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  1. Moral imagination and systems thinking.Patricia H. Werhane - 2002 - Journal of Business Ethics 38 (1-2):33 - 42.
    Taking the lead from Susan Wolf's and Linda Emanuel's work on systems thinking, and developing ideas from Moberg's, Seabright's and my work on mental models and moral imagination, in this paper I shall argue that what is often missing in management decision-making is a systems approach. Systems thinking requires conceiving of management dilemmas as arising from within a system with interdependent elements, subsystems, and networks of relationships and patterns of interaction. Taking a systems approach and coupling it with moral imagination, (...)
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  • Leader Ethical Decision-Making in Organizations: Strategies for Sensemaking. [REVIEW]Chase E. Thiel, Zhanna Bagdasarov, Lauren Harkrider, James F. Johnson & Michael D. Mumford - 2012 - Journal of Business Ethics 107 (1):49-64.
    Organizational leaders face environmental challenges and pressures that put them under ethical risk. Navigating this ethical risk is demanding given the dynamics of contemporary organizations. Traditional models of ethical decision-making (EDM) are an inadequate framework for understanding how leaders respond to ethical dilemmas under conditions of uncertainty and equivocality. Sensemaking models more accurately illustrate leader EDM and account for individual, social, and environmental constraints. Using the sensemaking approach as a foundation, previous EDM models are revised and extended to comprise a (...)
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  • Case-Based Knowledge and Ethics Education: Improving Learning and Transfer Through Emotionally Rich Cases.Chase E. Thiel, Shane Connelly, Lauren Harkrider, Lynn D. Devenport, Zhanna Bagdasarov, James F. Johnson & Michael D. Mumford - 2013 - Science and Engineering Ethics 19 (1):265-286.
    Case-based instruction is a stable feature of ethics education, however, little is known about the attributes of the cases that make them effective. Emotions are an inherent part of ethical decision-making and one source of information actively stored in case-based knowledge, making them an attribute of cases that likely facilitates case-based learning. Emotions also make cases more realistic, an essential component for effective case-based instruction. The purpose of this study was to investigate the influence of emotional case content, and complementary (...)
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  • A Review of The Empirical Ethical Decision-Making Literature: 1996–2003. [REVIEW]Michael J. O’Fallon & Kenneth D. Butterfield - 2005 - Journal of Business Ethics 59 (4):375 - 413.
    This review summarizes and critiques the empirical ethical decision-making literature from 1996-2003. One hundred and seventy-four articles were published in top business journals during this period. Tables are included that summarize the findings by dependent variable - awareness, judgment, intent, and behavior. We compare this review with past reviews in order to draw conclusions regarding trends in the ethical decision-making literature and to surface directions for future research.
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  • A Review of The Empirical Ethical Decision-Making Literature: 1996–2003. [REVIEW]Michael J. O’Fallon & Kenneth D. Butterfield - 2005 - Journal of Business Ethics 59 (4):375-413.
    This review summarizes and critiques the empirical ethical decision-making literature from 1996–2003. One hundred and seventy-four articles were published in top business journals during this period. Tables are included that summarize the findings by dependent variable – awareness, judgment, intent, and behavior. We compare this review with past reviews in order to draw conclusions regarding trends in the ethical decision-making literature and to surface directions for future research.
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  • Strategies in Forecasting Outcomes in Ethical Decision-Making: Identifying and Analyzing the Causes of the Problem.Michael D. Mumford, Chase E. Thiel, Jared J. Caughron, Xiaoqian Wang, Alison L. Antes & Cheryl K. Stenmark - 2010 - Ethics and Behavior 20 (2):110-127.
    This study examined the role of key causal analysis strategies in forecasting and ethical decision-making. Undergraduate participants took on the role of the key actor in several ethical problems and were asked to identify and analyze the causes, forecast potential outcomes, and make a decision about each problem. Time pressure and analytic mindset were manipulated while participants worked through these problems. The results indicated that forecast quality was associated with decision ethicality, and the identification of the critical causes of the (...)
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  • A Sensemaking Approach to Ethics Training for Scientists: Preliminary Evidence of Training Effectiveness.M. D. Mumford, S. Connelly, R. P. Brown, S. T. Murphy, J. H. Hill, A. L. Antes, E. P. Waples & L. D. Devenport - 2008 - Ethics and Behavior 18 (4):315-339.
    In recent years, we have seen a new concern with ethics training for research and development professionals. Although ethics training has become more common, the effectiveness of the training being provided is open to question. In the present effort, a new ethics training course was developed that stresses the importance of the strategies people apply to make sense of ethical problems. The effectiveness of this training was assessed in a sample of 59 doctoral students working in the biological and social (...)
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  • A sensemaking approach to ethics training for scientists: Preliminary evidence of training effectiveness.Michael D. Mumford, Shane Connelly, Ryan P. Brown, Stephen T. Murphy, Jason H. Hill, Alison L. Antes, Ethan P. Waples & Lynn D. Devenport - 2008 - Ethics and Behavior 18 (4):315 – 339.
    In recent years, we have seen a new concern with ethics training for research and development professionals. Although ethics training has become more common, the effectiveness of the training being provided is open to question. In the present effort, a new ethics training course was developed that stresses the importance of the strategies people apply to make sense of ethical problems. The effectiveness of this training was assessed in a sample of 59 doctoral students working in the biological and social (...)
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  • Articles: Validation of ethical decision making measures: Evidence for a new set of measures.Michael D. Mumford, Lynn D. Devenport, Ryan P. Brown, Shane Connelly, Stephen T. Murphy, Jason H. Hill & Alison L. Antes - 2006 - Ethics and Behavior 16 (4):319 – 345.
    Ethical decision making measures are widely applied as the principal dependent variable used in studies of research integrity. However, evidence bearing on the internal and external validity of these measures is not available. In this study, ethical decision making measures were administered to 102 graduate students in the biological, health, and social sciences, along with measures examining exposure to ethical breaches and the severity of punishments recommended. The ethical decision making measure was found to be related to exposure to ethical (...)
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  • A review of empirical studies assessing ethical decision making in business. [REVIEW]Terry W. Loe, Linda Ferrell & Phylis Mansfield - 2000 - Journal of Business Ethics 25 (3):185 - 204.
    This article summarizes the multitude of empirical studies that test ethical decision making in business and suggests additional research necessary to further theory in this area. The studies are categorized and related to current theoretical ethical decision making models. The studies are related to awareness, individual and organizational factors, intent, and the role of moral intensity in ethical decision making. Summary tables provide a quick reference for the sample, findings, and publication outlet. This review provides insights for understanding organizational ethical (...)
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  • Application of a sensemaking approach to ethics training in the physical sciences and engineering.Vykinta Kligyte, Richard T. Marcy, Ethan P. Waples, Sydney T. Sevier, Elaine S. Godfrey, Michael D. Mumford & Dean F. Hougen - 2008 - Science and Engineering Ethics 14 (2):251-278.
    Integrity is a critical determinant of the effectiveness of research organizations in terms of producing high quality research and educating the new generation of scientists. A number of responsible conduct of research (RCR) training programs have been developed to address this growing organizational concern. However, in spite of a significant body of research in ethics training, it is still unknown which approach has the highest potential to enhance researchers’ integrity. One of the approaches showing some promise in improving researchers’ integrity (...)
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  • The Effects of Note-Taking and Review on Sensemaking and Ethical Decision Making.James F. Johnson, Zhanna Bagdasarov, Lauren N. Harkrider, Alexandra E. MacDougall, Shane Connelly, Lynn D. Devenport & Michael D. Mumford - 2013 - Ethics and Behavior 23 (4):299-323.
    The effectiveness of case-based learning in ethics education varies widely regarding how cases are presented. Case process instruction may impact case-based ethics education to promote sensemaking processes, ethical sensemaking strategy use, and ethical decision making (EDM) quality. This study examined two teaching techniques, notes and review, and participants completed note-taking and review activities examining a case-based scenario during an ethics education course. Results suggest that providing case notes in outline form improves sensemaking processes, strategy use, and EDM quality. In addition, (...)
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  • Structuring Case-Based Ethics Training: How Comparing Cases and Structured Prompts Influence Training Effectiveness.Lauren Harkrider, Alexandra E. MacDougall, Zhanna Bagdasarov, James F. Johnson, Chase E. Thiel, Michael D. Mumford, Shane Connelly & Lynn D. Devenport - forthcoming - Ethics and Behavior:150527093230007.
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  • Structuring Case-Based Ethics Training: How Comparing Cases and Structured Prompts Influence Training Effectiveness.Lauren N. Harkrider, Alexandra E. MacDougall, Zhanna Bagdasarov, James F. Johnson, Chase E. Thiel, Michael D. Mumford, Shane Connelly & Lynn D. Devenport - 2013 - Ethics and Behavior 23 (3):179-198.
    This study examined how structuring case-based ethics training, either through (a) case presentation or (b) prompt questions, influences training outcomes. Results revealed an interaction between case presentation and prompt questions such that some form of structure improved effectiveness. Specifically, comparing cases led to greater sensemaking strategy use and decision-ethicality when trainees considered unstructured rather than structured prompts. When cases were presented sequentially, structuring prompts improved training effectiveness. Too much structure, however, decreased future ethical decision making, suggesting that there can be (...)
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  • Improving Case-Based Ethics Training with Codes of Conduct and Forecasting Content.Lauren N. Harkrider, Chase E. Thiel, Zhanna Bagdasarov, Michael D. Mumford, James F. Johnson, Shane Connelly & Lynn D. Devenport - 2012 - Ethics and Behavior 22 (4):258 - 280.
    Although case-based training is popular for ethics education, little is known about how specific case content influences training effectiveness. Therefore, the effects of (a) codes of ethical conduct and (b) forecasting content were investigated. Results revealed richer cases, including both codes and forecasting content, led to increased knowledge acquisition, greater sensemaking strategy use, and better decision ethicality. With richer cases, a specific pattern emerged. Specifically, content describing codes alone was more effective when combined with short-term forecasts, whereas content embedding codes (...)
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  • Naive causality: a mental model theory of causal meaning and reasoning.Eugenia Goldvarg & P. N. Johnson-Laird - 2001 - Cognitive Science 25 (4):565-610.
    This paper outlines a theory and computer implementation of causal meanings and reasoning. The meanings depend on possibilities, and there are four weak causal relations: A causes B, A prevents B, A allows B, and A allows not‐B, and two stronger relations of cause and prevention. Thus, A causes B corresponds to three possibilities: A and B, not‐A and B, and not‐A and not‐B, with the temporal constraint that B does not precede A; and the stronger relation conveys only the (...)
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  • Ethical decision making: A review of the empirical literature. [REVIEW]Robert C. Ford & Woodrow D. Richardson - 1994 - Journal of Business Ethics 13 (3):205 - 221.
    The authors review the empirical literature in order to assess which variables are postulated as influencing ethical beliefs and decision making. The variables are divided into those unique to the individual decision maker and those considered situational in nature. Variables related to an individual decision maker examined in this review are nationality, religion, sex, age, education, employment, and personality. Situation specific variables examined in this review are referent groups, rewards and sanctions, codes of conduct, type of ethical conflict, organization effects, (...)
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  • A Review of the Empirical Ethical Decision-Making Literature: 2004–2011. [REVIEW]Jana L. Craft - 2013 - Journal of Business Ethics 117 (2):221-259.
    This review summarizes the research on ethical decision-making from 2004 to 2011. Eighty-four articles were published during this period, resulting in 357 findings. Individual findings are categorized by their application to individual variables, organizational variables, or the concept of moral intensity as developed by Jones :366–395, 1991). Rest’s four-step model for ethical decision-making is used to summarize findings by dependent variable—awareness, intent, judgment, and behavior. A discussion of findings in each category is provided in order to uncover trends in the (...)
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  • Sensemaking Strategies for Ethical Decision Making.Jay J. Caughron, Alison L. Antes, Cheryl K. Stenmark, Chase E. Thiel, Xiaoqian Wang & Michael D. Mumford - 2011 - Ethics and Behavior 21 (5):351 - 366.
    The current study uses a sensemaking model and thinking strategies identified in earlier research to examine ethical decision making. Using a sample of 163 undergraduates, a low-fidelity simulation approach is used to study the effects personal involvement (in causing the problem and personal involvement in experiencing the outcomes of the problem) could have on the use of cognitive reasoning strategies that have been shown to promote ethical decision making. A mediated model is presented which suggests that environmental factors influence reasoning (...)
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  • Mental models: An alternative evaluation of a sensemaking approach to ethics instruction.Meagan E. Brock, Andrew Vert, Vykinta Kligyte, Ethan P. Waples, Sydney T. Sevier & Michael D. Mumford - 2008 - Science and Engineering Ethics 14 (3):449-472.
    In spite of the wide variety of approaches to ethics training it is still debatable which approach has the highest potential to enhance professionals’ integrity. The current effort assesses a novel curriculum that focuses on metacognitive reasoning strategies researchers use when making sense of day-to-day professional practices that have ethical implications. The evaluated trainings effectiveness was assessed by examining five key sensemaking processes, such as framing, emotion regulation, forecasting, self-reflection, and information integration that experts and novices apply in ethical decision-making. (...)
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  • Case-Based Ethics Instruction: The Influence of Contextual and Individual Factors in Case Content on Ethical Decision-Making.Zhanna Bagdasarov, Chase E. Thiel, James F. Johnson, Shane Connelly, Lauren N. Harkrider, Lynn D. Devenport & Michael D. Mumford - 2013 - Science and Engineering Ethics 19 (3):1305-1322.
    Cases have been employed across multiple disciplines, including ethics education, as effective pedagogical tools. However, the benefit of case-based learning in the ethics domain varies across cases, suggesting that not all cases are equal in terms of pedagogical value. Indeed, case content appears to influence the extent to which cases promote learning and transfer. Consistent with this argument, the current study explored the influences of contextual and personal factors embedded in case content on ethical decision-making. Cases were manipulated to include (...)
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  • Sensemaking: a fresh framework for ethics education in management.Ethan P. Waples & Alison L. Antes - 2011 - In Charles Wankel & Agata Stachowicz-Stanusch (eds.), Management education for integrity: ethically educating tomorrow's business leaders. Emerald.
     
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  • Mediation analysis.David P. MacKinnon, Amanda J. Fairchild & Matthew S. Fritz - manuscript
    Mediating variables are prominent in psychological theory and research. A mediating variable transmits the effect of an independent variable on a dependent variable. Differences between mediating variables and confounders, moderators, and covariates are outlined. Statistical methods to assess mediation and modern comprehensive approaches are described. Future directions for mediation analysis are discussed.
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