Business Commons^™

Traditional Investment Research And Social Networks: Evidence From Facebook Connections, Travis Dyer, Gerrit Köchling, Peter Limbach

Faculty Publications

We show that investors acquire more public information about firms to which they are more socially proximate. On average, a standard deviation increase in the Social Connectedness Index (Bailey et al., 2018) between a firm’s headquarter county and a searcher county is associated with 30% more EDGAR filing downloads from the searcher county. The effect of social proximity on traditional investment research is distinct from the effect of geographic proximity. We find similar results studying headquarter relocations, investor-level data, and EDGAR downloads from European regions, for which physical distance should be irrelevant. Social proximity matters more during times of high …

The New Marshmallow: The Effects Of Screen Use On Children's Ability To Delay Gratification, Benjamin Richardson, P. Thomas Fife, Joseph Steed, Caroline Crane, James Gaskin

Faculty Publications

In a digital age where screens are as ubiquitous as crayons once were, the relationship between screen use and a child’s development necessitates examination. This study investigates the effect of screen use—both by children and their parents—on children’s ability to delay gratification, a key predictor of future success. Utilizing an experimental design modeled after the Stanford Marshmallow Experiment, we found that children’s screen use did not significantly affect their ability to delay gratification. However, parental screen use for entertainment purposes was negatively associated with children’s capacity to delay gratification. Additionally, screens proved to be a more potent temptation than traditional …

Intermittent Digital Fasting: The Mental Health Benefits Of A One-Hour Daily Social Media Hiatus, Austin Lahue, James Gaskin, Kennedy Daniel

Faculty Publications

In an era where social media ubiquity persists, concerns over its impact on mental health have escalated. This preliminary study investigates the effects of a one-hour daily social media hiatus on the mental wellbeing of 60 college students over two weeks. Unlike common interventions demanding prolonged abstinence, this research explores a more feasible, short-term avoidance approach. The experimental design, including treatment and control groups, illuminates the potential mental health benefits of brief, yet regular, digital disengagements. Preliminary results suggest that even minimal breaks from social media can yield significant improvements in users' mental health. Interestingly, these benefits come not from …

Who Do I Want To Be Now That I’M Here? Refugee Entrepreneurs, Identity, And Acculturation, Lisa Jones Christensen, Arielle Newman

Faculty Publications

This article focuses on a subset of refugees who engage in entrepreneurship shortly after relocating to a new host community; it explores identity-related antecedents and integration consequences of different entrepreneurship strategies in the new location. It draws from acculturation psychology and founder identity theory to argue that, post-arrival, new refugees consider (a) how to prioritize the identity associated with their former life and (b) the degree of connection they desire in the host community. For some, these preferences drive heterogeneous entrepreneurial behaviors associated with different acculturation outcomes—including marginalization, separation, integration, and assimilation. Specifically, we describe two refugee entrepreneur identity management …

Unattended In-Home Delivery Under Varying Scenarios Of Technology-Enabled Anonymity, James C. Brau, Hugo A. Decampos

Faculty Publications

Whereas many companies have explored attended in-home delivery as one solution to challenges associated with last mile delivery, few have explored unattended in-home delivery. This paper examines consumer willingness to allow unattended in-home delivery under various scenarios of anonymity. Specifically, we study how blockchain-enabled anonymity of sellers, delivery companies, and consumers can influence consumer willingness to allow unattended in-home delivery of a nutritional product in this last mile service triad. Hypotheses build on agency theory and the potential for information asymmetry and opportunism. The analyses are based on data from 784 responses to an online survey of end-consumers who were …

An Integrated Model For Information Adoption & Trust In Mobile Social Commerce, Fulya Acikgoz, Abdelsalam Busalim, James Gaskin, Shahla Asadi

Faculty Publications

Despite the growing importance of mobile social commerce (ms-commerce), little research has been conducted on the effects of informational and social factors on users’ post-adoption behavior. We, therefore, build on the understanding of mobile social commerce in the UK market and how it affects users’ post-adoption behaviors. Our theoretical model leverages the information adoption model, social support theory, and social influence theory. Data was gathered from 377 ms-commerce users from the UK and analyzed via Partial Least Squares (PLS-SEM). The research findings show that both informational and social factors have a positive impact on information adoption in ms-commerce apps. Furthermore, …

The General Anti-Avoidance Rule, Mary Cowx, Jon Kerr

Faculty Publications

The general anti-avoidance rule, or GAAR, is an enforcement mechanism that gives a country’s taxing authority broad power to deny a taxpayer tax benefits associated with any transaction. Although GAARs are becoming increasingly common, the presence of a GAAR is generally overlooked by researchers and thus has been left unstudied. In this paper, we provide an initial investigation by studying the effect of GAARs on firm-level corporate tax avoidance behaviors. Using an indicator for the enactment or strengthening of a GAAR within a country in a stacked difference-in-differences design, we find GAAR enactment is associated with a statistically and economically …

Estimating The Likelihood Of Future Tax Settlements, Jared Jennings, Joshua A. Lee, Erin Towery

Faculty Publications

Corporate income tax settlements represent a substantial cash outflow for many U.S. firms. This study develops an ex-ante measure of future corporate income tax settlement likelihood using quantitative and qualitative information from Form 10-K. We find that both quantitative and qualitative information are incrementally useful in predicting future tax settlements. We then use our new measure to examine the association between predicted future tax settlements and cash holdings. In contrast with prior research documenting a positive association between reserves for uncertain tax positions and cash holdings, we find that firms with a higher likelihood of future tax settlements hold less …

Do Audit Partners Exhibit Hometown Bias?, Yuzhou Chen, Timothy Seidel, Aleksandra "Ally" B. Zimmerman

Faculty Publications

We investigate whether audit partners exhibit greater leniency towards audit clients located in their childhood or pre-professional home state. While prior research has examined the audit quality effects of geographic distance between an auditor and client as well as auditors’ social ties to company management or directors, this study uniquely examines auditors’ psychological affinity to places rather than people. Using hand-collected data on audit partners, company managers, and directors, we find evidence of partners exhibiting hometown bias in the form of greater leniency towards clients’ opportunistic reporting. However, we find no evidence to suggest that these psychological biases affect audit …

Anomaly Time, Boone Bowles, Adam V. Reed, Matthew C. Ringgenberg, Jacob Thornock

Faculty Publications

We examine the timing of returns around the publication of anomaly trading signals. Using a database that captures when information is first publicly released, we show that anomaly returns are concentrated in the first month after information release dates, and these returns decay soon thereafter. We also show that the academic convention of forming portfolios in June underestimates predictability because it uses stale information, which makes some anomalies appear insignificant. In contrast, we show many anomalies do predict returns if portfolios are formed immediately after information releases. Finally, we develop guidance on forming portfolios without using stale information.

A Labeled Magnitude Scale For Measuring The Anticipated Impact Of Immediate Experiences, Gary D. Ellis, Patti A. Freeman, Brian J. Hill, Jingxian Jiang, Kaylee Janes

Faculty Publications

Lundberg et al. (2022) recently developed a rubric for classifying experience impacts as ordinary, meaningful, memorable, or transformative. This article extends that contribution by developing a measure of anticipated impacts suitable for evaluating the anticipated impacts of immediate, structured experiences, such as heritage interpretation experiences, museum visits, and events. We developed a labeled magnitude scale (LMS) by calibrating six adverbial modifiers of impact intensity (negligible, slight, significant, profound, substantial, transformative) to judges’ ratings of ratio-scaled distances. We examined criterion-related evidence of validity using 2,867 experience observations from 594 university students who visited venues selected to advance their emotional connection to …

Regulating Gender Diversity: Evidence From California Senate Bill 826, Abigail Allen, Aida Wahid

Faculty Publications

Do gender diversity quotas enhance firm value? This broad question has sparked significant debate because while diversity is generally thought to improve board functioning, prior research in international settings suggests mandating diversity may have adverse consequences if it moves firms away from market equilibrium. Exploiting the political events leading up to the passage of California Senate Bill 826 as an exogenous shock to assess the market implications of board gender composition, we document either significantly positive or insignificant 2-day abnormal returns for California firms across a variety of model specifications. Importantly, this finding contradicts the strong claims of contemporary studies …

The Impact Of Chief Audit Executive Turnover In Taiwan, Kenneth L. Bills, Hua-Wei Huang, Yi-Hung Lin, David A. Wood

Faculty Publications

This study adds to the emerging body of research showing the importance of internal audit to improve corporate governance and firm performance. Specifically, we test how the market reacts to the announcement of a turnover to the head of internal audit (i.e., the chief audit executive (CAE)). We find negative cumulative abnormal returns in the days surrounding the announcement of a CAE turnover and that the market holds a relatively negative perception of CAE turnover regardless of the reasons for the turnover event. We then study two reasons for why the market would react negatively to the CAE turnover and …

Development Of A Framework Of Key Internal Control And Governance Principles For Robotic Process Automation (Rpa), Marc Eulerich, Nathan Waddoups, Martin Wagener, David A. Wood

Faculty Publications

Although robotic process automation (RPA) usage is growing rapidly in accounting, concerns are emerging regarding the internal controls and overall governance structure surrounding RPA. To help address these concerns, we use a design science research approach and work with a Fortune 500 company to develop an RPA governance framework. The framework consists of 4 governance areas and 14 control requirements, which help maximize the benefits and minimize the risks associated with the use of RPA. We validate that the framework is useful and generalizable to many organizations by presenting the framework to and subsequently interviewing and surveying 84 professionals at …

Chatbots Mitigate Help-Seeking Avoidance, James Gaskin, Eva Blondeel, Ryan Schuetzler, Rachel Serre, Jacob Steffen, David A. Wood

Faculty Publications

This research explores the transformative role of large language model (LLM) chatbots in fostering help-seeking behaviors among introverted and underrepresented students in educational settings. Despite the importance of help-seeking for academic success, certain groups exhibit avoidance behaviors due to self-presentation concerns and stereotype threats. By integrating LLM chatbots as non-judgmental, anonymous teaching assistants in an introductory information systems course, the study demonstrates how technology can mitigate these behaviors and promote inclusivity. The chatbots provided real-time, unbiased support, significantly enhancing the students' willingness to engage in help-seeking behaviors without fear of judgment. This practical application of chatbots not only supports academic …

Disclosure Benchmarking By Lawyers: Evidence Fromthe Ipo Setting, Michael S. Drake, Jeff Mcmullin, Kenneth Merkley, Chase Potter, John Treu

Faculty Publications

Lawyers play an important advisory role in drafting financial reports, yet empirical evidence documenting the influence of external legal counsel on this process remains sparse. This study focuses on a specific aspect of lawyers’ drafting process: the practice of reviewing disclosures previously filed by other issuers—a practice termed “disclosure benchmarking.” Using initial public offering (IPO) disclosures as the setting, we find that disclosure benchmarking is associated with amore efficient Securities and Exchange Commission (SEC) review process. We further find that it is associated with several measures of disclosure quality, including disclosures that are less likely to be revised in subsequent …

Technological Health: A New Perspective On Individual Well-Being In The Digital Era, Tanner Skousen, J. Andrew Lear

Faculty Publications

An individual’s well-being encompasses various facets, including physical, mental, and social health. This paper proposes that in a technology-dependent world, practitioners and researchers must adopt a “technological health” perspective. Through conceptual inquiry and extensive literature review, we propose the concept of technological health, drawing from related concepts. We present an initial framework that explicates technological health through the dimensions of access to technology, ability to use technology, and autonomy over technology. Practically, this new perspective refocuses our understanding of technological challenges and invites an ideology of diagnoses and treatments to comprehensively address individual-level concerns associated with personal technology use. Academically, …

Automating Evaluation Of Skill Assessment To Promote Skill Acquisition In The Area Of Data Analytics Automation, Joshua G. Coyne, Scott L. Summers, Brigham Villanueva, David A. Wood

Faculty Publications

As accounting increasingly embraces automation and data analytics, proficient skill assessment remains a challenge. We introduce an automated tool that streamlines the evaluation of Alteryx workflows. Utilizing the design science methodology, our tool effectively executes and compares Alteryx workflows against a solution, providing score and feedback. Validation demonstrates remarkable gains; our tool is error-free and 9 to 146 times faster than manual evaluation. The tool’s efficiency, accuracy, and user-friendliness make it much more feasible to assign unstructured Alteryx assignments for student development. Enhanced technology skills will promote hiring and productivity gains associated with automation in accounting.

Explaining Corporate Tax Avoidance, Andrew Belnap, Kaitlyn Kroeger, Jacob Thornock

Faculty Publications

The tax avoidance literature identifies dozens of variables that are related to corporate tax avoidance, but it lacks a framework for understanding the relative importance of these variables and the theories that drive these relations. We distill thirty years of tax avoidance research into key theories, and then use novel empirical techniques to quantify the relative and total importance of proposed explanations. We find that factors tied to investment opportunities contribute more to explained variation than other proposed theories. On the other hand, agency costs and financial reporting concerns explain very little variation in tax avoidance proxies, while operating metrics …

Triangulating The Likelihood Of Confusion: Linguistics And Consumer Surveys, Eric D. Derosia, Jesse Egbert, Thomas Lee

Faculty Publications

This Article highlights contributions that linguistic analysis can offer in the assessment of the likelihood of confusion in trademark infringement cases. Parties in such cases often engage an expert witness to conduct a survey that measures the likelihood of consumer confusion. We show how an expert linguist can provide important, nonintuitive dynamics of corroboration. We introduce “expert triangulation” as a conceptual framework to analyze whether, and to what extent, experts in linguistics and consumer surveys can corroborate one another. That is, having two different sources of empirical evidence which lead to similar conclusions should be a benefit to the courts, …

The Efects Of Cryptocurrency Wealth On Household Consumption And Investment, Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark Johnson, Jason Kotter

Faculty Publications

We use bank transaction data from millions of U.S. households to:

1. Characterize retail crypto investing
2. Examine the efect of crypto wealth on consumption and investment behavior
3. Zoom in on the efect of crypto wealth on housing spending
4. Document spillovers of crypto wealth to the local economy

Did I Buy The Right Gadget? A Methodological Replication Study, Paul A. Weisgarber, Joseph S. Valacich, Jeffrey L. Jenkins

Faculty Publications

This study is a methodological replication of Valacich et al.’s (2018) experiment, which investigated the evaluability hypothesis in the context of technology product assessment. The evaluability hypothesis suggests that the evaluation context significantly influences how users assess and perceive technology features. More specifically, it posits that the perception of technology features, as well as the ultimate selection of a technology product, is likely to differ depending on whether a single technology is evaluated in isolation or multiple technologies are evaluated simultaneously. Our replication study consisted of 310 participants who evaluated two wireless internet products with two product features – connection …

Moral Decision-Making In Organizations, Maryam Kouchaki, Isaac Smith

Faculty Publications

Research on moral decision-making in organizations has expanded significantly over the past few decades. In this review, we build on prior comprehensive reviews on the topic to provide an updated view of the field, based on the latest findings. We first provide a brief historical overview of influential theories of moral decision-making and then describe the individual characteristics, interpersonal factors, and organizational factors that have been shown to influence people's morally relevant choices, as well as the cognitive, affective, and even physiological processes at play. We then provide a more critical view of the field and focus on what we …

Student Interaction With Generative Ai: An Exploration Of An Emergent Information-Search Process, Ryan M. Schuetzler, Justin Scott Giboney, Taylor M. Wells, Benjamin Richardson, Tom Meservy, Cole Sutton, Clay Posey, Jacob Steffen, Amanda Lee Hughes

Faculty Publications

ChatGPT, a generative artificial intelligence, is one of the fastest-adopted tools in history and has quickly become a valued tool in education. This study seeks to understand how generative artificial intelligence has changed the information search process. We collected prompts submitted to ChatGPT and thoughts about ChatGPT responses through a survey of 455 students at a US university. Using thematic analysis, we identified ways that ChatGPT changes the information search process of students by supporting diverse information needs, allowing cycling of prompt adjustments, and promoting easy adoption of results.

The Role Of Trauma-Informed Care In Sustaining The Well-Being Of Refugee Entrepreneurs, Arielle Badger Newman, Lisa Jones Christensen

Faculty Publications

Many international aid organisations encourage refugees to engage in entrepreneurship after relocation to a new host country. Yet, this encouragement may be based on data about entrepreneurship from non-refugee populations, particularly those who do not experience the common traumas of forced relocation. This chapter addresses the topic of trauma and refugee entrepreneurship by asking the following question: How can support organisations encourage well-being (or mitigate ill-being) for entrepreneurial refugees? In doing so, we propose how organisations supporting refugee entrepreneurship can incorporate trauma-informed practices. Specifically, there are four “Rs” to being trauma-informed, which correspond to: realisation, recognition, response, and resistance to …

Detecting Social Desirability Bias With Human-Computer Interaction: A Mouse-Tracking Study, Paul A. Weisgarber, Joseph S. Valacich, Jeffrey L. Jenkins, David Kim, Manasvi Kumar

Faculty Publications

Social desirability bias undermines self-report accuracy, necessitating novel approaches to detect and mitigate its impact. This study aimed to investigate the influence of social desirability on questionnaire responses by analyzing mouse cursor movements and answering behaviors. Respondents (n=238) completed a health and wellness questionnaire while their mouse cursor data was recorded. The results revealed that individuals under a higher social desirability treatment exhibited significantly longer response times and slower mouse cursor speeds, supporting the hypothesis that they may engage in more cautious and deliberate responding. However, no significant differences were found in terms of mouse cursor deviations or answer switches …

Organizational Ghosts: How “Ghostly Encounters” Enable Former Leaders To Influence Current Organizational Members, Jeffrey S. Bednar, Jacob A. Brown

Faculty Publications

Leadership research has assumed that leader group prototypicality enhances leadership influence during a leader’s tenure. Other leadership research has also assumed that leaders, especially founders, can transformtheir leadership influence into a legacy thatwill survive death and departure from the organization and continue to impact followers. However, to understand the historically embedded nature of leadership influence, it is critical to unpack how specific leaders can become group prototypes and influence followers after their departure. We address this opportunity by examining organizational ghosts—former organizational members who become the ideal prototype of an organization’s values and identity. Drawing on qualitative data from an …

Costs And Benefits Of A Risk-Based Pcaob Inspection Regime, Brant E. Christensen, Nathan J. Newton, Michael S. Wilkins

Faculty Publications

We investigate the costs and benefits of the PCAOB’s risk-based inspection regime by studying how auditors respond to engagement-level inspection risk. Using an established inspection selection model, we find evidence that auditors behave consistent with accountability theory when auditing clients with elevated ex-ante inspection risk. Specifically, we observe an increased propensity to report material weaknesses, a decreased propensity to assert that previous material weaknesses have been remediated, increased audit effort, and a decreased likelihood of subsequent financial statement restatement. In general, these outcomes reflect auditors’ attempts to minimize negative inspection outcomes in a way that could be beneficial to investors. …

Artificial Intelligence’S Capabilities, Limitations, And Impact On Accounting Education: Investigating Chatgpt’S Performance On Educational Accounting Case, Xu (Joyce) Cheng, Ryan Dunn, Travis Holt, Kerry Inger, J. Gregory Jenkins, Jefferson Jones, James Long, Tina Loraas, Mollie Mathis, Jonathan Stanley, David A. Wood

Faculty Publications

This study evaluates the capabilities of ChatGPT models 3.5 and 4 to provide solutions to eight educational accounting cases. We find that ChatGPT’s ability to provide accurate solutions varies depending on the type of case requirement and topical area of accounting, with better performance on tasks requiring elements that require explanation, application of rules, and ethical evaluation. However, ChatGPT performs poorly on tasks that require financial statement creation, journal entries, or software use. Our study also finds that detection tools provided by ChatGPT's developer are ineffective in identifying text created by Artificial Intelligence Text Generators (AITG). We suggest ways in …

Leveraging Chatgpt For Enhancing The Internal Audit Process – A Real-World Example From A Large Multinational Company, Scott Emett, Marc Eulerich, Egemen Lipinski, Nicolo Prien, David A. Wood

Faculty Publications

We discuss how the internal audit function (IAF) of a large multinational energy company, Uniper, is starting to use ChatGPT to improve automation of internal auditing. We investigate the benefits and challenges of integrating ChatGPT into internal audit processes and assess its impact on the efficiency and effectiveness of the IAF. Uniper has implemented ChatGPT into parts of audit preparation, fieldwork, and audit reporting. On their initial tests, they estimate efficiency gains ranging from 50 to 80 percent for various processes. We report key risks and challenges with using ChatGPT in internal auditing as well as the initial key practices …