Publication bias: Difference between revisions

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==Detection==
==Detection==
In [[meta-analyses]] of [[randomized controlled trial]]s, a file drawer<ref name="pmid11523382">{{cite journal |author=Pham B ''et al.'' |title=Is there a "best" way to detect and minimize publication bias? An empirical evaluation |journal=Evaluation & the Health Professions |volume=24  |pages=109–25 |year=2001 |pmid=11523382 |doi=}}</ref>, a funnel plot analysis<ref name="pmid9310563">{{cite journal |author=Egger M ''et al.'' |title=Bias in meta-analysis detected by a simple, graphical test |journal=BMJ |volume=315 |pages=629–34 |year=1997 |pmid=9310563 |doi=}}</ref><ref name="pmid16085192">{{cite journal |author=Terrin N ''et al.'' |title=In an empirical evaluation of the funnel plot, researchers could not visually identify publication bias |journal=J Clin Epidemiol |volume=58 |pages=894–901 |year=2005 |pmid=16085192 |doi=10.1016/j.jclinepi.2005.01.006}}</ref>, or a contour enhanced funnel plot<ref>{{Cite journal
In [[meta-analysis|meta-analyses]] of [[randomized controlled trial]]s, a file drawer<ref name="pmid11523382">{{cite journal |author=Pham B ''et al.'' |title=Is there a "best" way to detect and minimize publication bias? An empirical evaluation |journal=Evaluation & the Health Professions |volume=24  |pages=109–25 |year=2001 |pmid=11523382 |doi=}}</ref>, a funnel plot analysis<ref name="pmid9310563">{{cite journal |author=Egger M ''et al.'' |title=Bias in meta-analysis detected by a simple, graphical test |journal=BMJ |volume=315 |pages=629–34 |year=1997 |pmid=9310563 |doi=}}</ref><ref name="pmid16085192">{{cite journal |author=Terrin N ''et al.'' |title=In an empirical evaluation of the funnel plot, researchers could not visually identify publication bias |journal=J Clin Epidemiol |volume=58 |pages=894–901 |year=2005 |pmid=16085192 |doi=10.1016/j.jclinepi.2005.01.006}}</ref>, or a contour enhanced funnel plot<ref>{{Cite journal
| doi = 10.1136/bmj.b2981
| doi = 10.1136/bmj.b2981
| volume = 339
| volume = 339
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}}</ref> may help detect underlying publication bias among the studies in the meta-analysis.
}}</ref> may help detect underlying publication bias among the studies in the meta-analysis.


In [[meta-analysis]] of [[diagnostic tests]], the effective sample size funnel plot and associated regression test of asymmetry may be used.<ref name="pmid16085191">{{cite journal |author=Deeks JJ, Macaskill P, Irwig L |title=The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed |journal=J Clin Epidemiol |volume=58 |issue=9 |pages=882–93 |year=2005 |month=September |pmid=16085191 |doi=10.1016/j.jclinepi.2005.01.016 |url=http://linkinghub.elsevier.com/retrieve/pii/S0895-4356(05)00142-3 |issn=}}</ref>
In [[meta-analysis]] of [[diagnostic test]]s, the effective sample size funnel plot and associated regression test of asymmetry may be used.<ref name="pmid16085191">{{cite journal |author=Deeks JJ, Macaskill P, Irwig L |title=The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed |journal=J Clin Epidemiol |volume=58 |issue=9 |pages=882–93 |year=2005 |month=September |pmid=16085191 |doi=10.1016/j.jclinepi.2005.01.016 |url=http://linkinghub.elsevier.com/retrieve/pii/S0895-4356(05)00142-3 |issn=}}</ref>


==Causes==
==Causes==

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In academic journals and scientific journals, publication bias is defined as "the influence of study results on the chances of publication and the tendency of investigators, reviewers, and editors to submit or accept manuscripts for publication based on the direction or strength of the study findings. Publication bias has an impact on the interpretation of clinical trials and meta-analyses. Bias can be minimized by insistence by editors on high-quality research, thorough literature reviews, acknowledgment of conflicts of interest, modification of peer review practices, etc."[1]

Publication bias has been documented to occur.[2]

Examples

An example of probable publication bias is in the studies of glucosamine and chondroitin for treatment of osteoarthritis. In an initial meta-analysis, the authors noted evidence of publication bias during examination of the results.[3]

A subsequent large randomized controlled trial[4] and meta-analyses including the large trial were negative.[5][6]

Another example is the selective publication of randomized controlled trials of antidepressants.[7]

Frequency of occurrence

Randomized controlled trials

Publication bias, or bias in interpretation of studies, may be associated with the language the study is published in and may be more common in certain areas of study. In the field of complementary and alternative medicine (CAM), publication bias may be more likely to occur in studies published in languages other than English.[8]

A possible reason is that typical CAM studies are smaller than trials of conventional medicine.[8] According to two European analyses, both including German authors and one from the German Cochrane Center, this bias may be especially prevalent in German publications.[9][10]

Negative studies are less likely to be published.[11][12]

Studies of diagnostic tests

Publication bias may occur in studies of diagnostic tests.[13] Publication bias may be more of a problem in diagnostic test research than in randomized controlled trials because studies of diagnostic tests can be secondary analyses of databases and do not have to be registered prior to publication.[14]

Detection

In meta-analyses of randomized controlled trials, a file drawer[15], a funnel plot analysis[16][17], or a contour enhanced funnel plot[18] may help detect underlying publication bias among the studies in the meta-analysis.

In meta-analysis of diagnostic tests, the effective sample size funnel plot and associated regression test of asymmetry may be used.[19]

Causes

Many factors influence publication.[2][20] Publication bias may be due to authors not submitting negative studies for publication.[20] This may especially be true of studies authored by industries with conflicts of interest.[21][22] Phase I studies may be more susceptible.[23] Studies sponsored by industry are more likely to be positive.[24][25]

It is not simple to get a study published in any peer-reviewed journal, least of all in the best journals. Accordingly, many studies go unreported. It is often thought to be difficult to publish small studies, the outcome of which conflicts with the reported outcomes of larger previously published studies, or to publish studies from which no clear conclusion can be drawn. In part, this reflects the wish of the best journals to publish influential papers, and in part it reflects authors choosing not to publish studies that are thought to be uninteresting. Such publication bias can be difficult to recognise, but its effects tend to encourage publication of studies that support an already formed conclusion, while discouraging publication of contradictory or equivocal findings.[2][20]

Related biases

Language bias

Language bias may affect the results of meta-analyses.[26]

Full Text On the Net (FUTON) bias

Full Text On the Net (FUTON) bias may affect results of information retrieval.[27]

No abstract available (NAA) bias

Certain knowledge domains may be more suseceptible to 'no abstract available' (NAA) bias.[27]

Outcome reporting bias

Among published articles, analyses of outcomes reported to be studied in the methods sections[28] of papers or trial registration[29] of papers compared to the outcomes actually reported in the results of papers found that outcomes with significant p-values are more likely to be reported, and reported sufficiently to allow inclusion in meta-analysis, than insignificant outcomes.

Impact of publication bias

Impact on meta-analysis

Publication bias is a major threat to the validity of meta-analysis. Publication bias against negative studies may threaten the validity of meta-analyses that are positive and all the studies included within the meta-analysis are small.[30][16]

In performing a meta-analyses, a file drawer[15] or a funnel plot analysis[16][17] may help detect underlying publication bias among the studies in the meta-analysis.

Publication bias has also occurred in the publication of randomized controlled trials of antidepressants.[7]

Impact on the drug approval process

Publication bias occurs in the data submitted to the United States Food and Drug Administration[31][32] and to the Swedish drug regulatory authority[21]by drug companies.

Impact on media coverage of scientific research

In journalism, the media is more likely to cover studies that report positive results.[33]

Prevention

Trial registration

In 2004, the International Committee of Medical Journal Editors (ICMJE) announced that all trials starting enrollment after July 1, 2005 must be registered prior to consideration for publication in one of the 12 member journals of the Committee.[34] Randomized controlled trials may be registered at sites such as http://controlled-trials.com/, http://isrctn.org, and http://clinicaltrials.gov.

References

  1. ↑ Anonymous (2024), Publication bias (English). Medical Subject Headings. U.S. National Library of Medicine.
  2. ↑ 2.0 2.1 2.2 Dickersin K, Min YI, Meinert CL (1992). "Factors influencing publication of research results. Follow-up of applications submitted to two institutional review boards". JAMA 267 (3): 374–8. PMID 1727960. [e] Cite error: Invalid <ref> tag; name "pmid1727960" defined multiple times with different content Cite error: Invalid <ref> tag; name "pmid1727960" defined multiple times with different content
  3. ↑ McAlindon TE, LaValley MP, Gulin JP, Felson DT (2000). "Glucosamine and chondroitin for treatment of osteoarthritis: a systematic quality assessment and meta-analysis". JAMA 283 (11): 1469–75. PMID 10732937. [e]
  4. ↑ Clegg DO, Reda DJ, Harris CL, et al (2006). "Glucosamine, chondroitin sulfate, and the two in combination for painful knee osteoarthritis". N. Engl. J. Med. 354 (8): 795–808. DOI:10.1056/NEJMoa052771. PMID 16495392. Research Blogging.
  5. ↑ Vlad SC, LaValley MP, McAlindon TE, Felson DT (2007). "Glucosamine for pain in osteoarthritis: why do trial results differ?". Arthritis Rheum. 56 (7): 2267–77. DOI:10.1002/art.22728. PMID 17599746. Research Blogging.
  6. ↑ Reichenbach S, Sterchi R, Scherer M, et al (2007). "Meta-analysis: chondroitin for osteoarthritis of the knee or hip". Ann. Intern. Med. 146 (8): 580–90. PMID 17438317. [e]
  7. ↑ 7.0 7.1 Turner EH, Matthews AM, Linardatos E, Tell RA, Rosenthal R (2008). "Selective publication of antidepressant trials and its influence on apparent efficacy". N. Engl. J. Med. 358 (3): 252–60. DOI:10.1056/NEJMsa065779. PMID 18199864. Research Blogging. Cite error: Invalid <ref> tag; name "pmid18199864" defined multiple times with different content
  8. ↑ 8.0 8.1 Pham B, Klassen TP, Lawson ML, Moher D (2005). "Language of publication restrictions in systematic reviews gave different results depending on whether the intervention was conventional or complementary". J Clin Epidemiol 58 (8): 769–76. PMID 16086467. [e]
  9. ↑ Galandi D, Schwarzer G, Antes G (2006). "The demise of the randomised controlled trial: bibliometric study of the German-language health care literature, 1948 to 2004". BMC Med Res Methodol 6: 30. DOI:10.1186/1471-2288-6-30. PMID 16824217. Research Blogging.
  10. ↑ Lancet. 1997. Language bias in randomised controlled trials published in English and German. http://pubmed.gov/16086467
  11. ↑ Scherer RW, Langenberg P, von Elm E (2007). "Full publication of results initially presented in abstracts.". Cochrane Database Syst Rev (2): MR000005. DOI:10.1002/14651858.MR000005.pub3. PMID 17443628. Research Blogging.
  12. ↑ Scherer RW, Dickersin K, Langenberg P (1994). "Full publication of results initially presented in abstracts. A meta-analysis.". JAMA 272 (2): 158-62. PMID 8015133.
  13. ↑ Owens DK, Holodniy M, Garber AM, et al (May 1996). "Polymerase chain reaction for the diagnosis of HIV infection in adults. A meta-analysis with recommendations for clinical practice and study design". Ann. Intern. Med. 124 (9): 803–15. PMID 8610949. [e]
  14. ↑ Irwig L, Macaskill P, Glasziou P, Fahey M (January 1995). "Meta-analytic methods for diagnostic test accuracy". J Clin Epidemiol 48 (1): 119–30; discussion 131–2. PMID 7853038. [e]
  15. ↑ 15.0 15.1 Pham B et al. (2001). "Is there a "best" way to detect and minimize publication bias? An empirical evaluation". Evaluation & the Health Professions 24: 109–25. PMID 11523382. [e]
  16. ↑ 16.0 16.1 16.2 Egger M et al. (1997). "Bias in meta-analysis detected by a simple, graphical test". BMJ 315: 629–34. PMID 9310563. [e] Cite error: Invalid <ref> tag; name "pmid9310563" defined multiple times with different content Cite error: Invalid <ref> tag; name "pmid9310563" defined multiple times with different content
  17. ↑ 17.0 17.1 Terrin N et al. (2005). "In an empirical evaluation of the funnel plot, researchers could not visually identify publication bias". J Clin Epidemiol 58: 894–901. DOI:10.1016/j.jclinepi.2005.01.006. PMID 16085192. Research Blogging.
  18. ↑ Moreno, Santiago G; Alex J Sutton, Erick H Turner, Keith R Abrams, Nicola J Cooper, Tom M Palmer, A E Ades (2009-08-07). "Novel methods to deal with publication biases: secondary analysis of antidepressant trials in the FDA trial registry database and related journal publications". BMJ 339 (aug07_1): b2981. DOI:10.1136/bmj.b2981. Retrieved on 2009-08-13. Research Blogging.
  19. ↑ Deeks JJ, Macaskill P, Irwig L (September 2005). "The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed". J Clin Epidemiol 58 (9): 882–93. DOI:10.1016/j.jclinepi.2005.01.016. PMID 16085191. Research Blogging.
  20. ↑ 20.0 20.1 20.2 Krzyzanowska MK et al. (2003). "Factors associated with failure to publish large randomized trials presented at an oncology meeting". JAMA 290: 495–501. DOI:10.1001/jama.290.4.495. PMID 12876092. Research Blogging. Cite error: Invalid <ref> tag; name "pmid12876092" defined multiple times with different content Cite error: Invalid <ref> tag; name "pmid12876092" defined multiple times with different content
  21. ↑ 21.0 21.1 Melander H, Ahlqvist-Rastad J, Meijer G, Beermann B (2003). "Evidence b(i)ased medicine--selective reporting from studies sponsored by pharmaceutical industry: review of studies in new drug applications". BMJ 326 (7400): 1171–3. DOI:10.1136/bmj.326.7400.1171. PMID 12775615. Research Blogging.
  22. ↑ Lexchin J et al. (2003). "Pharmaceutical industry sponsorship and research outcome and quality: systematic review". BMJ 326: 1167–70. DOI:10.1136/bmj.326.7400.1167. PMID 12775614. Research Blogging.
  23. ↑ Decullier, Evelyne; An-Wen Chan, François Chapuis (2009-02-01). "Inadequate Dissemination of Phase I Trials: A Retrospective Cohort Study". PLoS Medicine 6 (2): e34 EP -. DOI:10.1371/journal.pmed.1000034. Retrieved on 2009-02-19. Research Blogging.
  24. ↑ Djulbegovic B, Lacevic M, Cantor A, Fields KK, Bennett CL, Adams JR, Kuderer NM, Lyman GH. The uncertainty principle and industry-sponsored research. Lancet. 2000 Aug 19;356(9230):635-8. PMID 10968436
  25. ↑ Rochon PA, Gurwitz JH, Simms RW, Fortin PR, Felson DT, Minaker KL, Chalmers TC. A study of manufacturer-supported trials of nonsteroidal anti-inflammatory drugs in the treatment of arthritis. Arch Intern Med. 1994 Jan 24;154(2):157-63. PMID 8285810
  26. ↑ Grégoire G, Derderian F, Le Lorier J (January 1995). "Selecting the language of the publications included in a meta-analysis: is there a Tower of Babel bias?". J Clin Epidemiol 48 (1): 159–63. PMID 7853041. [e]
  27. ↑ 27.0 27.1 Wentz R (October 2002). "Visibility of research: FUTON bias". Lancet 360 (9341): 1256. DOI:10.1016/S0140-6736(02)11264-5. PMID 12401287. Research Blogging.
  28. ↑ Chan AW, Altman DG (April 2005). "Identifying outcome reporting bias in randomised trials on PubMed: review of publications and survey of authors". BMJ 330 (7494): 753. DOI:10.1136/bmj.38356.424606.8F. PMID 15681569. PMC 555875. Research Blogging.
  29. ↑ Mathieu, Sylvain; Isabelle Boutron, David Moher, Douglas G. Altman, Philippe Ravaud (2009-09-02). "Comparison of Registered and Published Primary Outcomes in Randomized Controlled Trials". JAMA 302 (9): 977-984. DOI:10.1001/jama.2009.1242. Retrieved on 2009-09-01. Research Blogging.
  30. ↑ Sutton AJ, Duval SJ, Tweedie RL, Abrams KR, Jones DR (2000). "Empirical assessment of effect of publication bias on meta-analyses". BMJ 320 (7249): 1574–7. PMID 10845965. [e]
  31. ↑ Lee K, Bacchetti P, Sim I. Publication of Clinical Trials Supporting Successful New Drug Applications: A Literature Analysis. PLoS Medicine. 2008 Sep 1;5(9):e191 EP -. DOI:10.1371/journal.pmed.0050191
  32. ↑ Rising, Kristin; Peter Bacchetti, Lisa Bero (2008-11-01). "Reporting Bias in Drug Trials Submitted to the Food and Drug Administration: Review of Publication and Presentation". PLoS Medicine 5 (11): e217 EP -. DOI:10.1371/journal.pmed.0050217. Retrieved on 2008-11-26. Research Blogging.
  33. ↑ Koren G, Klein N (October 1991). "Bias against negative studies in newspaper reports of medical research". JAMA 266 (13): 1824–6. PMID 1890712. [e]
  34. ↑ De Angelis C, Drazen JM, Frizelle FA, et al (September 2004). "Clinical trial registration: a statement from the International Committee of Medical Journal Editors". The New England journal of medicine 351 (12): 1250–1. DOI:10.1056/NEJMe048225. PMID 15356289. Research Blogging.
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