The paper studies the nowcasting of Euro area Gross Domestic Product (GDP) growth using mixed data sampling machine learning panel data regressions with both standard macro releases and daily news data.
On February 5, Odum Institute Assistant Director for Education and Qualitative Methods Paul Mihas introduced our Kenan Scholars to qualitative research methods and described resources available to them at the Odum Institute,
With homebuying season here, many Americans are eyeing the housing market, looking for signs of improvement. Will unfavorable conditions abate and the number of affordable homes begin to rise?
The dynamic procurement problem has long attracted academic and practitioner interest, and we solve it in an innovative data-driven way with proven theoretical guarantees. This work is also the first to leverage the power of covariate data in solving this problem.
We update an August 2023 piece in which we explain why manufacturing remains essential for economic growth and how manufacturing in the US today incorporates both regional shifts and “stickiness” in traditional strongholds.
From romance to finance and from the media to markets, data can help answer questions faster and provide critical insights to make smarter decisions. Data is power. Knowing how to read data can help identify patterns to end labor trafficking or to provide more affordable housing. Analyzing peaks and troughs can lead to game changing technological breakthroughs and new business opportunities. In the current error of ‘fake news’, how confident are you in your ability to read, work with, analyze and argue with data and assess facts? Join us at this interactive session and learn just how data literate you are.
Prior to the COVID-19 outbreak, institutions of higher education were under immense pressure to live up to their value propositions, with underlying tensions that have been developing for years posing an existential threat to their financial viability. As colleges and universities move classes and operations online in response to the pandemic, questions arise as to what such changes hold not just for now, but for the long-term success of higher education. Can ed tech provide a way forward? Find out in this week’s Kenan Insight.
This study explores how firms learn heuristics from negative outcomes. Prior literature has suggested that learning is strongly affected by whether attributions for negative outcomes are internal or external. Our data complement this view by revealing a new and different pattern. Specifically, they show that learning heuristics appears more dependent on whether attributions are convergent or divergent across hierarchical levels.
Macroeconomic data are typically subject to future revisions and released with delay. Predictive return regressions using such data therefore potentially overstate the information set available to investors in real time.
Organizations vary significantly in the rates at which they learn from experience (i.e., learning by doing). While prior work has explored how different categories of prior experience affect learning outcomes, limited attention has been paid to the role played by the organizational context. We focus on one important aspect of an organization’s context—goals—and examine how the degree of goal relatedness across an organization’s diverse set of activities affects the rate at which it learns from experience. In doing so, we argue that even where otherwise diverse activities are knowledge related, if they are not goal related, learning by doing is likely to suffer.
Distinguished Fellow Christine Moorman leverages data from The CMO Survey to uncover the view of marketplace threats and resilience strategies from the perspective of actual managers as part of our 2024 Grand Challenge.
The Private Equity Research Consortium this fall plans to make fund holdings data available for academic research—a development that helps mark the 10-year partnership between data provider Burgiss and the Institute for Private Capital, an affiliate of UNC Kenan-Flagler Business School’s Frank H. Kenan Institute of Private Enterprise.
Last Friday, the Kenan Scholars program kicked off the first event of its 2021 Research Workshop series. Titled Generating Business Research Questions and Topics and led by Nancy Lovas of the Entrepreneurship and Business Library, the workshop gave students a thorough introduction to the world of business research.
Ellison Distinguished Professor of Operations, Senior Associate Dean for Strategy and Academics, and Faculty Director of the Center for the Business of Health, UNC Kenan-Flagler Business School
The global COVID-19 pandemic has been a recurring theme throughout the 2020 U.S. elections, and its health and economic consequences will be felt far beyond November 3. In this Kenan Insight, we look at both the challenges and potential opportunities the pandemic has created for accelerating innovations in healthcare delivery and pharmaceutical development.
We analyze and assess longitudinal data on startups from two data sources – the National Establishment Time-Series (NETS) database and the Secretary of State (SOS) business registry data. Our primary purposes in this paper are to assess the usefulness and reliability of these databases in measuring startup activity along several quality indicators and to explore the possibility of integrating these large databases using both automated and manual processes.
The AI transformation has yet to happen, prompting uncertainty about potential impacts on the skills gap and the nature of work. Recognizing this will help us develop strategies for mitigating potential risks to workers, firms and the economy.
Does the quality of startups increase when the quantity drops? Does entrepreneurial experience help or hurt a corporate job candidate? Do diverse teams make for better startups? The 2022 Trends in Entrepreneurship report brings together our global network of affiliated experts to address these questions and more – with key findings highlighted in this week’s insight.
Firms continue to strive for greater representation on corporate boards. One California law, attempting to mandate such greater representation, has encountered a recent setback. Two experts discuss obstacles to more diverse corporate leadership and offer approaches for surmounting them.
While the COVID-19 pandemic was devastating for many, research shows its impact was not felt equally. Black Americans experienced disproportionate health and economic ramifications, which compounded the financial, social and psychological strain many felt pre-pandemic, and have contributed to growing inter-generational wealth disparities. In today’s Kenan Insight, our experts explore whether the multi-trillion dollar “Build Back Better” plan proposed by the Biden administration holds the potential to begin closing pervasive gaps in American society.