Explore the faculty research, thought leadership, and groundbreaking philosophies that established Michigan Ross as one of the world’s top business schools.

Professor Gautam Kaul and two former PhD students, in their seminal 1994 study titled, "Transactions, Volume, and Volatility" convincingly argued and verified empirically that it is the occurrence of a trade in a certain direction rather than its dollar value (or volume) that has the greatest effect on prices, hence the greatest relevance when assessing the liquidity of the market where that trade took place. A trade sign is determined by the buyer or seller's information, while market conditions determine trade amount and price. This is a simple yet extremely powerful notion that was originally predicated in theory but had no empirical support before their 1994 study. The publication of this study opened the door to the accurate measurement and needed assessment of market liquidity. These days, the approach they recommended is widespread in its use.

The paper "Quantity Flexibility Contracts and Supply Chain Performance" by Professor Bill Lovejoy and his colleague, Andy Tsay from Santa Clara University, was published in Manufacturing & Service Operations Management in 1999. The paper delves into the concept of quantity flexibility in supply chain contracts and its potential to deal with demand uncertainties. This influential work formally captured the practice of “funneling” variability over time, whereby more variability is tolerated in earlier planning phases and less tolerated over time as the delivery date approaches. This paper has specifically led to further studies on the optimal design and effectiveness of supply chain contracts, enhancing the field’s understanding of tactical and strategic issues in supply chain management. Researchers have built on Tsay and Lovejoy's model to study the application of QF contracts in different industrial contexts and their interactions with various supply chain configurations. The concept and modeling presented in this paper have become a prominent part of the academic discourse on supply chain coordination, influencing subsequent studies in inventory management, order variability, and supply chain profitability. Thus, the paper's impact is significant and broad, inspiring much-needed research on flexible, cooperative strategies for supply chain optimization.

Associate Professor Anant Nyshadham co-founded and co-directs the Good Business Lab, a labor research and innovation lab whose work to identify workplace tools and interventions to deliver both impact to workers and returns to employers has quickly expanded across four continents over the last decade. Designed and tested through rigorous randomized controlled trials in real-world workplaces, GBL has developed several tools for rapid and broad scale. GBL's worker voice tool, Inache, has been proven to improve worker retention, reduce absenteeism, and increase worker productivity in manufacturing settings. Similarly, the tool Pratibha is a tablet-based screening and training tool for frontline supervisors that measures and addresses soft skill deficiencies and has been proven to improve the retention of supervisors and dramatically and sustainably raise the productivity of workers in factories. The Bill and Melinda Gates Foundation recently awarded GBL a multi-million dollar grant to scale these tools to more than a million workers in the next two years.

Beginning from seminal efforts by Brian Talbot at the Michigan Business School in the early 1990s, the Tauber Institute for Global Operations was designed to bring business and engineering students together for a world-class education in operations. Students would take classes in both business and engineering and complete team projects with companies. The projects were scoped to incorporate both business and engineering content, addressing important problems that had a VP-level champion at the sponsoring company. The institute was innovative by offering additional training to students beyond operations: leadership training, communications training, and providing students the opportunity to organize conferences, etc. In addition to its impact on students and companies, the Institute has for years served as an important mechanism fueling the technology and operations faculty's relevant, problem-driven research by putting them in touch with practitioners at leading companies around the world. Since its foundation, more than 1,500 graduates have completed the program as Tauber Fellows, there have been 720 summer projects executed at 145 companies, and the Institute was honored in 2012 with the prestigious UPS George D. Smith Prize from INFORMS.

The root of the Great Financial Crisis of 2008-2009 lay in poor-quality residential mortgage loans made by financial institutions. A set of academic research papers established that lenders made poorer quality loans when they anticipated selling the loans to investors rather than continuing to own the loans until they matured. When loans were sold, a complex securitization process led to a large distance between the originator of a mortgage and the final investor in the loans. Amit Seru, PhD '07, and co-authors established in an important series of papers that focused on 1) keeping most characteristics of loans the same, loans that were only marginally easier to securitize had significantly higher default rates than those that were marginally more difficult to securitize, 2) (in work with Professor Uday Rajan) securitized loans, the interest rate (which represents the compensation to investors for bearing the risk of default by the borrower) became an increasingly worse predictor of default in the build-up to the GFC, and 3) information passed on to investors by mortgage securitizers was limited and sometimes outright fraudulent. In another crucial strand of work, Professor Amiyatosh Purnanandam demonstrated that 1) loans held by banks on their own balance sheets had lower default rates than otherwise identical loans sold by banks to investors and 2) (in work with Taylor Begley, PhD '14, and Kuncheng Zheng, PhD '15) even with securitized loans, default rates were lower when the riskiest tranche was held by the lender rather than sold to investors. Collectively, the work done by Ross faculty and PhD alums showed that the ability to securitize mortgage loans undermined the incentives of lenders to the point that low-quality mortgage loans were made, essentially providing the dry timber that fueled the GFC.

In 2021, Assistant Professor Andreas Hagemann developed a new econometric methodology that addresses the complexities of clustered data to enhance the accuracy and reliability of empirical work in economics and related fields. Typical examples of clusters are firms, cities, or states. The central challenge is that units within clusters may influence one another or may be influenced by similar environmental factors in ways that cannot be observed. Empirical researchers know that neglecting to account for clusters can yield results where non-existent effects erroneously appear as highly significant. Hagemann's research agenda developed new tools to address this issue in challenging and empirically relevant scenarios. His work has had a substantial impact on econometric theory and empirical practice. For instance, the methodology he developed is now the standard option for clustering in the canonical implementation of quantile regression in the statistical programming language R.

Professor Emerita Valerie Suslow and Adjunct Professor Margaret Levenstein have pursued a collaborative research agenda on the economics of cooperative behavior among firms, with a specific focus on cartels. Agreements between competing firms to reduce the intensity of competition can include actions such as price fixing, allocating geographic markets, allocating customers, and bid-rigging at auctions. Historically, such cooperative behavior was legal throughout the world but illegal in the United States under the Sherman Act of 1890.
The U.S. National Industrial Recovery Act of the early 1930s suspended price-fixing antitrust laws in certain circumstances. In the mid-1990s, after many decades of inattention, it became clear to competition policy enforcers that cartel activity was rampant and was likely causing substantial consumer harm. This spurred new leniency and amnesty policy tools to become available to firms. In their highly cited article "What Determines Cartel Success?" Levenstein and Suslow make the case that while cartels may break up due to cheating on the agreement, the more insurmountable problems are entry and adjustments in the face of changing economic conditions. "Breaking Up Is Hard to Do: Determinants of Cartel Duration" shows that cartels that turn to price wars to punish cheaters are not stable. Highly stable cartels draw upon a vast toolkit of mechanisms to enhance their stability and, therefore, their duration and economic harm.
Levenstein and Suslow's work has been cited in policy reports by organizations around the world, such as the Organization for Economic Cooperation and Development, the United Nations, and the World Trade Organization. They continue to explore hidden or overlooked sources of harm to consumers that may result from cartel activity, most recently turning their attention to the role played by vertical relationships between firms engaged in horizontal collusion, as well as how collusion may be facilitated by the use of a price index in long-term contracts.

The Affordable Care Act represented arguably the largest change in federal health policy since the creation of the Medicare and Medicaid programs in the 1960s, expanding coverage to approximately 40 million people who were previously uninsured. In a series of papers published in the Quarterly Journal of Economics, New England Journal of Medicine, AEJ: Applied Economics, Journal of Public Economics, and other outlets, Associate Professor Sarah Miller and her co-author Dr. Lara R. Wherry quantify the impact of this policy on the predominantly low-income population who gained coverage as a result of the reform's resultant changes in Medicaid eligibility. Their work has shown that 1) low-income adults who gained coverage through the ACA Medicaid expansions experienced reduced mortality rates and that the failure of some states to adopt these expansions cost approximately 4,800 deaths per year in those states; 2) low-income adults who gained coverage through these expansions experienced improved access to medical care and improved financial outcomes; 3) the expansion of coverage to these individuals did not crowd out care provided to population who were unaffected, such as those in Medicare. This work has garnered over 1,800 citations and has been discussed in numerous high-profile media outlets and policy documents.

The research of Assistant Professor Eric Zou began with the observation that regulatory monitoring of pollution is often spatially sparse, temporally intermittent, or even nonexistent in developing-country settings. In a pair of papers titled "Unwatched Pollution: The Effect of Intermittent Monitoring on Air Quality" and "What's Missing in Environmental (Self-)Monitoring: Evidence from Strategic Shutdown of Pollution Monitors," Zou and his co-authors studied the strategic interaction between pollution monitoring and air quality.
These two papers demonstrate that intermittency in regulatory monitoring causally affects pollution outcomes and vice versa -- high pollution can induce selective monitoring. The evidence highlights a general principle-agent challenge of environmental federalism: local agencies are in charge of self-monitoring and enforcing federal environmental standards.
At the same time, these local agencies bear the regulatory penalties if their own data suggest that violations occurred. In a third paper titled "From Fog to Smog: The Value of Pollution Information," Zou and his co-authors found that pollution information disclosure triggered a dramatic change in public awareness of pollution issues, which in turn translated to increased avoidance behavior among members of the public and improved health.
This paper is among the first to document social, behavioral, and health changes when a highly polluted country without publicly available pollution information transitions to a new regime that makes it possible to openly discuss pollution issues and to find and use pollution information in real time.

The public corporation in America is vanishing, and more people, from low-income earners to professionals, are doing their work in the so-called “gig economy.” The work of Professors Jerry Davis and Sue Ashford put these two issues on the research agenda of scholarly colleagues. Davis documents the first idea in his book, The Vanishing American Corporation (2016). Although some scholars have suggested that over-regulation might account for this surprising trend, he argues that a more fundamental shift in the economy, enabled by information and communication technologies, was ultimately responsible. By making it cheaper to "buy" rather than "make" inputs (from capital and labor to supplies, manufacturing, and distribution), information and communication technologies have made the parts of an enterprise like a pile of Legos, ready to assemble into a business, scale, and disassemble. This idea explains Nikefication, Uberization, Amazon, and other recent trends in the organization of the U.S. economy, as well as why the same technologies are used differently in different countries, resulting in very different corporate structures. If what Davis says is true, then fewer people will be working in large public corporation settings going forward. This shift may account for the growth in people working independently, some using technologically mediated apps to find and conduct work. Ashford puts the gig economy and gig workers on the agenda of people wanting to understand individuals at work. Her qualitative and quantitative studies identify the challenges faced by those working independently and what they can do to survive and thrive. Challenges include maintaining one’s identity, keeping sufficient income flowing in, staying organized, finding and maintaining work connections, and figuring out how to make working in this manner work over the long run. This research tests a variety of interventions and solicits ideas from individuals working in this manner regarding strategies that make this kind of work-life viable and enlivening.

In 1984, former faculty member Birger Wernerfelt introduced a paradigm shift in business strategy with his paper "A Resource-Based View of the Firm." Prior to this transformative work, the discourse on business strategy was predominantly centered around external market factors and competitive forces.
Wernerfelt challenged this conventional wisdom by presenting the argument that a firm's internal resources, ranging from tangible assets like machinery to intangible assets like reputation, could be the key to creating a competitive advantage. This theory, known as the Resource-Based View, asserts that for resources to offer a firm sustained competitive advantage, they must be valuable, rare, and difficult to substitute or imitate.
The RBV has had profound implications and has changed how firms undertake strategic planning by emphasizing the importance of leveraging internal assets for competitive advantage. Wernerfelt's paper has been cited in thousands of academic publications and is now a staple in business school curricula worldwide.

In 2002, Professor C.K. Prahalad of the Michigan Ross Business School and professor Stuart L. Hart of the University of North Carolina Kenan-Flagler Business School published the iconic article "The Fortune at the Bottom of the Pyramid" in Strategy+Business. The article suggested that "low-income markets present a prodigious opportunity for the world's wealthiest companies - to seek their fortunes and bring prosperity to the aspiring poor." Prahalad published a book with the same title five years before he passed in 2010. The article and book, with additional research and publications by Prahalad, Hart, Michigan Ross Professor Ted London, and others spawned a new business strategy for human development that has transformed into a social movement around the world known as Base of the Pyramid. The movement now includes transnationals, non-profits, social entrepreneurs, grassroots development organizations, international aid agencies, and many consulting firms dedicated to BoP strategy and implementation.

No matter the discipline, business research can have a huge impact on diversity, equity, and inclusion. In 2013, Venky Nagar, KPMG Professor of Accounting, along with former Michigan Ross professor Feng Li, published accounting research on U.S. firms initiating same-sex domestic partnership benefit policies.
Li and Nagar’s paper “Diversity and Performance,” published in Management Science, tests if corporate policy supporting LGBTQ+ rights frees all employees to bring their authentic selves to work, thus improving org culture and performance. The paper finds that the nearly 300 firms that adopted these policies between 1990 and 2006 saw significant improvement in operating performance relative to an approximate 10% average stock price increase. If an investor had accordingly timed their purchases of these firms, they would have outperformed ninety-five percent of all U.S. professional mutual funds.
The paper’s reasoning was core to the 2015 Amicus Brief filed in support of legalizing same-sex marriage by the law firm Morgan Lewis on behalf of 379 large and small corporate employers ranging from Apple to Zingerman’s in the landmark Supreme Court case Obergefell v. Hodges.

In the early 1990s, Professor Garry Brewer became dean of the U-M School of Natural Resources and the Environment. He approached Dean Joe White of the Michigan Business School with the concept of a dual-degree program to prepare future business leaders with an integrated education in both earth and management sciences. The concept took shape first in 1993 in the form of a graduate dual-degree program (originally called the Corporate Environmental Management Program) under the leadership of Professor Stuart Hart and then the Erb Institute after a generous grant from Fred and Barbara Erb in 1996 and a series of additional donations from other visionary donors. The dual-degree program was then incorporated into the Erb Institute and bolstered by the scholarly research of three newly endowed professorships. Nearly 30 years later, the Erb Institute has expanded dramatically to become a full-fledged, endowed institute with three chaired professors, an undergraduate Erb Fellows Program, more than 200 graduate and undergraduate students, and more than 750 alumni across 17 countries. In addition, the institute has an active agenda of scholarly and applied research and works to facilitate business engagement through business roundtables and global conference partnerships. Today, the Erb Institute is generally recognized as the leading business sustainability institute for research, teaching, and business engagement.

Professor C.K. Prahalad was the major pioneer and advocate of the 'bottom of the pyramid' proposition that selling to the poor can simultaneously be profitable and help eradicate poverty. While appealing, the BOP proposition is also controversial. Professor Aneel Karnani was an early and prominent critic of the BOP proposition. In his 2007 article "The Mirage of Marketing to the Bottom of the Pyramid" and his 2011 book Fighting Poverty Together: Rethinking Strategies for Business, Governments, and Civil Society to Reduce Poverty, he argues for an alternative perspective. Rather than viewing the poor primarily as consumers, it is better to focus on the poor as producers and to emphasize buying from the poor. Both the private sector and government have a critical role to play in alleviating poverty. The best way to alleviate poverty is to raise the real income of the poor by providing them appropriate employment opportunities. The private sector is the best engine of job creation. The government should facilitate the creation and growth of private enterprises in labor-intensive sectors of the economy. The government should also fulfill its traditional, accepted functions of providing adequate access to public services, such as education, public health, drinkable water, sanitation, security, and infrastructure.

Professors Norman Bishara and Jagadeesh Sivadasan have made significant contributions to influential literature examining the variation in the enforceability of non-compete clauses and their consequences. Their work is an important part of broader literature documenting monopsony power (i.e., the power of employees to set wages leading to a redistribution of surpluses away from workers), worker mobility, and knowledge transfers. In a pioneering paper published in 2010, Bishara created a detailed rating of the non-compete enforceability in all 50 states, building on painstaking work parsing the regulations and case law at the state level. The enforceability index from Bishara's 2010 paper, combined with worker-quarter-level U.S. Census data, was used in a paper by Sivadasan and co-authors to show that higher enforceability is correlated with lower wages and mobility for tech workers.
Bishara and his U-M coauthors also undertook a broad survey of U.S. workers, documenting for the first time the surprising prevalence of the use of non-compete clauses across a range of industries, including for low-wage workers, as well as work showing the chilling effect of noncompetes on employee behavior, even when they are unenforceable. This portfolio of work helped spark a major policy debate about the use and abuse of noncompetes that inspired action from the White House and the research conclusions being cited in the 2023 State of the Union Address, and spurred a report from U.S. Treasury Department, legislative changes from numerous states, and research from a range of think tanks that eventually led to the 2024 final rule from the Federal Trade Commission attempting to ban noncompetes in employment contracts across the country.