Alex Tyulyupo, Balázs Kovács
Sociological Science July 28, 2026
10.15195/v13.a34
Abstract
Market categories can favor typical members over atypical ones, yet this “categorical imperative” operates inconsistently across contexts. We argue that typicality effects depend on how evaluators engage with categories during search. Using behavioral simulation in which participants search a large database of companies for competitors, we distinguish between searches that explicitly invoke industry classifications and those using alternative methods, and measure goal-category congruence through semantic alignment between evaluators’ objectives and the categories they employ. We find that typical companies become more likely to be selected in category-based searches; other searches produce no typicality effects. Among category-based searches, goal-category congruence moderates the effect: typicality strongly predicts selection when goals and categories misalign but becomes irrelevant when they align well. These findings identify a specific microprocess through which categorical effects become contingent, offering a process-level explanation for variation documented across audiences, producer characteristics, and evaluation contexts.
Market categories can favor typical members over atypical ones, yet this “categorical imperative” operates inconsistently across contexts. We argue that typicality effects depend on how evaluators engage with categories during search. Using behavioral simulation in which participants search a large database of companies for competitors, we distinguish between searches that explicitly invoke industry classifications and those using alternative methods, and measure goal-category congruence through semantic alignment between evaluators’ objectives and the categories they employ. We find that typical companies become more likely to be selected in category-based searches; other searches produce no typicality effects. Among category-based searches, goal-category congruence moderates the effect: typicality strongly predicts selection when goals and categories misalign but becomes irrelevant when they align well. These findings identify a specific microprocess through which categorical effects become contingent, offering a process-level explanation for variation documented across audiences, producer characteristics, and evaluation contexts.
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Supplemental Materials
Reproducibility Package: De-identified, model-ready data and code for reproducing all statistical tables and figures are available at (https://doi.org/10.17605/OSF.IO/6Z8RS). Raw Crunchbase records, company and venture descriptions, and participant-identifying information are not shared because of data-use and confidentiality restrictions.
- Citation: Tyulyupo, Alex, and Kovács, Balázs. 2026. “Categorical Engagement and the Contingent Nature of Typicality Effects” Sociological Science 13:884-914.
- Received: May 6, 2026
- Accepted: June 23, 2026
- Editors: Ari Adut, Clayton Childress
- DOI: 10.15195/v13.a34



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