Systematic reviewers used various approaches to data extraction and expressed several research needs: a survey.

Automation Data analysis Health technology assessment Information storage and retrieval Meta-analysis Systematic review

Journal

Journal of clinical epidemiology
ISSN: 1878-5921
Titre abrégé: J Clin Epidemiol
Pays: United States
ID NLM: 8801383

Informations de publication

Date de publication:
07 2023
Historique:
received: 17 04 2023
revised: 28 05 2023
accepted: 31 05 2023
medline: 4 9 2023
pubmed: 8 6 2023
entrez: 7 6 2023
Statut: ppublish

Résumé

Data extraction is a prerequisite for analyzing, summarizing, and interpreting evidence in systematic reviews. Yet guidance is limited, and little is known about current approaches. We surveyed systematic reviewers on their current approaches to data extraction, opinions on methods, and research needs. We developed a 29-question online survey and distributed it through relevant organizations, social media, and personal networks in 2022. Closed questions were evaluated using descriptive statistics, and open questions were analyzed using content analysis. 162 reviewers participated. Use of adapted (65%) or newly developed extraction forms (62%) was common. Generic forms were rarely used (14%). Spreadsheet software was the most popular extraction tool (83%). Piloting was reported by 74% of respondents and included a variety of approaches. Independent and duplicate extraction was considered the most appropriate approach to data collection (64%). About half of respondents agreed that blank forms and/or raw data should be published. Suggested research gaps were the effects of different methods on error rates (60%) and the use of data extraction support tools (46%). Systematic reviewers used varying approaches to pilot data extraction. Methods to reduce errors and use of support tools such as (semi-)automation tools are top research gaps.

Identifiants

pubmed: 37286149
pii: S0895-4356(23)00140-3
doi: 10.1016/j.jclinepi.2023.05.027
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

214-224

Informations de copyright

Copyright © 2023 Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of competing interest Andrea Tricco is Co-Editor-in-Chief of the JCE.

Auteurs

Roland Brian Büchter (RB)

Institute for Research in Operative Medicine (IFOM), Faculty of Health, School of Medicine, Witten/Herdecke University, Cologne, Germany. Electronic address: roland.buechter@uni-wh.de.

Tanja Rombey (T)

Department of Health Care Management, Technische Universität Berlin, Berlin, Germany.

Tim Mathes (T)

Institute for Medical Statistics, University Medical Center Göttingen, Göttingen, Germany.

Hanan Khalil (H)

School of Psychology and Public Health, Department of Public Health, La Trobe University, Victoria, Australia.

Carole Lunny (C)

Knowledge Translation Program, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Cochrane Hypertension Review Group, The Therapeutics Initiative, University of British Columbia, Vancouver, Canada.

Danielle Pollock (D)

Health Evidence Synthesis, Recommendations and Impact (HESRI), School of Public Health, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia.

Livia Puljak (L)

Center for Evidence-Based Medicine and Healthcare, Catholic University of Croatia, Zagreb, Croatia.

Andrea C Tricco (AC)

Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada; Epidemiology Division and Institute of Health Policy, Management, and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Queen's Collaboration for Health Care Quality: A JBI Centre of Excellence, Toronto, Ontario, Canada.

Dawid Pieper (D)

Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Institute for Health Services and Health System Research, Rüdersdorf, Germany; Center for Health Services Research, Brandenburg Medical School Theodor Fontane, Rüdersdorf, Germany; Evidence Based Practice in Brandenburg: A JBI Affiliated Group, University of Adelaide, Adelaide, South Australia, Australia.

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