The file drawer problem and tolerance for null results.
1979/05/01 by Robert Rosenthal · 8,656 citations
Decision Sciences · Mathematics · Psychology · #Computer science #Database #Mathematics #Meta-analysis and systematic reviews #Null (SQL) #Psychological Testing and Assessment #Psychology #Statistics
paper · doi:10.1037/0033-2909.86.3.638
published in Psychological Bulletin 86(3), 638-641 (American Psychological Association)
openalex publication_date 1979/05/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/06
Abstract
For any given research area, one cannot tell how many studies have been con-ducted but never reported. The extreme view of the "file drawer problem " is that journals are filled with the 5 % of the studies that show Type I errors, while the file drawers are filled with the 95 % of the studies that show non-significant results. Quantitative procedures for computing the tolerance for filed and future null results are reported and illustrated, and the implications are discussed. Both behavioral researchers and statisti-cians have long suspected that the studies published in the behavioral sciences are a biased sample of the studies that are actually carried out (Bakan, 1967; McNemar, 1960; Smart, 1964; Sterling, 1959). The extreme view of this problem, the "file drawer prob-lem, " is that the journals are filled with the 5 % of the studies that show Type I errors, while the file drawers back at the lab are filled with the 95 % of the studies that show nonsignificant (e.g., p>.05) results. In the past there was very little one could do to assess the net effect of studies, tucked away in file drawers, that did not make the magic.05 level (Rosenthal & Gaito, 1963, 1964). Now, however, although no definitive solution to the problem is available, one can establish reasonable boundaries on the prob-lem and estimate the degree of damage to any research conclusion that could be done by the file drawer problem. This advance in our ability to cope with the file drawer is an outgrowth of the in-creasing interest of behavioral scientists in summarizing bodies of research literature sys-Preparation of this article was supported in part by the National Science Foundation. I would like to thank Judith A. Hall and Donald B. Rubin for their valuable improvements of an earlier version of this article. Requests for reprints should be sent to Robert
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- A meta‐analytic review of the efficacy of psychological treatments for violent offenders in correctional and forensic mental health settings.
- Specific and Nonspecific Treatment Factors in the Experimental Analysis of Behavioral Treatment Efficacy
- Replication studies considered harmful
- Self-Enhancement and Psychological Adjustment: A Meta-Analytic Review
- ¿Cómo hacer una revisión sistemática siguiendo el protocolo PRISMA?
- Publication and other reporting biases in cognitive sciences: detection, prevalence, and prevention
- Why Selective Publication of Statistically Significant Results Can Be Effective
- Quantifying Selective Reporting and the Proteus Phenomenon for Multiple Datasets with Similar Bias
- Implicit cognition and depression: A meta-analysis
- Student success prediction in MOOCs
- The effects of single-sex compared with coeducational schooling on students’ performance and attitudes: A meta-analysis.
- Corticosteroid Injections Give Small and Transient Pain Relief in Rotator Cuff Tendinosis: A Meta-analysis
- Suicidality in obsessive compulsive disorder (OCD): A systematic review and meta-analysis
- A Meta-Analysis of Cohesion and Performance
- No Effect of Weight on Judgments of Importance in the Moral Domain and Evidence of Publication Bias from a Meta-Analysis
- The influence of race on sentencing: A meta‐analytic review of experimental studies
- Publication bias [wikipedia]
- Alien predators are more dangerous than native predators to prey populations. [europepmc]
- The relationship between parenting and delinquency: a meta-analysis. [europepmc]
- Landscape-moderated biodiversity effects of agri-environmental management: a meta-analysis. [europepmc]
- Tobacco and marijuana use among adolescents and young adults: a systematic review of their co-use. [europepmc]
- A review and meta-analysis of age-based stereotype threat: negative stereotypes, not facts, do the damage. [europepmc]
- Efficacy of psychosocial interventions for psychological and pregnancy outcomes in infertile women and men: a systematic review and meta-analysis. [europepmc]
- The biological impacts of artificial light at night: the research challenge. [europepmc]
- NeuroVault.org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain. [europepmc]
- Stream microbial diversity in response to environmental changes: review and synthesis of existing research. [europepmc]
- Scientific Utopia: II. Restructuring Incentives and Practices to Promote Truth Over Publishability. [europepmc]
- Correlates of Gross Motor Competence in Children and Adolescents: A Systematic Review and Meta-Analysis. [europepmc]
- Steep delay discounting and addictive behavior: a meta-analysis of continuous associations. [europepmc]
- Measurement Invariance Conventions and Reporting: The State of the Art and Future Directions for Psychological Research. [europepmc]
- Coping, emotion regulation, and psychopathology in childhood and adolescence: A meta-analysis and narrative review. [europepmc]
- The Efficacy of Cognitive Intervention in Mild Cognitive Impairment (MCI): a Meta-Analysis of Outcomes on Neuropsychological Measures. [europepmc]
- Science of science. [europepmc]
- Are school-based physical activity interventions effective and equitable? A meta-analysis of cluster randomized controlled trials with accelerometer-assessed activity. [europepmc]
- The Relationship Between Burnout, Depression, and Anxiety: A Systematic Review and Meta-Analysis. [europepmc]
- Open science challenges, benefits and tips in early career and beyond. [europepmc]
- The reign of the p-value is over: what alternative analyses could we employ to fill the power vacuum? [europepmc]
- Efficacy of non-invasive brain stimulation on cognitive functioning in brain disorders: a meta-analysis. [europepmc]
- Specificity of trait anxiety in anxiety and depression: Meta-analysis of the State-Trait Anxiety Inventory. [europepmc]
- A manifesto for reproducible science. [europepmc]
- Digital medicine and the curse of dimensionality. [europepmc]
- System Usability Scale Benchmarking for Digital Health Apps: Meta-analysis. [europepmc]
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