Tools for assessing quality of studies investigating health interventions using real-world data: a literature review and content analysis
- PMID: 38355183
- PMCID: PMC10868255
- DOI: 10.1136/bmjopen-2023-075173
Tools for assessing quality of studies investigating health interventions using real-world data: a literature review and content analysis
Abstract
Objectives: We aimed to identify existing appraisal tools for non-randomised studies of interventions (NRSIs) and to compare the criteria that the tools provide at the quality-item level.
Design: Literature review through three approaches: systematic search of journal articles, snowballing search of reviews on appraisal tools and grey literature search on websites of health technology assessment (HTA) agencies.
Data sources: Systematic search: Medline; Snowballing: starting from three articles (D'Andrea et al, Quigley et al and Faria et al); Grey literature: websites of European HTA agencies listed by the International Network of Agencies for Health Technology Assessment. Appraisal tools were searched through April 2022.
Eligibility criteria for selecting studies: We included a tool, if it addressed quality concerns of NRSIs and was published in English (unless from grey literature). A tool was excluded, if it was only for diagnostic, prognostic, qualitative or secondary studies.
Data extraction and synthesis: Two independent researchers searched, screened and reviewed all included studies and tools, summarised quality items and scored whether and to what extent a quality item was described by a tool, for either methodological quality or reporting.
Results: Forty-nine tools met inclusion criteria and were included for the content analysis. Concerns regarding the quality of NRSI were categorised into 4 domains and 26 items. The Research Triangle Institute Item Bank (RTI Item Bank) and STrengthening the Reporting of OBservational studies in Epidemiology (STROBE) were the most comprehensive tools for methodological quality and reporting, respectively, as they addressed (n=20; 17) and sufficiently described (n=18; 13) the highest number of items. However, none of the tools covered all items.
Conclusion: Most of the tools have their own strengths, but none of them could address all quality concerns relevant to NRSIs. Even the most comprehensive tools can be complemented by several items. We suggest decision-makers, researchers and tool developers consider the quality-item level heterogeneity, when selecting a tool or identifying a research gap.
Osf registration number: OSF registration DOI (https://doi.org/10.17605/OSF.IO/KCSGX).
Keywords: EPIDEMIOLOGY; HEALTH ECONOMICS; Systematic Review.
© Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.
Conflict of interest statement
Competing interests: None declared.
Figures
Similar articles
-
Beyond the black stump: rapid reviews of health research issues affecting regional, rural and remote Australia.Med J Aust. 2020 Dec;213 Suppl 11:S3-S32.e1. doi: 10.5694/mja2.50881. Med J Aust. 2020. PMID: 33314144
-
Comparison of tools for assessing the methodological quality of primary and secondary studies in health technology assessment reports in Germany.GMS Health Technol Assess. 2010 Jun 14;6:Doc07. doi: 10.3205/hta000085. GMS Health Technol Assess. 2010. PMID: 21289880 Free PMC article.
-
Analysis of risk of bias assessments in a sample of intervention systematic reviews, Part II: focus on risk of bias tools reveals few meet current appraisal standards.J Clin Epidemiol. 2024 Oct;174:111460. doi: 10.1016/j.jclinepi.2024.111460. Epub 2024 Jul 16. J Clin Epidemiol. 2024. PMID: 39025376
-
Public sector reforms and their impact on the level of corruption: A systematic review.Campbell Syst Rev. 2021 May 24;17(2):e1173. doi: 10.1002/cl2.1173. eCollection 2021 Jun. Campbell Syst Rev. 2021. PMID: 37131927 Free PMC article. Review.
-
The effect of exposure to long working hours on stroke: A systematic review and meta-analysis from the WHO/ILO Joint Estimates of the Work-related Burden of Disease and Injury.Environ Int. 2020 Sep;142:105746. doi: 10.1016/j.envint.2020.105746. Epub 2020 Jun 3. Environ Int. 2020. PMID: 32505015
Cited by
-
The effect of an educational intervention for university students on violence against the elderly using gamification: a non-randomized clinical trial.Rev Lat Am Enfermagem. 2025 Aug 18;33:e4662. doi: 10.1590/1518-8345.7874.4662. eCollection 2025. Rev Lat Am Enfermagem. 2025. PMID: 40834133 Free PMC article.
-
The proportion of people with a first episode of psychosis admitted to hospital at initial presentation: a systematic review and meta-analysis.Psychol Med. 2025 Aug 11;55:e228. doi: 10.1017/S0033291725101256. Psychol Med. 2025. PMID: 40785402 Free PMC article.
References
-
- Makady A, de Boer A, Hillege H, et al. . What is real-world data? a review of definitions based on literature and stakeholder interviews. Value Health 2017;20:858–65. 10.1016/j.jval.2017.03.008 Available: mid: https://www.valueinhealthjournal.com/article/S1098-3015(17)30171-7/... - DOI - PubMed
-
- Reeves BC, Deeks JJ, Higgins JPT, et al. . Including non-randomized studies on intervention effects. In: Higgins JPT, Thomas J, Chandler J, et al., eds. Cochrane Handbook for Systematic Reviews of Interventions version 6. 2022: 3. Available: https://training.cochrane.org/handbook/current/chapter24#:~:text=NRSI%20...
-
- Higgins J, Morgan R, Rooney A, et al. . Risk of bias in non-randomized studies - of exposure (ROBINS-E). 2022. Available: https://www.riskofbias.info/welcome/robins-e-tool
-
- Katkade VB, Sanders KN, Zou KH. Real world data: an opportunity to supplement existing evidence for the use of long-established medicines in health care decision making. Multidiscip Healthc. 2018. Available: https://www.tandfonline.com/doi/full/10.2147/JMDH.S160029 - PMC - PubMed
-
- Baumfeld Andre E, Carrington N, Siami FS, et al. . The Current Landscape and Emerging Applications for Real-World Data in Diagnostics and Clinical Decision Support and its Impact on Regulatory Decision Making. Clin Pharmacol Ther 2022;112:1172–82. 10.1002/cpt.2565 Available: https://ascpt.onlinelibrary.wiley.com/doi/full/10.1002/cpt.2565 - DOI - PMC - PubMed
Publication types
LinkOut - more resources
Full Text Sources
Miscellaneous