[Statistical methods for detecting and adjusting for publication bias]. 2010

Guido Schwarzer, and Gerta Rücker
Institut für Medizinische Biometrie und Medizinische Informatik, Universitätsklinikum Freiburg. sc@imbi.uni-freiburg.de

Publication bias in meta-analysis occurs if the probability of publication depends on the estimated treatment effect and the precision/size of a study. In this article we describe the funnel plot as a graphical method to evaluate the presence of publication bias. Furthermore, tests of publication bias based on funnel plots are explained, and methods are presented that estimate treatment effects adjusted for publication bias. The article closes with a critical discussion of the various statistical methods.

UI MeSH Term Description Entries
D007231 Infant, Newborn An infant during the first 28 days after birth. Neonate,Newborns,Infants, Newborn,Neonates,Newborn,Newborn Infant,Newborn Infants
D007234 Infant, Premature A human infant born before 37 weeks of GESTATION. Neonatal Prematurity,Premature Infants,Preterm Infants,Infant, Preterm,Infants, Premature,Infants, Preterm,Premature Infant,Prematurity, Neonatal,Preterm Infant
D010634 Phenobarbital A barbituric acid derivative that acts as a nonselective central nervous system depressant. It potentiates GAMMA-AMINOBUTYRIC ACID action on GABA-A RECEPTORS, and modulates chloride currents through receptor channels. It also inhibits glutamate induced depolarizations. Phenemal,Phenobarbitone,Phenylbarbital,Gardenal,Hysteps,Luminal,Phenobarbital Sodium,Phenobarbital, Monosodium Salt,Phenylethylbarbituric Acid,Acid, Phenylethylbarbituric,Monosodium Salt Phenobarbital,Sodium, Phenobarbital
D011642 Publications Copies of a work or document distributed to the public by sale, rental, lease, or lending. (From ALA Glossary of Library and Information Science, 1983, p181) Publication
D011643 Publishing "The business or profession of the commercial production and issuance of literature" (Webster's 3d). It includes the publisher, publication processes, editing and editors. Production may be by conventional printing methods or by electronic publishing. Electronic Publishing,Publishing, Electronic,Electronic Publishings,Publishings, Electronic
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D015201 Meta-Analysis as Topic A quantitative method of combining the results of independent studies (usually drawn from the published literature) and synthesizing summaries and conclusions which may be used to evaluate therapeutic effectiveness, plan new studies, etc., with application chiefly in the areas of research and medicine. Clinical Trial Overviews,Data Pooling,Overviews, Clinical Trial,Clinical Trial Overview,Data Poolings,Meta Analysis as Topic,Overview, Clinical Trial
D015982 Bias Any deviation of results or inferences from the truth, or processes leading to such deviation. Bias can result from several sources: one-sided or systematic variations in measurement from the true value (systematic error); flaws in study design; deviation of inferences, interpretations, or analyses based on flawed data or data collection; etc. There is no sense of prejudice or subjectivity implied in the assessment of bias under these conditions. Aggregation Bias,Bias, Aggregation,Bias, Ecological,Bias, Statistical,Bias, Systematic,Ecological Bias,Outcome Measurement Errors,Statistical Bias,Systematic Bias,Bias, Epidemiologic,Biases,Biases, Ecological,Biases, Statistical,Ecological Biases,Ecological Fallacies,Ecological Fallacy,Epidemiologic Biases,Experimental Bias,Fallacies, Ecological,Fallacy, Ecological,Scientific Bias,Statistical Biases,Truncation Bias,Truncation Biases,Bias, Experimental,Bias, Scientific,Bias, Truncation,Biase, Epidemiologic,Biases, Epidemiologic,Biases, Truncation,Epidemiologic Biase,Error, Outcome Measurement,Errors, Outcome Measurement,Outcome Measurement Error
D056808 Biostatistics The application of STATISTICS to biological systems and organisms involving the retrieval or collection, analysis, reduction, and interpretation of qualitative and quantitative data. Biological Statistics,Biological Statistic,Statistic, Biological,Statistics, Biological

Related Publications

Guido Schwarzer, and Gerta Rücker
February 2021, American journal of orthodontics and dentofacial orthopedics : official publication of the American Association of Orthodontists, its constituent societies, and the American Board of Orthodontics,
Guido Schwarzer, and Gerta Rücker
November 2021, Research synthesis methods,
Guido Schwarzer, and Gerta Rücker
January 2015, Statistics in medicine,
Guido Schwarzer, and Gerta Rücker
May 2004, Journal of evaluation in clinical practice,
Guido Schwarzer, and Gerta Rücker
December 2016, Journal of clinical epidemiology,
Guido Schwarzer, and Gerta Rücker
August 2022, Proceedings of the National Academy of Sciences of the United States of America,
Guido Schwarzer, and Gerta Rücker
July 2003, Statistics in medicine,
Guido Schwarzer, and Gerta Rücker
September 2016, Perspectives on psychological science : a journal of the Association for Psychological Science,
Guido Schwarzer, and Gerta Rücker
January 2018, Journal of optometry,
Copied contents to your clipboard!