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• 01 Apr 2024
• In Practice

Navigating the Mood of Customers Weary of Price Hikes

Price increases might be tempering after historic surges, but companies continue to wrestle with pinched consumers. Alexander MacKay, Chiara Farronato, and Emily Williams make sense of the economic whiplash of inflation and offer insights for business leaders trying to find equilibrium.

• 22 Mar 2024
• Research & Ideas

Open Source Software: The $9 Trillion Resource Companies Take for Granted

Many companies build their businesses on open source software, code that would cost firms $8.8 trillion to create from scratch if it weren't freely available. Research by Frank Nagle and colleagues puts a value on an economic necessity that will require investment to meet demand.

• 27 Feb 2024
• Cold Call Podcast

How Could Harvard Decarbonize Its Supply Chain?

Harvard University aims to be fossil-fuel neutral by 2026 and totally free of fossil fuels by 2050. As part of this goal, the university is trying to decarbonize its supply chain and considers replacing cement with a low-carbon substitute called Pozzotive®, made with post-consumer recycled glass. A successful pilot project could jump start Harvard’s initiative to reduce embodied carbon emissions, but it first needs credible information about the magnitude and validity of potential carbon reductions. Harvard Business School professor emeritus Robert Kaplan and assistant professor Shirley Lu discuss the flow of emissions along the supply chain of Harvard University’s construction projects, the different methods of measuring carbon emissions, including the E-liability approach, and the opportunity to leverage blockchain technology to facilitate the flow of comparable and reliable emissions information in the case, “Harvard University and Urban Mining Industries: Decarbonizing the Supply Chain.”

• 02 Jan 2024

10 Trends to Watch in 2024

Employees may seek new approaches to balance, even as leaders consider whether to bring more teams back to offices or make hybrid work even more flexible. These are just a few trends that Harvard Business School faculty members will be following during a year when staffing, climate, and inclusion will likely remain top of mind.

• 12 Dec 2023

COVID Tested Global Supply Chains. Here’s How They’ve Adapted

A global supply chain reshuffling is underway as companies seek to diversify their distribution networks in response to pandemic-related shocks, says research by Laura Alfaro. What do these shifts mean for American businesses and buyers?

• 25 Apr 2023

How SHEIN and Temu Conquered Fast Fashion—and Forged a New Business Model

The platforms SHEIN and Temu match consumer demand and factory output, bringing Chinese production to the rest of the world. The companies have remade fast fashion, but their pioneering approach has the potential to go far beyond retail, says John Deighton.

• 21 Apr 2023

The $15 Billion Question: Have Loot Boxes Turned Video Gaming into Gambling?

Critics say loot boxes—major revenue streams for video game companies—entice young players to overspend. Can regulators protect consumers without dampening the thrill of the game? Research by Tomomichi Amano and colleague.

• 11 Apr 2023

A Rose by Any Other Name: Supply Chains and Carbon Emissions in the Flower Industry

Headquartered in Kitengela, Kenya, Sian Flowers exports roses to Europe. Because cut flowers have a limited shelf life and consumers want them to retain their appearance for as long as possible, Sian and its distributors used international air cargo to transport them to Amsterdam, where they were sold at auction and trucked to markets across Europe. But when the Covid-19 pandemic caused huge increases in shipping costs, Sian launched experiments to ship roses by ocean using refrigerated containers. The company reduced its costs and cut its carbon emissions, but is a flower that travels halfway around the world truly a “low-carbon rose”? Harvard Business School professors Willy Shih and Mike Toffel debate these questions and more in their case, “Sian Flowers: Fresher by Sea?”

• 28 Mar 2023

The FDA’s Speedy Drug Approvals Are Safe: A Win-Win for Patients and Pharma Innovation

Expediting so-called breakthrough therapies has saved millions of dollars in research time without compromising drug safety or efficacy, says research by Ariel Stern, Amitabh Chandra, and colleagues. Could policymakers harness the approach to bring life-saving treatments to the market faster?

• 31 Jan 2023

Addressing Racial Discrimination on Airbnb

For years, Airbnb gave hosts extensive discretion to accept or reject a guest after seeing little more than a name and a picture, believing that eliminating anonymity was the best way for the company to build trust. However, the apartment rental platform failed to track or account for the possibility that this could facilitate discrimination. After research published by Professor Michael Luca and others provided evidence that Black hosts received less in rent than hosts of other races and showed signs of discrimination against guests with African American sounding names, the company had to decide what to do. In the case, “Racial Discrimination on Airbnb,” Luca discusses his research and explores the implication for Airbnb and other platform companies. Should they change the design of the platform to reduce discrimination? And what’s the best way to measure the success of any changes?

• 29 Nov 2022

How Much More Would Holiday Shoppers Pay to Wear Something Rare?

Economic worries will make pricing strategy even more critical this holiday season. Research by Chiara Farronato reveals the value that hip consumers see in hard-to-find products. Are companies simply making too many goods?

• 18 Oct 2022

Chewy.com’s Make-or-Break Logistics Dilemma

In late 2013, Ryan Cohen, cofounder and then-CEO of online pet products retailer Chewy.com, was facing a decision that could determine his company’s future. Should he stay with a third-party logistics provider (3PL) for all of Chewy.com’s e-commerce fulfillment or take that function in house? Cohen was convinced that achieving scale would be essential to making the business work and he worried that the company’s current 3PL may not be able to scale with Chewy.com’s projected growth or maintain the company’s performance standards for service quality and fulfillment. But neither he nor his cofounders had any experience managing logistics, and the company’s board members were pressuring him to leave order fulfillment to the 3PL. They worried that any changes could destabilize the existing 3PL relationship and endanger the viability of the fast-growing business. What should Cohen do? Senior Lecturer Jeffrey Rayport discusses the options in his case, “Chewy.com (A).”

• 12 Oct 2022

When Design Enables Discrimination: Learning from Anti-Asian Bias on Airbnb

Airbnb bookings dropped 12 percent more for hosts with Asian names than other hosts during the early months of the COVID-19 pandemic, says research by Michael Luca. Could better design deter bias, particularly during times of crisis?

• 22 Aug 2022

Can Amazon Remake Health Care?

Amazon has disrupted everything from grocery shopping to cloud computing, but can it transform health care with its One Medical acquisition? Amitabh Chandra discusses company's track record in health care and the challenges it might face.

• 12 Jul 2022

Can the Foodservice Distribution Industry Recover from the Pandemic?

At the height of the pandemic in 2020, US Foods struggled, as restaurant and school closures reduced demand for foodservice distribution. The situation improved after the return of indoor dining and in-person learning, but an industry-wide shortage of truck drivers and warehouse staff hampered the foodservice distributor’s post-pandemic recovery. That left CEO Pietro Satriano to determine the best strategy to attract and retain essential workers, even as he was tasked with expanding the wholesale grocery store chain (CHEF’STORE) that US Foods launched during the pandemic lockdown. Harvard Business School Professor David E. Bell explores how post-pandemic supply chain challenges continue to affect the foodservice distribution industry in his case, “US Foods: Driving Post-Pandemic Success?”

• 05 Jul 2022
• What Do You Think?

Have We Seen the Peak of Just-in-Time Inventory Management?

Toyota and other companies have harnessed just-in-time inventory management to cut logistics costs and boost service. That is, until COVID-19 roiled global supply chains. Will we ever get back to the days of tighter inventory control? asks James Heskett. Open for comment; 0 Comments.

• 05 May 2022

Why Companies Raise Their Prices: Because They Can

Markups on household items started climbing years before the COVID-19 pandemic. Companies have realized just how much consumers will pay for the brands they love, says research by Alexander MacKay. Closed for comment; 0 Comments.

• 31 Mar 2022

Navigating the ‘Bermuda Triangle’ in Professional Services

Not all companies need to scale. Ashish Nanda explores a crucial choice that leaders of professional services firms face as their organizations grow. Open for comment; 0 Comments.

• 28 Feb 2022

How Racial Bias Taints Customer Service: Evidence from 6,000 Hotels

Hotel concierges provide better service to white customers than Black and Asian customers, says research by Alexandra Feldberg and colleague. They offer three strategies to help companies detect bias on the front line. Open for comment; 0 Comments.

• 10 Feb 2022

Why Are Prices So High Right Now—and Will They Ever Return to Normal?

And when will sold-out products return to store shelves? The answers aren't so straightforward. Research by Alberto Cavallo probes the complex interplay of product shortages, prices, and inflation. Open for comment; 0 Comments.

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Operations Management Research Paper Topics

Operations management research paper topics encompass a wide array of subjects related to the effective planning, organizing, and supervision of business operations. These topics offer a rich field of inquiry for scholars and practitioners alike, reflecting the complexity and centrality of operations management in modern business. This page is designed to provide students with comprehensive guidance on operations management research, including a categorized list of research topics, insights into choosing and writing on these topics, and exclusive writing services by iResearchNet. Whether you are a beginner or an advanced researcher in the field, this resource aims to support your exploration of the diverse and dynamic world of operations management.

100 Operations Management Research Paper Topics

Operations management is a multifaceted field that integrates various aspects of business like production, logistics, quality control, and much more. For students looking to delve into research, here’s an extensive list of topics categorized into ten different sectors.

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• The role of technology in enhancing production efficiency.
• Sustainable production practices and their impact on profitability.
• Mass customization in modern manufacturing.
• Just-in-time (JIT) production: Pros and cons.
• Managing production lines for optimal workflow.
• The influence of automation on manufacturing processes.
• Ergonomics and production management.
• The future of 3D printing in manufacturing.
• Outsourcing production: Challenges and opportunities.
• Lean manufacturing principles and their application.

Supply Chain Management

• The importance of information sharing in the supply chain.
• Risk management in global supply chains.
• Ethical considerations in supply chain management.
• Impact of e-commerce on traditional supply chain models.
• Inventory management: Best practices.
• The role of transportation in the supply chain.
• Achieving sustainability through green supply chain practices.
• The influence of big data on supply chain decisions.
• Cross-border supply chain challenges.
• Vendor management and strategic partnerships.

Quality Control and Assurance

• Total Quality Management (TQM) in the 21st century.
• Six Sigma methodology in operations management.
• Quality assurance in the food and beverage industry.
• Role of continuous improvement in quality management.
• Balancing cost and quality in manufacturing.
• Role of customer feedback in quality assurance.
• Impact of quality control on brand reputation.
• Quality assurance standards in healthcare.
• The relationship between employee training and quality control.
• Quality management systems: ISO 9001 and others.

Logistics Management

• Technological advancements in logistics and distribution.
• Managing logistics in e-commerce.
• Impact of globalization on logistics management.
• Third-party logistics (3PL) vs. in-house logistics.
• Green logistics: Integrating sustainability.
• Humanitarian logistics in disaster management.
• Role of government regulations in logistics.
• Challenges of urban logistics.
• Reverse logistics: Principles and practices.
• The future of drone technology in logistics.

Service Operations Management

• The importance of customer experience in service operations.
• Managing service quality in the hospitality industry.
• Service blueprinting as a tool for service design.
• Role of technology in enhancing service efficiency.
• Balancing supply and demand in service industries.
• The application of lean principles in service operations.
• Innovations in healthcare service operations.
• Ethical considerations in service provision.
• Outsourcing services: A strategic perspective.
• Transforming traditional services with digital technologies.

Strategic Operations Management

• Aligning operations strategy with business goals.
• The role of operations management in organizational success.
• Developing a competitive advantage through operational excellence.
• Integrating innovation into operations strategy.
• Global strategies in operations management.
• The role of leadership in strategic operations management.
• Operations strategy in small and medium-sized enterprises (SMEs).
• Evaluating the performance of an operations strategy.
• Mergers and acquisitions: Integrating operations.
• Strategic considerations in outsourcing operations.

Sustainability and Environmental Considerations

• Incorporating sustainability into operations management.
• Environmental regulations and their impact on operations.
• Waste management practices in manufacturing.
• Achieving energy efficiency in operations.
• Sustainable practices in supply chain management.
• The role of corporate social responsibility (CSR) in operations.
• Life cycle assessment in product design.
• Sustainable procurement practices.
• The green factory: Myths and realities.
• Social sustainability in operations management.

Technology and Innovation Management

• The impact of Industry 4.0 on operations management.
• Implementing Artificial Intelligence (AI) in operations.
• Challenges of integrating IoT in manufacturing.
• The role of innovation in competitive advantage.
• Managing technology-driven change in organizations.
• Virtual reality (VR) and augmented reality (AR) in operations.
• The future of robotics in manufacturing.
• Innovation culture: Fostering creativity in operations.
• Technology management in healthcare operations.
• Digital transformation and its impact on operations.

Project Management

• Agile project management in operations.
• Risk management in project execution.
• The role of project management offices (PMOs).
• Project portfolio management: An integrated approach.
• Tools and technologies for efficient project management.
• Stakeholder management in project execution.
• The psychology of project management.
• Cross-cultural considerations in global projects.
• Managing virtual teams in projects.
• Project failure: Analysis and lessons learned.

Human Resources and Operations

• Managing diversity in operations management.
• The role of team dynamics in operational success.
• Talent management in operations.
• Employee motivation and performance in operations.
• Human factors in safety management.
• The importance of organizational culture in operations.
• Training and development in operations management.
• Employee engagement and its impact on operational efficiency.
• Managing remote work in operations.
• Labor relations and negotiations in operations.

Operations management remains an evolving and essential field in both academia and industry. The above topics reflect the breadth and depth of areas one could explore. Each subject offers unique insights and challenges, enabling students to apply theoretical concepts to real-world scenarios. These topics are designed to inspire critical thinking and provide a starting point for those embarking on research in operations management. Whether you are looking for a topic that aligns with your interests or seeking to address current issues in the field, this comprehensive list offers diverse paths to contribute to the body of knowledge in operations management.

Operations Management and the Range of Research Paper Topics

Operations management is a vital aspect of business that deals with the design, administration, and optimization of business processes. It plays a crucial role in ensuring that an organization operates efficiently and effectively. From manufacturing to services, operations management transcends various sectors and industries. In this article, we’ll delve into the multifaceted world of operations management, explore its significance, and elucidate the range of research paper topics it offers.

Introduction to Operations Management

Operations management is all about the planning, oversight, and control of processes that transform inputs such as materials, labor, and technology into outputs like goods and services. It’s a dynamic field that requires a blend of analytical thinking, problem-solving, and practical skills.

Operations managers focus on improving efficiency, reducing costs, maintaining quality, and ensuring that products or services are delivered on time. The scope of operations management is broad, encompassing areas like:

• Production Management : Deals with the creation of goods and services.
• Supply Chain Management : Focuses on the flow of materials from suppliers to customers.
• Quality Control : Ensures products meet specified quality standards.
• Logistics : Concerned with the movement, storage, and flow of goods.
• Project Management : Involves planning and overseeing projects to ensure they are completed on time and within budget.

Significance of Operations Management

Operations management is at the heart of any organization, impacting several critical areas:

• Efficiency : By optimizing processes and eliminating waste, operations management helps in utilizing resources more efficiently.
• Cost Reduction : Through continuous improvement and innovation, costs can be reduced, leading to higher profitability.
• Customer Satisfaction : By ensuring quality and timely delivery, operations management plays a key role in customer satisfaction.
• Competitive Advantage : Organizations that excel in operations management often have a competitive edge in the market.

The Ever-Evolving Nature of Operations Management

The field of operations management continues to evolve, driven by technological advancements, globalization, environmental concerns, and changing consumer preferences. Topics such as sustainability, automation, digital transformation, and global supply chain challenges are becoming increasingly relevant.

Range of Research Paper Topics

Given the diverse and complex nature of operations management, the range of research paper topics is vast and can be categorized into several areas:

• Production Management : From lean manufacturing to the use of artificial intelligence, research can focus on how to make production more efficient and adaptable.
• Supply Chain Management : Topics could include risk management, ethical considerations, green practices, and the influence of e-commerce on traditional supply chains.
• Quality Control and Assurance : Research in this area could explore methodologies like Six Sigma, continuous improvement, and the relationship between training and quality control.
• Logistics Management : With the growing importance of e-commerce and sustainability, research in logistics management is thriving.
• Service Operations Management : This includes the design and management of processes that create and deliver services, with potential research focusing on customer experience, technology, and innovation.
• Strategic Operations Management : Research topics can explore how operations strategy aligns with business goals and contributes to competitive advantage.
• Sustainability and Environmental Considerations : This is an emerging area focusing on how operations management can contribute to a more sustainable future.
• Technology and Innovation Management : From Industry 4.0 to digital transformation, this category looks at how technology is reshaping operations management.
• Project Management : Topics might include agile methodologies, stakeholder management, risk mitigation, and cross-cultural considerations in global projects.
• Human Resources and Operations : This could include topics like managing diversity, team dynamics, employee motivation, and training in operations management.

Operations management is a vibrant and multifaceted field with a wide array of research possibilities. From traditional manufacturing to modern service industries, from small businesses to multinational corporations, operations management is at the core of organizational success.

The broad range of topics reflects the evolving nature of the field and the challenges and opportunities that come with it. For students seeking to contribute to this essential area of business, these topics offer a rich and diverse avenue for exploration and innovation.

By understanding and engaging with these various aspects, scholars, practitioners, and students can appreciate the importance of operations management in today’s global economy and contribute to its future development. Whether through academic research or practical application, operations management remains a critical field that continues to shape the way businesses operate and thrive.

How to Choose Operations Management Research Paper Topics

Choosing the right topic for a research paper in operations management is a critical step that can significantly impact the quality and relevance of your work. It can be both an exciting and daunting task, given the wide array of topics available in this dynamic field. In this section, we’ll provide an introductory paragraph, 10 practical tips, and a concluding paragraph to guide you in selecting the ideal operations management research paper topic.

Operations management is a multifaceted field that encompasses various aspects of business processes, from production to logistics, supply chain to quality control. As such, it offers a wide range of intriguing research paper topics. The right topic not only aligns with your interests and academic goals but also has the potential to contribute to the broader field of operations management. Here are some tips to assist you in making an informed choice.

10 Tips for Choosing Operations Management Research Paper Topics

• Identify Your Interests : Start by listing areas within operations management that intrigue you the most. Passion for the subject can fuel your research and make the process more enjoyable.
• Understand the Scope : Consider the breadth and depth of the topic. A topic that’s too broad may be unmanageable, while a too narrow focus may lack sufficient material for research.
• Check for Relevance : Ensure that the topic aligns with current industry trends and challenges. A relevant topic will have a greater impact and may open opportunities for further study or career advancement.
• Consult Academic Sources : Look through academic journals, textbooks, and other scholarly publications in operations management to discover prevailing research themes and gaps in the literature.
• Consider Practical Implications : If possible, choose a topic that has practical applications in real-world scenarios. This connection between theory and practice can make your research more compelling.
• Assess Available Resources : Evaluate the resources you have at your disposal, including access to data, software, labs, or industry experts. Some topics might require specialized tools or contacts.
• Seek Guidance from Advisors : Consult with professors, mentors, or industry professionals who have expertise in operations management. Their insights can help refine your topic and provide direction.
• Evaluate Your Skill Set : Reflect on your skills and expertise in the subject area. Selecting a topic that complements your strengths will facilitate a smoother research process.
• Consider Ethical Implications : Ensure that the chosen topic adheres to ethical standards, especially if it involves human subjects, sensitive data, or controversial issues.
• Think about Future Opportunities : Your research paper can be a stepping stone for further studies, publications, or career opportunities. Consider how the chosen topic might align with your long-term goals.

Concluding Thoughts

Choosing a research paper topic in operations management is a delicate balance between your interests, the academic and industry relevance, the feasibility of research, and alignment with ethical standards. By adhering to these tips, you can select a topic that not only resonates with your passion and capabilities but also contributes to the field of operations management.

Remember that the right topic is a catalyst that can ignite your creativity and analytical abilities, leading to a meaningful and rewarding research experience. Whether you’re exploring sustainable supply chain practices or innovative quality control techniques, your choice of topic is the foundation upon which your entire research project is built. Make it a strong, informed one, and you’ll set yourself up for success in the vibrant world of operations management.

How to Write an Operations Management Research Paper

Writing a research paper in operations management is a systematic process that requires careful planning, in-depth research, and coherent presentation. This endeavor involves not only an understanding of the operations management concepts but also the ability to analyze, evaluate, and apply them in various real-world contexts. Below, you will find an introductory paragraph, 10 essential tips, and a concluding paragraph to guide you through the process of writing an operations management research paper.

Introduction

Operations management is a complex field that integrates various aspects of production, quality control, logistics, and supply chain management. Writing a research paper on a topic within this discipline demands a clear understanding of both theoretical principles and practical applications. The task may seem overwhelming, but with the right approach and adherence to specific guidelines, you can craft a paper that stands out in quality and relevance.

10 Tips for Writing an Operations Management Research Paper

• Choose the Right Topic : Refer to the previous section for tips on selecting a relevant and engaging topic that aligns with your interests and the broader field of operations management.
• Conduct Thorough Research : Utilize reputable academic sources such as journals, textbooks, and industry reports. Gather sufficient data and insights that relate to your chosen topic.
• Create a Strong Thesis Statement : Your thesis should clearly articulate the main idea or argument of your paper. It serves as the guiding star for your entire research.
• Develop an Outline : Before diving into writing, create a detailed outline that maps out the structure of your paper. It should include an introduction, literature review, methodology, findings, discussion, conclusion, and references.
• Write a Compelling Introduction : Start your paper with an engaging introduction that provides background on the topic, states the problem, and introduces the thesis statement.
• Include a Literature Review : Summarize existing research on the topic, highlighting key theories, models, and empirical findings. This section establishes the context for your study.
• Explain Your Methodology : Describe the research design, methods, and tools you used to collect and analyze data. Be meticulous in explaining how you ensured the reliability and validity of your study.
• Present Findings Clearly : Organize and present your research findings in a logical manner. Use charts, graphs, and tables where necessary to visualize the data.
• Discuss the Implications : In the discussion section, interpret the results, compare them with existing research, and explore the implications for operations management practice and future research.
• Edit and Revise : Spend ample time revising and proofreading your paper. Consider seeking feedback from peers, mentors, or professional editing services to ensure clarity, coherence, and correctness.

Writing a research paper in operations management is a rewarding yet challenging task. It requires a fusion of technical knowledge, analytical thinking, and writing skills. By following the tips outlined above, you’ll be well-equipped to craft a paper that is not only academically rigorous but also relevant to the dynamic and multifaceted world of operations management.

Remember, writing a research paper is a process that demands time, effort, and perseverance. Be patient with yourself and stay committed to excellence at every stage of the journey. The final product – a well-researched, well-written paper – is a testament to your intellectual curiosity, hard work, and contribution to the ever-evolving field of operations management. Whether you’re a seasoned researcher or a student just starting out, these guidelines are designed to empower you to write with confidence and integrity in the domain of operations management.

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The field of operations management is multifaceted, combining elements of logistics, supply chain management, quality control, and production. Creating a research paper that captures all these aspects can be a daunting task. iResearchNet, a leading academic writing service provider, is here to help students craft impeccable operations management research papers. With a team of expert degree-holding writers, state-of-the-art research methods, and top-notch customer support, iResearchNet offers a full suite of services tailored to your needs. Below, you will find an introductory paragraph, details of our 13 standout features, and a concluding paragraph.

At iResearchNet, we understand the challenges students face when tasked with writing a research paper on a complex subject such as operations management. That’s why we have designed our services to offer a customized solution that caters to your unique requirements. Whether you need assistance with topic selection, research, writing, or formatting, our team of professional writers and researchers is ready to provide comprehensive support.

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• Timely Delivery : We honor deadlines and ensure that every paper is delivered on time, allowing you to review and make any necessary revisions.
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iResearchNet is committed to empowering students in their academic journey by providing top-tier writing services tailored to the complex world of operations management. Our comprehensive approach, attention to detail, and dedication to excellence set us apart in the industry.

Our aim is not just to meet your expectations but to exceed them. By choosing iResearchNet for your operations management research paper, you are investing in a service that values quality, integrity, and customer satisfaction. Trust us to be your academic ally, and we will work diligently to help you achieve success in your studies and beyond. Whether it’s a short-term assignment or a major research project, we are here to support you every step of the way. Partner with us and experience the iResearchNet difference.

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Title: deep learning in business analytics and operations research: models, applications and managerial implications.

Abstract: Business analytics refers to methods and practices that create value through data for individuals, firms, and organizations. This field is currently experiencing a radical shift due to the advent of deep learning: deep neural networks promise improvements in prediction performance as compared to models from traditional machine learning. However, our research into the existing body of literature reveals a scarcity of research works utilizing deep learning in our discipline. Accordingly, the objectives of this overview article are as follows: (1) we review research on deep learning for business analytics from an operational point of view. (2) We motivate why researchers and practitioners from business analytics should utilize deep neural networks and review potential use cases, necessary requirements, and benefits. (3) We investigate the added value to operations research in different case studies with real data from entrepreneurial undertakings. All such cases demonstrate improvements in operational performance over traditional machine learning and thus direct value gains. (4) We provide guidelines and implications for researchers, managers and practitioners in operations research who want to advance their capabilities for business analytics with regard to deep learning. (5) Our computational experiments find that default, out-of-the-box architectures are often suboptimal and thus highlight the value of customized architectures by proposing a novel deep-embedded network.

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arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.

Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.

Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs .

Operational Research

An International Journal

Operational Research focuses on advancing Operational Research/Management Science (OR/MS) and Analytics through theoretical insights, developments and real-world case studies.

• Explores interactions of OR/MS & Analytics with other relevant disciplines.
• Coverage extends to information technology, computer science, artificial intelligence, soft computing and electronic services.
• Encourages submissions from interdisciplinary contexts, exploring new directions in OR/MS & Analytics research as well as real-world case studies.

This is a transformative journal , you may have access to funding.

• Nikolaos F. Matsatsinis
• John Psarras,
• Constantin Zopounidis

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Latest articles

Simultaneous sensitivity analysis of mixed-integer location-allocation models using machine learning tools: cancer hospitals’ network design.

• Afshin Kordi
• Arash Nemati

A simplified swarm optimization algorithm to minimize makespan on non-identical parallel machines with unequal job release times under non-renewable resource constraints

• Jianfu Chen
• Abderrahim Sahli

Meta-frontier: literature review and toolkit

• Barnabe Walheer

The green and economical supply of coated board with intermodal distribution: an implementation of novel evolutionary algorithm

• Rizwan Shoukat
• Zhang Xiaoqiang

Orbit while in service

• Gabi Hanukov
• Uri Yechiali

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Tepper School of Business

Operations Research

Operations Research is the study of mathematical models and algorithms for optimal decision making. It is a core discipline of data analytics, which is the process of turning raw data into knowledge, insights, and better decisions. The Operations Research group at the Tepper School studies theory, methodology, algorithms, and applications related to the entire pipeline from data to decisions.

Specific research topics include linear and nonlinear integer programming, constraint programming, convex optimization, combinatorial optimization, approximation and online algorithms, scheduling, machine learning, data mining, large data analysis, and ethics of artificial intelligence.

Application domains include network design, bioinformatics, vehicle routing, financial portfolio optimization, large-scale server load balancing, drug discovery, and personalized medicine.

Award-Winning Faculty

Our faculty members have won prestigious awards, including National Science Foundation CAREER awards, National Academy of Engineering membership, the Lanchester Prize, the Fulkerson Prize, the Dantzig Prize, the Von Neumann Prize, the Khachiyan Prize, the Franz Edelman Award, the George E. Kimball Medal, the INFORMS Computing Society Prize, the INFORMS Optimization Society Young Researchers Prize, and numerous best paper awards.

• Operations Research Faculty
• Operations Research MBA Concentration
• Operations Research Doctoral Program
• CMU INFORMS Student Chapter

Egon Balas Academic Symposium and Memorial

Watch Presentations

Faculty Research Spotlight

In our academic minds video series, our faculty share insights from their research on wide-ranging business topics..

More Academic Minds Videos 

How Can We Better Extract Answers from Big Data?

Ben Moseley , Assistant Professor of Operations Research

How to Keep Inventory Balanced in the Bike Sharing Economy

Willem-Jan van Hoeve , Carnegie Bosch Associate Professor of Operations Research

Operations Research Faculty in the News

5 Analytics Mistakes You Need to Avoid , featuring R. Ravi , Andris A. Zoltners Professor of Business; Professor of Operations Research and Computer Science.

Using Analytics To Improve IT Operations and Services , featuring  Ben Moseley , Assistant Professor of Operations Research.

Peter Thiel Said That AI Is a Military Technology That Will Primarily Be Used 'by Generals,' but Experts Say That View Is Too Pessimistic , featuring Fatma Kilinc-Karzan , Associate Professor of Operations Research.

Recent Faculty Publications

• “Incorporating Black-Litterman Views in Portfolio Construction when Stock Returns are a Mixture of Normals” by Kocuk, B., Cornuejols, G. (2021) in Omega
• “The Generalized Trust Region Subproblem: Solution Complexity and Convex Hull Results” by Alex L. Wang, A. L.,, Kilinc-Karzan, F. (2020) in Mathematical Programming
• “Online Scheduling via Learned Weights” by Lattanzi, S., Lavastida, T., Moseley, B., Vassilvitskii, S. (2020) in Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms (SODA)
• “The Condition Number of a Function Relative to a Set” Gutman, D.H., Peña, J.F. (2021) in Mathematical Programming
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High School

Business services operations research.

The Business Services Operations Research Event requires the preparation of a detailed written strategic plan and presentation based on the results of a research study for a company providing services to businesses on a fee or contract basis or providing services to consumers. Examples may include: human resources companies, information technology companies, legal services firms, training and development organizations, health care service providers, libraries, construction companies, landscaping companies, beauty salons, car washes, automotive repair companies, interior decorating, child care services, photography and tutoring services.

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Written entry page limit, appear before a judge, present research and strategic plan, interview time, sponsored by:, essential elements, related resources, become a deca insider.

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