Missing data in trial-based cost-effectiveness analysis review dataset
Leurent, B
, Gomes, M and Carpenter, J
(2017).
Missing data in trial-based cost-effectiveness analysis review dataset.
[Dataset].
London School of Hygiene & Tropical Medicine, London, United Kingdom.
10.17037/DATA.272.
, Gomes, M and Carpenter, J
(2017).
Missing data in trial-based cost-effectiveness analysis review dataset.
[Dataset].
London School of Hygiene & Tropical Medicine, London, United Kingdom.
10.17037/DATA.272.
This dataset contains information extracted from studies published in the NIHR Health Technology Assessment journal between the 1st January 2013 and 31st December 2015. The study team subsequently used it as a basis to critically reviews the extent of and methods used to address missing data in recently published trial-based CEA. Detailed methodology and variables definition are reported in the accompanying Health Economics paper, “Missing data in trial-based cost-effectiveness analysis: an incomplete journey”.
Keywords
Systematic review, Missing data, Cost-effectiveness analysis, Randomised controlled trial| Item Type | Dataset |
|---|---|
| Description of data capture | The PubMed database was used to identify all trial-based CEA published in HTA between the 1st January 2013 and 31st December 2015. We combined search terms such as `randomised', `trial', `cost' or `economic' to capture relevant articles (see Appendix A.1 for details of the search strategy). The full reports of these articles were downloaded, then screened for eligibility by excluding all studies that: were pilot or feasibility studies; reported costs and effects separately (e.g. cost-consequence analysis); did not report a within-trial CEA. For each included study, we extracted key information about the study and the analysis to answer our primary research questions. In a second stage, we drew on published guidelines and our experience to derive a list of recommendations to address missing data, and then re-assessed the studies to assess to which extent they followed these recommendations. Data analysis was conducted with Stata version 15. |
| Capture method | Compilation/Synthesis |
| Collection Period |
From To 2016 2017 |
| Date | 1 December 2017 |
| Language(s) of written materials | English |
| Creator(s) |
Leurent, B, Gomes, M and Carpenter, J
|
| LSHTM Faculty/Department | Faculty of Epidemiology and Population Health > Dept of Medical Statistics |
| Research Centre | Centre for Statistical Methodology |
| Participating Institutions | London School of Hygiene & Tropical Medicine, London, United Kingdom |
| Funders |
Project Funder Grant Number Funder URI Cost-effectiveness analysis with informative missing data: tools and strategies NIHR DRF 12437 UNSPECIFIED |
| Date Deposited | 05 Dec 2017 13:00 |
| Last Modified | 28 Jan 2025 17:46 |
| Publisher | London School of Hygiene & Tropical Medicine |
missing_data_review.csv
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subject - Data
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- Available under Creative Commons: Attribution 3.0
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info - Dataset for missing data in cost-effectiveness analysis review. CSV format
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missing_data_review_codebook.html
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subject - Documentation
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info - Codebook for Missing Data Review dataset
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