters, Brochures, Management plans, Editorials, Instruction Manuals, Imitations of a text, Case studies, Debates, News release, Dialogues, Videos, Collages, Plays, Power Point presentations

Ultimately, the success of student responses to an assignment often rests on the instructor's deliberate design of the assignment. By being purposeful and thoughtful from the beginning, you can ensure that your assignments will not only serve as effective assessment methods, but also engage and delight your students. If you would like further help in constructing or revising an assignment, the Teaching, Learning, and Professional Development Center is glad to offer individual consultations. In addition, look into some of the resources provided below.

Online Resources

“Creating Effective Assignments” http://www.unh.edu/teaching-excellence/resources/Assignments.htm This site, from the University of New Hampshire's Center for Excellence in Teaching and Learning,  provides a brief overview of effective assignment design, with a focus on determining and communicating goals and expectations.

Gardner, T.  (2005, June 12). Ten Tips for Designing Writing Assignments. Traci's Lists of Ten. http://www.tengrrl.com/tens/034.shtml This is a brief yet useful list of tips for assignment design, prepared by a writing teacher and curriculum developer for the National Council of Teachers of English .  The website will also link you to several other lists of “ten tips” related to literacy pedagogy.

“How to Create Effective Assignments for College Students.”  http:// tilt.colostate.edu/retreat/2011/zimmerman.pdf     This PDF is a simplified bulleted list, prepared by Dr. Toni Zimmerman from Colorado State University, offering some helpful ideas for coming up with creative assignments.

“Learner-Centered Assessment” http://cte.uwaterloo.ca/teaching_resources/tips/learner_centered_assessment.html From the Centre for Teaching Excellence at the University of Waterloo, this is a short list of suggestions for the process of designing an assessment with your students' interests in mind. “Matching Learning Goals to Assignment Types.” http://teachingcommons.depaul.edu/How_to/design_assignments/assignments_learning_goals.html This is a great page from DePaul University's Teaching Commons, providing a chart that helps instructors match assignments with learning goals.

Additional References Bean, J.C. (1996). Engaging ideas: The professor's guide to integrating writing, critical thinking, and active learning in the classroom . San Francisco: Jossey-Bass.

Fitzpatrick, R. (1989). Research and writing assignments that reduce fear lead to better papers and more confident students. Writing Across the Curriculum , 3.2, pp. 15 – 24.

Flaxman, R. (2005). Creating meaningful writing assignments. The Teaching Exchange .  Retrieved Jan. 9, 2008 from http://www.brown.edu/Administration/Sheridan_Center/pubs/teachingExchange/jan2005/01_flaxman.pdf

Hass, M. & Osborn, J. (2007, August 13). An emic view of student writing and the writing process. Across the Disciplines, 4. 

Hedengren, B.F. (2004). A TA's guide to teaching writing in all disciplines . Boston: Bedford/St. Martin's.

Hudd, S. S. (2003, April). Syllabus under construction: Involving students in the creation of class assignments.  Teaching Sociology , 31, pp. 195 – 202.

Leahy, R. (2002). Conducting writing assignments. College Teaching , 50.2, pp. 50 – 54.

Miller, H. (2007). Designing effective writing assignments.  Teaching with writing .  University of Minnesota Center for Writing. Retrieved Jan. 9, 2008, from http://writing.umn.edu/tww/assignments/designing.html

MIT Online Writing and Communication Center (1999). Creating Writing Assignments. Retrieved January 9, 2008 from http://web.mit.edu/writing/Faculty/createeffective.html .

Contact TTU

The Writing Center • University of North Carolina at Chapel Hill

Understanding Assignments

What this handout is about.

The first step in any successful college writing venture is reading the assignment. While this sounds like a simple task, it can be a tough one. This handout will help you unravel your assignment and begin to craft an effective response. Much of the following advice will involve translating typical assignment terms and practices into meaningful clues to the type of writing your instructor expects. See our short video for more tips.

Basic beginnings

Regardless of the assignment, department, or instructor, adopting these two habits will serve you well :

  • Read the assignment carefully as soon as you receive it. Do not put this task off—reading the assignment at the beginning will save you time, stress, and problems later. An assignment can look pretty straightforward at first, particularly if the instructor has provided lots of information. That does not mean it will not take time and effort to complete; you may even have to learn a new skill to complete the assignment.
  • Ask the instructor about anything you do not understand. Do not hesitate to approach your instructor. Instructors would prefer to set you straight before you hand the paper in. That’s also when you will find their feedback most useful.

Assignment formats

Many assignments follow a basic format. Assignments often begin with an overview of the topic, include a central verb or verbs that describe the task, and offer some additional suggestions, questions, or prompts to get you started.

An Overview of Some Kind

The instructor might set the stage with some general discussion of the subject of the assignment, introduce the topic, or remind you of something pertinent that you have discussed in class. For example:

“Throughout history, gerbils have played a key role in politics,” or “In the last few weeks of class, we have focused on the evening wear of the housefly …”

The Task of the Assignment

Pay attention; this part tells you what to do when you write the paper. Look for the key verb or verbs in the sentence. Words like analyze, summarize, or compare direct you to think about your topic in a certain way. Also pay attention to words such as how, what, when, where, and why; these words guide your attention toward specific information. (See the section in this handout titled “Key Terms” for more information.)

“Analyze the effect that gerbils had on the Russian Revolution”, or “Suggest an interpretation of housefly undergarments that differs from Darwin’s.”

Additional Material to Think about

Here you will find some questions to use as springboards as you begin to think about the topic. Instructors usually include these questions as suggestions rather than requirements. Do not feel compelled to answer every question unless the instructor asks you to do so. Pay attention to the order of the questions. Sometimes they suggest the thinking process your instructor imagines you will need to follow to begin thinking about the topic.

“You may wish to consider the differing views held by Communist gerbils vs. Monarchist gerbils, or Can there be such a thing as ‘the housefly garment industry’ or is it just a home-based craft?”

These are the instructor’s comments about writing expectations:

“Be concise”, “Write effectively”, or “Argue furiously.”

Technical Details

These instructions usually indicate format rules or guidelines.

“Your paper must be typed in Palatino font on gray paper and must not exceed 600 pages. It is due on the anniversary of Mao Tse-tung’s death.”

The assignment’s parts may not appear in exactly this order, and each part may be very long or really short. Nonetheless, being aware of this standard pattern can help you understand what your instructor wants you to do.

Interpreting the assignment

Ask yourself a few basic questions as you read and jot down the answers on the assignment sheet:

Why did your instructor ask you to do this particular task?

Who is your audience.

  • What kind of evidence do you need to support your ideas?

What kind of writing style is acceptable?

  • What are the absolute rules of the paper?

Try to look at the question from the point of view of the instructor. Recognize that your instructor has a reason for giving you this assignment and for giving it to you at a particular point in the semester. In every assignment, the instructor has a challenge for you. This challenge could be anything from demonstrating an ability to think clearly to demonstrating an ability to use the library. See the assignment not as a vague suggestion of what to do but as an opportunity to show that you can handle the course material as directed. Paper assignments give you more than a topic to discuss—they ask you to do something with the topic. Keep reminding yourself of that. Be careful to avoid the other extreme as well: do not read more into the assignment than what is there.

Of course, your instructor has given you an assignment so that he or she will be able to assess your understanding of the course material and give you an appropriate grade. But there is more to it than that. Your instructor has tried to design a learning experience of some kind. Your instructor wants you to think about something in a particular way for a particular reason. If you read the course description at the beginning of your syllabus, review the assigned readings, and consider the assignment itself, you may begin to see the plan, purpose, or approach to the subject matter that your instructor has created for you. If you still aren’t sure of the assignment’s goals, try asking the instructor. For help with this, see our handout on getting feedback .

Given your instructor’s efforts, it helps to answer the question: What is my purpose in completing this assignment? Is it to gather research from a variety of outside sources and present a coherent picture? Is it to take material I have been learning in class and apply it to a new situation? Is it to prove a point one way or another? Key words from the assignment can help you figure this out. Look for key terms in the form of active verbs that tell you what to do.

Key Terms: Finding Those Active Verbs

Here are some common key words and definitions to help you think about assignment terms:

Information words Ask you to demonstrate what you know about the subject, such as who, what, when, where, how, and why.

  • define —give the subject’s meaning (according to someone or something). Sometimes you have to give more than one view on the subject’s meaning
  • describe —provide details about the subject by answering question words (such as who, what, when, where, how, and why); you might also give details related to the five senses (what you see, hear, feel, taste, and smell)
  • explain —give reasons why or examples of how something happened
  • illustrate —give descriptive examples of the subject and show how each is connected with the subject
  • summarize —briefly list the important ideas you learned about the subject
  • trace —outline how something has changed or developed from an earlier time to its current form
  • research —gather material from outside sources about the subject, often with the implication or requirement that you will analyze what you have found

Relation words Ask you to demonstrate how things are connected.

  • compare —show how two or more things are similar (and, sometimes, different)
  • contrast —show how two or more things are dissimilar
  • apply—use details that you’ve been given to demonstrate how an idea, theory, or concept works in a particular situation
  • cause —show how one event or series of events made something else happen
  • relate —show or describe the connections between things

Interpretation words Ask you to defend ideas of your own about the subject. Do not see these words as requesting opinion alone (unless the assignment specifically says so), but as requiring opinion that is supported by concrete evidence. Remember examples, principles, definitions, or concepts from class or research and use them in your interpretation.

  • assess —summarize your opinion of the subject and measure it against something
  • prove, justify —give reasons or examples to demonstrate how or why something is the truth
  • evaluate, respond —state your opinion of the subject as good, bad, or some combination of the two, with examples and reasons
  • support —give reasons or evidence for something you believe (be sure to state clearly what it is that you believe)
  • synthesize —put two or more things together that have not been put together in class or in your readings before; do not just summarize one and then the other and say that they are similar or different—you must provide a reason for putting them together that runs all the way through the paper
  • analyze —determine how individual parts create or relate to the whole, figure out how something works, what it might mean, or why it is important
  • argue —take a side and defend it with evidence against the other side

More Clues to Your Purpose As you read the assignment, think about what the teacher does in class:

  • What kinds of textbooks or coursepack did your instructor choose for the course—ones that provide background information, explain theories or perspectives, or argue a point of view?
  • In lecture, does your instructor ask your opinion, try to prove her point of view, or use keywords that show up again in the assignment?
  • What kinds of assignments are typical in this discipline? Social science classes often expect more research. Humanities classes thrive on interpretation and analysis.
  • How do the assignments, readings, and lectures work together in the course? Instructors spend time designing courses, sometimes even arguing with their peers about the most effective course materials. Figuring out the overall design to the course will help you understand what each assignment is meant to achieve.

Now, what about your reader? Most undergraduates think of their audience as the instructor. True, your instructor is a good person to keep in mind as you write. But for the purposes of a good paper, think of your audience as someone like your roommate: smart enough to understand a clear, logical argument, but not someone who already knows exactly what is going on in your particular paper. Remember, even if the instructor knows everything there is to know about your paper topic, he or she still has to read your paper and assess your understanding. In other words, teach the material to your reader.

Aiming a paper at your audience happens in two ways: you make decisions about the tone and the level of information you want to convey.

  • Tone means the “voice” of your paper. Should you be chatty, formal, or objective? Usually you will find some happy medium—you do not want to alienate your reader by sounding condescending or superior, but you do not want to, um, like, totally wig on the man, you know? Eschew ostentatious erudition: some students think the way to sound academic is to use big words. Be careful—you can sound ridiculous, especially if you use the wrong big words.
  • The level of information you use depends on who you think your audience is. If you imagine your audience as your instructor and she already knows everything you have to say, you may find yourself leaving out key information that can cause your argument to be unconvincing and illogical. But you do not have to explain every single word or issue. If you are telling your roommate what happened on your favorite science fiction TV show last night, you do not say, “First a dark-haired white man of average height, wearing a suit and carrying a flashlight, walked into the room. Then a purple alien with fifteen arms and at least three eyes turned around. Then the man smiled slightly. In the background, you could hear a clock ticking. The room was fairly dark and had at least two windows that I saw.” You also do not say, “This guy found some aliens. The end.” Find some balance of useful details that support your main point.

You’ll find a much more detailed discussion of these concepts in our handout on audience .

The Grim Truth

With a few exceptions (including some lab and ethnography reports), you are probably being asked to make an argument. You must convince your audience. It is easy to forget this aim when you are researching and writing; as you become involved in your subject matter, you may become enmeshed in the details and focus on learning or simply telling the information you have found. You need to do more than just repeat what you have read. Your writing should have a point, and you should be able to say it in a sentence. Sometimes instructors call this sentence a “thesis” or a “claim.”

So, if your instructor tells you to write about some aspect of oral hygiene, you do not want to just list: “First, you brush your teeth with a soft brush and some peanut butter. Then, you floss with unwaxed, bologna-flavored string. Finally, gargle with bourbon.” Instead, you could say, “Of all the oral cleaning methods, sandblasting removes the most plaque. Therefore it should be recommended by the American Dental Association.” Or, “From an aesthetic perspective, moldy teeth can be quite charming. However, their joys are short-lived.”

Convincing the reader of your argument is the goal of academic writing. It doesn’t have to say “argument” anywhere in the assignment for you to need one. Look at the assignment and think about what kind of argument you could make about it instead of just seeing it as a checklist of information you have to present. For help with understanding the role of argument in academic writing, see our handout on argument .

What kind of evidence do you need?

There are many kinds of evidence, and what type of evidence will work for your assignment can depend on several factors–the discipline, the parameters of the assignment, and your instructor’s preference. Should you use statistics? Historical examples? Do you need to conduct your own experiment? Can you rely on personal experience? See our handout on evidence for suggestions on how to use evidence appropriately.

Make sure you are clear about this part of the assignment, because your use of evidence will be crucial in writing a successful paper. You are not just learning how to argue; you are learning how to argue with specific types of materials and ideas. Ask your instructor what counts as acceptable evidence. You can also ask a librarian for help. No matter what kind of evidence you use, be sure to cite it correctly—see the UNC Libraries citation tutorial .

You cannot always tell from the assignment just what sort of writing style your instructor expects. The instructor may be really laid back in class but still expect you to sound formal in writing. Or the instructor may be fairly formal in class and ask you to write a reflection paper where you need to use “I” and speak from your own experience.

Try to avoid false associations of a particular field with a style (“art historians like wacky creativity,” or “political scientists are boring and just give facts”) and look instead to the types of readings you have been given in class. No one expects you to write like Plato—just use the readings as a guide for what is standard or preferable to your instructor. When in doubt, ask your instructor about the level of formality she or he expects.

No matter what field you are writing for or what facts you are including, if you do not write so that your reader can understand your main idea, you have wasted your time. So make clarity your main goal. For specific help with style, see our handout on style .

Technical details about the assignment

The technical information you are given in an assignment always seems like the easy part. This section can actually give you lots of little hints about approaching the task. Find out if elements such as page length and citation format (see the UNC Libraries citation tutorial ) are negotiable. Some professors do not have strong preferences as long as you are consistent and fully answer the assignment. Some professors are very specific and will deduct big points for deviations.

Usually, the page length tells you something important: The instructor thinks the size of the paper is appropriate to the assignment’s parameters. In plain English, your instructor is telling you how many pages it should take for you to answer the question as fully as you are expected to. So if an assignment is two pages long, you cannot pad your paper with examples or reword your main idea several times. Hit your one point early, defend it with the clearest example, and finish quickly. If an assignment is ten pages long, you can be more complex in your main points and examples—and if you can only produce five pages for that assignment, you need to see someone for help—as soon as possible.

Tricks that don’t work

Your instructors are not fooled when you:

  • spend more time on the cover page than the essay —graphics, cool binders, and cute titles are no replacement for a well-written paper.
  • use huge fonts, wide margins, or extra spacing to pad the page length —these tricks are immediately obvious to the eye. Most instructors use the same word processor you do. They know what’s possible. Such tactics are especially damning when the instructor has a stack of 60 papers to grade and yours is the only one that low-flying airplane pilots could read.
  • use a paper from another class that covered “sort of similar” material . Again, the instructor has a particular task for you to fulfill in the assignment that usually relates to course material and lectures. Your other paper may not cover this material, and turning in the same paper for more than one course may constitute an Honor Code violation . Ask the instructor—it can’t hurt.
  • get all wacky and “creative” before you answer the question . Showing that you are able to think beyond the boundaries of a simple assignment can be good, but you must do what the assignment calls for first. Again, check with your instructor. A humorous tone can be refreshing for someone grading a stack of papers, but it will not get you a good grade if you have not fulfilled the task.

Critical reading of assignments leads to skills in other types of reading and writing. If you get good at figuring out what the real goals of assignments are, you are going to be better at understanding the goals of all of your classes and fields of study.

You may reproduce it for non-commercial use if you use the entire handout and attribute the source: The Writing Center, University of North Carolina at Chapel Hill

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Types of Assignments

Cristy Bartlett and Kate Derrington

Hand higghlighting notes on paper

Introduction

As discussed in the previous chapter, assignments are a common method of assessment at university. You may encounter many assignments over your years of study, yet some will look quite different from others. By recognising different types of assignments and understanding the purpose of the task, you can direct your writing skills effectively to meet task requirements. This chapter draws on the skills from the previous chapter, and extends the discussion, showing you where to aim with different types of assignments.

The chapter begins by exploring the popular essay assignment, with its two common categories, analytical and argumentative essays. It then examines assignments requiring case study responses , as often encountered in fields such as health or business. This is followed by a discussion of assignments seeking a report (such as a scientific report) and reflective writing assignments, common in nursing, education and human services. The chapter concludes with an examination of annotated bibliographies and literature reviews. The chapter also has a selection of templates and examples throughout to enhance your understanding and improve the efficacy of  your assignment writing skills.

Different Types of Written Assignments

At university, an essay is a common form of assessment. In the previous chapter Writing Assignments we discussed what was meant by showing academic writing in your assignments. It is important that you consider these aspects of structure, tone and language when writing an essay.

Components of an essay

Essays should use formal but reader friendly language and have a clear and logical structure. They must include research from credible academic sources such as peer reviewed journal articles and textbooks. This research should be referenced throughout your essay to support your ideas (See the chapter Working with Information ).

Diagram that allocates words of assignment

If you have never written an essay before, you may feel unsure about how to start.  Breaking your essay into sections and allocating words accordingly will make this process more manageable and will make planning the overall essay structure much easier.

  • An essay requires an introduction, body paragraphs and a conclusion.
  • Generally, an introduction and conclusion are approximately 10% each of the total word count.
  • The remaining words can then be divided into sections and a paragraph allowed for each area of content you need to cover.
  • Use your task and criteria sheet to decide what content needs to be in your plan

An effective essay introduction needs to inform your reader by doing four basic things:

Table 20.1 An effective essay

An effective essay body paragraph needs to:

An effective essay conclusion needs to:

Elements of essay in diagram

Common types of essays

You may be required to write different types of essays, depending on your study area and topic. Two of the most commonly used essays are analytical and argumentative .  The task analysis process discussed in the previous chapter Writing Assignments will help you determine the type of essay required. For example, if your assignment question uses task words such as analyse, examine, discuss, determine or explore, you would be writing an analytical essay . If your assignment question has task words such as argue, evaluate, justify or assess, you would be writing an argumentative essay . Despite the type of essay, your ability to analyse and think critically is important and common across genres.  

Analytical essays

Woman writing an essay

These essays usually provide some background description of the relevant theory, situation, problem, case, image, etcetera that is your topic. Being analytical requires you to look carefully at various components or sections of your topic in a methodical and logical way to create understanding.

The purpose of the analytical essay is to demonstrate your ability to examine the topic thoroughly. This requires you to go deeper than description by considering different sides of the situation, comparing and contrasting a variety of theories and the positives and negatives of the topic. Although in an analytical essay your position on the topic may be clear, it is not necessarily a requirement that you explicitly identify this with a thesis statement, as is the case with an argumentative essay. If you are unsure whether you are required to take a position, and provide a thesis statement, it is best to check with your tutor.

Argumentative essays

These essays require you to take a position on the assignment topic. This is expressed through your thesis statement in your introduction. You must then present and develop your arguments throughout the body of your assignment using logically structured paragraphs. Each of these paragraphs needs a topic sentence that relates to the thesis statement. In an argumentative essay, you must reach a conclusion based on the evidence you have presented.

Case Study Responses

Case studies are a common form of assignment in many study areas and students can underperform in this genre for a number of key reasons.

Students typically lose marks for not:

  • Relating their answer sufficiently to the case details
  • Applying critical thinking
  • Writing with clear structure
  • Using appropriate or sufficient sources
  • Using accurate referencing

When structuring your response to a case study, remember to refer to the case. Structure your paragraphs similarly to an essay paragraph structure but include examples and data from the case as additional evidence to support your points (see Figure 20.5 ). The colours in the sample paragraph below show the function of each component.

Diagram fo structure of case study

The Nursing and Midwifery Board of Australia (NMBA) Code of Conduct and Nursing Standards (2018) play a crucial role in determining the scope of practice for nurses and midwives. A key component discussed in the code is the provision of person-centred care and the formation of therapeutic relationships between nurses and patients (NMBA, 2018). This ensures patient safety and promotes health and wellbeing (NMBA, 2018). The standards also discuss the importance of partnership and shared decision-making in the delivery of care (NMBA, 2018, 4). Boyd and Dare (2014) argue that good communication skills are vital for building therapeutic relationships and trust between patients and care givers. This will help ensure the patient is treated with dignity and respect and improve their overall hospital experience. In the case, the therapeutic relationship with the client has been compromised in several ways. Firstly, the nurse did not conform adequately to the guidelines for seeking informed consent before performing the examination as outlined in principle 2.3 (NMBA, 2018). Although she explained the procedure, she failed to give the patient appropriate choices regarding her health care. 

Topic sentence | Explanations using paraphrased evidence including in-text references | Critical thinking (asks the so what? question to demonstrate your student voice). | Relating the theory back to the specifics of the case. The case becomes a source of examples as extra evidence to support the points you are making.

Reports are a common form of assessment at university and are also used widely in many professions. It is a common form of writing in business, government, scientific, and technical occupations.

Reports can take many different structures. A report is normally written to present information in a structured manner, which may include explaining laboratory experiments, technical information, or a business case.  Reports may be written for different audiences including clients, your manager, technical staff, or senior leadership within an organisation. The structure of reports can vary, and it is important to consider what format is required. The choice of structure will depend upon professional requirements and the ultimate aims of the report. Consider some of the options in the table below (see Table 20.2 ).

Table 20.2 Explanations of different types of reports

Reflective writing.

Reflective flower

Reflective writing is a popular method of assessment at university. It is used to help you explore feelings, experiences, opinions, events or new information to gain a clearer and deeper understanding of your learning. A reflective writing task requires more than a description or summary.  It requires you to analyse a situation, problem or experience, consider what you may have learnt and evaluate how this may impact your thinking and actions in the future. This requires critical thinking, analysis, and usually the application of good quality research, to demonstrate your understanding or learning from a situation. Essentially, reflective practice is the process of looking back on past experiences and engaging with them in a thoughtful way and drawing conclusions to inform future experiences. The reflection skills you develop at university will be vital in the workplace to assist you to use feedback for growth and continuous improvement. There are numerous models of reflective writing and you should refer to your subject guidelines for your expected format. If there is no specific framework, a simple model to help frame your thinking is What? So what? Now what?   (Rolfe et al., 2001).

Diagram of bubbles that state what, now what, so what

Table 20.3 What? So What? Now What? Explained.

Gibb's reflective cycle of decription, feelings, evauation, analysis, action plan, cocnlusion

The Gibbs’ Reflective Cycle

The Gibbs’ Cycle of reflection encourages you to consider your feelings as part of the reflective process. There are six specific steps to work through. Following this model carefully and being clear of the requirements of each stage, will help you focus your thinking and reflect more deeply. This model is popular in Health.

The 4 R’s of reflective thinking

This model (Ryan and Ryan, 2013) was designed specifically for university students engaged in experiential learning.  Experiential learning includes any ‘real-world’ activities including practice led activities, placements and internships.  Experiential learning, and the use of reflective practice to heighten this learning, is common in Creative Arts, Health and Education.

Annotated Bibliography

What is it.

An annotated bibliography is an alphabetical list of appropriate sources (books, journals or websites) on a topic, accompanied by a brief summary, evaluation and sometimes an explanation or reflection on their usefulness or relevance to your topic. Its purpose is to teach you to research carefully, evaluate sources and systematically organise your notes. An annotated bibliography may be one part of a larger assessment item or a stand-alone assessment piece. Check your task guidelines for the number of sources you are required to annotate and the word limit for each entry.

How do I know what to include?

When choosing sources for your annotated bibliography it is important to determine:

  • The topic you are investigating and if there is a specific question to answer
  • The type of sources on which you need to focus
  • Whether they are reputable and of high quality

What do I say?

Important considerations include:

  • Is the work current?
  • Is the work relevant to your topic?
  • Is the author credible/reliable?
  • Is there any author bias?
  • The strength and limitations (this may include an evaluation of research methodology).

Annnotated bibliography example

Literature Reviews

It is easy to get confused by the terminology used for literature reviews. Some tasks may be described as a systematic literature review when actually the requirement is simpler; to review the literature on the topic but do it in a systematic way. There is a distinct difference (see Table 20.4 ). As a commencing undergraduate student, it is unlikely you would be expected to complete a systematic literature review as this is a complex and more advanced research task. It is important to check with your lecturer or tutor if you are unsure of the requirements.

Table 20.4 Comparison of Literature Reviews

Generally, you are required to establish the main ideas that have been written on your chosen topic. You may also be expected to identify gaps in the research. A literature review does not summarise and evaluate each resource you find (this is what you would do in an annotated bibliography). You are expected to analyse and synthesise or organise common ideas from multiple texts into key themes which are relevant to your topic (see Figure 20.10 ). Use a table or a spreadsheet, if you know how, to organise the information you find. Record the full reference details of the sources as this will save you time later when compiling your reference list (see Table 20.5 ).

Table of themes

Overall, this chapter has provided an introduction to the types of assignments you can expect to complete at university, as well as outlined some tips and strategies with examples and templates for completing them. First, the chapter investigated essay assignments, including analytical and argumentative essays. It then examined case study assignments, followed by a discussion of the report format. Reflective writing , popular in nursing, education and human services, was also considered. Finally, the chapter briefly addressed annotated bibliographies and literature reviews. The chapter also has a selection of templates and examples throughout to enhance your understanding and improve the efficacy of your assignment writing skills.

  • Not all assignments at university are the same. Understanding the requirements of different types of assignments will assist in meeting the criteria more effectively.
  • There are many different types of assignments. Most will require an introduction, body paragraphs and a conclusion.
  • An essay should have a clear and logical structure and use formal but reader friendly language.
  • Breaking your assignment into manageable chunks makes it easier to approach.
  • Effective body paragraphs contain a topic sentence.
  • A case study structure is similar to an essay, but you must remember to provide examples from the case or scenario to demonstrate your points.
  • The type of report you may be required to write will depend on its purpose and audience. A report requires structured writing and uses headings.
  • Reflective writing is popular in many disciplines and is used to explore feelings, experiences, opinions or events to discover what learning or understanding has occurred. Reflective writing requires more than description. You need to be analytical, consider what has been learnt and evaluate the impact of this on future actions.
  • Annotated bibliographies teach you to research and evaluate sources and systematically organise your notes. They may be part of a larger assignment.
  • Literature reviews require you to look across the literature and analyse and synthesise the information you find into themes.

Gibbs, G. (1988). Learning by doing: A guide to teaching and learning methods. Further Education Unit, Oxford Brookes University, Oxford.

Rolfe, G., Freshwater, D., Jasper, M. (2001). Critical reflection in nursing and the helping professions: a user’s guide . Basingstoke: Palgrave Macmillan.

Ryan, M. & Ryan, M. (2013). Theorising a model for teaching and assessing reflective learning in higher education.  Higher Education Research & Development , 32(2), 244-257. doi: 10.1080/07294360.2012.661704

Academic Success Copyright © 2021 by Cristy Bartlett and Kate Derrington is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License , except where otherwise noted.

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4.3: Types of Assignments

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  • Page ID 133160

  • Ana Stevenson
  • James Cook University via James Cook University

Hand higghlighting notes on paper

Introduction

As discussed in the previous chapter, assignments are a common method of assessment at university. You may encounter many assignments over your years of study, yet some will look quite different from others. By recognising different types of assignments and understanding the purpose of the task, you can direct your writing skills effectively to meet task requirements. This chapter draws on the skills from the previous chapter, and extends the discussion, showing you where to aim with different types of assignments.

The chapter begins by exploring the popular essay assignment, with its two common categories, analytical and argumentative essays. It then examines assignments requiring case study responses , as often encountered in fields such as health or business. This is followed by a discussion of assignments seeking a report (such as a scientific report) and reflective writing assignments, which are common in nursing, education, and human services. The chapter concludes with an examination of annotated bibliographies and literature reviews. The chapter also has a selection of templates and examples throughout to enhance your understanding and improve the efficacy of your assignment writing skills.

Different Types of Written Assignments

At university, an essay is a common form of assessment. In the previous chapter Writing Assignments, we discussed what was meant by showing academic writing in your assignments. It is important that you consider these aspects of structure, tone, and language when writing an essay.

Components of an essay

Essays should use formal but reader-friendly language and have a clear and logical structure. They must include research from credible academic sources such as peer reviewed journal articles and textbooks. This research should be referenced throughout your essay to support your ideas (see the chapter Working with Information).

Diagram that allocates words of assignment

If you have never written an essay before, you may feel unsure about how to start. Breaking your essay into sections and allocating words accordingly will make this process more manageable and will make planning the overall essay structure much easier.

  • An essay requires an introduction, body paragraphs, and a conclusion.
  • Generally, an introduction and conclusion are each approximately 10% of the total word count.
  • The remaining words can then be divided into sections and a paragraph allowed for each area of content you need to cover.
  • Use your task and criteria sheet to decide what content needs to be in your plan

An effective essay introduction needs to inform your reader by doing four basic things:

An effective essay body paragraph needs to:

An effective essay conclusion needs to:

Elements of essay in diagram

Common types of essays

You may be required to write different types of essays, depending on your study area and topic. Two of the most commonly used essays are analytical and argumentative . The task analysis process discussed in the previous chapter Writing Assignments will help you determine the type of essay required. For example, if your assignment question uses task words such as analyse, examine, discuss, determine, or explore, then you would be writing an analytical essay . If your assignment question has task words such as argue, evaluate, justify, or assess, then you would be writing an argumentative essay . Regardless of the type of essay, your ability to analyse and think critically is important and common across genres.

Analytical essays

These essays usually provide some background description of the relevant theory, situation, problem, case, image, etcetera that is your topic. Being analytical requires you to look carefully at various components or sections of your topic in a methodical and logical way to create understanding.

The purpose of the analytical essay is to demonstrate your ability to examine the topic thoroughly. This requires you to go deeper than description by considering different sides of the situation, comparing and contrasting a variety of theories and the positives and negatives of the topic. Although your position on the topic may be clear in an analytical essay, it is not necessarily a requirement that you explicitly identify this with a thesis statement. In an argumentative essay, however, it is necessary that you explicitly identify your position on the topic with a thesis statement. If you are unsure whether you are required to take a position, and provide a thesis statement, it is best to check with your tutor.

Argumentative essays

These essays require you to take a position on the assignment topic. This is expressed through your thesis statement in your introduction. You must then present and develop your arguments throughout the body of your assignment using logically structured paragraphs. Each of these paragraphs needs a topic sentence that relates to the thesis statement. In an argumentative essay, you must reach a conclusion based on the evidence you have presented.

Case study responses

Case studies are a common form of assignment in many study areas and students can underperform in this genre for a number of key reasons.

Students typically lose marks for not:

  • Relating their answer sufficiently to the case details.
  • Applying critical thinking.
  • Writing with clear structure.
  • Using appropriate or sufficient sources.
  • Using accurate referencing.

When structuring your response to a case study, remember to refer to the case. Structure your paragraphs similarly to an essay paragraph structure, but include examples and data from the case as additional evidence to support your points (see Figure 68). The colours in the sample paragraph below show the function of each component.

Diagram fo structure of case study

The Nursing and Midwifery Board of Australia (NMBA) Code of Conduct and Nursing Standards (2018) play a crucial role in determining the scope of practice for nurses and midwives. A key component discussed in the code is the provision of person-centred care and the formation of therapeutic relationships between nurses and patients (NMBA, 2018). This ensures patient safety and promotes health and wellbeing (NMBA, 2018). The standards also discuss the importance of partnership and shared decision-making in the delivery of care (NMBA, 2018, 4). Boyd and Dare (2014) argue that good communication skills are vital for building therapeutic relationships and trust between patients and care givers. This will help ensure the patient is treated with dignity and respect and improve their overall hospital experience. In the case, the therapeutic relationship with the client has been compromised in several ways. Firstly, the nurse did not conform adequately to the guidelines for seeking informed consent before performing the examination as outlined in principle 2.3 (NMBA, 2018). Although she explained the procedure, she failed to give the patient appropriate choices regarding her health care.

Topic sentence | Explanations using paraphrased evidence including in-text references | Critical thinking (asks the so what? question to demonstrate your student voice). | Relating the theory back to the specifics of the case. The case becomes a source of examples as extra evidence to support the points you are making.

Reports are a common form of assessment at university and are also used widely in many professions. It is a common form of writing in business, government, scientific, and technical occupations.

Reports can take many different structures. A report is normally written to present information in a structured manner, which may include explaining laboratory experiments, technical information, or a business case. Reports may be written for different audiences, including clients, your manager, technical staff, or senior leadership within an organisation. The structure of reports can vary, and it is important to consider what format is required. The choice of structure will depend upon professional requirements and the ultimate aims of the report. Consider some of the options in the table below (see Table 18.2).

Reflective writing

Reflective writing is a popular method of assessment at university. It is used to help you explore feelings, experiences, opinions, events, or new information to gain a clearer and deeper understanding of your learning.

Reflective flower

A reflective writing task requires more than a description or summary. It requires you to analyse a situation, problem or experience, consider what you may have learnt, and evaluate how this may impact your thinking and actions in the future. This requires critical thinking, analysis, and usually the application of good quality research, to demonstrate your understanding or learning from a situation.

Diagram of bubbles that state what, now what, so what

Essentially, reflective practice is the process of looking back on past experiences and engaging with them in a thoughtful way and drawing conclusions to inform future experiences. The reflection skills you develop at university will be vital in the workplace to assist you to use feedback for growth and continuous improvement. There are numerous models of reflective writing and you should refer to your subject guidelines for your expected format. If there is no specific framework, a simple model to help frame your thinking is What? So what? Now what? (Rolfe et al., 2001).

The Gibbs’ Reflective Cycle

The Gibbs’ Cycle of reflection encourages you to consider your feelings as part of the reflective process. There are six specific steps to work through. Following this model carefully and being clear of the requirements of each stage, will help you focus your thinking and reflect more deeply. This model is popular in Health.

Gibb's reflective cycle of decription, feelings, evauation, analysis, action plan, cocnlusion

The 4 R’s of reflective thinking

This model (Ryan and Ryan, 2013) was designed specifically for university students engaged in experiential learning. Experiential learning includes any ‘real-world’ activities, including practice led activities, placements, and internships. Experiential learning, and the use of reflective practice to heighten this learning, is common in Creative Arts, Health, and Education.

Annotated bibliography

What is it.

An annotated bibliography is an alphabetical list of appropriate sources (e.g. books, journal articles, or websites) on a topic, accompanied by a brief summary, evaluation, and sometimes an explanation or reflection on their usefulness or relevance to your topic. Its purpose is to teach you to research carefully, evaluate sources and systematically organise your notes. An annotated bibliography may be one part of a larger assessment item or a stand-alone assessment item. Check your task guidelines for the number of sources you are required to annotate and the word limit for each entry.

How do I know what to include?

When choosing sources for your annotated bibliography, it is important to determine:

  • The topic you are investigating and if there is a specific question to answer.
  • The type of sources on which you need to focus.
  • Whether these sources are reputable and of high quality.

What do I say?

Important considerations include:

  • Is the work current?
  • Is the work relevant to your topic?
  • Is the author credible/reliable?
  • Is there any author bias?
  • The strength and limitations (this may include an evaluation of research methodology).

Annnotated bibliography example

Literature reviews

Generally, a literature review requires that you review the scholarly literature and establish the main ideas that have been written about your chosen topic. A literature review does not summarise and evaluate each resource you find (this is what you would do in an annotated bibliography). You are expected to analyse and synthesise or organise common ideas from multiple texts into key themes which are relevant to your topic (see Figure 18.10). You may also be expected to identify gaps in the research.

It is easy to get confused by the terminology used for literature reviews. Some tasks may be described as a systematic literature review when actually the requirement is simpler; to review the literature on the topic but do it in a systematic way. There is a distinct difference (see Table 15.4). As a commencing undergraduate student, it is unlikely you would be expected to complete a systematic literature review as this is a complex and more advanced research task. It is important to check with your lecturer or tutor if you are unsure of the requirements.

When conducting a literature review, use a table or a spreadsheet, if you know how, to organise the information you find. Record the full reference details of the sources as this will save you time later when compiling your reference list (see Table 18.5).

Table of themes

Overall, this chapter has provided an introduction to the types of assignments you can expect to complete at university, as well as outlined some tips and strategies with examples and templates for completing them. First, the chapter investigated essay assignments, including analytical and argumentative essays. It then examined case study assignments, followed by a discussion of the report format. Reflective writing , popular in nursing, education, and human services, was also considered. Finally, the chapter briefly addressed annotated bibliographies and literature reviews. The chapter also has a selection of templates and examples throughout to enhance your understanding and improve the efficacy of your assignment writing skills.

  • Not all assignments at university are the same. Understanding the requirements of different types of assignments will assist in meeting the criteria more effectively.
  • There are many different types of assignments. Most will require an introduction, body paragraphs, and a conclusion.
  • An essay should have a clear and logical structure and use formal but reader-friendly language.
  • Breaking your assignment into manageable chunks makes it easier to approach.
  • Effective body paragraphs contain a topic sentence.
  • A case study structure is similar to an essay, but you must remember to provide examples from the case or scenario to demonstrate your points.
  • The type of report you may be required to write will depend on its purpose and audience. A report requires structured writing and uses headings.
  • Reflective writing is popular in many disciplines and is used to explore feelings, experiences, opinions, or events to discover what learning or understanding has occurred. Reflective writing requires more than description. You need to be analytical, consider what has been learnt, and evaluate the impact of this on future actions.
  • Annotated bibliographies teach you to research and evaluate sources and systematically organise your notes. They may be part of a larger assignment.
  • Literature reviews require you to look across the literature and analyse and synthesise the information you find into themes.

Gibbs, G. (1988). Learning by doing: A guide to teaching and learning methods. Further Education Unit, Oxford Brookes University.

Rolfe, G., Freshwater, D., Jasper, M. (2001). Critical reflection in nursing and the helping professions: A user’s guide . Palgrave Macmillan.

Ryan, M. & Ryan, M. (2013). Theorising a model for teaching and assessing reflective learning in higher education. Higher Education Research & Development , 32(2), 244-257. https://doi.org/10.1080/07294360.2012.661704

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Methodology

Research Methods | Definitions, Types, Examples

Research methods are specific procedures for collecting and analyzing data. Developing your research methods is an integral part of your research design . When planning your methods, there are two key decisions you will make.

First, decide how you will collect data . Your methods depend on what type of data you need to answer your research question :

  • Qualitative vs. quantitative : Will your data take the form of words or numbers?
  • Primary vs. secondary : Will you collect original data yourself, or will you use data that has already been collected by someone else?
  • Descriptive vs. experimental : Will you take measurements of something as it is, or will you perform an experiment?

Second, decide how you will analyze the data .

  • For quantitative data, you can use statistical analysis methods to test relationships between variables.
  • For qualitative data, you can use methods such as thematic analysis to interpret patterns and meanings in the data.

Table of contents

Methods for collecting data, examples of data collection methods, methods for analyzing data, examples of data analysis methods, other interesting articles, frequently asked questions about research methods.

Data is the information that you collect for the purposes of answering your research question . The type of data you need depends on the aims of your research.

Qualitative vs. quantitative data

Your choice of qualitative or quantitative data collection depends on the type of knowledge you want to develop.

For questions about ideas, experiences and meanings, or to study something that can’t be described numerically, collect qualitative data .

If you want to develop a more mechanistic understanding of a topic, or your research involves hypothesis testing , collect quantitative data .

You can also take a mixed methods approach , where you use both qualitative and quantitative research methods.

Primary vs. secondary research

Primary research is any original data that you collect yourself for the purposes of answering your research question (e.g. through surveys , observations and experiments ). Secondary research is data that has already been collected by other researchers (e.g. in a government census or previous scientific studies).

If you are exploring a novel research question, you’ll probably need to collect primary data . But if you want to synthesize existing knowledge, analyze historical trends, or identify patterns on a large scale, secondary data might be a better choice.

Descriptive vs. experimental data

In descriptive research , you collect data about your study subject without intervening. The validity of your research will depend on your sampling method .

In experimental research , you systematically intervene in a process and measure the outcome. The validity of your research will depend on your experimental design .

To conduct an experiment, you need to be able to vary your independent variable , precisely measure your dependent variable, and control for confounding variables . If it’s practically and ethically possible, this method is the best choice for answering questions about cause and effect.

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Your data analysis methods will depend on the type of data you collect and how you prepare it for analysis.

Data can often be analyzed both quantitatively and qualitatively. For example, survey responses could be analyzed qualitatively by studying the meanings of responses or quantitatively by studying the frequencies of responses.

Qualitative analysis methods

Qualitative analysis is used to understand words, ideas, and experiences. You can use it to interpret data that was collected:

  • From open-ended surveys and interviews , literature reviews , case studies , ethnographies , and other sources that use text rather than numbers.
  • Using non-probability sampling methods .

Qualitative analysis tends to be quite flexible and relies on the researcher’s judgement, so you have to reflect carefully on your choices and assumptions and be careful to avoid research bias .

Quantitative analysis methods

Quantitative analysis uses numbers and statistics to understand frequencies, averages and correlations (in descriptive studies) or cause-and-effect relationships (in experiments).

You can use quantitative analysis to interpret data that was collected either:

  • During an experiment .
  • Using probability sampling methods .

Because the data is collected and analyzed in a statistically valid way, the results of quantitative analysis can be easily standardized and shared among researchers.

If you want to know more about statistics , methodology , or research bias , make sure to check out some of our other articles with explanations and examples.

  • Chi square test of independence
  • Statistical power
  • Descriptive statistics
  • Degrees of freedom
  • Pearson correlation
  • Null hypothesis
  • Double-blind study
  • Case-control study
  • Research ethics
  • Data collection
  • Hypothesis testing
  • Structured interviews

Research bias

  • Hawthorne effect
  • Unconscious bias
  • Recall bias
  • Halo effect
  • Self-serving bias
  • Information bias

Quantitative research deals with numbers and statistics, while qualitative research deals with words and meanings.

Quantitative methods allow you to systematically measure variables and test hypotheses . Qualitative methods allow you to explore concepts and experiences in more detail.

In mixed methods research , you use both qualitative and quantitative data collection and analysis methods to answer your research question .

A sample is a subset of individuals from a larger population . Sampling means selecting the group that you will actually collect data from in your research. For example, if you are researching the opinions of students in your university, you could survey a sample of 100 students.

In statistics, sampling allows you to test a hypothesis about the characteristics of a population.

The research methods you use depend on the type of data you need to answer your research question .

  • If you want to measure something or test a hypothesis , use quantitative methods . If you want to explore ideas, thoughts and meanings, use qualitative methods .
  • If you want to analyze a large amount of readily-available data, use secondary data. If you want data specific to your purposes with control over how it is generated, collect primary data.
  • If you want to establish cause-and-effect relationships between variables , use experimental methods. If you want to understand the characteristics of a research subject, use descriptive methods.

Methodology refers to the overarching strategy and rationale of your research project . It involves studying the methods used in your field and the theories or principles behind them, in order to develop an approach that matches your objectives.

Methods are the specific tools and procedures you use to collect and analyze data (for example, experiments, surveys , and statistical tests ).

In shorter scientific papers, where the aim is to report the findings of a specific study, you might simply describe what you did in a methods section .

In a longer or more complex research project, such as a thesis or dissertation , you will probably include a methodology section , where you explain your approach to answering the research questions and cite relevant sources to support your choice of methods.

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Assignment methods in unified routing

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Use assignment methods to determine how to assign work items. You can use the out-of-the-box assignment methods or build custom assignment rules by configuring the prioritization rules and assignment rulesets.

How auto assignment works

The auto-assignment process in unified routing matches incoming work items with the best-suited agents based on the configured assignment rules. This continuous process consists of multiple assignment cycles and a default block size of work items.

Each cycle picks up the top unassigned work items in the applicable default block size and attempts to match each work item with an appropriate agent. Work items that aren't assigned to agents because of unavailability of agents or right skill match wasn't found are routed back to the queue.

The next assignment cycle picks up the next block of the top-priority items that includes new work items.

When eligible agents aren't found for the work items, the assignment cycle keeps retrying to assign the top number of default sized block items as applicable for the channel.

For digital messaging and voice, the default block size is 100 work items of top priority.

For the records channel,

  • The number of work items prioritized per queue are 10,000
  • The number of work items processed for assignment are 2,000 by default

Cross-queue prioritization isn't available in unified routing.

For more information, see best practices to manage queues .

Types of assignment methods

The following assignment methods are available out of the box:

Highest capacity : Assigns a work item to an agent with the highest available capacity. This agent has the skills that are identified during the classification stage and presence that matches one of the allowed presences in the workstream. The work items are prioritized in the first-in, first-out manner—that is, the work item that was created first is assigned first. If more than one agent is available with the same capacity, the work item is assigned based on the round-robin order of the agents whose highest capacity is the same.

If you want to use skill-based routing and,

Set Default skill matching algorithm in the workstream as Exact Match , then the system filters agents using exact skill match, workstream’s presence, and capacity requirements, and orders the filtered agents by available capacity.

Set Default skill matching algorithm in the workstream as Closest Match , then the system filters agents based on the workstream's presence and capacity requirements and orders the filtered agents by closest match and not available capacity. More information: Closest match

If you need to distribute work fairly among agents, then you should consider switching to a round robin assignment strategy.

When you modify a rating model, the ongoing conversations or open work items that have skills with the rating model continue to have the existing rating. Sometimes, this might result in no agents who match the assignment criteria.

Advanced round robin : Assigns a work item to the agent who matches the criteria for skills, presence, and capacity. The initial order is based on when a user is added to the queue. Then, the order is updated based on assignments. Similar to how work items are assigned in the highest capacity method, in round robin assignment, the work items are prioritized in the first-in, first-out manner—that is, the work item that was created first is assigned first.

The ordering for round robin assignment is maintained queue wise. Some agents can be a part of multiple queues. Therefore, depending on the agent's last assignment timestamp in a queue, the agents might be assigned back-to-back or concurrent work items but from different queues.

In scenarios when multiple agents match the work item requirement, and there's a tie in the "order by", like, multiple matched agents with the same available capacity, the system resolves the assignment using round robin based on the earliest time of the last assignment.

For example, three agents, Lesa, Alicia, and Alan, are available with the coffee refund skill and can handle up to three chats at a time. Their last assignment time stamps are 10:30 AM, 10:35 AM, and 10:37 AM, respectively. A work item about a coffee refund arrives in the queue at 10:40 AM. With the order by set to "profile-based available capacity", all the agents at 10:40 AM have the same available capacity of 2 each. To break the tie between the agents, the system uses round robin. Therefore, the incoming chat is assigned to Lesa because her last assignment was the earliest at 10:30 AM. Later at 10:45 AM, if another coffee refund work item comes in, the system assigns it to Alicia. This is also based on the round robin order of assignment between Alicia and Alan because their available capacities are 2 each and Alicia had an earlier assignment than Alan at 10:35 AM.

Least active : Assigns a work item to the agent who has been least active among all the agents who match the required skills, presence, and capacity.

The assignment method uses "the time since last capacity is released for a voice call" and the wrap-up settings configured in the workstream to determine the least-active agent and route the next incoming call to them. For example, consider two agents in a queue. The first agent completes a call five minutes ago while the second agent has just completed their call. When a new call comes in, the system assigns it to the first agent who has finished their activity first.

Routing to the least-active agent assignment strategy helps in a balanced distribution of work items across agents, and results in higher agent efficiency and improved customer satisfaction.

You can also build a custom report to track an agent's "last capacity release time" and understand the assignment distribution across agents.

The least-active assignment method is available for the voice channel only and is the default selection when you create a voice queue.

This feature is intended to help customer service managers or supervisors enhance their team’s performance and improve customer satisfaction. This feature is not intended for use in making—and should not be used to make—decisions that affect the employment of an employee or group of employees, including compensation, rewards, seniority, or other rights or entitlements. Customers are solely responsible for using Dynamics 365, this feature, and any associated feature or service in compliance with all applicable laws, including laws relating to accessing individual employee analytics and monitoring, recording, and storing communications with end users. This also includes adequately notifying end users that their communications with agents may be monitored, recorded, or stored and, as required by applicable laws, obtaining consent from end users before using the feature with them. Customers are also encouraged to have a mechanism in place to inform their agents that their communications with end users may be monitored, recorded, or stored.

You can also create a custom assignment method to suit your business needs.

Create new : Lets you create and use your own rulesets and rules to configure priority, severity, and capacity for choosing the queues to which work items need to be routed. You can create the following rulesets:

  • Prioritization rulesets : Lets you define the order in which the work items are assigned to agents when they're available to take more work.
  • Assignment rulesets : Represent a set of conditions that are used to select agents and use an order by option to sort the matching agents.
  • You must configure presence, capacity, and skill-matching rules in the custom assignment method because the default settings defined for the workstream won't be used in custom assignment method.
  • The out-of-the-box assignment strategies don't consider the agent operating hours. You must write a custom assignment method by using the "is_working" operator in the rule definition.

Assignment cycle

Assignment cycle is the prioritization of work items, their selection, and their assignment to the best-suited agent based on the assignment rules. Unified routing optimizes the assignment cycles across the multiple queues in the organization for best performance.

The assignment cycle starts with one of the following triggers:

  • Arrival of a new work item in the queue.
  • Change to agent presence.
  • Updates to agent capacity.
  • Addition of an agent to the queue.
  • Periodic trigger every five minutes for record type of work item.

How prioritization rulesets work

A prioritization ruleset is an ordered list of prioritization rules. Every prioritization rule represents a priority bucket in the queue. In a prioritization rule, you can specify a set of conditions and order by attributes. During evaluation, the prioritization rules are run in the order they're listed. For the first prioritization rule, the work items in the queue that match its conditions are put in the same priority bucket. In the priority bucket, the items are further sorted by the order specified in the prioritization rule. The second rule runs on the rest of the items in the queue, to identify the next priority bucket, and sorts the bucket by the Order by attribute until all rules are evaluated.

You can create one prioritization ruleset only per queue.

As an example, consider the prioritization ruleset as seen in the following screenshot with four rules.

Screenshot of a prioritization scenario.

During any assignment cycle, this prioritization ruleset runs, and the rules within the ruleset run in the order they're listed.

The first rule, "High priority and premium," finds all work items in the queue where the associated case priority is "High" and the case category is "Premium". The system creates the top priority bucket with those work items and sorts them in the "First in and first out" manner as specified in the Order by attribute. The first work item to be assigned from the queue is the oldest item in this bucket.

The next priority bucket is the work items where case category is "Premium". The work items with "Premium" case category and "High" priority have already been put in top bucket as per the preceding rule, so this rule only considers other work items with "Premium" case priority. The Order by attribute in this case also is "First in and first out".

The next priority bucket consists of work items where case priority is high and they haven't been bucketed already. Here the work items are ordered by their "First Response By" field in the ascending order—that is, the work items that require the first response at the earliest are prioritized first.

Some important points about prioritization rules are as follows:

  • You can create only one prioritization ruleset per queue.
  • Prioritization rules are run during every assignment cycle. If you change any attributes of the work item, such as the priority of the case, that change is considered during the next assignment cycle.
  • By default, the queue is sorted on a "first in and first out" manner. If you don't create a prioritization rule, then the oldest work item is assigned first.
  • In normal scenarios, when a sufficient number of agents are available to take up the work items, the processing period is a couple of seconds only. The agents are assigned work items in the priority order. However, if work items pile up because of fewer eligible agents, and then an agent becomes available during the processing period, the agent is offered the next work item according to the priority order. This strategy might create a perception that the highest priority item wasn't assigned; especially after some top-priority items are attempted for assignment and yet remain in the queue.
  • The work items that don't match the criteria of any of the prioritization rulesets are kept in the last priority bucket, and are ordered by "first in first out".
  • Prioritization rules are skipped for affinity work items and such work items is assigned before other work items in the queue. For information about affinity, go to Agent affinity .

How assignment rulesets work

The assignment ruleset is an ordered list of assignment rules. Each assignment rule represents a set of conditions that is used to determine the agents to select and an order-by field to sort the matching agents. At runtime, the assignment rule with the top order is evaluated first. The agents are matched as per the conditions specified in the rule. If more than one matching agent exists, they're sorted by the order by field, and the top agent is assigned the work. If no agents are matched, then the next assignment rule in the ruleset is evaluated. This method can be thought of as a gradual relaxation of constraints in the assignment, such that first, the strictest criteria are applied, and then the conditions are reduced so that the best agent is found. If no matching agents are found, then the work item remains in the queue.

In the assignment rule, the system user attributes are matched with the requirement of the work item. When you select static match, the condition is formed on the System User entity attribute and static values. When you select dynamic match, the conditions on the left are based on the system user root entity and the conditions on the right are based on the conversation root entity. You can drill down to two levels on the conversation root entity to form the rule conditions. An assignment rule with the dynamic match and static match is as follows.

Screenshot of an assignment rule with dynamic match and static match conditions.

Components of an assignment rule

The assignment rules are composed of the following items:

Order : Specifies the order in which the assignment rule is evaluated in a ruleset. The lower-order rules are run first. If any rule results in matching a user, then the next set of rules isn't evaluated.

Name : The unique rule name.

Condition : The expressions that are evaluated to match the users with the attributes of incoming work. The conditions have three parts:

User attribute : Properties of the users that can be used for comparing the user with the incoming work. The user attributes can be one of the following:

  • Select attributes on the System User table.
  • Presence Status : Maintained by the unified routing service based on user workloads and manual selection.
  • Capacity : Maintained by the unified routing service based on user workloads and manual selection.
  • User skills : Represents the skills associated with the user that can be used for doing skill-based assignment.
  • Calendar Schedule : Schedule of the user as represented in the user service scheduling calendars.
  • Bot attributes : Can be used only when you have configured bots as users and want to do some comparisons on them.

Operators : Define the comparison relationship between the User attribute and incoming work item attributes.

Unified routing filters the attribute-specific operators for you to choose from. Some special operators that are available for the attribute types are as follows.

Value : The user attributes are compared against this value to find the right agent. The value can be static, such as Address 1: County equals "USA". The value can also be dynamic, so that you can compare the user attribute dynamically with the values on the work item. In dynamic values, you can select any attribute on the work item or related records. For example, the following condition finds users whose country is the same as that of the customer associated with the case.

Screenshot of a sample dynamic match.

For some operators, values aren't required. They can be conditions, such as "Contains data," "Does not contain data," and "Calendar schedule: is working."

For user skills, the values are predefined for the operators. More information: Set up skill-based routing

Order by : If multiple agents match the conditions in a rule, you can use the "Order by" clause to find the best-suited one. You can specify the following order by clauses:

Ordering Attributes :

  • Least active : Is available for voice queues only. The work item is routed to the agent who is least active among all the agents who match skills, presence, and capacity. For more information, see the Types of assignment methods section.
  • Round robin
  • Unit-based available capacity
  • Profile-based available capacity
  • Proficiency
  • Skill count

User Attributes : These attributes are defined on the system user entity.

A sample assignment rule is explained in the following scenario with a screenshot.

Sample assignment method.

The first condition specifies the "user skills" on which the operator is an exact match. Then the user attributes are evaluated. The different user attributes are specified with operators, and values for each attribute, such as the Presence status attribute, should be equal to "Available" or "Busy". On the right of the operator, you can specify the value that you want the attribute to be matched against. The values can be "static," such as "presence status equals Available or Busy". If you specify "dynamic," the condition is matched at runtime based on the expression you specify. For example, if you specify "Preferred Customer Type Equals Conversation.Contact.Membership Level," the "preferred customer type" of every agent is matched against the dynamically calculated membership level of the customer associated with the chat.

Dynamic match reduces the effort of having to write and maintain multiple static rules for each permutation and combination of the possible value.

Limits on offering a work item repeatedly to an agent

When agents are offered a work item through automatic assignment, they typically can accept or decline. Both rejection and time out of the notification is considered as a decline. An agent who declines the same work item thrice won't be considered for further auto assignment for the specific work item. The system tries to offer the declined work item to other agents in the queue if they're eligible.

For example, agent Serena Davis rejects a chat from customer Ana Bowman twice and the assignment notification times out in the third attempt. The system considers it as three declines and auto assignment won't offer the same chat to Serena Davis again. But the system offers the chat from Ana Bowman to other eligible agents. Also, Serena Davis is considered for other incoming conversations except the declined chat from Ana Bowman.

If all matching agents decline the work item because agent availability is low or the work requires a very specific skill and proficiency, the work remains in the queue. Similarly, if 100 agents decline a particular work item, auto assignment won't consider the work item in further assignment cycles. It can be manually assigned by supervisors or can be picked up by agents including those who rejected it.

You can update the default limit of three declines to a value between one and five based on your org requirement. The limit is applicable to all channels in the org.

You can make an OData call as follows to check the limit for your organization.

<org-url>/api/data/v9.0/msdyn_omnichannelconfigurations?$select=msdyn_number_of_declines_allowed

If this OData call returns the null value, it means that the decline limit is set to a default value of 3.

You can update the OData call as follows to modify the limit.

var data = { "msdyn_number_of_declines_allowed": 3 } // update the record Xrm.WebApi.updateRecord("msdyn_omnichannelconfiguration", "d4d91600-6f21-467b-81fe-6757a2791fa1", data).then( function success(result) { console.log("Omnichannel Configuration updated"); // perform operations on record update }, function (error) { console.log(error.message); // handle error conditions } );

Configure assignment methods and rules FAQ about unified routing in Customer Service, Omnichannel for Customer Service Diagnostics for unified routing Create workstreams Create queues Set up unified routing for records Set up skill-based routing for unified routing

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Assignment Method

What is assignment method.

Assignment method is a way of allocating organizational resources where a resource is assigned to a particular task. The resource would be monetary, personnel, technological or another type of resource. The assignment method is used to determine what resources are assigned to which department, machine, or center of operation in the production process. This method is used to allocate the proper number of employees to a machine or task, and the number of jobs that a given machine or factory can produce. The idea is to assign resources in such a way that profits are maximized.

BREAKING DOWN Assignment Method

The assignment method is a way of allocating organizational resources to projects and tasks. The assignment method can be used for many other purposes besides production allocations. It can be employed to assign the number of salespersons to a given territory or territories. It can also be used to match bidders to contracts and assign other relevant components of business to each other. Regardless of the resource being allocated or the task to be accomplished, the idea is to assign resources in such a way that maximizes the amount of profit produced by the task or project.

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Related articles, how do the equity method and proportional consolidation method differ, what are the main methods for calculating business costs, how to use the bayesian method of financial forecasting, cost accounting method: advantages and disadvantages, understanding methods and assumptions of depreciation, the differences between the installment method and percentage of completion method.

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9 methodologies for a successful qualitative research assignment

Qualitative research is important in the educational and scientific domains. It enables a deeper understanding of phenomena, experiences, and context. Many researchers employ such research activities in the fields of history, sociology, and anthropology. For such researchers, learning quality analysis insights is crucial. This way, they can perform well throughout their research journey. Writing a qualitative research assignment is one such way to practice qualitative interpretations. When students address various qualitative questions in these projects, they become efficient in conducting these activities at a higher level, such as for a master’s or Ph.D. thesis.

The FormPlus highlights why researchers prefer qualitative research over quantitative research. It is faster, scientific, objective, focused, and acceptable. Researchers who don’t know what to expect from the research outcomes usually choose qualitative research. In this guide, we will discuss the top methodologies that students can employ while writing their qualitative research assignments. This way, you can write an appealing document that perfectly demonstrates your qualitative research skills.

However, being stressed with academic and daily life commitments, if you find it challenging to manage time exclusively for such projects, availing of assignment writing services can make it manageable. Instead of doing anything wrong in the hustle, get it done by the professionals specifically working to handle these academic write-ups. Now, let’s define quality research before we discuss the actual topic.

What is meant by qualitative research?

Quality research is a market research method that gathers data from conversational and open-ended communication. In simple words, it is about what people think and why they think so. It relates to the nature or standard of something rather than dealing with its quantity. Such researchers collect nonnumerical data to understand opinions, concepts, and ideas.

How do you write a qualitative research assignment? Top 9 methodologies

Writing an assignment requires your command of various tasks. Qualitative research assignment design involves research, writing, structuring, and providing citations of the resources used. Assignment writing plays a crucial role in upgrading your grades.

So, you must make it accurate and authentic. Write it with the utmost care without skipping any important aspects. Sometimes, it can be hard, but it becomes easy if you correctly use effective methodologies. This is why we have brought together some of the common methodologies you can use to write your qualitative research assignments.

1. Interviews

A qualitative interview is mostly used in projects that involve market research. In this study personal interaction is required to collect in-depth information of the participants. In qualitative research for assignment, consider the interview as a personal form of research agenda rather than a focused group study. A qualitative interview requires careful planning so that you can gather meaningful data.

Here are the simple steps to consider for its implementation in a qualitative research assignment:

  • Define research objectives.
  • Identify the target population.
  • Obtain informed consent of participants.
  • Make an interview guideline.
  • Select a suitable location.
  • Conduct the interview.
  • Show respect for participant’s perspectives.
  • Analyse the data.

2. Observation

In qualitative observation, the researcher gathers data from five senses: sight, hearing, touch, smell, and taste. It is a subject approach that depends on the sensory organ of the researcher. This method allows you to better understand the culture, process, and people under study. Some of its characteristics to consider for writing a qualitative research assignment include,

  • It is a naturalistic inquiry of the participants in a natural environment.
  • This approach is subjective and depends on the researcher’s observation.
  • It does not seek a definite answer to a query.
  • The researcher can recognise their own biases when compiling findings.

3. Questionnaires

In this type of survey, the researcher asks open-ended questions to participants. This way, they price the long written or typed document. In writing qualitative research assignments, these questions aim to reveal the participants’ narratives and experiences. Once you know what type of information you need, you can start curating your questionnaire form. The questions must be specific and clear enough that the participants can comprehend them.

Below are the main points that must be considered when creating qualitative research questionnaires.

  • Avoid jargon and ambiguity in the questions.
  • Each question should contribute to the research objectives.
  • Use simple language.
  • The questions should be neutral and unbiased.
  • Be precise, as the complex questions can overwhelm the respondents.
  • Always conduct a pilot test.
  • Put yourself in the respondent’s shoes while asking questions.

4. Case Study

A case study is a detailed analysis of a person, place, thing, organisation, or phenomenon. This method is appropriate when you want to gain a contextual, concrete, and in-depth understanding of the real-world problem for writing your qualitative research assignment. This method is especially helpful when you need more time to conduct large-scale research activities.

The four crucial steps below can be followed up with this methodology.

  • Select a case that has the potential to provide new and unexpected insights into the subject.
  • Make a theoretical framework.
  • Collect your data from various primary and secondary resources.
  • Describe and analyse the case to provide a clear picture of the subject.

5. Focus Groups

Focused group research has some interesting properties. In this method, a planned interview is conducted within a small group. For this purpose, some of the participants are sampled from the study population to record data for writing a qualitative research assignment. Typically, a focused group has features like,

  • At least four to ten participants must meet for up to two hours.
  • There must be a facilitator who can guide the discussion by asking open-ended questions.
  • The emphasis must be put on the group discussion rather than the discussion of the group members with the facilitator.
  • The discussion should be recorded and transcribed by the researchers.

6. Ethnographic Research

It is the most in-depth research method that involves studying people in their natural environment. It requires the researcher to adopt the target audience environment. The environment can be anything from an organisation to a city or any remote location.

However, the geographical constraints can be a problem in this study. For students who are writing their qualitative research assignment, some of the features of ethnographic research to write in their document include,

  • The researcher can get a more realistic picture of the study.
  • It uncovers extremely valuable insights.
  • Provides accurate predictions.
  • You can extend the observation to create more in-depth data.
  • You can interact with people within a particular context.

7. Record Keeping

This method is similar to going to the library to collect data from books. You consult various relayed books, note the important points, and take note of the referencing. So, the researcher uses already existing data rather than introducing new things in the field.

Later on, this data can be used to conduct new research. Yet, when faced with the vast resources available in your institution’s library, seeking assistance from UK-based assignment writing services is an excellent solution if you need help pinpointing the most relevant information for your topic. Proficient in data gathering and adept at structuring qualitative research assignments, these professionals can significantly elevate your academic results.

This method is mostly used by companies to understand a group of customers’ behaviour, characteristics, and motivation. It allows respondents to ask in-depth questions about their experience. In a business market, it helps you understand how your customers make decisions. The intent is to understand them at their level and make related changes in your setup. The researcher must ask generic and precise questions that have a clear purpose.

Consider the below examples of qualitative survey questions. It can be useful in recording data and writing qualitative research assignments.

  • Why did you buy this skin care product?
  • What is the overall narrative of this brand?
  • How do you feel after buying this product?
  • What sets this brand apart from others?
  • How will this product fulfil your needs?
  • What are the things that you expect from this brand to grant you?

9. Action Research

This method involves collaboration and empowerment of the participants. It is mostly appropriate for marginalised groups where there is no flexibility.

The primary characteristics of the action research that can be quoted in your qualitative research assignment include,

  • It is action-oriented, and participants are actively involved in the research.
  • There is a collaborative process between participants and researchers.
  • The nature of action research is flexible to the changing situation.

However, the survey also accompanies some of the limitations, including,

  • The researcher can misinterpret the open-ended questions.
  • The data ownership between the researcher and participants needs to be negotiated.
  • The ethical considerations must be kept.
  • It is not considered a scientific method as it is fluid in data collection. Consequently, it may not attract the finding.

What is the difference between quantitative and qualitative research?

Both research types share the common aim of knowledge acquisition. In quantitative research, the use of numbers and objective measures is used. It seeks answers to questions like when and where.

On the other hand, in qualitative research, the researcher is concerned with subjective phenomena. Such data can’t be numerically measured. For example, you might conduct a survey to analyse how different people experience grief.

What are the 4 types of qualitative research?

There are various types of qualitative research. It may include,

● Phenomenological studies:

It examines the human experience via description provided by the people involved. These are the lived experiences of the people. It is usually used in research areas where little knowledge is known.

● Ethnographic studies:

It involves the analysis of data about cultural groups. In such analysis, the researcher mostly lives with different communities and becomes part of their culture to provide solid interpretations.

● Grounded theory studies:

In this qualitative approach, the researcher collects and analyses the data. Later on, a theory is developed that is grounded in the data. It used both inductive and deductive approaches for theory development.

● Historical studies:

It is concerned with the location, identification, evaluation, and synthesis of data from the past. These researchers are not concerned with discovering past events but with relating these events to the present happenings.

The Research Gate provides a flow chart illustrating various qualitative research methods.

What are The 7 characteristics of qualitative research?

The following are some of the distinct features of qualitative research. You can write about them in your qualitative research assignment, as they are collected from reliable sources.

  • It can even capture the changing attitude within the target group.
  • It is beyond the limitations associated with quantitative research
  • It explains something that numbers alone can’t describe.
  • It is a flexible approach to improve the outcomes.
  • A researcher is not supposed to become more speculative about the results.
  • This approach is more targeted.
  • It keeps the cost of data collection down.

What are the advantages and disadvantages of qualitative research?

The pros of qualitative research can’t be denied. However, some cons are also associated with this research.

  • Explore attitudes and behaviours in depth.
  • It encourages discussions for better results.
  • Generate descriptive data that can formulate new theories.
  • The small sample size can be a problem.
  • Bias in the sample collection.
  • Lack of privacy if you are covering a sensitive topic.

Qualitative research assignment examples

The Afe Babalola University ePortal provides an example of a qualitative assignment. Here is the description of quality questions and related answers. You can get an idea about how to handle your quality research assignment project with this sample.

The questions asked in the paper are displayed below.

The Slide Team presents a template for further compressing other details, such as the qualitative research assignment template. You can use it to make your presentation look professional.

Writing a qualitative research assignment is crucial, especially if you want to engage in research activities for your master’s thesis. Most researchers choose this method because of the associated credibility and reliability of the results. In the above guide, we have discussed some of the prominent features of this method. All of the given data can help you in writing your assignments. We have discussed the benefits of each methodology and a brief account of how you can carry it.

However, even after going through this whole guideline, if the concepts of the Qualitative Research methods assignment seem ambiguous and you think you can’t write a good project, then ask professional to “ write my assignment .” These experts can consult the best sources for the data collection of your project. Consequently, they will deliver you the winning document that can stand out among other write-ups.

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Types of Assignments

Cristy Bartlett and Kate Derrington

Hand higghlighting notes on paper

Introduction

As discussed in the previous chapter, assignments are a common method of assessment at university. You may encounter many assignments over your years of study, yet some will look quite different from others. By recognising different types of assignments and understanding the purpose of the task, you can direct your writing skills effectively to meet task requirements. This chapter draws on the skills from the previous chapter, and extends the discussion, showing you where to aim with different types of assignments.

The chapter begins by exploring the popular essay assignment, with its two common categories, analytical and argumentative essays. It then examines assignments requiring case study responses , as often encountered in fields such as health or business. This is followed by a discussion of assignments seeking a report (such as a scientific report) and reflective writing assignments, common in nursing, education and human services. The chapter concludes with an examination of annotated bibliographies and literature reviews. The chapter also has a selection of templates and examples throughout to enhance your understanding and improve the efficacy of  your assignment writing skills.

Different Types of Written Assignments

At university, an essay is a common form of assessment. In the previous chapter Writing Assignments we discussed what was meant by showing academic writing in your assignments. It is important that you consider these aspects of structure, tone and language when writing an essay.

Components of an essay

Essays should use formal but reader friendly language and have a clear and logical structure. They must include research from credible academic sources such as peer reviewed journal articles and textbooks. This research should be referenced throughout your essay to support your ideas (See the chapter Working with Information ).

Diagram that allocates words of assignment

If you have never written an essay before, you may feel unsure about how to start.  Breaking your essay into sections and allocating words accordingly will make this process more manageable and will make planning the overall essay structure much easier.

  • An essay requires an introduction, body paragraphs and a conclusion.
  • Generally, an introduction and conclusion are approximately 10% each of the total word count.
  • The remaining words can then be divided into sections and a paragraph allowed for each area of content you need to cover.
  • Use your task and criteria sheet to decide what content needs to be in your plan

An effective essay introduction needs to inform your reader by doing four basic things:

Table 15.1 An effective essay

[table “17” not found /]

An effective essay body paragraph needs to:

[table “18” not found /]

An effective essay conclusion needs to:

[table “19” not found /]

Elements of essay in diagram

Common types of essays

You may be required to write different types of essays, depending on your study area and topic. Two of the most commonly used essays are analytical and argumentative .  The task analysis process discussed in the previous chapter Writing Assignments will help you determine the type of essay required. For example, if your assignment question uses task words such as analyse, examine, discuss, determine or explore, you would be writing an analytical essay . If your assignment question has task words such as argue, evaluate, justify or assess, you would be writing an argumentative essay . Despite the type of essay, your ability to analyse and think critically is important and common across genres.  

Analytical essays

Woman writing an essay

These essays usually provide some background description of the relevant theory, situation, problem, case, image, etcetera that is your topic. Being analytical requires you to look carefully at various components or sections of your topic in a methodical and logical way to create understanding.

The purpose of the analytical essay is to demonstrate your ability to examine the topic thoroughly. This requires you to go deeper than description by considering different sides of the situation, comparing and contrasting a variety of theories and the positives and negatives of the topic. Although in an analytical essay your position on the topic may be clear, it is not necessarily a requirement that you explicitly identify this with a thesis statement, as is the case with an argumentative essay. If you are unsure whether you are required to take a position, and provide a thesis statement, it is best to check with your tutor.

Argumentative essays

These essays require you to take a position on the assignment topic. This is expressed through your thesis statement in your introduction. You must then present and develop your arguments throughout the body of your assignment using logically structured paragraphs. Each of these paragraphs needs a topic sentence that relates to the thesis statement. In an argumentative essay, you must reach a conclusion based on the evidence you have presented.

Case Study Responses

Case studies are a common form of assignment in many study areas and students can underperform in this genre for a number of key reasons.

Students typically lose marks for not:

  • Relating their answer sufficiently to the case details
  • Applying critical thinking
  • Writing with clear structure
  • Using appropriate or sufficient sources
  • Using accurate referencing

When structuring your response to a case study, remember to refer to the case. Structure your paragraphs similarly to an essay paragraph structure but include examples and data from the case as additional evidence to support your points (see Figure 15.5). The colours in the sample paragraph below show the function of each component.

Diagram fo structure of case study

The Nursing and Midwifery Board of Australia (NMBA) Code of Conduct and Nursing Standards (2018) play a crucial role in determining the scope of practice for nurses and midwives. A key component discussed in the code is the provision of person-centred care and the formation of therapeutic relationships between nurses and patients (NMBA, 2018). This ensures patient safety and promotes health and wellbeing (NMBA, 2018). The standards also discuss the importance of partnership and shared decision-making in the delivery of care (NMBA, 2018, 4). Boyd and Dare (2014) argue that good communication skills are vital for building therapeutic relationships and trust between patients and care givers. This will help ensure the patient is treated with dignity and respect and improve their overall hospital experience. In the case, the therapeutic relationship with the client has been compromised in several ways. Firstly, the nurse did not conform adequately to the guidelines for seeking informed consent before performing the examination as outlined in principle 2.3 (NMBA, 2018). Although she explained the procedure, she failed to give the patient appropriate choices regarding her health care. 

Topic sentence | Explanations using paraphrased evidence including in-text references | Critical thinking (asks the so what? question to demonstrate your student voice). | Relating the theory back to the specifics of the case. The case becomes a source of examples as extra evidence to support the points you are making.

Reports are a common form of assessment at university and are also used widely in many professions. It is a common form of writing in business, government, scientific, and technical occupations.

Reports can take many different structures. A report is normally written to present information in a structured manner, which may include explaining laboratory experiments, technical information, or a business case.  Reports may be written for different audiences including clients, your manager, technical staff, or senior leadership within an organisation. The structure of reports can vary, and it is important to consider what format is required. The choice of structure will depend upon professional requirements and the ultimate aims of the report. Consider some of the options in the table below (see Table 15.2).

Table 15.2 Explanations of different types of reports

[table “20” not found /]

Reflective writing

Reflective flower

Reflective writing is a popular method of assessment at university. It is used to help you explore feelings, experiences, opinions, events or new information to gain a clearer and deeper understanding of your learning. A reflective writing task requires more than a description or summary.  It requires you to analyse a situation, problem or experience, consider what you may have learnt and evaluate how this may impact your thinking and actions in the future. This requires critical thinking, analysis, and usually the application of good quality research, to demonstrate your understanding or learning from a situation. Essentially, reflective practice is the process of looking back on past experiences and engaging with them in a thoughtful way and drawing conclusions to inform future experiences. The reflection skills you develop at university will be vital in the workplace to assist you to use feedback for growth and continuous improvement. There are numerous models of reflective writing and you should refer to your subject guidelines for your expected format. If there is no specific framework, a simple model to help frame your thinking is What? So what? Now what?   (Rolfe et al., 2001).

Diagram of bubbles that state what, now what, so what

Table 15.3 What? So What? Now What? Explained.

[table “21” not found /]

Gibb's reflective cycle of decription, feelings, evauation, analysis, action plan, cocnlusion

The Gibbs’ Reflective Cycle

The Gibbs’ Cycle of reflection encourages you to consider your feelings as part of the reflective process. There are six specific steps to work through. Following this model carefully and being clear of the requirements of each stage, will help you focus your thinking and reflect more deeply. This model is popular in Health.

The 4 R’s of reflective thinking

This model (Ryan and Ryan, 2013) was designed specifically for university students engaged in experiential learning.  Experiential learning includes any ‘real-world’ activities including practice led activities, placements and internships.  Experiential learning, and the use of reflective practice to heighten this learning, is common in Creative Arts, Health and Education.

Annotated Bibliography

What is it.

An annotated bibliography is an alphabetical list of appropriate sources (books, journals or websites) on a topic, accompanied by a brief summary, evaluation and sometimes an explanation or reflection on their usefulness or relevance to your topic. Its purpose is to teach you to research carefully, evaluate sources and systematically organise your notes. An annotated bibliography may be one part of a larger assessment item or a stand-alone assessment piece. Check your task guidelines for the number of sources you are required to annotate and the word limit for each entry.

How do I know what to include?

When choosing sources for your annotated bibliography it is important to determine:

  • The topic you are investigating and if there is a specific question to answer
  • The type of sources on which you need to focus
  • Whether they are reputable and of high quality

What do I say?

Important considerations include:

  • Is the work current?
  • Is the work relevant to your topic?
  • Is the author credible/reliable?
  • Is there any author bias?
  • The strength and limitations (this may include an evaluation of research methodology).

Annnotated bibliography example

Literature Reviews

It is easy to get confused by the terminology used for literature reviews. Some tasks may be described as a systematic literature review when actually the requirement is simpler; to review the literature on the topic but do it in a systematic way. There is a distinct difference (see Table 15.4). As a commencing undergraduate student, it is unlikely you would be expected to complete a systematic literature review as this is a complex and more advanced research task. It is important to check with your lecturer or tutor if you are unsure of the requirements.

Table 15.4 Comparison of Literature Reviews

[table “22” not found /]

Generally, you are required to establish the main ideas that have been written on your chosen topic. You may also be expected to identify gaps in the research. A literature review does not summarise and evaluate each resource you find (this is what you would do in an annotated bibliography). You are expected to analyse and synthesise or organise common ideas from multiple texts into key themes which are relevant to your topic (see Figure 15.10). Use a table or a spreadsheet, if you know how, to organise the information you find. Record the full reference details of the sources as this will save you time later when compiling your reference list (see Table 15.5).

Table of themes

Overall, this chapter has provided an introduction to the types of assignments you can expect to complete at university, as well as outlined some tips and strategies with examples and templates for completing them. First, the chapter investigated essay assignments, including analytical and argumentative essays. It then examined case study assignments, followed by a discussion of the report format. Reflective writing , popular in nursing, education and human services, was also considered. Finally, the chapter briefly addressed annotated bibliographies and literature reviews. The chapter also has a selection of templates and examples throughout to enhance your understanding and improve the efficacy of your assignment writing skills.

  • Not all assignments at university are the same. Understanding the requirements of different types of assignments will assist in meeting the criteria more effectively.
  • There are many different types of assignments. Most will require an introduction, body paragraphs and a conclusion.
  • An essay should have a clear and logical structure and use formal but reader friendly language.
  • Breaking your assignment into manageable chunks makes it easier to approach.
  • Effective body paragraphs contain a topic sentence.
  • A case study structure is similar to an essay, but you must remember to provide examples from the case or scenario to demonstrate your points.
  • The type of report you may be required to write will depend on its purpose and audience. A report requires structured writing and uses headings.
  • Reflective writing is popular in many disciplines and is used to explore feelings, experiences, opinions or events to discover what learning or understanding has occurred. Reflective writing requires more than description. You need to be analytical, consider what has been learnt and evaluate the impact of this on future actions.
  • Annotated bibliographies teach you to research and evaluate sources and systematically organise your notes. They may be part of a larger assignment.
  • Literature reviews require you to look across the literature and analyse and synthesise the information you find into themes.

Gibbs, G. (1988). Learning by doing: A guide to teaching and learning methods. Further Education Unit, Oxford Brookes University, Oxford.

Rolfe, G., Freshwater, D., Jasper, M. (2001). Critical reflection in nursing and the helping professions: a user’s guide . Basingstoke: Palgrave Macmillan.

Ryan, M. & Ryan, M. (2013). Theorising a model for teaching and assessing reflective learning in higher education.  Higher Education Research & Development , 32(2), 244-257. doi: 10.1080/07294360.2012.661704

Academic Success Copyright © 2021 by Cristy Bartlett and Kate Derrington is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License , except where otherwise noted.

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Assignment Problem: Meaning, Methods and Variations | Operations Research

what is the assignment methods

After reading this article you will learn about:- 1. Meaning of Assignment Problem 2. Definition of Assignment Problem 3. Mathematical Formulation 4. Hungarian Method 5. Variations.

Meaning of Assignment Problem:

An assignment problem is a particular case of transportation problem where the objective is to assign a number of resources to an equal number of activities so as to minimise total cost or maximize total profit of allocation.

The problem of assignment arises because available resources such as men, machines etc. have varying degrees of efficiency for performing different activities, therefore, cost, profit or loss of performing the different activities is different.

Thus, the problem is “How should the assignments be made so as to optimize the given objective”. Some of the problem where the assignment technique may be useful are assignment of workers to machines, salesman to different sales areas.

Definition of Assignment Problem:

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Suppose there are n jobs to be performed and n persons are available for doing these jobs. Assume that each person can do each job at a term, though with varying degree of efficiency, let c ij be the cost if the i-th person is assigned to the j-th job. The problem is to find an assignment (which job should be assigned to which person one on-one basis) So that the total cost of performing all jobs is minimum, problem of this kind are known as assignment problem.

The assignment problem can be stated in the form of n x n cost matrix C real members as given in the following table:

what is the assignment methods

What is an Assignment Method?

Assignment Method

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Assignment method.

In accounting and finance, the assignment method is a technique used for allocating or assigning resources, costs, or tasks among different departments, employees, or projects. The assignment method aims to optimize resource allocation to achieve maximum efficiency, cost savings, or other desired outcomes. It is often used in cost accounting, project management, and operations research.

For example, in cost accounting , the assignment method can be used to allocate indirect costs (such as overhead) to various cost centers or cost objects based on certain allocation criteria, like the proportion of direct labor hours or machine hours. This helps in determining the total cost of each product or service and aids in decision-making related to pricing, production levels, or resource allocation.

Another example is in project management, where the assignment method can be used to allocate tasks to team members based on their skills, availability, or other relevant factors. This helps in efficient task distribution, ensuring timely project completion, and optimal utilization of resources.

In summary, the assignment method is a technique used for allocating resources, costs, or tasks to optimize efficiency and achieve desired outcomes.

Example of an Assignment Method

Let’s take an example from cost accounting , specifically in a manufacturing company.

Suppose a manufacturing company produces three products: Product A, Product B, and Product C. The company has a total indirect overhead cost of $90,000. The indirect overhead cost needs to be allocated to each product based on machine hours used in production.

The machine hours used for each product are as follows:

  • Product A: 600 hours
  • Product B: 900 hours
  • Product C: 1,500 hours

Total machine hours used: 3,000 hours (600 + 900 + 1,500)

Now, we will use the assignment method to allocate the indirect overhead costs based on the proportion of machine hours used for each product.

  • Calculate the overhead rate per machine hour: \(\text{Overhead rate} = \frac{\text{Total overhead cost}}{\text{Total machine hours}} \) \(\text{Overhead rate} = \frac{90,000}{3,000 \text{ hours}} \) Overhead rate = $30 per machine hour
  • Allocate the overhead cost to each product based on the machine hours used:
  • Product A: 600 hours * $30 = $18,000
  • Product B: 900 hours * $30 = $27,000
  • Product C: 1,500 hours * $30 = $45,000

So, using the assignment method, the allocated overhead costs for Product A, Product B, and Product C are $18,000, $27,000, and $45,000, respectively. This allocation helps the company understand the total cost of producing each product and make informed decisions about pricing, production levels, and resource allocation.

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Advantages and Disadvantages of Assignment Method Of Teaching

Looking for advantages and disadvantages of Assignment Method Of Teaching?

We have collected some solid points that will help you understand the pros and cons of Assignment Method Of Teaching in detail.

But first, let’s understand the topic:

What is Assignment Method Of Teaching?

The Assignment Method of Teaching is when teachers give tasks or projects to students. These tasks help students learn and understand lessons on their own. They can work alone or in a group. This method makes learning more interesting and practical.

What are the advantages and disadvantages of Assignment Method Of Teaching

The following are the advantages and disadvantages of Assignment Method Of Teaching:

Advantages and disadvantages of Assignment Method Of Teaching

Advantages of Assignment Method Of Teaching

  • Promotes independent learning – Assignment method of teaching encourages students to study and learn on their own, fostering self-reliance and self-learning.
  • Enhances critical thinking – This method also helps in developing critical thinking skills as students analyze and interpret the information themselves.
  • Encourages research skills – It promotes research skills as students have to dig deeper into topics and gather information from various sources.
  • Fosters time management – It aids in honing time management skills as students need to plan and complete assignments within a set timeframe.
  • Boosts problem-solving abilities – The method also enhances problem-solving abilities as students encounter and overcome challenges during their assignment work.

Disadvantages of Assignment Method Of Teaching

  • Limits student creativity – Assignment method of teaching can curb student creativity as it often requires students to follow specific guidelines rather than encouraging independent thinking.
  • Can promote rote learning – This method can also encourage rote learning, where students memorize information without truly understanding it.
  • Not suitable for all topics – Some subjects or topics might not be suitable for the assignment method, making it less effective for comprehensive learning.
  • Ignores individual learning styles – It often overlooks individual learning styles, which can hinder students who learn differently from the prescribed method.
  • Can lead to student stress. – Lastly, the pressure of completing assignments can lead to stress among students, affecting their mental health.
  • Advantages and disadvantages of Assignment Method
  • Advantages and disadvantages of Assets
  • Advantages and disadvantages of Money Market Funds

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Hungarian Method

The Hungarian method is a computational optimization technique that addresses the assignment problem in polynomial time and foreshadows following primal-dual alternatives. In 1955, Harold Kuhn used the term “Hungarian method” to honour two Hungarian mathematicians, Dénes Kőnig and Jenő Egerváry. Let’s go through the steps of the Hungarian method with the help of a solved example.

Hungarian Method to Solve Assignment Problems

The Hungarian method is a simple way to solve assignment problems. Let us first discuss the assignment problems before moving on to learning the Hungarian method.

What is an Assignment Problem?

A transportation problem is a type of assignment problem. The goal is to allocate an equal amount of resources to the same number of activities. As a result, the overall cost of allocation is minimised or the total profit is maximised.

Because available resources such as workers, machines, and other resources have varying degrees of efficiency for executing different activities, and hence the cost, profit, or loss of conducting such activities varies.

Assume we have ‘n’ jobs to do on ‘m’ machines (i.e., one job to one machine). Our goal is to assign jobs to machines for the least amount of money possible (or maximum profit). Based on the notion that each machine can accomplish each task, but at variable levels of efficiency.

Hungarian Method Steps

Check to see if the number of rows and columns are equal; if they are, the assignment problem is considered to be balanced. Then go to step 1. If it is not balanced, it should be balanced before the algorithm is applied.

Step 1 – In the given cost matrix, subtract the least cost element of each row from all the entries in that row. Make sure that each row has at least one zero.

Step 2 – In the resultant cost matrix produced in step 1, subtract the least cost element in each column from all the components in that column, ensuring that each column contains at least one zero.

Step 3 – Assign zeros

  • Analyse the rows one by one until you find a row with precisely one unmarked zero. Encircle this lonely unmarked zero and assign it a task. All other zeros in the column of this circular zero should be crossed out because they will not be used in any future assignments. Continue in this manner until you’ve gone through all of the rows.
  • Examine the columns one by one until you find one with precisely one unmarked zero. Encircle this single unmarked zero and cross any other zero in its row to make an assignment to it. Continue until you’ve gone through all of the columns.

Step 4 – Perform the Optimal Test

  • The present assignment is optimal if each row and column has exactly one encircled zero.
  • The present assignment is not optimal if at least one row or column is missing an assignment (i.e., if at least one row or column is missing one encircled zero). Continue to step 5. Subtract the least cost element from all the entries in each column of the final cost matrix created in step 1 and ensure that each column has at least one zero.

Step 5 – Draw the least number of straight lines to cover all of the zeros as follows:

(a) Highlight the rows that aren’t assigned.

(b) Label the columns with zeros in marked rows (if they haven’t already been marked).

(c) Highlight the rows that have assignments in indicated columns (if they haven’t previously been marked).

(d) Continue with (b) and (c) until no further marking is needed.

(f) Simply draw the lines through all rows and columns that are not marked. If the number of these lines equals the order of the matrix, then the solution is optimal; otherwise, it is not.

Step 6 – Find the lowest cost factor that is not covered by the straight lines. Subtract this least-cost component from all the uncovered elements and add it to all the elements that are at the intersection of these straight lines, but leave the rest of the elements alone.

Step 7 – Continue with steps 1 – 6 until you’ve found the highest suitable assignment.

Hungarian Method Example

Use the Hungarian method to solve the given assignment problem stated in the table. The entries in the matrix represent each man’s processing time in hours.

\(\begin{array}{l}\begin{bmatrix} & I & II & III & IV & V \\1 & 20 & 15 & 18 & 20 & 25 \\2 & 18 & 20 & 12 & 14 & 15 \\3 & 21 & 23 & 25 & 27 & 25 \\4 & 17 & 18 & 21 & 23 & 20 \\5 & 18 & 18 & 16 & 19 & 20 \\\end{bmatrix}\end{array} \)

With 5 jobs and 5 men, the stated problem is balanced.

\(\begin{array}{l}A = \begin{bmatrix}20 & 15 & 18 & 20 & 25 \\18 & 20 & 12 & 14 & 15 \\21 & 23 & 25 & 27 & 25 \\17 & 18 & 21 & 23 & 20 \\18 & 18 & 16 & 19 & 20 \\\end{bmatrix}\end{array} \)

Subtract the lowest cost element in each row from all of the elements in the given cost matrix’s row. Make sure that each row has at least one zero.

\(\begin{array}{l}A = \begin{bmatrix}5 & 0 & 3 & 5 & 10 \\6 & 8 & 0 & 2 & 3 \\0 & 2 & 4 & 6 & 4 \\0 & 1 & 4 & 6 & 3 \\2 & 2 & 0 & 3 & 4 \\\end{bmatrix}\end{array} \)

Subtract the least cost element in each Column from all of the components in the given cost matrix’s Column. Check to see if each column has at least one zero.

\(\begin{array}{l}A = \begin{bmatrix}5 & 0 & 3 & 3 & 7 \\6 & 8 & 0 & 0 & 0 \\0 & 2 & 4 & 4 & 1 \\0 & 1 & 4 & 4 & 0 \\2 & 2 & 0 & 1 & 1 \\\end{bmatrix}\end{array} \)

When the zeros are assigned, we get the following:

Hungarian Method

The present assignment is optimal because each row and column contain precisely one encircled zero.

Where 1 to II, 2 to IV, 3 to I, 4 to V, and 5 to III are the best assignments.

Hence, z = 15 + 14 + 21 + 20 + 16 = 86 hours is the optimal time.

Practice Question on Hungarian Method

Use the Hungarian method to solve the following assignment problem shown in table. The matrix entries represent the time it takes for each job to be processed by each machine in hours.

\(\begin{array}{l}\begin{bmatrix}J/M & I & II & III & IV & V \\1 & 9 & 22 & 58 & 11 & 19 \\2 & 43 & 78 & 72 & 50 & 63 \\3 & 41 & 28 & 91 & 37 & 45 \\4 & 74 & 42 & 27 & 49 & 39 \\5 & 36 & 11 & 57 & 22 & 25 \\\end{bmatrix}\end{array} \)

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Frequently Asked Questions on Hungarian Method

What is hungarian method.

The Hungarian method is defined as a combinatorial optimization technique that solves the assignment problems in polynomial time and foreshadowed subsequent primal–dual approaches.

What are the steps involved in Hungarian method?

The following is a quick overview of the Hungarian method: Step 1: Subtract the row minima. Step 2: Subtract the column minimums. Step 3: Use a limited number of lines to cover all zeros. Step 4: Add some more zeros to the equation.

What is the purpose of the Hungarian method?

When workers are assigned to certain activities based on cost, the Hungarian method is beneficial for identifying minimum costs.

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Comparing modern identification methods for wild bees: Metabarcoding and image-based morphological taxonomic assignment

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With the decline of bee populations worldwide, studies determining current wild bee distributions and diversity are increasingly important. Wild bee identification is often completed by experienced taxonomists or by genetic analysis. The current study was designed to compare two methods of identification including: (1) morphological identification by experienced taxonomists using images of field-collected wild bees and (2) genetic analysis of composite bee legs (multiple taxa) using metabarcoding. Bees were collected from conservation grasslands in eastern Iowa in summer 2019 and identified to the lowest taxonomic unit using both methods. Sanger sequencing of individual wild bee legs was used as a positive control for metabarcoding. Morphological identification of bees using images resulted in 36 unique taxa among 22 genera, and >80% of   Bombus   specimens were identified to species. Metabarcoding was limited to genus-level assignments among 18 genera but resolved some morphologically similar genera. Metabarcoding did not consistently detect all genera in the composite samples, including kleptoparasitic bees. Sanger sequencing showed similar presence or absence detection results as metabarcoding but provided species-level identifications for cryptic species (i.e.,   Lasioglossum ). Genus-specific detections were more frequent with morphological identification than metabarcoding, but certain genera such as   Ceratina   and   Halictus   were identified equally well with metabarcoding and morphology. Genera with proportionately less tissue in a composite sample were less likely to be detected using metabarcoding. Image-based methods were limited by image quality and visible morphological features, while genetic methods were limited by databases, primers, and amplification at target loci. This study shows how an image-based identification method compares with genetic techniques, and how in combination, the methods provide valuable genus- and species-level information for wild bees while preserving tissue for other analyses. These methods could be improved and transferred to a field setting to advance our understanding of wild bee distributions and to expedite conservation research.

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AC216 Unit 4 Assignment 4 - Amortization Method Noezile

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  1. Assignment Methodology and Examples for Creating Assignment Rules

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  2. Understanding Assignment Methods In Learning

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  4. How to Write an Assignment: Step by Step Guide

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  5. Assignment Method

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  1. Assignment Model Diagonal Rule by Hungarian method in Amharic

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COMMENTS

  1. Assignment Method

    Assignment method calculators, if reliable, can be used for the same. The simplex method can be solved as a linear programming problem using the simplex algorithm. The transportation method is a special case of the assignment problem. The method is, however, computationally inefficient for solving the assignment problem due to the solution's ...

  2. Assignment Method: Examples of How Resources Are Allocated

    Assignment Method: A method of allocating organizational resources. The assignment method is used to determine what resources are assigned to which department, machine or center of operation in ...

  3. How Do I Create Meaningful and Effective Assignments?

    Ultimately, the success of student responses to an assignment often rests on the instructor's deliberate design of the assignment. By being purposeful and thoughtful from the beginning, you can ensure that your assignments will not only serve as effective assessment methods, but also engage and delight your students.

  4. Assignment method definition

    The assignment method is any technique used to assign organizational resources to activities. The best assignment method will maximize profits, typically through cost controls, increases in efficiency levels, and better management of bottleneck operations. The assignment method is incorporated into an organization's budgeting process, so that ...

  5. Writing Assignments

    Writing Assignments Kate Derrington; Cristy Bartlett; and Sarah Irvine. Figure 19.1 Assignments are a common method of assessment at university and require careful planning and good quality research. Image by Kampus Production used under CC0 licence. Introduction. Assignments are a common method of assessment at university and require careful planning and good quality research.

  6. Understanding Assignments

    What this handout is about. The first step in any successful college writing venture is reading the assignment. While this sounds like a simple task, it can be a tough one. This handout will help you unravel your assignment and begin to craft an effective response. Much of the following advice will involve translating typical assignment terms ...

  7. Random Assignment in Experiments

    Revised on June 22, 2023. In experimental research, random assignment is a way of placing participants from your sample into different treatment groups using randomization. With simple random assignment, every member of the sample has a known or equal chance of being placed in a control group or an experimental group.

  8. Types of Assignments

    Types of Assignments Cristy Bartlett and Kate Derrington. Figure 20.1 By recognising different types of assignments and understanding the purpose of the task, you can direct your writing skills effectively to meet task requirements. Image by Armin Rimoldi used under CC0 licence. Introduction. As discussed in the previous chapter, assignments are a common method of assessment at university.

  9. 4.3: Types of Assignments

    Overall, this chapter has provided an introduction to the types of assignments you can expect to complete at university, as well as outlined some tips and strategies with examples and templates for completing them. First, the chapter investigated essay assignments, including analytical and argumentative essays.

  10. The Assignment Method: Definition, Applications, and ...

    The assignment method is a systematic framework used by organizations to allocate resources efficiently across different tasks, departments, or projects. Its effectiveness lies in its ability to align resource allocation with strategic objectives and operational needs. By adopting the assignment method, companies can achieve the following benefits:

  11. Assignment

    Assignment is a task given to students by a teacher or professor, usually as a means of assessing their understanding and application of course material. Assignments can take various forms, including essays, research papers, presentations, problem sets, lab reports, and more. Assignments are typically designed to be completed outside of class ...

  12. Assignment problem

    The assignment problem is a fundamental combinatorial optimization problem. In its most general form, the problem is as follows: The problem instance has a number of agents and a number of tasks. Any agent can be assigned to perform any task, incurring some cost that may vary depending on the agent-task assignment.

  13. Teaching Methods & Strategies

    Assignment. The assignment method of teaching is the most popular form of student-centered instruction. Assignments may include essays, research papers, oral presentations, projects, labs, or ...

  14. Research Methods

    Research methods are specific procedures for collecting and analyzing data. Developing your research methods is an integral part of your research design. When planning your methods, there are two key decisions you will make. First, decide how you will collect data. Your methods depend on what type of data you need to answer your research question:

  15. Assignment methods for queues

    Similar to how work items are assigned in the highest capacity method, in round robin assignment, the work items are prioritized in the first-in, first-out manner—that is, the work item that was created first is assigned first. The ordering for round robin assignment is maintained queue wise. Some agents can be a part of multiple queues.

  16. Assignment Method

    The assignment method is a way of allocating organizational resources to projects and tasks. The assignment method can be used for many other purposes besides production allocations. It can be employed to assign the number of salespersons to a given territory or territories. It can also be used to match bidders to contracts and assign other ...

  17. 9 methodologies for a successful qualitative research assignment

    Proficient in data gathering and adept at structuring qualitative research assignments, these professionals can significantly elevate your academic results. 8. Surveys. This method is mostly used ...

  18. Types of Assignments

    Reflective writing. Figure 15.6 Reflective writing is used to help you explore feelings, experiences, opinions, events or new information to gain a clearer and deeper understanding of your learning. Image by Manfred Richter used under CC0 license. Reflective writing is a popular method of assessment at university.

  19. Assignment Problem: Meaning, Methods and Variations

    After reading this article you will learn about:- 1. Meaning of Assignment Problem 2. Definition of Assignment Problem 3. Mathematical Formulation 4. Hungarian Method 5. Variations. Meaning of Assignment Problem: An assignment problem is a particular case of transportation problem where the objective is to assign a number of resources to an equal number of activities so as to minimise total ...

  20. Advantages and Disadvantages of Assignment Method

    The 'Assignment Method' is a way to match things or people to tasks. It's like when a teacher gives each student a different question to answer. This method helps to get the best results by picking the right match. What are the advantages and disadvantages of Assignment Method. The following are the advantages and disadvantages of ...

  21. What is an Assignment Method?

    Assignment Method. In accounting and finance, the assignment method is a technique used for allocating or assigning resources, costs, or tasks among different departments, employees, or projects. The assignment method aims to optimize resource allocation to achieve maximum efficiency, cost savings, or other desired outcomes.

  22. Advantages and Disadvantages of Assignment Method Of Teaching

    Advantages of Assignment Method Of Teaching. Promotes independent learning - Assignment method of teaching encourages students to study and learn on their own, fostering self-reliance and self-learning.; Enhances critical thinking - This method also helps in developing critical thinking skills as students analyze and interpret the information themselves.

  23. Hungarian Method

    The Hungarian method is a computational optimization technique that addresses the assignment problem in polynomial time and foreshadows following primal-dual alternatives. In 1955, Harold Kuhn used the term "Hungarian method" to honour two Hungarian mathematicians, Dénes Kőnig and Jenő Egerváry. Let's go through the steps of the Hungarian method with the help of a solved example.

  24. Cost assignment definition

    Cost assignment is the allocation of costs to the activities or objects that triggered the incurrence of the costs. The concept is heavily used in activity-based costing, where overhead costs are traced back to the actions causing the overhead to be incurred. The cost assignment is based on one or more cost drivers. Example of a Cost Assignment

  25. Comparing modern identification methods for wild bees: Metabarcoding

    With the decline of bee populations worldwide, studies determining current wild bee distributions and diversity are increasingly important. Wild bee identification is often completed by experienced taxonomists or by genetic analysis. The current study was designed to compare two methods of identification including: (1) morphological identification by experienced taxonomists using images of ...

  26. AC216 Unit 4 Assignment 4

    Accounting document from Herzing University, 4 pages, Straight Line vs Effective Interest Amortization Methods Ranger Co. issues bonds dated January 1, information about the bonds is below. Interest is paid semiannually on June 30 and December 31. Par # 850,000 Rate Term Market Rate Issue Price 893,131 Semi