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24
Confirmation Bias: A Ubiquitous Phenomenon in Many Guises
- Review of General Psychology
, 1998
"... Confirmation bias, as the term is typically used in the psychological literature, connotes the seeking or interpreting of evidence in ways that are partial to existing beliefs, expectations, or a hypothesis in hand. The author reviews evidence of such a bias in a variety of guises and gives examples ..."
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Confirmation bias, as the term is typically used in the psychological literature, connotes the seeking or interpreting of evidence in ways that are partial to existing beliefs, expectations, or a hypothesis in hand. The author reviews evidence of such a bias in a variety of guises and gives examples of its operation in several practical contexts. Possible explanations are considered, and the question of its utility or disutility is discussed. When men wish to construct or support a theory, how they torture facts into their service! (Mackay, 1852/ 1932, p. 552) Confirmation bias is perhaps the best known and most widely accepted notion of inferential error to come out of the literature on human reasoning. (Evans, 1989, p. 41) If one were to attempt to identify a single problematic aspect of human reasoning that deserves attention above all others, the confirmation bias would have to be among the candidates for consideration. Many have written about this bias, and it appears to be sufficiently strong and pervasive that one is led to wonder whether the bias, by itself, might account for a significant fraction of the disputes, altercations, and misunderstandings that occur among individuals, groups, and nations. Confirmation bias has been used in the psychological literature to refer to a variety of phenomena. Here I take the term to represent a generic concept that subsumes several more specific ideas that connote the inappropriate bolstering of hypotheses or beliefs whose truth is in question.
The Paranoid Optimist: An Integrative Evolutionary Model of Cognitive Biases
"... Human cognition is often biased, from judgments of the time of impact of approaching objects all the way through to estimations of social outcomes in the future. We propose these effects and a host of others may all be understood from an evolutionary psychological perspective. In this article, we el ..."
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Cited by 16 (1 self)
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Human cognition is often biased, from judgments of the time of impact of approaching objects all the way through to estimations of social outcomes in the future. We propose these effects and a host of others may all be understood from an evolutionary psychological perspective. In this article, we elaborate error management theory (EMT; Haselton & Buss, 2000). EMT predicts that if judgments are made under uncertainty, and the costs of false positive and false negative errors have been asymmetric over evolutionary history, selection should have favored a bias toward making the least costly error. This perspective integrates a diverse array of effects under a single explanatory umbrella, and it yields new content-specific predictions. Better safe than sorry. (folk wisdom) Nothing ventured, nothing gained. (contradictory folk wisdom) These two wisdoms seem contradictory. The first urges caution, whereas the second reminds us that we have nothing to lose and should throw caution to the
Cultural Preferences for Formal versus Intuitive Reasoning
, 2002
"... The authors examined cultural preferences for formal versus intuitive reasoning among East Asian (Chinese and Korean), Asian American, and European American university students. We investigated categorization (Studies 1 and 2), conceptual structure (Study 3), and deductive reasoning (Studies 3 and 4 ..."
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Cited by 14 (3 self)
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The authors examined cultural preferences for formal versus intuitive reasoning among East Asian (Chinese and Korean), Asian American, and European American university students. We investigated categorization (Studies 1 and 2), conceptual structure (Study 3), and deductive reasoning (Studies 3 and 4). In each study a cognitive conflict was activated between formal and intuitive strategies of reasoning. European Americans, more than Chinese and Koreans, set aside intuition in favor of formal reasoning. Conversely, Chinese and Koreans relied on intuitive strategies more than European Americans. Asian Americans' reasoning was either identical to that of European Americans, or intermediate. Differences emerged against a background of similar reasoning tendencies across cultures in the absence of conflict between formal and intuitive strategies.
Errors and mistakes: Evaluating the accuracy of social judgment
- Psychological Bulletin
, 1987
"... accuracy issues more directly. Moreover, this research attracts a great deal of attention because of what many take to be its dismal implications for the accuracy of human social reasoning. These implications are illusory, however, because an error is not the same thing as a "mistake. " An error is ..."
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Cited by 12 (0 self)
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accuracy issues more directly. Moreover, this research attracts a great deal of attention because of what many take to be its dismal implications for the accuracy of human social reasoning. These implications are illusory, however, because an error is not the same thing as a "mistake. " An error is a judgment of an experimental stimulus that departs from a model of the judgment process. If this model is normative, then the error can be said to represent an incorrect judgment. A mistake, by contrast, is an incorrect judgment of a real-world stimulus and therefore more difficult to determine. Although errors can be highly informative about the process of judgment in general, they are not necessarily relevant to the content or accuracy of particular judgments, because errors in a laboratory may not be mistakes with respect to a broader, more realistic frame of reference and the processes that produce such errors might lead to correct decisions and adaptive outcomes in real life. Several examples are described in this article. Accuracy issues cannot be addressed by research that concentrates on demonstrating error in relation to artificial stimuli, but only by research that uses external, realistic criteria for accuracy. These criteria might include the degree to which judgments agree with each other and yield valid predictions of behavior. The accuracy of human social judgment is a topic of obvious
Thinking of you: Nonconscious pursuit of interpersonal goals associated with relationship partners
- Journal of Personality & Social Psychology
, 2003
"... The mere psychological presence of relationship partners was hypothesized to trigger interpersonal goals that are then pursued nonconsciously. Qualitative data suggested that people tend to pursue different interpersonal goals within different types of relationships (e.g., mother, best friend, cowor ..."
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Cited by 10 (0 self)
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The mere psychological presence of relationship partners was hypothesized to trigger interpersonal goals that are then pursued nonconsciously. Qualitative data suggested that people tend to pursue different interpersonal goals within different types of relationships (e.g., mother, best friend, coworker). In several studies, priming participants ’ relationship representations produced goal-directed behavior (achievement, helping, understanding) in line with the previously assessed goal content of those representations. These findings support the hypothesis that interpersonal goals are component features of relationship representations and that mere activation of those representations, even in the partner’s physical absence, causes the goals to become active and to guide behavior nonconsciously within the current situation. Many of people’s most strongly held goals, fears, and desires spring from their ongoing close relationships. Friends, family members, colleagues, and romantic partners are those whom people try hardest to understand, to whom they wish to grow closer, and from whom they seek to gain approval. Relationship partners are the elicitors of strong and influential motivations—motivations that alter people’s perceptions, change their emotions, and guide
Cognitive repairs: How organizational practices can compensate for individual shortcomings
- Review of Organizational Behavior
, 1998
"... The literature in cognitive psychology has described a variety of shortcomings that prevent individuals from learning effectively. We review this literature and provide examples ofa number oforganizational practices that may effectively repair thecognitive shortcomings of individuals. We call these ..."
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Cited by 8 (2 self)
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The literature in cognitive psychology has described a variety of shortcomings that prevent individuals from learning effectively. We review this literature and provide examples ofa number oforganizational practices that may effectively repair thecognitive shortcomings of individuals. We call these practices cognitive repairs. We then discuss six tradeoffs that affect the success of cognitive repairs. We close by considering how a cognitive perspective might benefit those who study organizational learning and those who manage it.
Instigators of genocide: Examining Hitler from a social psychological perspective
- In
, 2002
"... The question that this volume poses—What can social psychology tell us about the Holocaust?—is a difficult and complex one to answer. Perhaps it is fair to begin by saying that the Holocaust has influenced our understanding of social psychology more than the other way around. Early work in the field ..."
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Cited by 7 (4 self)
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The question that this volume poses—What can social psychology tell us about the Holocaust?—is a difficult and complex one to answer. Perhaps it is fair to begin by saying that the Holocaust has influenced our understanding of social psychology more than the other way around. Early work in the field was directly motivated by the devastation and tragedies that took place between 1933-1945 (e.g., on the Holocaust, see Hilberg, 1973; on Jewish persecution from 1933-39, see Friedländer, 1997; on the Third Reich, see Shirer, 1998). Central topics in social psychology such as attribution, social influence, and intergroup processes all have their roots in the works of thinkers who had the events of the 1930s and 40s seared in their minds, many of whom had to flee their homelands to escape the specter of Nazism. In the 1960s and early 70s, seminal work in the field, such as Milgram's (1974) research on obedience to authority and the Stanford Prison experiment by Zimbardo and his colleagues (Zimbardo, Banks, Haney, & Jaffe, 1973), continued to be motivated by a need to understand the perpetrators of the Holocaust and other acts of collective violence. To this day, these studies represent social psychology's most salient demonstrations of situationism—a core tenet of the field that emphasizes the power of the situational forces over human behavior (see Ross &
How Well Do Social Ratings Actually Measure Corporate Social Responsibility?
"... Ratings of corporations ’ environmental activities and capabilities influence billions of dollars of “socially responsible ” investments as well as some consumers, activists, and potential employees. In one of the first studies to assess these ratings, we examine how well the most widely used rating ..."
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Cited by 5 (0 self)
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Ratings of corporations ’ environmental activities and capabilities influence billions of dollars of “socially responsible ” investments as well as some consumers, activists, and potential employees. In one of the first studies to assess these ratings, we examine how well the most widely used ratings— those of Kinder, Lydenberg, Domini Research & Analytics (KLD)—provide transparency about past and likely future environmental performance. We find KLD “concern ” ratings to be fairly good summaries of past environmental performance. In addition, firms with more KLD concerns have slightly, but statistically significantly, more pollution and regulatory compliance violations in later years. KLD environmental strengths, in contrast, do not accurately predict pollution levels or compliance violations. Moreover, we find evidence that KLD’s ratings are not optimally using publicly available data. We discuss the implications of our findings for advocates and skeptics of corporate social
The Impact of Private versus Public Consumption on Variety-Seeking Behavior
- Journal of ConsumerResearch
, 2002
"... Three experiments demonstrate that people incorporate more variety into their consumption decisions when their behavior is subject to public scrutiny. Studies 1 and 2 indicate that consumers expect others to evaluate their decision more favorably if they choose variety and that this sometimes leads ..."
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Cited by 4 (1 self)
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Three experiments demonstrate that people incorporate more variety into their consumption decisions when their behavior is subject to public scrutiny. Studies 1 and 2 indicate that consumers expect others to evaluate their decision more favorably if they choose variety and that this sometimes leads individuals to incorporate more variety into their public than private decisions. Results of study 2 confirm predictions that a relevant individual difference variable (self-monitoring) moderates the effects of expected evaluation on variety seeking. The final study demonstrates that pressure to choose variety in public is eliminated when a social cue signals the appropriateness of consuming one’s favorites. Suppose that you are planning the itinerary for an upcoming 10-day Hawaiian vacation. Imagine that you have been to this island before and know that you enjoy relaxing on the beach more than the other available activities such as hiking, scuba diving, and mingling with strangers at a hotel-sponsored luau. How much of the trip would you choose to spend on the beach? You are certain that you will be asked by family, friends, and colleagues about the vacation once you return home. Will knowing that your consumption decisions are going to be subject to public scrutiny influence the amount of variety you choose to incorporate into your vacation plans? Previous research indicates that consumers often choose considerable amounts of variety when allowed to select more than one item from a choice set, even when they are given the option of repeating consumption of favored items (see Kahn [1995, 1998] for a review). In both simultaneous
What Do People Value When They Negotiate? Mapping the Domain of Subjective Value in Negotiation
- Journal of Personality and Social Pyschology
, 2006
"... Four studies support the development and validation of a framework for understanding the range of social psychological outcomes valued subjectively as consequences of negotiations. Study 1 inductively elicited and coded elements of subjective value among students, community members, and practitioner ..."
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Cited by 3 (0 self)
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Four studies support the development and validation of a framework for understanding the range of social psychological outcomes valued subjectively as consequences of negotiations. Study 1 inductively elicited and coded elements of subjective value among students, community members, and practitioners, revealing 20 categories that theorists in Study 2 sorted into 4 underlying subconstructs: Feelings About the Instrumental Outcome, Feelings About the Self, Feelings About the Negotiation Process, and Feelings About the Relationship. Study 3 proposed a new Subjective Value Inventory (SVI) and confirmed its 4-factor structure. Study 4 presents convergent, discriminant, and predictive validity data for the SVI. Indeed, subjective value was a better predictor than economic outcomes of future negotiation decisions. Results suggest the SVI is a promising tool to systematize and encourage research on subjective outcomes of negotiation.

