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Volumn 11, Issue 5, 2016, Pages 730-749

Adjusting for Publication Bias in Meta-Analysis: An Evaluation of Selection Methods and Some Cautionary Notes

Author keywords

effect size; meta analysis; p curve; p uniform; selection methods

Indexed keywords

COMPUTER SIMULATION; EVALUATION STUDY; HUMAN; META ANALYSIS (TOPIC); PUBLISHING; STATISTICAL ANALYSIS; STATISTICAL MODEL;

EID: 84989253877     PISSN: 17456916     EISSN: 17456924     Source Type: Journal    
DOI: 10.1177/1745691616662243     Document Type: Article
Times cited : (274)

References (51)
  • 1
    • 84889273711 scopus 로고    scopus 로고
    • Failsafe n or file-drawer number
    • Rothstein, Sutton, Borenstein, (eds), Chichester, England, John Wiley & Sons,. In, (Eds.), (.
    • Becker B. J., (2005). Failsafe n or file-drawer number. In Rothstein H. R., Sutton A. J., Borenstein M., (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 111–125). Chichester, England: John Wiley & Sons.
    • (2005) Publication bias in meta-analysis: Prevention, assessment and adjustments , pp. 111-125
    • Becker, B.J.1
  • 2
    • 0028659004 scopus 로고
    • Operating characteristics of a rank correlation test for publication bias
    • Begg C. B., Mazumdar M., (1994). Operating characteristics of a rank correlation test for publication bias. Biometrics, 50, 1088–1101.
    • (1994) Biometrics , vol.50 , pp. 1088-1101
    • Begg, C.B.1    Mazumdar, M.2
  • 4
    • 0004182806 scopus 로고
    • London, England, Dawsons of Pall Mall,. (Original work published 1661)
    • Boyle R., (1965). The sceptical chymist. London, England: Dawsons of Pall Mall. (Original work published 1661)
    • (1965) The sceptical chymist
    • Boyle, R.1
  • 7
    • 0039802908 scopus 로고
    • The earth is round (p <.05)
    • Cohen J., (1994). The earth is round (p <.05). American Psychologist, 49, 997–1003.
    • (1994) American Psychologist , vol.49 , pp. 997-1003
    • Cohen, J.1
  • 11
    • 0034916079 scopus 로고    scopus 로고
    • A sensitivity analysis for publication bias in systematic reviews
    • Copas J. B., Shi J. Q., (2001). A sensitivity analysis for publication bias in systematic reviews. Statistical Methods in Social Research, 10, 251–265.
    • (2001) Statistical Methods in Social Research , vol.10 , pp. 251-265
    • Copas, J.B.1    Shi, J.Q.2
  • 12
    • 84972494529 scopus 로고
    • An approach for assessing publication bias prior to performing a meta-analysis
    • Dear K. B., Begg C. B., (1992). An approach for assessing publication bias prior to performing a meta-analysis. Statistical Science, 7, 237–245.
    • (1992) Statistical Science , vol.7 , pp. 237-245
    • Dear, K.B.1    Begg, C.B.2
  • 13
    • 84863732058 scopus 로고    scopus 로고
    • Publication bias: Recognizing the problem, understanding its origins and scope, and preventing harm
    • Rothstein, Sutton, Borenstein, (eds), Chichester, England, John Wiley & Sons,. In, (Eds.), (.
    • Dickersin K., (2005). Publication bias: Recognizing the problem, understanding its origins and scope, and preventing harm. In Rothstein H. R., Sutton A. J., Borenstein M., (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 11–33). Chichester, England: John Wiley & Sons.
    • (2005) Publication bias in meta-analysis: Prevention, assessment and adjustments , pp. 11-33
    • Dickersin, K.1
  • 14
    • 84889434664 scopus 로고    scopus 로고
    • The trim and fill method
    • Rothstein, Sutton, Borenstein, (eds), Chichester, England, John Wiley & Sons,. In, (Eds.), (.
    • Duval S., (2005). The trim and fill method. In Rothstein H. R., Sutton A. J., Borenstein M., (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 127–144). Chichester, England: John Wiley & Sons.
    • (2005) Publication bias in meta-analysis: Prevention, assessment and adjustments , pp. 127-144
    • Duval, S.1
  • 15
    • 0442309557 scopus 로고    scopus 로고
    • A nonparametric “trim and fill” method of accounting for publication bias in meta-analysis
    • Duval S., Tweedie R., (2000a). A nonparametric “trim and fill” method of accounting for publication bias in meta-analysis. Journal of the American Statistical Association, 95, 89–98.
    • (2000) Journal of the American Statistical Association , vol.95 , pp. 89-98
    • Duval, S.1    Tweedie, R.2
  • 16
    • 0033934949 scopus 로고    scopus 로고
    • Trim and fill: A simple funnel-plot–based method of testing and adjusting for publication bias in meta-analysis
    • Duval S., Tweedie R., (2000b). Trim and fill: A simple funnel-plot–based method of testing and adjusting for publication bias in meta-analysis. Biometrics, 56, 455–463.
    • (2000) Biometrics , vol.56 , pp. 455-463
    • Duval, S.1    Tweedie, R.2
  • 17
    • 34247358227 scopus 로고
    • The reporting of unsuccessful cases [Editorial]
    • Editors. (1909). The reporting of unsuccessful cases [Editorial]. The Boston Medical and Surgical Journal, 161, 263–264.
    • (1909) The Boston Medical and Surgical Journal , vol.161 , pp. 263-264
  • 19
    • 77956329449 scopus 로고    scopus 로고
    • Positive” results increase down the hierarchy of the sciences
    • ), e10068.
    • Fanelli D., (2010). “Positive” results increase down the hierarchy of the sciences. PLoS ONE, 5(4), e10068. doi:10.1371/journal.pone.0010068
    • (2010) PLoS ONE , vol.5 , Issue.4
    • Fanelli, D.1
  • 20
    • 84856526329 scopus 로고    scopus 로고
    • Negative results are disappearing from most disciplines and countries
    • Fanelli D., (2012). Negative results are disappearing from most disciplines and countries. Scientometrics, 90, 891–904.
    • (2012) Scientometrics , vol.90 , pp. 891-904
    • Fanelli, D.1
  • 23
    • 84922021475 scopus 로고    scopus 로고
    • The connection between varying treatment effects and the crisis of unreplicable research: A Bayesian perspective
    • Gelman A., (2015). The connection between varying treatment effects and the crisis of unreplicable research: A Bayesian perspective. Journal of Management, 41, 632–643.
    • (2015) Journal of Management , vol.41 , pp. 632-643
    • Gelman, A.1
  • 24
    • 84989265861 scopus 로고
    • In defense of experimental essays
    • Boyle, Hall, (eds), Bloomington, IN, Indiana University Press,. In, (Eds.), (.
    • Hall M. B., (1959). In defense of experimental essays. In Boyle R., Hall M. B., (Eds.), Robert Boyle on natural philosophy: An essay, with selections from his writings (pp. 119–131). Bloomington, IN: Indiana University Press.
    • (1959) Robert Boyle on natural philosophy: An essay, with selections from his writings , pp. 119-131
    • Hall, M.B.1
  • 25
    • 0001815484 scopus 로고
    • Estimation of effect size under nonrandom sampling: The effects of censoring studies yielding statistically insignificant mean differences
    • Hedges L. V., (1984). Estimation of effect size under nonrandom sampling: The effects of censoring studies yielding statistically insignificant mean differences. Journal of Educational and Behavioral Statistics, 9, 61–85.
    • (1984) Journal of Educational and Behavioral Statistics , vol.9 , pp. 61-85
    • Hedges, L.V.1
  • 26
    • 84972487962 scopus 로고
    • Modeling publication selection effects in meta-analysis
    • Hedges L. V., (1992). Modeling publication selection effects in meta-analysis. Statistical Science, 7, 246–255.
    • (1992) Statistical Science , vol.7 , pp. 246-255
    • Hedges, L.V.1
  • 27
    • 84889481106 scopus 로고    scopus 로고
    • Selection method approaches
    • Rothstein, Sutton, Borenstein, (eds), Chichester, England, John Wiley & Sons,. In, (Eds.), (.
    • Hedges L. V., Vevea J. L., (2005). Selection method approaches. In Rothstein H. R., Sutton A. J., Borenstein M., (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 145–174). Chichester, England: John Wiley & Sons.
    • (2005) Publication bias in meta-analysis: Prevention, assessment and adjustments , pp. 145-174
    • Hedges, L.V.1    Vevea, J.L.2
  • 28
    • 84972490741 scopus 로고
    • Selection models and the file drawer problem
    • Iyengar S., Greenhouse J. B., (1988). Selection models and the file drawer problem. Statistical Science, 3, 109–117.
    • (1988) Statistical Science , vol.3 , pp. 109-117
    • Iyengar, S.1    Greenhouse, J.B.2
  • 29
    • 34250609333 scopus 로고
    • Sur les fonctions convexes et les inégalités entre les valeurs moyennes
    • Jensen J. L. W. V. (1906). Sur les fonctions convexes et les inégalités entre les valeurs moyennes [On convex functions and inequality between the average values]. Acta Mathematica, 30, 175–193.
    • (1906) Acta Mathematica , vol.30 , pp. 175-193
    • Jensen, J.L.W.V.1
  • 30
    • 84916241549 scopus 로고    scopus 로고
    • Statistical methods for dealing with publication bias in meta-analysis
    • Jin Z.-C., Zhou X.-H., He J., (2015). Statistical methods for dealing with publication bias in meta-analysis. Statistics in Medicine, 34, 343–360.
    • (2015) Statistics in Medicine , vol.34 , pp. 343-360
    • Jin, Z.-C.1    Zhou, X.-H.2    He, J.3
  • 32
    • 85004878786 scopus 로고
    • Estimating effect size: Bias resulting from the significance criterion in editorial decisions
    • Lane D. M., Dunlap W. P., (1978). Estimating effect size: Bias resulting from the significance criterion in editorial decisions. British Journal of Mathematical and Statistical Psychology, 31, 107–112.
    • (1978) British Journal of Mathematical and Statistical Psychology , vol.31 , pp. 107-112
    • Lane, D.M.1    Dunlap, W.P.2
  • 33
    • 84911050121 scopus 로고    scopus 로고
    • You cannot step into the same river twice: When power analyses are optimistic
    • McShane B. B., Böckenholt U., (2014). You cannot step into the same river twice: When power analyses are optimistic. Perspectives on Psychological Science, 9, 612–625.
    • (2014) Perspectives on Psychological Science , vol.9 , pp. 612-625
    • McShane, B.B.1    Böckenholt, U.2
  • 34
    • 84942206028 scopus 로고    scopus 로고
    • Planning sample sizes when effect sizes are uncertain: The power-calibrated effect size approach
    • McShane B. B., Böckenholt U., (2016). Planning sample sizes when effect sizes are uncertain: The power-calibrated effect size approach. Psychological Methods, 21, 47–60.
    • (2016) Psychological Methods , vol.21 , pp. 47-60
    • McShane, B.B.1    Böckenholt, U.2
  • 35
    • 84975110910 scopus 로고    scopus 로고
    • Blinding us to the obvious? The effect of statistical training on the evaluation of evidence
    • McShane B. B., Gal D., (2016). Blinding us to the obvious? The effect of statistical training on the evaluation of evidence. Management Science, 62, 1707–1718.
    • (2016) Management Science , vol.62 , pp. 1707-1718
    • McShane, B.B.1    Gal, D.2
  • 37
    • 84965039431 scopus 로고    scopus 로고
    • Vienna, Austria, R Foundation for Statistical Computing,. Retrieved from
    • R Core Team. (2012). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from http://www.R-project.org/
    • (2012) R: A language and environment for statistical computing
  • 38
    • 33746341926 scopus 로고
    • The file drawer problem and tolerance for null results
    • Rosenthal R., (1979). The file drawer problem and tolerance for null results. Psychological Bulletin, 86, 638–641.
    • (1979) Psychological Bulletin , vol.86 , pp. 638-641
    • Rosenthal, R.1
  • 41
    • 84911110630 scopus 로고    scopus 로고
    • p-curve and effect size: Correcting for publication bias using only significant results
    • Simonsohn U., Nelson L. D., Simmons J. P., (2014). p-curve and effect size: Correcting for publication bias using only significant results. Perspectives on Psychological Science, 9, 666–681.
    • (2014) Perspectives on Psychological Science , vol.9 , pp. 666-681
    • Simonsohn, U.1    Nelson, L.D.2    Simmons, J.P.3
  • 42
    • 84959372075 scopus 로고    scopus 로고
    • Meta-regression approximations to reduce publication selection bias
    • Stanley T., Doucouliagos H., (2014). Meta-regression approximations to reduce publication selection bias. Research Synthesis Methods, 5, 60–78.
    • (2014) Research Synthesis Methods , vol.5 , pp. 60-78
    • Stanley, T.1    Doucouliagos, H.2
  • 43
    • 0002935408 scopus 로고
    • Publication decisions and their possible effects on inferences drawn from tests of significance—Or vice versa
    • Sterling T. D., (1959). Publication decisions and their possible effects on inferences drawn from tests of significance—Or vice versa. Journal of the American Statistical Association, 54, 30–34.
    • (1959) Journal of the American Statistical Association , vol.54 , pp. 30-34
    • Sterling, T.D.1
  • 44
    • 21844523713 scopus 로고
    • Publication decisions revisited: The effect of the outcome of statistical tests on the decision to publish and vice versa
    • Sterling T. D., Rosenbaum W., Weinkam J., (1995). Publication decisions revisited: The effect of the outcome of statistical tests on the decision to publish and vice versa. The American Statistician, 49, 108–112.
    • (1995) The American Statistician , vol.49 , pp. 108-112
    • Sterling, T.D.1    Rosenbaum, W.2    Weinkam, J.3
  • 46
    • 84889428993 scopus 로고    scopus 로고
    • Regression methods to detect publication and other bias in meta-analysis
    • Rothstein, Sutton, Borenstein, (eds), Chichester, England, John Wiley & Sons,. In, (Eds.), (.
    • Sterne J. A. C., Egger M., (2005). Regression methods to detect publication and other bias in meta-analysis. In Rothstein H. R., Sutton A. J., Borenstein M., (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 99–110). Chichester, England: John Wiley & Sons.
    • (2005) Publication bias in meta-analysis: Prevention, assessment and adjustments , pp. 99-110
    • Sterne, J.A.C.1    Egger, M.2
  • 47
    • 84972526421 scopus 로고
    • The philosophy of multiple comparisons
    • Tukey J. W., (1991). The philosophy of multiple comparisons. Statistical Science, 6, 100–116.
    • (1991) Statistical Science , vol.6 , pp. 100-116
    • Tukey, J.W.1
  • 48
    • 84989225639 scopus 로고    scopus 로고
    • Conducting meta-analyses based on p-values: Reservations and recommendations for applying p-uniform and p-curve
    • van Aert R. C. M., Wicherts J. M., van Assen M. A. L. M. (2016). Conducting meta-analyses based on p-values: Reservations and recommendations for applying p-uniform and p-curve. Perspectives on Psychological Science, 11, 713–729.
    • (2016) Perspectives on Psychological Science , vol.11 , pp. 713-729
    • van Aert, R.C.M.1    Wicherts, J.M.2    van Assen, M.A.L.M.3
  • 49
    • 84941211202 scopus 로고    scopus 로고
    • Meta-analysis using effect size distributions of only statistically significant studies
    • van Assen M. A., van Aert R., Wicherts J. M. (2015). Meta-analysis using effect size distributions of only statistically significant studies. Psychological Methods, 20, 293–309.
    • (2015) Psychological Methods , vol.20 , pp. 293-309
    • van Assen, M.A.1    van Aert, R.2    Wicherts, J.M.3
  • 50
    • 21844487157 scopus 로고
    • A general linear model for estimating effect size in the presence of publication bias
    • Vevea J. L., Hedges L. V., (1995). A general linear model for estimating effect size in the presence of publication bias. Psychometrika, 60, 419–435.
    • (1995) Psychometrika , vol.60 , pp. 419-435
    • Vevea, J.L.1    Hedges, L.V.2
  • 51
    • 30544451496 scopus 로고    scopus 로고
    • Publication bias in research synthesis: Sensitivity analysis using a priori weight functions
    • Vevea J. L., Woods C. M., (2005). Publication bias in research synthesis: Sensitivity analysis using a priori weight functions. Psychological Methods, 10, 428–443.
    • (2005) Psychological Methods , vol.10 , pp. 428-443
    • Vevea, J.L.1    Woods, C.M.2


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