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Full-Text Articles in Entire DC Network
Information Asymmetry: A Configurational Perspective In Buyer-Supplier Relationships, Soode Vaezinejad
Information Asymmetry: A Configurational Perspective In Buyer-Supplier Relationships, Soode Vaezinejad
Open Access Dissertations
Information asymmetry in buyer-supplier relationships has been linked to several influencing factors. However, these factors are often examined in isolation, limiting understanding of their synergistic effects. Grounded in agency theory, signaling theory, and transaction cost economics, this study adopts a configurational perspective to examine which combinations of factors lead to high information asymmetry. Using a three-part study design, we first conduct a systematic literature review to identify relevant factors, which are then refined and prioritized through a Delphi study. Building on this foundation, fuzzy-set Qualitative Comparative Analysis (fsQCA) is applied to survey data from 385 buyer managers to uncover equifinal …
Unpacking And Re-Imagining Dental Ethics With Anti-Oppressive And Interdisciplinary Praxis, Eleanor Fleming Phd, Dds, Mph, Ficd, Facd
Unpacking And Re-Imagining Dental Ethics With Anti-Oppressive And Interdisciplinary Praxis, Eleanor Fleming Phd, Dds, Mph, Ficd, Facd
Journal of the American College of Dentists
Dental ethics are assumed to be neutral in their intent. With a social contract grounded in liberalism and assumptions centering whiteness, the resulting ethics reinforce hierarchy, otherness, and inequities. Because concepts and practices are rarely neutral, dental ethics is embedded with biases, which results in it falling short of the demands of the 21st century and exacerbating health inequities rather than supporting efforts for health justice. This manuscript invites the reader to reflect critically and re-imagine dental ethics using anti-oppressive and interdisciplinary praxis. For the improvement of public health, the narrowing of inequities, and a functioning oral health system, the …
Carbon Emissions And Greenwashing: Do High Esg Scores Reflect Real Decarbonization?, Alison Steenerson
Carbon Emissions And Greenwashing: Do High Esg Scores Reflect Real Decarbonization?, Alison Steenerson
All Master's Theses
This study examines the relationship between environmental scores, environmental performance, disclosure quality, and firm characteristics using a sample of publicly traded firms observed in 2020 and 2021. A two-stage regression framework was used to separate environmental scores into components explained by observable environmental performance, firm characteristics, disclosure practices, and environmental commitments. Results indicate that emissions intensity has a statistically significant but economically small relationship with environmental scores. In contrast, disclosure quality measures exhibited strong positive associations with environmental scores. Firms reporting emissions, participating in CDP, disclosing emissions targets, and adopting science-based targets received higher environmental scores independent of environmental performance. …
A Firm’S Operational Risk: Data Set And Empirical Evidence, Vivek Astvansh, Joseph J. Simpson
A Firm’S Operational Risk: Data Set And Empirical Evidence, Vivek Astvansh, Joseph J. Simpson
International Business and Entrepreneurship Faculty Publications
Problem definition: A firm’s stakeholders would benefit from a quantitative measure of the managerial disclosure of its operational risk and the implications of this disclosure. However, a quantitative and scalable measure of a firm’s disclosed operational risk is unavailable. Thus, the firm’s stakeholders remain unaware of its disclosed operational risk and the risk’s implications. Methodology/results: U.S. law requires a public firm to textually disclose its operational and nonoperational risks in Item 1A of its annual report (i.e., Form 10-K). We train 64 transformer models on U.S. public firms’ Item 1A text to score 131,920 firm-years (16,959 firms, 2005 to 2024) …
Making Words Count: Computational Linguistics In Management Research, Joseph J. Simpson, Richard A. Hunt, David M. Townsend, Judy Rady, Elham Asgari, Mohammad Rady, Daniel J. Beal
Making Words Count: Computational Linguistics In Management Research, Joseph J. Simpson, Richard A. Hunt, David M. Townsend, Judy Rady, Elham Asgari, Mohammad Rady, Daniel J. Beal
International Business and Entrepreneurship Faculty Publications
In recent years, a rapidly growing number of management scholars are using computational linguistics (CL) to analyze vast corpora of naturally occurring organizational language. Yet the rapid adoption of CL methods has outpaced the development of shared standards for linking theoretical constructs, linguistic data, and computational measurement. We synthesize 353 articles published in leading management journals for 2013–2025, identifying four recurring challenges shaping the credibility of CL-based research: misalignment between constructs and textual corpora, unnecessary model complexity, the opacity of large language model workflows, and insufficient transparency in reporting. Building on these patterns, we develop four integrative design principles—construct-language fit, …
From Privacy To Profit: The Evolution Of Name, Image, And Likeness Rights And The Revolution In College Athletics Toward Collegiate Capitalism, Donald M. Remy
From Privacy To Profit: The Evolution Of Name, Image, And Likeness Rights And The Revolution In College Athletics Toward Collegiate Capitalism, Donald M. Remy
Dickinson Law Review (2017-Present)
The story of Name, Image, and Likeness (NIL) rights in American law is one of adaptation, transformation, and ultimately, revolution. What began as a modest recognition of personal dignity in the late 19th century has evolved into a multibillion-dollar framework that has fundamentally altered the landscape of college athletics. The journey from Samuel Warren and Louis Brandeis’s seminal articulation of the “right to be let alone” to the June 2025 approval of the House v. NCAA1 settlement represents not merely a doctrinal evolution but a profound shift in how American society conceptualizes the relationship between identity, commerce, and fair …
Name, Image, Likeness And The Great American Pastime, Barbara Lauriat
Name, Image, Likeness And The Great American Pastime, Barbara Lauriat
Dickinson Law Review (2017-Present)
The ability of high-profile athletes to commercialize name, image, and likeness (NIL) rights is at the center of many current controversies about the future of college sports in the United States. This Article describes how what we call NIL protection— largely based on publicity rights doctrines developed in the mid-20th century—is historically recent, conceptually unstable, and insufficiently scrutinized, even though it now underwrites major entertainment markets in sports. Just as baseball is a sport particularly identified with the United States, there is also a peculiarly American approach to the protection of persona. Using baseball as the central case study, the …
Reassessing Argentina’S 2018 Crisis: Fiscal Imbalances, External Constraints, And Imf Policy, Michael Garcia
Reassessing Argentina’S 2018 Crisis: Fiscal Imbalances, External Constraints, And Imf Policy, Michael Garcia
Honors Theses
This thesis will evaluate the causes of Argentina’s 2018 financial crisis, examining how it should be evaluated through the lens of fiscal imbalance or by external constraints. The dominant interpretation is shown in the International Monetary Fund’s (IMF) 2018 Standby Agreement. It attributed the crisis to excessive fiscal deficits, inflation, and weak monetary discipline. This perspective is supported by the Polak model. The model itself connects domestic credit expansion to balance of payment imbalances. It views external crises resulting from internal policy excess.
This paper offers an alternative interpretation of a post-Keynesian that emphasizes external vulnerability, foreign currency debt, and …
Leveling The Playing Field: The Atlantic Coast Conference’S Settlement With Florida State University And Clemson University, Emma Lloyd Best, Kyre Dane Lahtinen
Leveling The Playing Field: The Atlantic Coast Conference’S Settlement With Florida State University And Clemson University, Emma Lloyd Best, Kyre Dane Lahtinen
Fordham Intellectual Property, Media and Entertainment Law Journal
This Article examines the legal disputes and subsequent settlement between the Atlantic Coast Conference and two of its prominent member institutions, Florida State University and Clemson University. The conflicts centered on the Atlantic Coast Conference’s extension of its media rights agreement with ESPN, which both universities argued were not properly approved under conference bylaws and imposed an unconscionable withdrawal penalty. Florida State University sought to challenge the enforceability of the Grant of Rights and its associated penalties, while Clemson University pursued a narrower interpretation, aiming to limit broadcast rights and financial obligations upon exit. The …
Leveling The Playing Field: The Atlantic Coast Conference’S Settlement With Florida State University And Clemson University, Emma Lloyd Best, Kyre Dane Lahtinen
Leveling The Playing Field: The Atlantic Coast Conference’S Settlement With Florida State University And Clemson University, Emma Lloyd Best, Kyre Dane Lahtinen
Fordham Intellectual Property, Media and Entertainment Law Journal
This Article examines the legal disputes and subsequent settlement between the Atlantic Coast Conference and two of its prominent member institutions, Florida State University and Clemson University. The conflicts centered on the Atlantic Coast Conference’s extension of its media rights agreement with ESPN, which both universities argued were not properly approved under conference bylaws and imposed an unconscionable withdrawal penalty. Florida State University sought to challenge the enforceability of the Grant of Rights and its associated penalties, while Clemson University pursued a narrower interpretation, aiming to limit broadcast rights and financial obligations upon exit. The Article delves into the history …
The Impact Of A Kentucky Nutrition Education Program Social Marketing Campaign On Resident Health, Trinity Elizabeth Foster
The Impact Of A Kentucky Nutrition Education Program Social Marketing Campaign On Resident Health, Trinity Elizabeth Foster
Theses and Dissertations--Agricultural Economics
Poor diet quality and physical inactivity are common health issues in the United States. To remedy these issues among low-income households, the United States Department of Agriculture created the Supplemental Nutrition Assistance Program Education Program (SNAP-Ed), which promoted healthy eating and physically active lifestyles through multiple avenues. The social marketing approach of SNAP-Ed uses marketing strategies to relay information to the public. In Kentucky, a statewide billboard campaign was launched in 2018 encouraging residents to focus on nutrition and physical activity. This study investigates the impact of that campaign on health outcomes in counties throughout the state. Using billboard location …
Beyond Price: How Platform Power Shapes Demand Allocation In Online Hotel Channels, Ling Ling, Timothy Webb, Zvi Schwartz
Beyond Price: How Platform Power Shapes Demand Allocation In Online Hotel Channels, Ling Ling, Timothy Webb, Zvi Schwartz
Human Movement Studies & Special Education Faculty Publications
Rate disparity remains a widely used but poorly understood pricing strategy in the hotel industry. While previous research generally assumes that lower prices shift demand toward less expensive channels, this study investigates whether such effects occur in practice. Using high-frequency booking and pricing data from five full-service hotels across multiple online travel agencies (OTAs), we analyze how rate disparity relates to the distribution of demand across channels. The findings show that the impact of price differences is limited, highly non-linear, and strongly dependent on contextual factors. Channel market power and hotel-specific characteristics seem to play a more significant role than …
Leadership Perceptions In Mid-Major Ncaa Athletics: Exploring Women's Teams Head Coaches' Experiences With Athletic Department Senior Staff, Sydnie A. Steele
Leadership Perceptions In Mid-Major Ncaa Athletics: Exploring Women's Teams Head Coaches' Experiences With Athletic Department Senior Staff, Sydnie A. Steele
Theses and Dissertations--Education Sciences
Leadership practices within NCAA Division I athletic departments can shape the professional climate, well-being, and stability of the coaching staff. Yet, limited research has explored how senior administrators influence the experiences of coaches who lead women’s teams at mid-major institutions. This phenomenological inquiry study explored how head coaches interpret their interactions with senior athletic department staff and how these relational dynamics inform perceptions of support.
Twelve Division I head coaches participated in semi-structured Zoom interviews about their experiences at former institutions. The interview protocol integrated the LMX-7 framework with open-ended questions to capture the significance of the head coaches’ lived …
The Hidden Costs Of Consumption: A Multi-Context Investigation On Stigma And Social Judgment, Siti Nuraisyah Suwanda
The Hidden Costs Of Consumption: A Multi-Context Investigation On Stigma And Social Judgment, Siti Nuraisyah Suwanda
Graduate Theses, Dissertations, and Problem Reports (ETD)
Consumption is not always as simple as an exchange of value between a buyer and a seller. In many contexts, what individuals choose to consume or not consume can carry social meaning, leading to judgment and devaluation. While prior research has explored stigma broadly in marketing and consumer behavior, less attention has been given to stigma that caused specifically by consumption choices. This dissertation addresses this gap by examining how consumption becomes socially evaluated and judged across different contexts, with the goal of advancing both theoretical understanding and practical insights into socially sensitive consumption.
Essay One develops the foundation by …
Greed, Guilt, And Generative Ai: Emotional Dynamics In Digital Consumer Interactions, Danielle Lynn Hass
Greed, Guilt, And Generative Ai: Emotional Dynamics In Digital Consumer Interactions, Danielle Lynn Hass
Graduate Theses, Dissertations, and Problem Reports (ETD)
Digital consumer interactions are increasingly shaped by complex emotional dynamics. As digital platforms and Generative AI (GenAI) technologies proliferate in our everyday lives, it is critical to understand the emotional undercurrents and how they impact consumer behavior. This dissertation investigates these dynamics through three essays that explore how emotions impact consumer experiences in digital spaces, with an overall goal to offer theoretical and practical insights into the interaction of human psychology and technological advancement in the consumer behavior field.
Essay One examines the paradox of pleasure and pain in online brand communities, where collectors grapple with the opposing forces of …
Leadership Studies In The Master Of Divinity (M.Div.) Curricula Of The Southern Baptist Convention (Sbc) Seminaries, Todd Stinnett
Leadership Studies In The Master Of Divinity (M.Div.) Curricula Of The Southern Baptist Convention (Sbc) Seminaries, Todd Stinnett
Dissertations
This dissertation chronicles the pursuit of an answer to the following question: In what ways have Southern Baptist Conventions (SBC) seminaries incorporated leadership studies into the curricula of their Master of Divinity (M.Div.) programs? This dissertation is a qualitative, multi-site case study that utilized a descriptive method of research. The research also utilized a qualitative interview that asked seminary administrators about their understanding of leadership studies and the place of those studies in the leadership courses that each seminary provided. One administrator from each of the six SBC seminaries was interviewed for this research. Content analysis was used to discover …
Gamification Of Online And Onsite Corporate Trainings In The Philippines, Jyro B. Triviño, Kylie Rayne S. Cai, Jan Angeli G. Cane, Clarissa Marie R. Fernandez, Faith D. Goli Cruz, Kleid L. Pedraja
Gamification Of Online And Onsite Corporate Trainings In The Philippines, Jyro B. Triviño, Kylie Rayne S. Cai, Jan Angeli G. Cane, Clarissa Marie R. Fernandez, Faith D. Goli Cruz, Kleid L. Pedraja
Business Insights Laboratory for Development (BUILD)
This study examined Filipino corporate trainers’ views on the effectiveness of gamification in onsite and online training. Using Clark and Braun’s thematic analysis, eight trainers shared their insights into its impact on engagement, motivation, and reinforcement. Results showed gamification can boost participation and structure learning, but its success depends on deliberate integration of game elements and digital tools. This varied slightly between modalities, especially when involving inductive and deductive assessments. Trainers emphasized the importance of incorporating interactive activities, providing feedback, enhancing competition, and offering rewards to strengthen engagement. The study also identified the complementary benefits of online and onsite training …
Women's Work And Wealth: Measuring The Impact Of Incremental Liberations, 1850-1870, Hannah Kelly
Women's Work And Wealth: Measuring The Impact Of Incremental Liberations, 1850-1870, Hannah Kelly
Williams Honors College, Honors Research Projects
Using a two-way fixed effects difference-in-difference model, this project analyzes data from the IPUMS Full Count census for 1850, 1860, and 1870 at a state level for 48 states. Four models assess the impact of property laws on women's real property holdings, labor force participation, household types, and real property values.
By quantifying the impact of various legal reforms on women's economic empowerment, this project fills a gap in the understanding of the intersection between law, society, and women's economic agency during a transformative period in pre-industrial American history. These impacts can implicate the effectiveness of legislative measures in advancing …
Heartbeats: Sustainable Practices In Business, Natalie Pham, Shareef Awadallah, Lily Lisco, Logan Blissenbach, Nikolaos Verginis
Heartbeats: Sustainable Practices In Business, Natalie Pham, Shareef Awadallah, Lily Lisco, Logan Blissenbach, Nikolaos Verginis
Williams Honors College, Honors Research Projects
HeartBeats Co. LLC is a premier audio and software technology brand that brings renewed character and performance to a stagnant space, revolutionizing the listening experience by engineering a digital music platform and headphones that possess distinct style and exceptional performance. While our team identifies and tracks trends in the market, we strive to establish market trends rather than to follow them. We are a company founded on innovation, redefining the music streaming market by combining the importance of wellness with the latest audio and software technologies and innovative functionalities. This document outlines a ten-year plan for efficient and impactful scaling, …
Bare Bones Creamery/Ice Cream, Hanna Pope, Mason Dexter, Stephen Parker, Evan Trumpower, Logan Miller
Bare Bones Creamery/Ice Cream, Hanna Pope, Mason Dexter, Stephen Parker, Evan Trumpower, Logan Miller
Williams Honors College, Honors Research Projects
Essentially, our project focuses on the fictional company, “Bare Bones Creamery.” Bare Bones Creamery is a company that sells all natural, affordable, no nonsense ice cream targeted towards people between the ages of 18 to 40. Our main goal is to document the process to grow and scale this company to 100 employees in about 10 years. Outside of this, we’ll also develop different departments of the company including finance, accounting, supply chain, IT/ data analytics, human resources, legal, sales, and marketing. Each department will grow with the company and will become more detailed as time progresses. Certain variables such …
Pawpulse Dog Collar, Sean Graham, Hailey Barger, Connor Mulichak, Addison Towne, Kieran Nolan
Pawpulse Dog Collar, Sean Graham, Hailey Barger, Connor Mulichak, Addison Towne, Kieran Nolan
Williams Honors College, Honors Research Projects
PawPulse is revolutionizing pet care through innovative technology that enhances pet health, safety, and well-being. Combining advanced hardware designs, AI-driven analytics, and IoT integrations, PawPulse offers a comprehensive ecosystem that empowers pet owners with actionable insights into their pets' health and activity. As a global leader in pet health technology, PawPulse integrates features like real-time health monitoring, predictive analytics, and location tracking into a seamless mobile app experience.
This project examines the growth and scaling strategies of PawPulse, focusing on critical areas such as Information Systems, Analytics, and Legal frameworks. It details the company's strategic evolution from a startup to …
The Impact Of Brexit On Uk Trade Flows: A Product-Level Analysis, Tyler J. Shean
The Impact Of Brexit On Uk Trade Flows: A Product-Level Analysis, Tyler J. Shean
Williams Honors College, Honors Research Projects
The United Kingdom formally left the European Union in 2020, a significant event known as Brexit. The separation caused political and economic consequences for the UK, particularly affecting trade flows in and out of the country. However, the extent of these impacts both in the short and long term-remains uncertain. This paper analyzes the impact of Brexit on exports and imports for the United Kingdom and the rest of the EU. The study also looks at industry-specific data, giving a detailed perspective on sectors that experienced the biggest consequences of the event. The World International Trade Solution (WITS) by the …
How Does Economic Policy Uncertainty Affect Individual Contributions To Retirement Accounts?, David I. Becker
How Does Economic Policy Uncertainty Affect Individual Contributions To Retirement Accounts?, David I. Becker
Honors Undergraduate Theses
This study tests whether Economic Policy Uncertainty (EPU) is associated with U.S. retirement contributions and whether responses differ across account types. Using annual contribution data for defined contribution plans and Traditional and Roth IRAs with the Baker, Bloom, and Davis EPU index, I estimate multivariate regressions with standard macroeconomic controls and compare contemporaneous and lagged specifications. EPU is positively associated with 401(k) contributions, negatively associated with Traditional IRA contributions in the contemporaneous model, and not statistically significant for Roth IRAs. These results suggest uncertainty may shift how households save for retirement rather than uniformly reducing retirement saving.
Stringency Of Family Firms And Owner-Managers In The Transition To Low-Carbon Emissions, Morten Bennedsen, John Doukas, Halit Gonenc
Stringency Of Family Firms And Owner-Managers In The Transition To Low-Carbon Emissions, Morten Bennedsen, John Doukas, Halit Gonenc
Finance Faculty Publications
This study examines the relationship between carbon emissions and stock returns, with a focus on the role of family ownership and management. Using a sample of 435 publicly listed firms from 14 Western European countries over the period 2010–2020, we explore whether financial markets perceive family-controlled firms, particularly those led by family-member CEOs, differently in terms of their commitment to sustainable practices. Consistent with prior research, our results indicate that firms with higher emissions earn higher stock returns while simultaneously experiencing lower market valuations, consistent with the presence of a carbon risk premium driven by elevated carbon transition risk. Crucially, …
Does Bidder Complexity Affect Market Reactions To M&A Decisions?, Rajib Chowdhury, John A. Doukas
Does Bidder Complexity Affect Market Reactions To M&A Decisions?, Rajib Chowdhury, John A. Doukas
Finance Faculty Publications
We examine whether and how bidder complexity influences investor reactions to merger and acquisition (M&A) announcements. Using an established measure of complexity, we find a significant positive relationship between acquiring firm complexity and cumulative abnormal returns (CAR). This suggests that investors perceive more complex firms as capable and value-enhancing participants in M&A activities. The association is particularly strong for bidders with high operating risk, greater R&D intensity, and larger firm size. We also find that complex bidders tend to offer higher takeover premiums. Overall, our study contributes to the literature by demonstrating that bidder complexity is an important determinant of …
Tail Dependence: The Impact Of Risk Spillovers On Real Estate Markets In Times Of Economic And Geo-Political Uncertainty, Stanimira Milcheva, Simon Stevenson, Lingshan Xie
Tail Dependence: The Impact Of Risk Spillovers On Real Estate Markets In Times Of Economic And Geo-Political Uncertainty, Stanimira Milcheva, Simon Stevenson, Lingshan Xie
Finance Faculty Publications
The first half of the 2020's has seen a degree of economic and geo-political uncertainty not observed since the 1970s. This paper looks at how listed real estate is exposed to capital market shocks by estimating Conditional Value-at-Risk (CoVaR), which captures the sensitivity of real estate returns to extreme movements in broader equity markets. We use threshold Generalized Autoregressive Conditional Heteroskedasticity (tGARCH) and Copula co-dependency functions to accurately account for tail behavior and dependency structures. We find a significant increase in downside spillovers from capital markets to listed real estate during the Covid period across most countries. However, the response …
The Influence Of Family Ownership, Family Involvement, And Founder Generation On Dividend Policy: Evidence From Non-Cyclical Consumer Family Firms In Indonesia (2019–2023), Matteo Firdaus, Dini Rosdini, Runita Arum Kanti
The Influence Of Family Ownership, Family Involvement, And Founder Generation On Dividend Policy: Evidence From Non-Cyclical Consumer Family Firms In Indonesia (2019–2023), Matteo Firdaus, Dini Rosdini, Runita Arum Kanti
Journal of Accounting Auditing and Business
Family firms play a pivotal role in shaping Indonesia’s economic landscape, with their unique governance structures influencing key financial decisions such as dividend distribution. This study provides an in-depth examination of how family ownership, family involvement, and the generational status of the founder shape dividend policy among 24 non-cyclical consumer family firms listed on the Indonesia Stock Exchange (IDX) over the period 2019–2023. Firm size and profitability are incorporated as control variables to ensure the robustness of the analysis. Employing panel data regression techniques, the study uncovers several notable findings. First, family ownership exerts a positive and statistically significant influence …
Hardware Without Humanware: Robot Adoption, Talent Structure Degradation, And Firm Innovation, Wenhao Sun, Zhenyu Wu, Chevy-Hanqing Fang
Hardware Without Humanware: Robot Adoption, Talent Structure Degradation, And Firm Innovation, Wenhao Sun, Zhenyu Wu, Chevy-Hanqing Fang
Business and Information Technology Faculty Research & Creative Works
Contrary to the prevailing view that automation complements skilled labor in advanced economies, this study examines the unintended consequences of robot adoption in emerging markets. Drawing on strategic human capital theory, we exploit China's manufacturing sector as a natural experiment to identify the causal impact of industrial intelligence on firm-level innovation. Using a unique dataset of more than 90,000 public and private firms from the National Enterprise Innovation Database (2008–2014), we uncover a counterintuitive result: robot adoption significantly reduces firm innovation, which is notably more pronounced for private-owned firms and those with weaker innovation capabilities. Mediation analyses further show that …
Gubernatorial Re-Election Incentives, Local Investment Bias, And Pension Fund Performance, Hongxian Zhang, Liang Guo, Jun Hao, Yu Liu
Gubernatorial Re-Election Incentives, Local Investment Bias, And Pension Fund Performance, Hongxian Zhang, Liang Guo, Jun Hao, Yu Liu
Business and Information Technology Faculty Research & Creative Works
We investigate the impact of gubernatorial re-election incentive and political factors on US public pension funds from 1990 to 2022. Our empirical analysis finds no significant overall relationship between gubernatorial re-election incentives and local bias in the full sample. However, the effect of gubernatorial re-election incentives on local bias is influenced by a state's level of corruption. Specifically, in states within the lowest corruption quantile, governors eligible for re-election tend to prioritize local investments to gain consistent support. In contrast, in states within the highest corruption quantile, heightened scrutiny may encourage re-election-eligible governors to adopt conservative investment policies that do …
Counterfactual Indeterminacy Bias In Family Firm Research, Chevy-Hanqing Fang, James J. Chrisman, Alfredo De Massis
Counterfactual Indeterminacy Bias In Family Firm Research, Chevy-Hanqing Fang, James J. Chrisman, Alfredo De Massis
Business and Information Technology Faculty Research & Creative Works
Ever since scholars recognized that family firms are heterogeneous, many studies have attempted to compare different types of family firms without ensuring that the source of heterogeneity is unique to family firms. When the source of heterogeneity among family firms resembles the source of heterogeneity among nonfamily firms, the problem of counterfactual indeterminacy bias can lead to misleading or irrelevant findings that fail to distinguish the effects of family influence from factors that affect all firms. We delineate common forms of this bias and offer recommendations to prevent it in research on family firm behavior and performance.