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Articles 1351 - 1380 of 1801
Full-Text Articles in Business
Forval: Computer Software Package For Agricultural And Natural Resources Investment Analysis, T. J. Straka, Steven H. Bullard
Forval: Computer Software Package For Agricultural And Natural Resources Investment Analysis, T. J. Straka, Steven H. Bullard
Faculty Publications
The valuation of agricultural and natural resource investments presents challenging analysis problems that often require the use of computer software. Most of these computer packages are complex and costly. FORVAL is a free, user-friendly, menu-driven, agricultural and natural resource investment analysis package. It can accommodate any investment scenario and includes the standard financial criteria (net present value, rate of return, equal annual income, benefit/cost ratio, and land expectation value for forestry investments). FORVAL accommodates various cash flows like single sum, terminating annual and periodic series, and perpetual annual and periodic series. It also has options for payment and price projections.
Detecting Concealment Of Intent In Transportation Screening: A Proof Of Concept, Judee K. Burgoon, Douglas P. Twitchell, Matthew L. Jensen, Thomas O. Meservy, Mark Adkins, John Kruse, Amit V. Deokar, Gabriel Tsechpenakis, Shan Lu, Dimitris N. Metaxas, Jay F. Nunamaker Jr., Robert E. Younger
Detecting Concealment Of Intent In Transportation Screening: A Proof Of Concept, Judee K. Burgoon, Douglas P. Twitchell, Matthew L. Jensen, Thomas O. Meservy, Mark Adkins, John Kruse, Amit V. Deokar, Gabriel Tsechpenakis, Shan Lu, Dimitris N. Metaxas, Jay F. Nunamaker Jr., Robert E. Younger
Faculty Publications
Transportation and border security systems have a common goal: to allow law-abiding people to pass through security and detain those people who intend to harm. Understanding how intention is concealed and how it might be detected should help in attaining this goal. In this paper, we introduce a multidisciplinary theoretical model of intent concealment along with three verbal and nonverbal automated methods for detecting intent: message feature mining, speech act profiling, and kinesic analysis. This paper also reviews a program of empirical research supporting this model, including several previously published studies and the results of a proof-of-concept study. These studies …
An Empirical And Consumer Psychology Analysis Of Trademark Distinctiveness, Thomas R. Lee, Eric D. Derosia, Glenn L. Christensen
An Empirical And Consumer Psychology Analysis Of Trademark Distinctiveness, Thomas R. Lee, Eric D. Derosia, Glenn L. Christensen
Faculty Publications
This article analyzes the taxonomy of trademark distinctiveness that has long been endorsed in the courts and scholarly commentary. This distinctiveness scale is routinely justified on the basis of an assumption about consumer psychology: that consumers perceive suggestive, arbitrary, or fanciful marks as source-indicating, but see descriptive marks as "merely descriptive." Although this core premise of trademark law is a fundamental matter of consumer psychology, it has never been subjected to scrutiny under the light of consumer psychology theory and empirical analysis. We offer a consumer psychology model for questioning the law of distinctiveness (or "source indication") and then test …
Reinforcement Learning And Savings Behavior, James J. Choi, David Laibson, Brigitte C. Madrian, Andrew Metrick
Reinforcement Learning And Savings Behavior, James J. Choi, David Laibson, Brigitte C. Madrian, Andrew Metrick
Faculty Publications
We show that individual investors over-extrapolate from their personal experience when making savings decisions. Investors who experience particularly rewarding outcomes from 401(k) saving—a high average and/or low variance return—increase their 401(k) savings rate more than investors who have less rewarding experiences. This finding is not driven by aggregate time-series shocks, income effects, rational learning about investing skill, investor fixed effects, or time-varying investor-level heterogeneity that is correlated with portfolio allocations to stock, bond, and cash asset classes. We discuss implications for the equity premium puzzle and interventions aimed at improving household financial outcomes.
The State Of Research On Multinationals And Emerging Markets, Rajesh K. Pillania, Marc Fetscherin
The State Of Research On Multinationals And Emerging Markets, Rajesh K. Pillania, Marc Fetscherin
Faculty Publications
Emerging markets are increasingly becoming the growth drivers of the global economy and there is increased scrutiny and interest in emerging markets since the 1990s. The interest can be viewed from a demand and supply perspective. With a huge population and increasing income, emerging economies provide a big market for goods and services. Also, with talented manpower and low costs, emerging economies are supplying more and more goods and services to the world (Pillania, 2009). Multinational corporations (MNCs) play a very important role in global business and economy. There is an increased interest in research and explanation for emerging markets …
Measuring Marital Satisfaction: A Comparison Of The Revised Dyadic Adjustment Scale And The Satisfaction With Married Life Scale, Peter J. Ward, Neil R. Lundberg, Ramon Zabriskie, Kristen Berrett
Measuring Marital Satisfaction: A Comparison Of The Revised Dyadic Adjustment Scale And The Satisfaction With Married Life Scale, Peter J. Ward, Neil R. Lundberg, Ramon Zabriskie, Kristen Berrett
Faculty Publications
Marital satisfaction has been psychometrically measured using many different instruments not soundly based on theory. The Revised Dyadic Adjustment Scale (RDAS), consisting of 14 items, is commonly accepted by researchers and practitioners tomeasure marital satisfaction but was not specifically designed to measuremarital satisfaction. The Satisfaction with Married Life Scale (SWML), consisting of five items, is a short scale specifically targeted toward measuring marital satisfaction. An online sample collected from 1,187 couples throughout the United States was used to compare these instruments’ correlation (r¼.782), factor structures, reliability (SWML, a¼.958; RDAS, a¼.943), theoretical foundation, and validity. These instruments are on parity with …
Reducing The Complexity Costs Of 401(K) Participation Through Quick Enrollment, James J. Choi, David Laibson, Brigitte C. Madrian
Reducing The Complexity Costs Of 401(K) Participation Through Quick Enrollment, James J. Choi, David Laibson, Brigitte C. Madrian
Faculty Publications
Previous research has shown that 401(k) participation increases dramatically when companies switch from an opt-in to an opt-out (or automatic) enrollment regime (Madrian and Shea 2001; Choi et al. 2004; Choi et al. 2006). Although automatic enrollment has been widely touted as an effective tool for encouraging saving, it has its detractors. Some libertarians dislike automatic enrollment because they view it as coercing individuals into the company-chosen default contribution rate and asset allocation. Indeed, the vast majority of automatically enrolled employees passively accept all of the defaults in the short run, and many remain at those defaults for years (Choi …
Disclosure Quality And The Mispricing Of Accruals And Cash Flow, Michael S. Drake, James N. Myers, Linda A. Myers
Disclosure Quality And The Mispricing Of Accruals And Cash Flow, Michael S. Drake, James N. Myers, Linda A. Myers
Faculty Publications
In this paper, we investigate the role that disclosure quality plays in the accurate valuation of accruals and cash flow. We predict that stock prices of firms with higher-quality disclosures more accurately reflect the persistence of accruals and cash flow. We test our predictions using analyst ratings of disclosure published in the annual Association for Investment Management and Research (AIMR) Corporate Information Committee Reports for the years 1982 through 1996. The results provide strong evidence of mispricing for the subset of firms with lower-quality disclosures and of a significant reduction in mispricing for the subset of firms with higher-quality disclosures. …
Earnings Misstatements, Restatements, And Corporate Governance, William G. Heninger, Yongtae Kim, Sandeep Nabar
Earnings Misstatements, Restatements, And Corporate Governance, William G. Heninger, Yongtae Kim, Sandeep Nabar
Faculty Publications
High profile financial restatements from companies like Enron, Worldcom, Healthsouth, and Tyco as well as less celebrated restatements from such companies as Red Hat, Nortel, and Bristol-Myers Squibb have shaken public trust in the U.S. capital market. The restating companies have watched their credit ratings drop, market values erode, and occasionally even faced bankruptcy (Palmrose et al. 2004; Hirschey et al. 2005). The preponderance of restatements, in part, led to the enactment of the Sarbanes-Oxley Act which reemphasized the need for, and the importance of, strong corporate governance.
Lockups Revisited, James C. Brau, Val E. Lambson, Grant Mcqueen
Lockups Revisited, James C. Brau, Val E. Lambson, Grant Mcqueen
Faculty Publications
Lockups are agreements made by insiders of stock-issuing firms to abstain from selling shares for a specified period of time after the issue. Brav and Gompers (2003) suggest that lockups are a bonding solution to a moral hazard problem and not a signaling solution to an adverse selection problem. We challenge this conclusion theoretically and empirically. In our model, insiders of good firms signal by putting and keeping (locking up) their money where their mouths are. Our model yields two comparative statics: lockups should be shorter when a firm is i) more transparent and/or ii) more risky. Using a sample …
Addressing Business Agility Challenges With Enterprise Systems, D. Goodhue, D. Chen, M. C. Boudreau, Ashley R. Davis
Addressing Business Agility Challenges With Enterprise Systems, D. Goodhue, D. Chen, M. C. Boudreau, Ashley R. Davis
Faculty Publications
It is clear that systems agility (i.e., having a responsive IT infrastructure that can be changed quickly to meet changing business needs) has become a critical component of organizational agility. However, skeptics continue to suggest that, despite the benefits enterprise system packages provide, they are constraining choices for firms faced with agility challenges. The reason for this skepticism is that the tight integration between different parts of the business that enables many enterprise systems' benefits also increases the systems' complexity, and this increased complexity, say the skeptics, increases the difficulty of changing systems when business needs change. These persistent concerns …
Contributions Of Family Leisure To Family Functioning Among Families That Include Children With Developmental Disabilities, Dorthy C. H. Dodd, Ramon Zabriskie, Mark A. Widmer, Dennis Eggett
Contributions Of Family Leisure To Family Functioning Among Families That Include Children With Developmental Disabilities, Dorthy C. H. Dodd, Ramon Zabriskie, Mark A. Widmer, Dennis Eggett
Faculty Publications
The purpose of this study was to examine the relationship between family leisure involvement and family functioning among families that include children with developmental disabilities. The sample consisted of 144 families (144 parents and 60 youth). Data were analyzed from the parent, youth, and family perspective. The Family Leisure Activity Profile (FLAP) was used to measure family leisure involvement. FACES II was used to measure family functioning. A scale based upon the definition, classification, and systems of support manual of the American Association on Mental Retardation adapted by Dyches was used to measure the level of support needed by the …
The Cmc Interactivity Model: How Interactivity Enhances Communication Quality And Process Satisfaction In Lean-Media Groups, Paul Benjamin Lowry, Nicholas C. Romano Jr., Jeffrey L. Jenkins, Randy W. Guthrie
The Cmc Interactivity Model: How Interactivity Enhances Communication Quality And Process Satisfaction In Lean-Media Groups, Paul Benjamin Lowry, Nicholas C. Romano Jr., Jeffrey L. Jenkins, Randy W. Guthrie
Faculty Publications
Process satisfaction is one important determinant of work group collaborative system adoption, continuance, and performance. We explicate the computermediated communication (CMC) interactivity model (CMCIM) to explain and predict how interactivity enhances communication quality that results in increased process satisfaction in CMC-supported work groups. We operationalize this model in the challenging context of very large groups using extremely lean CMC. We tested it with a rigorous field experiment and analyzed the results with the latest structural equation modeling techniques. Interactivity and communication quality dramatically improved for very large groups using highly lean CMC (audience response systems) over faceto- face groups. Moreover, …
An Empirical Analysis Of Mexican And Us Closed-End Mutual Fund Ipos, James C. Brau, Javier Rodriguez
An Empirical Analysis Of Mexican And Us Closed-End Mutual Fund Ipos, James C. Brau, Javier Rodriguez
Faculty Publications
We examine 135 Mexican closed-end fund IPOs and 370 Mexican non-fund IPOs that issued between 1994 and 2003 along with 217 contemporaneous US fund IPOs and document three primary results. First, we find that Mexican IPOs in the aggregate experience no significant underpricing, unlike their US IPO counterparts. Both Mexican and US IPOs experience significantly negative long-run performance. Second, Mexican closed-end fund IPOs experience positive long-run performance, significantly better than Mexican non-fund IPOs which experience negative long-run performance. Unlike Mexican fund IPOs, US fund IPOs experience negative long-run performance. Third, we find that both Mexican and US debt-backed closed-end fund …
Evaluating Impacts Of Microfinance Institutions Using Guatemalan Data, James C. Brau, Shon Hiatt, Warner Woodworth
Evaluating Impacts Of Microfinance Institutions Using Guatemalan Data, James C. Brau, Shon Hiatt, Warner Woodworth
Faculty Publications
Purpose – The purpose of this paper is to investigate microlending outcomes among Latin American non-governmental organizations (NGOs), specifically microfinance institutions (MFIs). While there is a growing movement of non-profit ventures channeling small loans to the poor worldwide, assessments of their impacts are lacking. Thus, field interviews with clients who had various degrees of involvement in the process of receiving microloans from MFIs were conducted over a summer in Guatemala.
Design/methodology/approach – Using a dataset of 393 clients from Guatemalan MFIs, microfinance impacts from two dimensions are examined and impacts measured along financial and social dimensions by surveying new clients, …
Audit Standard Setting And Inspection For U.S. Public Companies: A Critical Assessment And Recommendations For Fundamental Change, Steven M. Glover, Douglas F. Prawitt, Mark H. Taylor
Audit Standard Setting And Inspection For U.S. Public Companies: A Critical Assessment And Recommendations For Fundamental Change, Steven M. Glover, Douglas F. Prawitt, Mark H. Taylor
Faculty Publications
The Sarbanes-Oxley Act of 2002 (SOX) established the Public Company Accounting Oversight Board (PCAOB) to oversee the public accounting firms that audit publicly traded companies in the U.S. In this commentary we outline why we believe the PCAOB’s audit standard setting and inspection models are inefficient and dysfunctional. We assert that the Board’s ability to achieve its mission is limited by its early choices, together with its incentives, organizational composition, and structure. We support our assertions with a number of indicators of serious problems and flaws in the current approach. We also present high-level recommendations for change for policy makers, …
Adventures In Identity Development: The Impact Of Adventure Recreation On Adolescent Identity Development, Mat D. Duerden, Mark A. Widmer, Stacy T. Taniguchi, J. Kelly Mccoy
Adventures In Identity Development: The Impact Of Adventure Recreation On Adolescent Identity Development, Mat D. Duerden, Mark A. Widmer, Stacy T. Taniguchi, J. Kelly Mccoy
Faculty Publications
This study examined the effect of an adventure recreation program on adolescent identity development. Participants included 43 males and 45 females, ages 11 to 15 (M = 13.33, SD = .86). Twenty-two males and 23 females participated in the program, and the remaining youth served as members of a comparison group. Participants completed a two-week adventure program that included such activities as backpacking, mountain biking, white-water rafting, environmental education, and leadership training. The Erikson Psychosocial Stage Inventory was used to measure levels of identity, intimacy, and generativity, and the Identity Styles Inventory was used to assess informational, normative, and …
Influence Of Adapted Sport On Quality Of Life: Perceptions Of Athletes With Cerebral Palsy, Diane G. Groff, Neil R. Lundberg, Ramon Zabriskie
Influence Of Adapted Sport On Quality Of Life: Perceptions Of Athletes With Cerebral Palsy, Diane G. Groff, Neil R. Lundberg, Ramon Zabriskie
Faculty Publications
Purpose: This study sought to examine the effect of adaptive sports participation on athletic identity and influence on quality of life (QOL) for individuals with cerebral palsy (CP) participating in the CP World Games.
Method: Surveys were conducted with 73 international athletes competing in the 2005 CP World Championships. The survey included descriptive questions about sport involvement and socio-demographics, the Athletic Identity Measurement Scale, and the Influence on Quality of Life Scale.
Results: A significant relationship was found between influence on QOL and athletic identity (r¼0.505; p50.001). There was a moderate negative correlation between influence of adaptive sport …
An Examination Of Family Communication Within The Core And Balance Model Of Family Leisure Functioning, Kevin M. Smith, Patti A. Freeman, Ramon B. Zabriskie
An Examination Of Family Communication Within The Core And Balance Model Of Family Leisure Functioning, Kevin M. Smith, Patti A. Freeman, Ramon B. Zabriskie
Faculty Publications
The purpose of this study was to examine family communication within the core and balance model of family leisure functioning. The study was conducted from a youth perspective of family leisure and family functioning. The sample consisted of youth (N= 95) aged 11 – 17 from 25 different states in the United States. Path analyses indicated that family communication mediated a positive relationship between family leisure variables and family functioning variables. Implications and recommendations are discussed. The addition of communication in the Core and Balance Model is recommended.
Blind Insights: A New Technique For Testing A Priori Hypotheses With Qualitative Methods, Eric D. Derosia, Glenn L. Christensen
Blind Insights: A New Technique For Testing A Priori Hypotheses With Qualitative Methods, Eric D. Derosia, Glenn L. Christensen
Faculty Publications
The purpose of this paper is to propose and illustrate blind qualitative hypothesis testing, which is a qualitative research technique that further generalizes the well-known notion of “blindness” in research to include a qualitative researcher. The technique introduces a method to test a priori hypotheses using qualitative, emergent observation and analysis without the biasing influence of prior knowledge of the hypotheses being tested.
A Sense Of Things To Come: Future Research Directions In Sensory Marketing, Ryan S. Elder, Nilufer Z. Aydinoglu, Victor A. Barger, Cindy Caldara, Helen Haeeun Chun, Chan Jean Lee, Gina Mohr, Antonios Stamatogiannakis
A Sense Of Things To Come: Future Research Directions In Sensory Marketing, Ryan S. Elder, Nilufer Z. Aydinoglu, Victor A. Barger, Cindy Caldara, Helen Haeeun Chun, Chan Jean Lee, Gina Mohr, Antonios Stamatogiannakis
Faculty Publications
The exciting exploration on sensory marketing presented in this book is just the foundation upon which to build future research. There are myriad unexplored questions and innumerable directions in which to take this research. Our goal in this chapter is not to provide an exhaustive array of these future directions, but rather to stimulate the reader into exploring new ideas. We present possible future directions for each sense individually (vision, audition, smell, touch, taste), and conclude with ideas for future research addressing the interplay among multiple senses within consumer behavior.
A Behavioral Analysis Of Passphrase Design And Effectiveness, Mark Keith, Benjamin Shao, Paul Steinbart
A Behavioral Analysis Of Passphrase Design And Effectiveness, Mark Keith, Benjamin Shao, Paul Steinbart
Faculty Publications
Although the use of multiple methods of user authentication for IT system increases security, passwords are often the only credential required for access. Consequently, the challenge is to discover ways to improve password strength without impairing usability. Longer pass “phrases” have received increased attention as a solution to this challenge because they are potentially more resistant to attacks yet are easy to remember. Recent evidence, however, suggests that passphrases increase the likelihood of typographical errors resulting in login failures and negative user perceptions. This paper presents experimental results that demonstrate well-designed passphrases do not increase login failures and, thereby, generate …
Automatic, Multimodal Evaluation Of Human Interaction, Matthew L. Jensen, Thomas O. Meservy, Judee K. Burgoon, Jay F. Nunamaker Jr.
Automatic, Multimodal Evaluation Of Human Interaction, Matthew L. Jensen, Thomas O. Meservy, Judee K. Burgoon, Jay F. Nunamaker Jr.
Faculty Publications
This article outlines an approach for automatically extracting behavioral indicators from video, audio, and text and explores the possibility of using those indicators to predict human-interpretable judgments of involvement, dominance, tension, and arousal. We utilized two-dimensional spatial inputs extracted from video, acoustic properties extracted from audio and verbal content transcribed from face-toface interactions to construct a set of multimodal features.Multiple predictive models were created using the extracted features as predictors and human-coded perceptions of involvement, tenseness, and arousal as the criterion. These predicted perceptions were then used as independent variables in classifying truth and deception. Though the predicted values for …
Engaging Embedded Information: Toward A Holistic Theory Of Knowledge Transfer In Organizations, Michael P. Thompson, Robert J. Jensen, Kristen Detienne
Engaging Embedded Information: Toward A Holistic Theory Of Knowledge Transfer In Organizations, Michael P. Thompson, Robert J. Jensen, Kristen Detienne
Faculty Publications
Purpose – The purpose of this paper is to propose a model of knowledge transfer that takes into account both the perspective of the sender and the perspective of the receiver, with an emphasis on the latter. The contention is that, although externalizing knowledge residing in an individual or group and making it accessible to others either through direct communication or embedding information in the organizational system is a necessary component of knowledge transfer, it is not the only component. An equal, but understudied, share of the knowledge transfer effort takes place when the receiver of the knowledge engages with …
Corporate Social Responsibility In Sport: An Overview And Key Issues, Paul C. Godfrey
Corporate Social Responsibility In Sport: An Overview And Key Issues, Paul C. Godfrey
Faculty Publications
Sport—writ large—exists as a significant social institution, both in terms of economic and social impacts on the society of which it is a key part. This essay provides a systematic introduction to the concept of corporate social responsibility (CSR) for sport management scholars and practitioners. I review the historical development of CSR in the United States, provide a summary of the major theories and models currently in use by theorists and researchers, and identify key issues facing the CSR discourse. I conclude by returning to the notion of sport as an institution and try to raise questions, as an outsider, …
Expected Idiosyncratic Skewness, Brian H. Boyer, Todd Mitton, Keith Vorkink
Expected Idiosyncratic Skewness, Brian H. Boyer, Todd Mitton, Keith Vorkink
Faculty Publications
We test the prediction of recent theories that stocks with high idiosyncratic skewness should have low expected returns. Because lagged skewness alone does not adequately forecast skewness, we estimate a cross-sectional model of expected skewness that uses additional predictive variables. Consistent with recent theories, we find that expected idiosyncratic skewness and returns are negatively correlated. Specifically, the Fama-French alpha of a low-expected-skewness quintile exceeds the alpha of a high-expected-skewness quintile by 1.00% per month. Furthermore, the coefficients on expected skewness in Fama-MacBeth cross-sectional regressions are negative and significant. In addition, we find that expected skewness helps explain the phenomenon that …
Procter & Gamble’S Pur Water Purifier: The Hunt For A Sustainable Business Model, Lisa Jones Christensen, Jessica Thomas
Procter & Gamble’S Pur Water Purifier: The Hunt For A Sustainable Business Model, Lisa Jones Christensen, Jessica Thomas
Faculty Publications
Over the last 6 years, under the leadership of Dr. Greg Allgood, director of the Children’s Safe Drinking Water Program, P&G has helped to distribute 65 million PuR packets. These packets have been used to purify 650 million liters of water, most often in rural locations. Over time, and through a variety of deliberate partnerships that Allgood cultivated in 10 countries, P&G has tested three different sales and distribution models: commercial marketing, social marketing and disaster relief-- each with varying degrees of success. Drawing from past successes and failures, Allgood is considering how to fulfill P&G’s aggressive commitment to providing …
An Exploration Of A Model Of Social Networks And Multilateral Negotiations, Bruce Money, Chad R. Allred
An Exploration Of A Model Of Social Networks And Multilateral Negotiations, Bruce Money, Chad R. Allred
Faculty Publications
Multilateral (many‐party) negotiations are much more complex than traditional two‐party negotiations. In this article, we explore a model of social network activity, especially clique formation, among parties engaged in multilateral negotiation and the implications that such networks might have on the negotiation process and outcome. Using data collected from 375 subjects participating in a negotiation simulation, our results reveal that, primarily, the negotiator’s perspectives of clique formation (coalition building) — both his or her own and the other party’s — have unique effects on the integrative, problem‐solving approaches used in the process and on the negotiator’s satisfaction with outcomes. Secondarily, …
Family Leisure Satisfaction And Satisfaction With Family Life, Joel R. Agate, Ramon B. Zabriskie, Sarah Taylor Agate, Raymond Poff
Family Leisure Satisfaction And Satisfaction With Family Life, Joel R. Agate, Ramon B. Zabriskie, Sarah Taylor Agate, Raymond Poff
Faculty Publications
The purpose of this study was to examine the relationship between family leisure satisfaction and satisfaction with family life. Zabriskie’s Family Leisure Activity Profile was used to measure family leisure satisfaction. The Satisfaction with Family Life Scale was used to measure satisfaction with family life. The sample consisted of 898 families from throughout the United States. Results indicated a relationship between all family leisure satisfaction variables and satisfaction with family life. Data collected from parents and youth provided insight into the relationship between family leisure satisfaction and satisfaction with family life. At the parent, youth, and family levels, core family …
Determinants Of Vertical Integration: Financial Development And Contracting Costs, Daron Acemoglu, Simon Johnson, Todd Mitton
Determinants Of Vertical Integration: Financial Development And Contracting Costs, Daron Acemoglu, Simon Johnson, Todd Mitton
Faculty Publications
We study the determinants of vertical integration in a new data set of over 750,000 firms from 93 countries. We present a number of theoretical predictions on the interactions between financial development, contracting costs, and the extent of vertical integration. Consistent with these predictions, contracting costs and financial development by themselves appear to have no effect on vertical integration. However, we find greater vertical integration in countries that have both greater contracting costs and greater financial development.We also show that countries with greater contracting costs are more vertically integrated in more capital-intensive industries.