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Attributional Bias

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lightbulbAbout this topic
Attributional bias refers to the systematic errors in the process of inferring the causes of behavior and events. It encompasses tendencies to overemphasize personal characteristics (dispositional factors) while underestimating situational influences, leading to skewed perceptions of responsibility and accountability in social interactions.
lightbulbAbout this topic
Attributional bias refers to the systematic errors in the process of inferring the causes of behavior and events. It encompasses tendencies to overemphasize personal characteristics (dispositional factors) while underestimating situational influences, leading to skewed perceptions of responsibility and accountability in social interactions.

Key research themes

1. How can training and contextual interventions reduce attributional and related implicit biases effectively?

This theme explores the efficacy of debiasing strategies targeting attributional biases and related judgment errors, focusing on cognitive training, incentive structures, and choice architecture optimizations. Understanding effective debiasing is crucial for mitigating the pervasive influence of attributional error biases and enhancing decision accuracy in domains like intelligence analysis, social judgment, and moral evaluations.

Key finding: This work demonstrates through two longitudinal experiments that one-shot debiasing training interventions, such as serious games and instructional videos, yield medium to large immediate reductions (≥31.94%) in biases like... Read more
Key finding: This article evaluates the mixed empirical evidence surrounding critical thinking as a debiasing tool, arguing that critical thinking alone is insufficient but that contextualist approaches can enhance debiasing... Read more
Key finding: This experimental research with children aged 7 to 10 shows that the bias blind spot – the tendency to see oneself as less biased than others – exists early in development. It finds that older children exhibit stronger... Read more

2. What are the cognitive and metaphysical structures underlying implicit and attributional biases?

This theme investigates the fundamental mental architecture and metaphysical nature of implicit biases, including attributional biases, distinguishing between associative, propositional, and experiential belief-like constructs. Clarifying these underpinnings is vital for understanding bias automaticity, awareness, and resistance to change, informing both theoretical models and intervention strategies.

Key finding: This paper develops a novel metaphysical account of implicit bias as involving 'qualiefs'—belief-like states partly constituted by phenomenal experiences shaped by stereotypes. It argues that this qualief model best accounts... Read more
Key finding: This paper reconceptualizes implicit bias from a latent mental construct to a behavioral phenomenon—actions automatically influenced by social cues indicating group membership. This behavioral perspective better explains the... Read more

3. How do cognitive and social psychological mechanisms interact to influence attributional biases and their moral and epistemic evaluations?

This theme integrates research on attributional biases' social-cognitive processing and their moral and epistemic consequences, such as responsibility judgments and knowledge attributions. It addresses how bias perception relates to blame attribution, self-other bias awareness, and evaluative distortions in folk psychology. Understanding these mechanisms elucidates the social-functional role and consequences of attributional biases, with implications for moral responsibility frameworks and social cognition models.

Key finding: This empirical work develops a validated measure of the bias blind spot—the metacognitive bias reflecting that individuals perceive themselves as less biased than others. It finds that the bias blind spot is distinct from... Read more
Key finding: This philosophical paper argues that agents can be held morally responsible for actions influenced by implicit biases because such behaviors are attributable to their 'real' or 'deep' selves, even if actions are non-conscious... Read more
Key finding: This paper critiques purely situational accounts of implicit bias by synthesizing evidence that implicit biases reflect interactions between stable individual learning histories and temporarily accessible situational cues. It... Read more

All papers in Attributional Bias

Self-affirmation theory proposes that people can respond to threats to the self by affirming alternative sources of self-integrity, resulting in greater openness to self-threatening information. The present research examines this at a... more
Superstitions are common, yet we have little understanding of the cognitive mechanisms that bring them about. This study used a laboratory‐based analogue for superstitious beliefs that involved people monitoring the relationship between... more
Background: There remains a paucity of research on control attribution and depression within Asian populations. This study examines: (1) Success/Failure condition as a moderator between depression and negative affect or shame, and (2)... more
and very high subgroups. Using bootstrapping, the mean proportion of the controls was 64% (90% confidence interval [CI]: 54%-74%) in the low cytokine cluster, 30% (90% CI: 20%-40%) in the high cytokine cluster, and 6% (90% CI: 5% 7%) in... more
The feeling of control over actions and their external effects is known as Sense of Agency (SoAg). People usually have a distinctive SoAg for events caused by their own actions. However, if the agent is a child or an older person, this... more
Every day we are confronted with a variety of events for which we clearly know the cause. We're hungry because we were in a hurry and missed breakfast. Sue realizes that John is mad at her because she forgot to meet him after work. But... more
Every day we are confronted with a variety of events for which we clearly know the cause. We’re hungry because we were in a hurry and missed breakfast. Sue realizes that John is mad at her because she forgot to meet him after work. But... more
Background: There remains a paucity of research on control attribution and depression within Asian populations. This study examines: (1) Success/Failure condition as a moderator between depression and negative affect or shame, and (2)... more
Attributional style is defined as the pervasive tendency to explain the cause of social actions in terms of oneself, or others, or the context of the event. While the clinical correlates of this aspect of social cognition have been widely... more
The aim of the present studies was to investigate the relationship between primary and secondary control and the use of superstitious strategies under conditions of uncertainty and stress. In the first study, 78 participants completed a... more
The illusion of control is the belief that our behavior produces an effect that is actually independent from it. This illusion is often at the core of superstitious and pseudoscientific thinking. Although recent research has proposed... more
Background: Social cognitive deficits have a detrimental effect on social and role functioning at both early and late stages of psychotic illness. Aim: To assess the feasibility of social cognition and interaction training (SCIT) in... more
found for functional capacity suggesting that both types of training can improve functional capacity similarly. Measures of planning and problem-solving showed a similar pattern with an advantage for planning and problem solving training... more
found for functional capacity suggesting that both types of training can improve functional capacity similarly. Measures of planning and problem-solving showed a similar pattern with an advantage for planning and problem solving training... more
Background: Social Cognition and Interaction Training (SCIT) is a manual-based group intervention designed to improve social cognition in schizophrenia. Initial studies conducted by the developers of SCIT suggest that the intervention has... more
Magical thinking and magical beliefs We find it quite natural that our thoughts or words can produce effects in our mental world, or in the outer world: we can think of moving our hand and do it, we can ask for a favour and be granted it.... more
This article discusses the effectiveness of a cognitive behavioural therapy (CBT) group for clients with a first episode of psychosis, who were also experiencing comorbid symptoms of anxiety. Clients of 18-35 years of age who reported... more
found for functional capacity suggesting that both types of training can improve functional capacity similarly. Measures of planning and problem-solving showed a similar pattern with an advantage for planning and problem solving training... more
The daily co-occurrence of change in sleep characteristics and psychopathology was examined in six individuals with schizophrenia and seven healthy controls using a prospective assessment of rest-activity patterns conducted in the... more
by Nicola McGlade and 
1 more
Attributional style is defined as the pervasive tendency to explain the cause of social actions in terms of oneself, or others, or the context of the event. While the clinical correlates of this aspect of social cognition have been widely... more
The illusion of control can be defined as the erroneous belief that one’s actions cause a specific outcome, whereas sense of agency refers to the subjective feeling of authorship over one’s actions. In the present study we investigated... more
by Durk Wiersma and 
1 more
Based on the German model of the prodromal phase, the evolution of symptoms will be analysed with special emphasis on the influence of psychotherapeutic interventions. Moreover, the interactions between life events, experience and... more
Aims: It has been suggested that resilience may be a protective factor with respect to mental illness. This may be an important factor for those who are vulnerable to psychiatric illness. Thus, the aims of this paper were to compare... more
It has been suggested that an exaggerated self-serving bias may underlie the formation of paranoia. One goal of the present study was to explore whether an abnormality of attributional style is confined to patients with persecutory... more
Background: Paranoid delusions are associated with abnormal attributions and abnormal beliefs about the self. Some researchers have also reported an association between paranoid beliefs and abnormal attachment representations. Sampling... more
Introduction. There is evidence of associations between social functioning and theory of mind performance and between social functioning and negative symptoms in chronic psychosis. This study investigates these associations in those with... more
Attributional style is defined as the pervasive tendency to explain the cause of social actions in terms of oneself, or others, or the context of the event. While the clinical correlates of this aspect of social cognition have been widely... more
An influential model of persecutory delusions put forward by Bentall and colleagues hypothesizes that persecutory-deluded patients avoid the activation of negative self-beliefs by making externalising, personalising attributions for... more
Background: Social cognitive deficits have a detrimental effect on social and role functioning at both early and late stages of psychotic illness.
This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and education use, including for instruction at the authors institution and sharing with colleagues.
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