Literature DB >> 28253915

An approach to addressing subpopulation considerations in systematic reviews: the experience of reviewers supporting the U.S. Preventive Services Task Force.

Evelyn P Whitlock1, Michelle Eder2, Jamie H Thompson3, Daniel E Jonas4, Corinne V Evans3, Janelle M Guirguis-Blake5, Jennifer S Lin3.   

Abstract

BACKGROUND: Guideline developers and other users of systematic reviews need information about whether a medical or preventive intervention is likely to benefit or harm some patients more (or less) than the average in order to make clinical practice recommendations tailored to these populations. However, guidance is lacking on how to include patient subpopulation considerations into the systematic reviews upon which guidelines are often based. In this article, we describe methods developed to consistently consider the evidence for relevant subpopulations in systematic reviews conducted to support primary care clinical preventive service recommendations made by the U.S. Preventive Services Task Force (USPSTF). PROPOSED APPROACH: Our approach is grounded in our experience conducting systematic reviews for the USPSTF and informed by a review of existing guidance on subgroup analysis and subpopulation issues. We developed and refined our approach based on feedback from the Subpopulation Workgroup of the USPSTF and pilot testing on reviews being conducted for the USPSTF. This paper provides processes and tools for incorporating evidence-based identification of important sources of potential heterogeneity of intervention effects into all phases of systematic reviews. Key components of our proposed approach include targeted literature searches and key informant interviews to identify the most important subpopulations a priori during topic scoping, a framework for assessing the credibility of subgroup analyses reported in studies, and structured investigation of sources of heterogeneity of intervention effects.
CONCLUSIONS: Further testing and evaluation are necessary to refine this proposed approach and demonstrate its utility to the producers and users of systematic reviews beyond the context of the USPSTF. Gaps in the evidence on important subpopulations identified by routinely applying this process in systematic reviews will also inform future research needs.

Entities:  

Keywords:  Heterogeneity; Patient subpopulation; Subgroup; Systematic review

Mesh:

Year:  2017        PMID: 28253915      PMCID: PMC5335853          DOI: 10.1186/s13643-017-0437-3

Source DB:  PubMed          Journal:  Syst Rev        ISSN: 2046-4053


  39 in total

1.  Users' guides to the medical literature: XX. Integrating research evidence with the care of the individual patient. Evidence-Based Medicine Working Group.

Authors:  F A McAlister; S E Straus; G H Guyatt; R B Haynes
Journal:  JAMA       Date:  2000-06-07       Impact factor: 56.272

2.  Quantifying heterogeneity in a meta-analysis.

Authors:  Julian P T Higgins; Simon G Thompson
Journal:  Stat Med       Date:  2002-06-15       Impact factor: 2.373

3.  Investigating causes of heterogeneity in systematic reviews.

Authors:  P P Glasziou; S L Sanders
Journal:  Stat Med       Date:  2002-06-15       Impact factor: 2.373

4.  United States life tables, 2007.

Authors:  Elizabeth Arias
Journal:  Natl Vital Stat Rep       Date:  2011-09-28

5.  GRADE guidelines: 2. Framing the question and deciding on important outcomes.

Authors:  Gordon H Guyatt; Andrew D Oxman; Regina Kunz; David Atkins; Jan Brozek; Gunn Vist; Philip Alderson; Paul Glasziou; Yngve Falck-Ytter; Holger J Schünemann
Journal:  J Clin Epidemiol       Date:  2010-12-30       Impact factor: 6.437

6.  Treating individuals 2. Subgroup analysis in randomised controlled trials: importance, indications, and interpretation.

Authors:  Peter M Rothwell
Journal:  Lancet       Date:  2005 Jan 8-14       Impact factor: 79.321

Review 7.  A framework for the analysis of heterogeneity of treatment effect in patient-centered outcomes research.

Authors:  Ravi Varadhan; Jodi B Segal; Cynthia M Boyd; Albert W Wu; Carlos O Weiss
Journal:  J Clin Epidemiol       Date:  2013-05-04       Impact factor: 6.437

8.  Is a subgroup effect believable? Updating criteria to evaluate the credibility of subgroup analyses.

Authors:  Xin Sun; Matthias Briel; Stephen D Walter; Gordon H Guyatt
Journal:  BMJ       Date:  2010-03-30

9.  Treating individuals 3: from subgroups to individuals: general principles and the example of carotid endarterectomy.

Authors:  Peter M Rothwell; Ziyah Mehta; Sally C Howard; Sergei A Gutnikov; Charles P Warlow
Journal:  Lancet       Date:  2005 Jan 15-21       Impact factor: 79.321

10.  A randomized trial of low-dose aspirin in the primary prevention of cardiovascular disease in women.

Authors:  Paul M Ridker; Nancy R Cook; I-Min Lee; David Gordon; J Michael Gaziano; Joann E Manson; Charles H Hennekens; Julie E Buring
Journal:  N Engl J Med       Date:  2005-03-07       Impact factor: 91.245

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  2 in total

Review 1.  Pharmacotherapies for fatigue in chronic liver disease (CLD): a systematic review and meta-analysis (protocol).

Authors:  Andem Effiong; Prerna Kumari
Journal:  Syst Rev       Date:  2018-02-14

Review 2.  N-of-1 Clinical Trials in Nutritional Interventions Directed at Improving Cognitive Function.

Authors:  Natalia Soldevila-Domenech; Anna Boronat; Klaus Langohr; Rafael de la Torre
Journal:  Front Nutr       Date:  2019-07-23
  2 in total

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