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Accepted for/Published in: JMIR Formative Research

Date Submitted: Jan 3, 2025
Date Accepted: Apr 30, 2025

The final, peer-reviewed published version of this preprint can be found here:

Misrepresentation of Overall and By-Gender Mortality Causes in Film Using Online, Crowd-Sourced Data: Quantitative Analysis

Beauregard CG, Danforth CM, Dodds PS

Misrepresentation of Overall and By-Gender Mortality Causes in Film Using Online, Crowd-Sourced Data: Quantitative Analysis

JMIR Form Res 2025;9:e70853

DOI: 10.2196/70853

PMID: 40554798

PMCID: 12212890

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Hollywood’s misrepresentation of death: A comparison of overall and by-gender mortality causes in film and the real world

  • Calla Glavin Beauregard; 
  • Christopher M Danforth; 
  • Peter Sheridan Dodds

ABSTRACT

The common phrase ‘representation matters’ asserts that media has a measurable and important impact on civic society’s perception of self and others. The representation of health in media, in particular, may reflect and perpetuate a society’s disease burden. Here, for the top 10 major causes of death in the United States, we examine how cinematic representation overall and by-gender mortality diverges from reality. Using crowd-sourced data on over 40,000 film deaths from Cinemorgue Wiki, we employ natural language processing (NLP) techniques to analyze shifts in representation of deaths in movies versus the 2021 National Vital Statistics Survey (NVSS) top ten mortality causes. Overall, movies strongly overrepresent suicide and, to a lesser degree, accidents. In terms of gender, movies overrepresent men and underrepresent women for nearly every major mortality cause, including heart disease and cerebrovascular disease. The two exceptions for which women are overrepresented are suicide and accidents. We discuss the implications of under- and over-representing causes of death overall and by gender, as well as areas of future research.


 Citation

Please cite as:

Beauregard CG, Danforth CM, Dodds PS

Misrepresentation of Overall and By-Gender Mortality Causes in Film Using Online, Crowd-Sourced Data: Quantitative Analysis

JMIR Form Res 2025;9:e70853

DOI: 10.2196/70853

PMID: 40554798

PMCID: 12212890

Per the author's request the PDF is not available.