Perspectives on Psychological Science· 2026Q1
Toward a Psychology of Science: A Dynamic Cognitive Model of the Evolution of Scientific Theories
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- 2026year
Short summary
Defensive strategies for managing empirical anomalies, like replication failures, can foster theory growth by prompting auxiliary revisions, but may eventually lead to overfitting and reduced predictive power.
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Key points
- Defensive anomaly-reduction strategies can initially benefit fragile theories by fostering auxiliary revisions and reducing underfitting.
- For established theories, these strategies can sustain research attention and support cumulative work.
- However, an accumulation of defensive strategies risks overfitting, reducing predictive power, and leading to theory degeneration.
- The paper suggests peer review should evaluate how inconsistencies are managed, rather than solely focusing on consistency, to promote scientific innovation.
AI-generated from the title and abstract; the full text is not read.
Abstract
Responding to a recent call for the development of a psychology of science, we examine how scientists manage empirical anomalies, a routine yet consequential challenge in scientific practice, and how their responses shape theory development. We argue that defensive anomaly-reduction strategies, which allow researchers to preserve an initial theoretical claim, can generate important secondary benefits. During the emergence phase of a theory, they foster auxiliary revisions that may reduce underfitting and place a fragile theory on a growth trajectory. During the exploitation phase of established theories, they help sustain attention to problems derived from the theory and support cumulative research. However, their accumulation may also increase the risk of overfitting, reduce predictive power, and set the theory on a degenerative trajectory. We illustrate these dynamics primarily through examples drawn from psychological theories, with a focus on responses to replication failures. Last, we derive several implications for peer review aimed at fostering scientific innovation. In particular, we propose shifting evaluation away from the consistency of findings, which may penalize emerging research programs and hinder innovation, and toward how inconsistencies are managed, thereby fostering growth trajectories, including for mature programs confronted with anomalies.
The authors' abstract, as published at the source. Perspectives on Psychological Science, 2026 · DOI ↗
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Field: General Psychology
General PsychologyPsychology