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A Nonparametric “Trim and Fill” Method of Accounting for Publication Bias in Meta-Analysis
Abstract
Meta-analysis collects and synthesizes results from individual studies to estimate an overall effect size. If published studies are chosen, say through a literature review, then an inherent selection bias may arise, because, for example, studies may tend to be published more readily if they are statistically significant, or deemed to be more “interesting” in terms of the impact of their outcomes. We develop a simple rank-based data augmentation technique, formalizing the use of funnel plots, to estimate and adjust for the numbers and outcomes of missing studies. Several nonparametric estimators are proposed for the number of missing studies, and their properties are developed analytically and through simulations. We apply the method to simulated and epidemiological datasets and show that it is both effective and consistent with other criteria in the literature.
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In the citing paper
“Publication bias was investigated by applying the trim and fill method, where effect sizes are recalculated to adjust for supposed publication biases (Duval & Tweedie, 2000).”
From Taking stock: A meta-analysis of the effects of foreign language enjoyment (2022) · cites this paper as Duval & Tweedie, 2000
In the citing paper
“The trim‐and‐fill procedure determined that nine studies should be added to create symmetry.”
From Problem-oriented policing for reducing crime and disorder: An updated systematic review and meta-analysis (2020) · cites this paper as Duval and Tweedie (2000)
In the citing paper
“Like many systematic reviews, our meta‐analyses used the trim‐and‐fill procedure to explore whether publication bias might be affecting the results and to estimate how the reported effects would change if the bias were to be removed (Duval & Tweedie, 2000; Duval, 2005).”
From Hot spots policing of small geographic areas effects on crime (2019) · cites this paper as Duval & Tweedie, 2000
In the citing paper
“When we encountered publication bias, we conducted a trim and fill adjusted analysis 25 to remove the most extreme small studies from the positive side of the funnel plot, and recalculated the effect size iteratively, until the funnel plot was symmetrical around the (new) effect size.”
From Diabetes mellitus in people with schizophrenia, bipolar disorder and major depressive disorder: a systematic review and large scale meta‐analysis (2016) · cites this paper as [25]
In the citing paper
“Variations in the risk for glucose abnormalities are evident in the literature, with the highest risk being associated with clozapine, olanzapine and quetiapine in carefully designed studies 25,34,35 .”
From Diabetes mellitus in people with schizophrenia, bipolar disorder and major depressive disorder: a systematic review and large scale meta‐analysis (2016) · cites this paper as [25]
Citations
Cites
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722
Meta-analysis in clinical trials
DerSimonian, R., & Laird, N. (1986) · Controlled Clinical Trials · doi:10.1016/0197-2456(86)90046-2 · Cited by 39,552
Operating characteristics of a rank correlation test for publication bias
Begg, C. B., & Mazumdar, M. (1994) · Biometrics · doi:10.2307/2533446 · Cited by 16,955
Duval, S., & Tweedie, R. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00455.x · Cited by 14,099
Self-citationWasserman, S. S., Hedges, L. V., & Olkin, I. (1988) · Journal of Educational Statistics · doi:10.2307/1164953 · Cited by 10,377
Casella, G., & Berger, R. L. (1993) · Chapman & Hall/CRC eBooks · doi:10.1201/9781003456285 · Cited by 5,835
The Handbook of Research Synthesis.
Howel, D., Cooper, H., & Hedges, L. V. (1995) · Biometrics · doi:10.2307/2533295 · Cited by 3,657
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 · cited 1×
“The negative binomial forms here are reminiscent of those used by Eberly and Casella (1999) and Givens et al.”
MethodSumming up: The Science of Reviewing Research
Wilkinson, I., Light, R. J., & Pillemer, D. B. (1987) · Journal of Educational Statistics · doi:10.2307/1164691 · Cited by 1,486
Light, R. J., & Pillemer, D. B. (1984) · Harvard University Press eBooks · doi:10.4159/9780674040243 · Cited by 1,422
Research works printed but not linked: 10
- 1983, British Medical Journal, 280, 508
- Cooper H., 1998, Synthesizing Research
- Dear K., 1997, Statistical Science, 12, 245
- DuMouchel W., 1997, Statistical Science, 12, 244
- Duval S. J., 1999, “Effects of Publication Bias in Meta-Analysis,”
- Duval S. J., “Robustness of the ‘Trim and Fill’ publication bias approach to different mechanisms for study suppression,”
- Eberly L. E., 1999, Journal of Official Statistics, 15
- Hedges L., 1985, Statistical Methods for Meta-Analysis
- Sugita M., 1994, Tokai Journal of Experimental and Clinical Medicine, 19, 29
- Sutton A. J., 1999, “The Impact of Publication Bias on Meta-Analyses Within the Cochrane Database of Systematic Reviews,”
Cited by
Sorted by citations
Items 201–300 of 1,059
Associations Between Ozone and Daily Mortality
Ito, K., Leon, S. F. D., & Lippmann, M. (2005) · Epidemiology · doi:10.1097/01.ede.0000165821.90114.7f · Cited by 391
Josephine, K., Josefine, L., Philipp, D., David, E., & Harald, B. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.07.021 · Cited by 341
van der Gaag, M., Smit, F., Bechdolf, A., French, P., Linszen, D. H., Yung, A. R., McGorry, P., & Cuijpers, P. (2013) · Schizophrenia Research · doi:10.1016/j.schres.2013.07.004 · Cited by 384
Carter, E. C., & McCullough, M. E. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00823 · Cited by 381
Differences in sensitivity to parenting depending on child temperament: A meta-analysis.
Slagt, M., Dubas, J. S., Deković, M., & van Aken, M. A. G. (2016) · Psychological Bulletin · doi:10.1037/bul0000061 · Cited by 429
Sacchi, C., Marino, C., Nosarti, C., Vieno, A., Visentin, S., & Simonelli, A. (2020) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2020.1097 · Cited by 384
Weingarten, E., Chen, Q.-J., McAdams, M., Yi, J., Hepler, J., & Albarracín, D. (2015) · Psychological bulletin · doi:10.1037/bul0000030 · Cited by 275
Zhang, P., Li, B., Wu, J., & Hu, S. (2018) · Ecology Letters · doi:10.1111/ele.13181 · Cited by 378
Job Burnout and Employee Engagement
Cole, M. S., Walter, F. H., Bedeian, A. G., & O’Boyle, E. H. (2011) · Journal of Management · doi:10.1177/0149206311415252 · Cited by 392
Pearson, N., Braithwaite, R. E., Biddle, S., van Sluijs, E. M. F., & Atkin, A. J. (2014) · Obesity Reviews · doi:10.1111/obr.12188 · Cited by 411
Williams, M. J., & Tiedens, L. Z. (2016) · Psychological Bulletin · doi:10.1037/bul0000039 · Cited by 374
Moreno, S. G., Sutton, A. J., Ades, A., Stanley, T. D., Abrams, K. R., Peters, J. L., & Cooper, N. J. (2009) · BMC Medical Research Methodology · doi:10.1186/1471-2288-9-2 · Cited by 373
Little, M. P., Azizova, T. V., Bazyka, D., Bouffler, S. D., Cardis, E., Chekin, S., Chumak, V. V., Cucinotta, F. A., de Vathaire, F., Hall, P., et al. (2012) · Environmental Health Perspectives · doi:10.1289/ehp.1204982 · Cited by 367
Sakiris, N., & Berle, D. (2019) · Clinical Psychology Review · doi:10.1016/j.cpr.2019.101751 · Cited by 369
Van IJzendoorn, M. H., & Bakermans-Kranenburg, M. J. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.07.008 · Cited by 365
Weinmayr, G., Romeo, E., Sario, M. D., Weiland, S. K., & Forastiere, F. (2009) · Environmental Health Perspectives · doi:10.1289/ehp.0900844 · Cited by 367
Endendijk, J. J., Groeneveld, M. G., Bakermans‐Kranenburg, M. J., & Mesman, J. (2016) · PLoS ONE · doi:10.1371/journal.pone.0159193 · Cited by 427
Risk factors for child neglect: A meta-analytic review
Mulder, T. M., Kuiper, K. C., van der Put, C. E., Stams, G. J. J. M., & Assink, M. (2018) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2018.01.006 · Cited by 437
Effects of game‐based learning on students' mathematics achievement: A meta‐analysis
Tokac, U., Novak, E., & Thompson, C. G. (2019) · Journal of Computer Assisted Learning · doi:10.1111/jcal.12347 · Cited by 366
Racism and health service utilisation: A systematic review and meta-analysis
Ben, J., Cormack, D. M., Harris, R. B., & Paradies, Y. (2017) · PLoS ONE · doi:10.1371/journal.pone.0189900 · Cited by 368
Transfusion of older stored blood and risk of death: a meta‐analysis
Wang, D., Sun, J., Solomon, S. B., Klein, H. G., & Natanson, C. (2011) · Transfusion · doi:10.1111/j.1537-2995.2011.03466.x · Cited by 364
Evidence for publication bias in video game violence effects literature: A meta-analytic review
Ferguson, C. J. (2007) · Aggression and Violent Behavior · doi:10.1016/j.avb.2007.01.001 · Cited by 398
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Bolker, B. M. (2015) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199672547.003.0014 · Cited by 375
Gaffney, H., Farrington, D. P., Espelage, D. L., & Ttofi, M. M. (2019) · Aggression and Violent Behavior · doi:10.1016/j.avb.2018.07.002 · Cited by 363
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Saroglou, V. (2009) · Personality and Social Psychology Review · doi:10.1177/1088868309352322 · Cited by 391
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Lundahl, A., Kidwell, K. M., & Nelson, T. D. (2014) · PEDIATRICS · doi:10.1542/peds.2013-2690 · Cited by 366
Alink, L. R. A., van IJzendoorn, M. H., Bakermans‐Kranenburg, M. J., Mesman, J., Juffer, F., & Koot, H. M. (2008) · Developmental Psychobiology · doi:10.1002/dev.20300 · Cited by 359
Sense of Community and Community Participation: A Meta-Analytic Review
Talò, C., Mannarini, T., & Rochira, A. (2013) · Social Indicators Research · doi:10.1007/s11205-013-0347-2 · Cited by 364
Peter, J. V., Moran, J. L., & Phillips-Hughes, J. (2005) · Critical Care Medicine · doi:10.1097/01.ccm.0000150960.36228.c0 · Cited by 359
Molendijk, M. L., Hoek, H. W., Brewerton, T. D., & Elzinga, B. M. (2017) · Psychological Medicine · doi:10.1017/s0033291716003561 · Cited by 360
Sedikides, C., & Gebauer, J. E. (2010) · Personality and Social Psychology Review · doi:10.1177/1088868309351002 · Cited by 358
Through the eyes of love: Reality and illusion in intimate relationships.
Fletcher, G. J. O., & Kerr, P. S. G. (2010) · Psychological Bulletin · doi:10.1037/a0019792 · Cited by 350
Reschly, A. L., Busch, T. W., Betts, J., Deno, S. L., & Long, J. D. (2009) · Journal of School Psychology · doi:10.1016/j.jsp.2009.07.001 · Cited by 376
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Testing for funnel plot asymmetry of standardized mean differences
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Al-Hoorie, A. H. (2018) · Studies in Second Language Learning and Teaching · doi:10.14746/ssllt.2018.8.4.2 · Cited by 351
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Wang, J., Qin, T., Chen, J., Li, Y., Wang, L., Huang, H., & Li, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0114259 · Cited by 340
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Zhang, J., Gallego, J. A., Robinson, D. G., Malhotra, A. K., Kane, J. M., & Correll, C. U. (2012) · The International Journal of Neuropsychopharmacology · doi:10.1017/s1461145712001277 · Cited by 347
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Jahrami, H., Alhaj, O. A., Humood, A. M., Alenezi, A. F., Fekih‐Romdhane, F., Al-Rasheed, M. M., Saif, Z., Bragazzi, N. L., Pandi-Perumal, S. R., BaHammam, A. S., et al. (2022) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2022.101591 · Cited by 359
Botes, E., Dewaele, J.-M., & Greiff, S. (2020) · Journal for the Psychology of Language Learning · doi:10.52598/jpll/2/1/3 · Cited by 333
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Metadata
- Authors
- Duval, S., & Tweedie, R.
- Affiliations
- Colorado State University (US)
- University of Minnesota (US)
- ORCID
- Duval, Sue
- Venue
- Journal of the American Statistical Association
- Publisher
- Informa UK Limited
- Published
- 2000-03
- Volume
- 95
- Issue
- 449
- Pages
- 89-98
- ISSN
- 0162-1459 (ISSN-L)
- 1537-274X
- OpenAlex
- W2043565183
- Cited by
- 2,955
- References
- 40
- Citations by year
- 2026: 106 · 2025: 167 · 2024: 189 · 2023: 171 · 2022: 233 · 2021: 275 · 2020: 259 · 2019: 179 · 2018: 184 · 2017: 160 · 2016: 142 · 2015: 149 · 2014: 128 · 2013: 91 · 2012: 101
- FWCI
- 21.09
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of the American Statistical Association (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Social Sciences › Library and Information Sciences › scientometrics and bibliometrics research
- Keywords
- publication bias, trim and fill, missing studies, funnel plot, nonparametric estimators, selection bias, meta-analysis, effect size estimation
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