Literature DB >> 33764797

Challenging the Link Between Early Childhood Television Exposure and Later Attention Problems: A Multiverse Approach.

Matthew T McBee1, Rebecca J Brand2, Wallace E Dixon1.   

Abstract

In 2004, Christakis and colleagues published findings that he and others used to argue for a link between early childhood television exposure and later attention problems, a claim that continues to be frequently promoted by the popular media. Using the same National Longitudinal Survey of Youth 1979 data set (N = 2,108), we conducted two multiverse analyses to examine whether the finding reported by Christakis and colleagues was robust to different analytic choices. We evaluated 848 models, including logistic regression models, linear regression models, and two forms of propensity-score analysis. If the claim were true, we would expect most of the justifiable analyses to produce significant results in the predicted direction. However, only 166 models (19.6%) yielded a statistically significant relationship, and most of these employed questionable analytic choices. We concluded that these data do not provide compelling evidence of a harmful effect of TV exposure on attention.

Keywords:  ADHD; TV; attention development; computational reproducibility; garden of forking paths; media; multiverse analysis; open data; open materials

Year:  2021        PMID: 33764797     DOI: 10.1177/0956797620971650

Source DB:  PubMed          Journal:  Psychol Sci        ISSN: 0956-7976


  2 in total

1.  Association of Screen Time With Internalizing and Externalizing Behavior Problems in Children 12 Years or Younger: A Systematic Review and Meta-analysis.

Authors:  Rachel Eirich; Brae Anne McArthur; Ciana Anhorn; Claire McGuinness; Dimitri A Christakis; Sheri Madigan
Journal:  JAMA Psychiatry       Date:  2022-05-01       Impact factor: 25.911

Review 2.  Assessing the Robustness of Mediation Analysis Results Using Multiverse Analysis.

Authors:  Judith J M Rijnhart; Jos W R Twisk; Dorly J H Deeg; Martijn W Heymans
Journal:  Prev Sci       Date:  2021-07-16
  2 in total

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