Tag Archives | Action

Testing Models of Cognition and Action Using Response Conflict and Multinomial Processing Tree Models

Andrew Miles, Gordon Brett, Salwa Khan, and Yagana Samim

Sociological Science March 07, 2023
10.15195/v10.a4


Dual-process perspectives have made substantial contributions to our understanding of behavior, but fundamental questions about how and when deliberate and automatic cognition shape action continue to be debated. Among these are whether automatic or deliberate cognition is ultimately in control of behavior, how often each type of cognition controls behavior in practice, and how the answers to each of these questions depends on the individual in question. To answer these questions, sociologists need methodological tools that enable them to directly test competing claims. We argue that this aim will be advanced by (a) using a particular type of data known as response conflict data and (b) analyzing those data using multinomial processing tree models. We illustrate the utility of this approach by reanalyzing three samples of data from Miles et al. (2019) on behaviors related to politics, morality, and race.
Creative Commons LicenseThis work is licensed under a Creative Commons Attribution 4.0 International License.

Andrew Miles: Department of Sociology, University of Toronto
E-mail: andrew.miles@utoronto.ca

Gordon Brett: Department of Sociology, University of Toronto
E-mail: gordon.brett@alum.utoronto.ca

Salwa Khan: Department of Sociology, University of Toronto
E-mail: slw.khan@mail.utoronto.ca

Yagana Samim: Department of Sociology, University of Toronto
E-mail: yagana.samim@mail.utoronto.ca

Acknowledgments: We wish to thank the reviewers and editors at Sociological Science for their helpful comments.

  • Citation: Miles, Andrew, Gordon Brett, Salwa Khan, and Yagana Samim. 2023. “Testing Models of Cognition and Action Using Response Conflict and Multinomial Processing Tree Models.” Sociological Science 10: 118-149.
  • Received: September 23, 2022
  • Accepted: November 22, 2022
  • Editors: Arnout van de Rijt, Werner Raub
  • DOI: 10.15195/v10.a4


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Who Thinks How? Social Patterns in Reliance on Automatic and Deliberate Cognition

Gordon Brett, Andrew Miles

Sociological Science May 10, 2021
10.15195/v8.a6


Sociologists increasingly use insights from dual-process models to explain how people think and act. These discussions generally emphasize the influence of cultural knowledge mobilized through automatic cognition, or else show how the use of automatic and deliberate processes vary according to the task at hand or the context. Drawing on insights from sociological theory and suggestive research from social and cognitive psychology, we argue that socially structured experiences also shape general, individual-level preferences (or propensities) for automatic and deliberate thinking. Using a meta-analysis of 63 psychological studies (N = 25,074) and a new multivariate analysis of nationally representative data, we test the hypothesis that the use of automatic and deliberate cognitive processes is socially patterned. We find that education consistently predicts preferences for deliberate processing and that gender predicts preferences for both automatic and deliberate processing. We find that age is a significant but likely nonlinear predictor of preferences for automatic and deliberate cognition, and we find weaker evidence for differences by income, marital status, and religion. These results underscore the need to consider group differences in cognitive processing in sociological explanations of culture, action, and inequality.
Creative Commons LicenseThis work is licensed under a Creative Commons Attribution 4.0 International License.

Gordon Brett: Department of Sociology, University of Toronto
E-mail: gordon.brett@utoronto.ca

Andrew Miles: Department of Sociology, University of Toronto
E-mail: andrew.miles@utoronto.ca

Acknowledgments: We thank Vanina Leschziner, Martin Lukk, Lance Stewart, and Lawrence Williams for their very helpful feedback on an early draft of this article.

  • Citation: Brett, Gordon, and Andrew Miles. 2021. “Who Thinks How? Social Patterns in Reliance on Automatic and Deliberate Cognition.” Sociological Science 8: 96-118.
  • Received: February 10, 2021
  • Accepted: March 10, 2021
  • Editors: Jesper Sørensen, Gabriel Rossman
  • DOI: 10.15195/v8.a6


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