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Disclosure Benchmarking By Lawyers: Evidence Fromthe Ipo Setting, Michael S. Drake, Jeff Mcmullin, Kenneth Merkley, Chase Potter, John Treu Jan 2024

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 …


Stuck At Home: Does The Virtual Office Stifle Creativity?, Andrew Heng, Roy Y. J. Chua Jan 2024

Stuck At Home: Does The Virtual Office Stifle Creativity?, Andrew Heng, Roy Y. J. Chua

Research Collection Lee Kong Chian School Of Business

Remote work boosts flexibility but may stifle creativity. In her office one day last summer, Charlotte Christ, a 27-year-old marketing executive with the German office of one of the world’s leading automotive suppliers, did something she doesn’t think she could really do at home even though she often works there. At the office, she fell into a random conversation with a colleague, and together they came up with new ideas for her marketing campaign on how to offer incentives to the company’s target audiences, truck drivers.


Introducing Business School Research And Positive Impact, Howard Thomas Jan 2024

Introducing Business School Research And Positive Impact, Howard Thomas

Research Collection Lee Kong Chian School Of Business

Typically, there are three main priorities, and dimensions, which interact with each other as business schools frame their visions and missions of enhancing management knowledge and producing distinctive management theories and insights. First, the processes of knowledge generation and development to produce high quality, often multi-disciplinary research outputs involving academic faculty, doctoral students and ‘tri-sector’ participants. Second, knowledge dissemination in teaching and learning activities enabling the growth of quality education at undergraduate and postgraduate levels and thus contributing to student intellectual growth and societal socio-economic development and advancement. Third, knowledge transfer through ‘tri-sector’ collaboration, engagement and practice enhancements that is …


Market For Manipulable Information, Hui Chen, Jian Sun Jan 2024

Market For Manipulable Information, Hui Chen, Jian Sun

Research Collection Lee Kong Chian School Of Business

We study how investors, firms, and information sellers interact in a market with manipulable information. To better predict the firm characteristics they care about, investors can buy a score from a monopolistic information seller, which aggregates signals that are subject to firm manipulation. The average degree of signal manipulability has no effect on the equilibrium, while the uncertainty about manipulability becomes a new source of noise. Its contribution depends on firms' incentive to manipulate the signals, which in turn depends on the equilibrium price sensitivity to the score. The optimal design of the score weighs signal precision against the endogenous …


The Dark Side Of Category Expansion: Will Existing Ones Pay The Price?, Qi Yu, Ron Berman, Eric Bradlow Jan 2024

The Dark Side Of Category Expansion: Will Existing Ones Pay The Price?, Qi Yu, Ron Berman, Eric Bradlow

Research Collection Lee Kong Chian School Of Business

Many retailers that manage product assortments believe that “more is better”. We challenge this conventional wisdom by demonstrating that a retailer may face more price-sensitive demand for existing categories after a category expansion. While introducing a new category to a store may increase the demand for the existing ones, this increase sometimes suggests a movement towards the steeper part of the demand curve and an increase in price sensitivity. We build a model of multi-category purchases with transportation costs and generate a series of theoretical predictions of the changes in price sensitivity after category expansion. We then estimate the model …


Derivatives And Market (Il)Liquidity, Shiyang Huang, Bart Yueshen Zhou, Cheng Zhang Jan 2024

Derivatives And Market (Il)Liquidity, Shiyang Huang, Bart Yueshen Zhou, Cheng Zhang

Research Collection Lee Kong Chian School Of Business

We study how derivatives (with nonlinear payoffs) affect the underlying assets liquidity. In a rational expectations equilibrium, informed investors expect low conditional volatility and sell derivatives to the others. These derivative trades affect different investors utility differently, possibly amplifying liquidity risk. As investors delta hedge their derivative positions, price impact in the underlying drops, suggesting improved liquidity, because informed trading is diluted. In contrast, effects on price reversal are ambiguous, depending on investors relative delta hedging sensitivity, i.e., the gamma of the derivatives. The model cautions of potential disconnections between illiquidity measures and liquidity risk premium due to derivatives trading.


Climate Change Concerns And Mortgage Lending, Tinghua Duan, Frank Weikai Li Jan 2024

Climate Change Concerns And Mortgage Lending, Tinghua Duan, Frank Weikai Li

Research Collection Lee Kong Chian School Of Business

We examine whether beliefs about climate change affect loan officers’ mortgage lending decisions. We show that abnormally high local temperature leads to elevated attention to and belief in climate change in a region. Loan officers approve fewer mortgage applications and originate lower amounts of loans in abnormally warm weather. This effect is stronger among counties heavily exposed to the risk of sea-level rise, during periods of heightened public attention to climate change, and for loans originated by small lenders. Additional tests suggest that the negative relation between temperature and approval rate is not fully explained by changes in local economic …


The Effects Of Language-Related Misunderstanding At Work, John Fiset, Devasheesh P. Bhave, Nilotpal Jha Jan 2024

The Effects Of Language-Related Misunderstanding At Work, John Fiset, Devasheesh P. Bhave, Nilotpal Jha

Research Collection Lee Kong Chian School Of Business

Demographic, technological, and global trends have brought the language used at the workplace to the forefront. A growing body of research reveals that language could result in misunderstanding at work, and influence employees' performance and attitudinal outcomes. Language at work encompasses standard language (e.g., English) as well as several hybrid forms of language (non-native accents, code-switching, and jargon). We delineate how these forms of language could result in misunderstanding. We then identify relational, affective, and informational mechanisms that underlie the relationship between language-related misunderstanding and employees' performance and attitudinal outcomes, and highlight key boundary conditions. In doing so, we uncover …


The Impact Of Changing Disclosure Requirements, Competition, And Private Capital On Firm Exit Methods And Premiums, James C. Brau, Ninon K. Sutton, Qiancheng Zheng Jan 2024

The Impact Of Changing Disclosure Requirements, Competition, And Private Capital On Firm Exit Methods And Premiums, James C. Brau, Ninon K. Sutton, Qiancheng Zheng

Faculty Publications

Changing disclosure requirements and the evolution of US markets in the 21st century have created historic shifts in the exit strategies and payoffs for private firms. The propensity to sell to an acquirer has dominated firm exits in recent decades, especially for smaller private firms in highly concentrated industries. Exceptions to the merger exit preference are venture capital‐backed firms, which exhibit an enduring preference for IPOs, likely due to the reputation effects associated with this strategy. While the premium for IPO exits has exceeded that for M&A exits in the past, we document a reversal in this pricing trend: in …


The Efects Of Cryptocurrency Wealth On Household Consumption And Investment, Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark Johnson, Jason Kotter Jan 2024

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


Moral Decision-Making In Organizations, Maryam Kouchaki, Isaac Smith Jan 2024

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 …


How Can Chatbots Improve The Gender Gap In Information Systems?, Rebecca Berthelsen, Cherileigh L. Chandler, Lauren Dean, Mark Keith, Ryan M. Schuetzle, Degan Kettles, Greg Anderson Jan 2024

How Can Chatbots Improve The Gender Gap In Information Systems?, Rebecca Berthelsen, Cherileigh L. Chandler, Lauren Dean, Mark Keith, Ryan M. Schuetzle, Degan Kettles, Greg Anderson

Faculty Publications

The underrepresentation of women in STEM fields, including information systems (IS), is an ongoing issue that warrants our efforts to understand why a gender gap exists in this domain and what can be done to mitigate it. Prior research shows that women often have lower levels of self-efficacy than men regarding information systems tasks, which may explain the discrepancy between genders. In a previous study, we explored the effectiveness of a chatbot programming tutor in building self-efficacy of IS students and found that chatbot usage, which was self-reported, improved self-efficacy for all students but had a greater effect on self-efficacy …


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 Jan 2024

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 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 Jan 2024

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 Jan 2024

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 …


Understanding Product Interest Through Mouse-Cursor Tracking Analysis, Christopher Coors, Jeffrey Jenkins, Joseph S. Valacich, Markus Weinmann Jan 2024

Understanding Product Interest Through Mouse-Cursor Tracking Analysis, Christopher Coors, Jeffrey Jenkins, Joseph S. Valacich, Markus Weinmann

Faculty Publications

With third-party cookies being banned, alternative methods to assess users’ interests online are necessary. We propose that analyzing mouse cursor movements can help address this need. Based on the response activation model, we hypothesize that interest in a product will decrease the user’s movement speed and increase the number of submovements. We conducted an online study that monitored users’ mouse movements while they were presented with several products and navigated to a button to indicate purchase intention (yes/no). Following this, participants ranked their interest in each product. Contrary to our prediction, we found that product interest increased speed and decreased …


Strategic Alignment, Performance, And The Moderating Effect Of Regulatory Fit, Hayden T. Gunnell, Steven D. Smith, Travis W. Steadman Jan 2024

Strategic Alignment, Performance, And The Moderating Effect Of Regulatory Fit, Hayden T. Gunnell, Steven D. Smith, Travis W. Steadman

Faculty Publications

We examine how the alignment of performance measurement and strategy affects performance on a multidimensional task. Our experiment varies both the strategy (speed versus accuracy) of the hypothetical firm for which participants work and the individual performance measure that is reported to them, creating two conditions of clear alignment and two of clear misalignment. We find that while workers are responsive to the performance measure regardless of its alignment, they are also sensitive to the strategy such that costly alignment effects are observed. We also predict and find that workers respond asymmetrically to misalignment in accuracy performance but not in …


Anomaly Time, Boone Bowles, Adam V. Reed, Matthew C. Ringgenberg, Jacob Thornock Jan 2024

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.


Hidden Wealth And Automatic Information Sharing, Andrew Belnap, Jacob Thornock, Braden Williams Jan 2024

Hidden Wealth And Automatic Information Sharing, Andrew Belnap, Jacob Thornock, Braden Williams

Faculty Publications

In recent years, governments across the globe have implemented automatic information-sharing measures as a revolutionary tool to combat offshore tax evasion. Using hand-collected and private Internal Revenue Service data on participation in the Foreign Account Tax Compliance Act, we provide some of the first evidence of the costs and quality of information shared via automatic information sharing. We estimate that the aggregate costs borne by foreign financial institutions (FFIs) were $31–$52 billion. Furthermore, although 97 percent of FFIs have committed to sharing information with US tax authorities, there is significant variation in quality. Quality is lower for accounts held by …


Explaining Corporate Tax Avoidance, Andrew Belnap, Kaitlyn Kroeger, Jacob Thornock Jan 2024

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 …


Tax Sentiment And Compliance: Evidence From Social Media, Andrew Belnap, Jacob Thornock, Kevin Standridge, Braden Williams Jan 2024

Tax Sentiment And Compliance: Evidence From Social Media, Andrew Belnap, Jacob Thornock, Kevin Standridge, Braden Williams

Faculty Publications

Motivations for voluntary tax compliance that fall outside of a standard, rational model can be intrinsic or extrinsic. We use social media rhetoric about taxes to create a measure of tax sentiment that reflects taxpayers’ extrinsic, behavioral motivations for voluntary compliance, and then examine the association between public tax sentiment and tax compliance. Our machinelearning based approach for measuring sentiment uses millions of tax-related tweets, which vary by time and geography. We find that tax sentiment is negatively associated with tax compliance. Our main findings and cross-sectional tests are consistent with the notion that paying one’s taxes is a way …


The Effect Of Economic Nexus On Sales Tax Avoidance And Retail Purchases, Zackery D. Fox, John R. Robinson, Stephen A. Stewart Jan 2024

The Effect Of Economic Nexus On Sales Tax Avoidance And Retail Purchases, Zackery D. Fox, John R. Robinson, Stephen A. Stewart

Faculty Publications

We investigate the impact of adopting economic nexus laws on local consumer consumption patterns. To do so, we focus on a natural experiment involving Washington State, which enacted economic nexus in October of 2018, and its neighboring state Oregon, which has no sales tax. Utilizing data from the Nielsen Consumer Panel survey, we estimate a difference-in-differences regression to test whether the imposition of sales tax on internet purchases in Washington led to an increase in brick and mortar (B&M) retail purchases relative to those in Oregon. We report evidence that consumers in Washington increased purchases at B&M retailers relative to …


Parent Motivations For Enrolling Their Young Children In Early Childhood Programs: An Application Of The Theory Of Planned Behaviour, Rachel A. Mcgovern, Camilla Hodge, Edward Ruddell Jan 2024

Parent Motivations For Enrolling Their Young Children In Early Childhood Programs: An Application Of The Theory Of Planned Behaviour, Rachel A. Mcgovern, Camilla Hodge, Edward Ruddell

Faculty Publications

This study used the theory of planned behaviour to identify and determine the relative influence of factors influencing parents’ decisions to enrol their young children (3 to 5 years old) in early childhood programs at a specific museum venue. An eliciting questionnaire was distributed to museum members with at least one child 3–5 years old to elicit outcome expectancies, normative beliefs, and control beliefs, and these responses were developed into items for the main questionnaire. Regression and correlation analyses were conducted to determine factors associated with parents’ intention to enrol their children. Parents across socioeconomic and educational backgrounds indicated they …


An Examination Of The Stability Of The Remembering Self When Measuring Social Connection Derived From A Shared Leisure Experience, Camilla Hodge, Karen K. Melton, Mat D. Duerden, Mark A. Widmer, Aubrey Rushton, Alexis Kelley Jan 2024

An Examination Of The Stability Of The Remembering Self When Measuring Social Connection Derived From A Shared Leisure Experience, Camilla Hodge, Karen K. Melton, Mat D. Duerden, Mark A. Widmer, Aubrey Rushton, Alexis Kelley

Faculty Publications

Social connection has been identified as a public health priority, and is often positioned, in various forms, as an outcome of leisure experiences. In cases of assessing the hedonic quality of experiences, research has identified a relative permanence and stability in the remembering self; however, whether the same is true when measuring social connection is unknown. Therefore, this study aimed to determine whether recall of social connection after a structured, shared leisure experience changed over time. We compared assessments of social connection among a sample of 68 adults immediately following four structured, shared leisure experiences and again four weeks later. …


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 Jan 2024

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 …


Did I Buy The Right Gadget? A Methodological Replication Study, Paul A. Weisgarber, Joseph S. Valacich, Jeffrey L. Jenkins Jan 2024

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 …


Technological Health: A New Perspective On Individual Well-Being In The Digital Era, Tanner Skousen, J. Andrew Lear Jan 2024

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, …


Politics Speak Louder Than Skills: Political Similarity Effects In Hireability Judgments In Multiparty Contexts And The Role Of Political Interest, Franz W. Moenke, Filip Lievens, Ursula Hess, Philipp Schaepers Jan 2024

Politics Speak Louder Than Skills: Political Similarity Effects In Hireability Judgments In Multiparty Contexts And The Role Of Political Interest, Franz W. Moenke, Filip Lievens, Ursula Hess, Philipp Schaepers

Research Collection Lee Kong Chian School Of Business

Recruiters increasingly cybervet job applicants by checking their social media profiles. Theory (i.e., the political affiliation model, PAM) and research show that during cybervetting, recruiters are exposed to job-unrelated information such as political affiliation, which might trigger similarity-attraction effects and bias hireability judgments. However, as the PAM was developed in a more polarized two-party political system, it is pivotal to test and refine the PAM in a multiparty context. Therefore, we asked working professionals from the United States (two-party context, N = 266) and Germany (multiparty context, N = 747) to rate an applicant’s hireability after cybervetting a LinkedIn profile …


From Net Zero To Nature Positive, Simon J.D. Schillebeeckx, Ryan Merrill Jan 2024

From Net Zero To Nature Positive, Simon J.D. Schillebeeckx, Ryan Merrill

Research Collection Lee Kong Chian School Of Business

The concept of Net Zero, once considered a significant step towards sustainability, is now seen as outdated and insufficient in addressing climate change and biodiversity loss. To heal our planet, businesses must collectively adopt Regeneration: a holistic, impact-focused, and much more effective Nature Strategy. It's crucial that we recognize other planetary boundaries beyond carbon and transcend a company’s responsibility beyond emissions culpability. By choosing a Nature Pledge over or in addition to a Net-Zero pledge, you will be making a profound commitment to real systemic change and planetary health.


Steering The Intangible Wheel: Chief Executive Officer Effect On Corporate Cultural Change, Xina Li, Guoli Chen, Rui Shen Jan 2024

Steering The Intangible Wheel: Chief Executive Officer Effect On Corporate Cultural Change, Xina Li, Guoli Chen, Rui Shen

Research Collection Lee Kong Chian School Of Business

We provide large-scale empirical evidence of how much chief executive officers (CEOs) change corporate culture. To do this, we use employee reviews to measure corporate cultural change in S&P 1500 firms. In a variance decomposition analysis, we find a modest effect of CEOs on corporate cultural change. The effect of CEOs on cultural change is larger than industry effect but smaller than firm effect. Regression analysis in the context of CEO succession further shows consistent evidence of a modest effect of CEO succession on corporate cultural change. In addition, the relationship between CEOs and cultural change is not likely to …