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  1. FERMI: A Flexible Expert Reasoner with Multi‐Domain Inferencing.Jill H. Larkin, Frederick Reif, Jaime Carbonell & Angela Gugliotta - 1988 - Cognitive Science 12 (1):101-138.
    Expert reasoning combines voluminous domain‐specific knowledge with more general factual and strategic knowledge. Whereas expert system builders have recognized the need for specificity and problem‐solving researchers the need for generality, few attempts have been made to develop expert reasoning engines combining different kinds of knowledge at different levels of generality. This paper reports on the FERMI project, a computer‐implemented expert reasoner in the natural sciences that encodes factual and strategic knowledge in separate semantic hierarchies. The principled decomposition of knowledge according (...)
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  • Models of Competence in Solving Physics Problems.Jill H. Larkin, John McDermott, Dorothea P. Simon & Herbert A. Simon - 1980 - Cognitive Science 4 (4):317-345.
    We describe a set of two computer‐implemented models that solve physics problems in ways characteristic of more and less competent human solvers. The main features accounting for different competences are differences in strategy for selecting physics principles, and differences in the degree of automation in the process of applying a single principle. The models provide a good account of the order in which principles are applied by human solvers working problems in kinematics and dynamics. They also are sufficiently flexible to (...)
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  • Problem solving, cognition, and complex systems: Differences between experts and novices.Michael J. Jacobson - 2001 - Complexity 6 (3):41-49.
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  • Codes of Ethics as Signals for Ethical Behavior.Janet S. Adams, Armen Tashchian & Ted H. Shore - 2001 - Journal of Business Ethics 29 (3):199 - 211.
    This study investigated effects of codes of ethics on perceptions of ethical behavior. Respondents from companies with codes of ethics (n = 465) rated role set members (top management, supervisors, peers, subordinates, self) as more ethical and felt more encouraged and supported for ethical behavior than respondents from companies without codes (n = 301). Key aspects of the organizational climate, such as supportiveness for ethical behavior, freedom to act ethically, and satisfaction with the outcome of ethical problems were impacted by (...)
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  • Categorization and representation of physics problems by experts and novices.Michelene T. H. Chi, Paul J. Feltovich & Robert Glaser - 1981 - Cognitive Science 5 (2):121-52.
    The representation of physics problems in relation to the organization of physics knowledge is investigated in experts and novices. Four experiments examine the existence of problem categories as a basis for representation; differences in the categories used by experts and novices; differences in the knowledge associated with the categories; and features in the problems that contribute to problem categorization and representation. Results from sorting tasks and protocols reveal that experts and novices begin their problem representations with specifiably different problem categories, (...)
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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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  • Engineering ethics: balancing cost, schedule, and risk--lessons learned from the space shuttle.Rosa Lynn B. Pinkus (ed.) - 1997 - New York: Cambridge University Press.
    How do engineers respond to ethical dilemmas that occur in practice? How do they view their individual and collective responsibilities? How do they make decisions before all the facts are in? Using the space shuttle programme as the framework, this book examines the role of ethical decision making in the practice of engineering. In particular, the book considers the design and development of the main engines of the space shuttle as a paradigm for how individual engineers perceive, articulate, and resolve (...)
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  • Student perceptions of the effectiveness of education in the responsible conduct of research.Dena K. Plemmons, Suzanne A. Brody & Michael W. Kalichman - 2006 - Science and Engineering Ethics 12 (3):571-582.
    Responsible conduct of research courses are widely taught, but little is known about the purposes or effectiveness of such courses. As one way to assess the purposes of these courses, students were surveyed about their perspectives after recent completion of one of eleven different research ethics courses at ten different institutions. Participants enrolled in RCR courses in spring and fall of 2003 received a voluntary, anonymous survey from their instructors at the completion of the course. Responses were received from 268 (...)
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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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  • A qualitative approach to responsible conduct of research (rcr) training development: Identification of metacognitive strategies.Vykinta Kligyte, Richard T. Marcy, Sydney T. Sevier, Elaine S. Godfrey & Michael D. Mumford - 2008 - Science and Engineering Ethics 14 (1):3-31.
    Although Responsible Conduct of Research (RCR) training is common in the sciences, the effectiveness of RCR training is open to question. Three key factors appear to be particularly important in ensuring the effectiveness of ethics education programs: (1) educational efforts should be tied to day-to-day practices in the field, (2) educational efforts should provide strategies for working through the ethical problems people are likely to encounter in day-to-day practice, and (3) educational efforts should be embedded in a broader program of (...)
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  • The complex challenges of ethical choices by engineers in public service.Gerald Andrews Emison - 2006 - Science and Engineering Ethics 12 (2):233-244.
    This paper proposes that engineers in public service are confronted with unavoidable complexity in their ethical considerations. The complexity begins with interactions among venues of ethical choices. Engineers must make ethical choices simultaneously at the individual, professional, organizational and societal levels. These ethical domains often conflict. The complexity also stems from situations in which physical properties may remain stable, but important social, economic, institutional and political conditions can change substantially. The paper proposes that the reflective learning approach of pragmatism can (...)
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  • Engineering ethics, individuals, and organizations.Michael Davis - 2006 - Science and Engineering Ethics 12 (2):223-231.
    This article evaluates a family of criticism of how engineering ethics is now generally taught. The short version of the criticism might be put this way: Teachers of engineering ethics devote too much time to individual decisions and not enough time to social context. There are at least six version of this criticism, each corresponding to a specific subject omitted. Teachers of engineering ethics do not (it is said) teach enough about: 1) the culture of organizations; 2) the organization of (...)
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  • Collective openness and other recommendations for the promotion of research integrity.Melissa S. Anderson - 2007 - Science and Engineering Ethics 13 (4):387-394.
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  • A study of the adjustment of ethical recogntion and ethical decision-making of managers-to-be across the taiwan strait before and after receiving a business ethics education.Chen-Fong Wu - 2003 - Journal of Business Ethics 45 (4):291 - 307.
    This study conducted an empirical survey of 126 Business Ethics students in business and management departments within two universities across the Taiwan Strait to evaluate the impact on these managers-to-be of receiving an education in Business Ethics. The results show that, after receiving that Business Ethics education, students in both universities demonstrated significant improvements in the ethical weighting of their individual values, their recognition of ethical issues and their performance as ethical decision-makers. However, in respect of ethical decision-making, the behavior (...)
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  • Changing an organization's culture under new leadership.Ronald R. Sims - 2000 - Journal of Business Ethics 25 (1):65 - 78.
    Turning around and changing an organization's culture does not happen by chance. The purpose of this paper is to offer insights into what is needed for an organization to successfully transform itself from a culture and experience that does not support individual ethical behavior. The recent bond trading scandal at Salomon Brothers will be used to demonstrate that a successful ethical turnaround does not just happen spontaneously. In particular, we argue that new leadership, altering policies, structure, behavior, and beliefs are (...)
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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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  • Leadership and business ethics: Does it matter? Implications for management. [REVIEW]A. L. Minkes, M. W. Small & S. R. Chatterjee - 1999 - Journal of Business Ethics 20 (4):327 - 335.
    This paper reviews the relationship between organisational leadership, corporate governance and business ethics, and considers the implications for management. Business ethics is defined, and the causes and consequences of unethical behavior are discussed. Issues pertaining to leadership, subordinate and organisation responsibility for business ethics are considered. The changing role of business leaders and the new concept of ''corporate governance'' are examined, with an increasing importance being placed on ethical and socially responsible attitudes towards business. Organisational effectiveness and organisational efficiency, formerly (...)
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  • Social costs of environmental justice associated with the practice of green marketing.Janet S. Adams, Armen Tashchian & Ted H. Shore - 2001 - Journal of Business Ethics 29 (3):199-211.
    This study investigated effects of codes of ethics on perceptions of ethical behavior. Respondents from companies with codes of ethics (n = 465) rated role set members (top management, supervisors, peers, subordinates, self) as more ethical and felt more encouraged and supported for ethical behavior than respondents from companies without codes (n = 301). Key aspects of the organizational climate, such as supportiveness for ethical behavior, freedom to act ethically, and satisfaction with the outcome of ethical problems were impacted by (...)
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  • A Qualitative Approach to Responsible Conduct of Research (RCR) Training Development: Identification of Metacognitive Strategies.Kligyte Vykinta, Marcy Richard, Sevier Sydney, Godfrey Elaine & Mumford Michael - 2008 - Science and Engineering Ethics 14 (1):3-31.
    Although Responsible Conduct of Research (RCR) training is common in the sciences, the effectiveness of RCR training is open to question. Three key factors appear to be particularly important in ensuring the effectiveness of ethics education programs: (1) educational efforts should be tied to day-to-day practices in the field, (2) educational efforts should provide strategies for working through the ethical problems people are likely to encounter in day-to-day practice, and (3) educational efforts should be embedded in a broader program of (...)
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  • Verbal reports as data.K. Anders Ericsson & Herbert A. Simon - 1980 - Psychological Review 87 (3):215-251.
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  • A Qualitative Approach to Responsible Conduct of Research Training Development: Identification of Metacognitive Strategies.Michael D. Mumford, Elaine S. Godfrey, Sydney T. Sevier, Richard T. Marcy & Vykinta Kligyte - 2008 - Science and Engineering Ethics 14 (1):33-39.
    Although Responsible Conduct of Research training is common in the sciences, the effectiveness of RCR training is open to question. Three key factors appear to be particularly important in ensuring the effectiveness of ethics education programs: educational efforts should be tied to day-to-day practices in the field, educational efforts should provide strategies for working through the ethical problems people are likely to encounter in day-to-day practice, and educational efforts should be embedded in a broader program of on-going career development efforts. (...)
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  • Comparing expert and novice understanding of a complex system from the perspective of structures, behaviors, and functions.Cindy E. Hmelo-Silver & Merav Green Pfeffer - 2004 - Cognitive Science 28 (1):127-138.
    Complex systems are pervasive in the world around us. Making sense of a complex system should require that a person construct a network of concepts and principles about some domain that represents key (often dynamic) phenomena and their interrelationships. This raises the question of how expert understanding of complex systems differs from novice understanding. In this study we examined individuals' representations of an aquatic system from the perspective of structural (elements of a system), behavioral (mechanisms), and functional aspects of a (...)
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  • A code of ethics for the life sciences.Nancy L. Jones - 2007 - Science and Engineering Ethics 13 (1):25-43.
    The activities of the life sciences are essential to provide solutions for the future, for both individuals and society. Society has demanded growing accountability from the scientific community as implications of life science research rise in influence and there are concerns about the credibility, integrity and motives of science. While the scientific community has responded to concerns about its integrity in part by initiating training in research integrity and the responsible conduct of research, this approach is minimal. The scientific community (...)
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  • Ethics for all: Differences across scientific society codes.Merry Bullock & Sangeeta Panicker - 2003 - Science and Engineering Ethics 9 (2):159-170.
    Ethics codes of a number of scientific societies across different disciplines promulgate ethical standards for responsible conduct in research and other professional activities. The content of these codes of ethics are compared on key dimensions of research, service or practice, and teaching in terms of the range and specificity of the activities these codes cover, and in the degree to which they are educational, aspirational or regulatory in purpose. The role of professional associations in educating, regulating, monitoring, and sanctioning their (...)
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  • Determinants of ethical decision making: The relationship of the perceived organizational environment. [REVIEW]Randi L. Sims & Thomas L. Keon - 1999 - Journal of Business Ethics 19 (4):393 - 401.
    This study attempts to help explain the ethical decision making of individual employees by determining how the perceived organizational environment is related to that decision. A self- administered questionnaire design was used for gathering data in this study with a sample size of 245 full-time employees. Perceived supervisor expectation, formal policies, and informal policies were used to assess the expressed ethical decision of the respondents. The findings indicate that the perceived organizational environment is significantly related to the ethical decision of (...)
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