The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
A General Linear Model for Estimating Effect Size in the Presence of Publication Bias
Abstract
When the process of publication favors studies with small p-values, and hence large effect estimates, combined estimates from many studies may be biased. This paper describes a model for estimation of effect size when there is selection based on one-tailed p-values. The model employs the method of maximum likelihood in the context of a mixed (fixed and random) effects general linear model for effect sizes. It offers a test for the presence of publication bias, and corrected estimates of the parameters of the linear model for effect magnitude. The model is illustrated using a well-known data set on the benefits of psychotherapy.
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Citations
Cites
Publication bias in clinical research
Easterbrook, P. J., Gopalan, R., Berlin, J. A., & Matthews, D. R. (1991) · The Lancet · doi:10.1016/0140-6736(91)90201-y · Cited by 3,109
Consequences of prejudice against the null hypothesis.
Greenwald, A. G. (1975) · Psychological Bulletin · doi:10.1037/h0076157 · Cited by 1,022
Sterling, T. D. (1959) · Journal of the American Statistical Association · doi:10.1080/01621459.1959.10501497 · Cited by 964
Modeling Publication Selection Effects in Meta-Analysis
Hedges, L. V. (1992) · Statistical Science · doi:10.1214/ss/1177011364 · Cited by 359
Self-citationHedges, L. V. (1984) · Journal of Educational Statistics · doi:10.3102/10769986009001061 · Cited by 241
Self-citation
Cited by
A meta-analytic test of intergroup contact theory.
Pettigrew, T. F., & Tropp, L. R. (2006) · Journal of personality and social psychology · doi:10.1037/0022-3514.90.5.751 · Cited by 9,708
The Handbook of Research Synthesis and Meta-Analysis
(2019) · doi:10.7758/9781610448864 · Cited by 4,553
Quantitative Synthesis in Systematic Reviews
Lau, J., Ioannidis, J. P. A., & Schmid, C. H. (1997) · Annals of Internal Medicine · doi:10.7326/0003-4819-127-9-199711010-00008 · Cited by 2,517
Investigating and dealing with publication and other biases in meta-analysis
Sterne, J. A. C., Egger, M., & Smith, G. D. (2001) · BMJ · doi:10.1136/bmj.323.7304.101 · Cited by 2,225
GRADE guidelines: 5. Rating the quality of evidence—publication bias
Guyatt, G. H., Oxman, A. D., Montori, V., Vist, G., Kunz, R., Brozek, J., Alonso-Coello, P., Djulbegovic, B., Atkins, D., Falck-Ytter, Y., et al. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2011.01.011 · Cited by 1,819
Metadata
- Authors
- Vevea, J. L., & Hedges, L. V.
- Venue
- Psychometrika
- Publisher
- Cambridge University Press (CUP)
- Published
- 1995-09
- Volume
- 60
- Issue
- 3
- Pages
- 419-435
- ISSN
- 0033-3123 (ISSN-L)
- 1860-0980
- OpenAlex
- W2028854990
- Cited by
- 413
- References
- 5
- FWCI
- 2.18
- Type
- journal article
- Language
- en
- Open access
- closed
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
