STATA를 이용한 진단검사 정확도 메타분석
Meta-analysis of Diagnostic Tests Accuracy using STATA Software
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참고문헌
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초록
While some articles related to meta-analyses of diagnostic test accuracy (DTA) have been actively published recently, the methodology of DTA meta-analysis is developing now. In order to encourage a conduction of DTA meta-analysis, authors summarized commands of the STATA software related to conduct a DTA metaanalysis. Main commands for estimating the summary effect size, for evaluating publication bias, for conducting a meta-regression, and for drawing a coupled forest plot, summary receiver-operating characteristic curve and a nomogramwere reviewed. Especially authors stressed how to evaluate a heterogeneity in DTA meta-analysis.
Abstract
While some articles related to meta-analyses of diagnostic test accuracy (DTA) have been actively published recently, the methodology of DTA meta-analysis is developing now. In order to encourage a conduction of DTA meta-analysis, authors summarized commands of the STATA software related to conduct a DTA metaanalysis. Main commands for estimating the summary effect size, for evaluating publication bias, for conducting a meta-regression, and for drawing a coupled forest plot, summary receiver-operating characteristic curve and a nomogramwere reviewed. Especially authors stressed how to evaluate a heterogeneity in DTA meta-analysis.
참고문헌 (26)
- 배종면, "한국의 임상역학 발전 방향", 대한의사협회지, 56(8), pp.718~723 (2013), 대한의사협회
- 배종면, "보건의료 문제해결을 위한 빅데이터 활용 해외동향", 대한의사협회지, 57(5), pp.386~390 (2014), 대한의사협회[DOI]
- Bae JM, "An overview of systematic reviews of diagnostic tests accuracy", Epidemiol Health, 36, pp.e2014016~ (2014)
- "Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0" (2011)[URL]
- 안형식, "체계적 고찰 연구의 개요", 대한의사협회지, 57(1), pp.49~59 (2014), 대한의사협회[DOI]
- Bae JM, "The clinical decision analysis using decision tree", Epidemiology Health, 36, pp.e2014025~ (2014)
- 배종면, "근거-진료 간극에 따른 의학연구의 방향", Hanyang Medical Reviews, 35(1), pp.3~8 (2015), 한양대학교 의과대학[DOI]
- "Cochrane Editorial Unit. Cochrane Handbook for Diagnostic Test Accuracy Reviews. The Cochrane Collaboration"[URL]
- "Handbook for DTA reviews. The Cochrane Collaboration"[URL]
- Giljaca V, "Endoscopic ultrasound versus magnetic resonance cholangiopancreatography for common bile duct stones", Cochrane Database of Systematic Reviews, 2, pp.CD011549~ (2015)
- Wu HY, "Diagnostic performance of random urine samples using albumin concentration vs ratio of albumin to creatinine for microalbuminuria screening in patients with diabetes mellitus: a systematic review and meta-analysis", JAMA Internal Medcine, 174(7), pp.1108~1115 (2014)
- "Meta-analysis of diagnostic test accuracy studies with Stata:simulation study"[URL]
- Walter SD, "Properties of the summary receiver operating characteristic (SROC) curve for diagnostic test data", Statistics in Medicine, 21(9), pp.1237~1256 (2002)
- Moses LE, "Combining independent studies of a diagnostic test into a summary ROC curve: data analytic approaches and some additional considerations", Statistics in Medicine, 12(14), pp.1293~1316 (1993)
- Littenberg B, "Estimating diagnostic accuracy from multiple conflicting reports: a new meta analytic method", Medical Decision Making, 13(4), pp.313~321 (1993)
- Reitsma JB, "Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews", Journal of Clinical Epidemiology, 58(10), pp.982~990 (2005)
- Arends LR, "Stijnen T. Bivariate random effects meta-analysis of ROC curves", Medical Decision Making, 28(5), pp.621~638 (2008)
- Rutter CM, "A hierarchical regression approach to meta analysis of diagnostic test accuracy evaluations", Statistics Medicine, 20(19), pp.2865~2884 (2001)
- Harbord RM, "A unification of models for metaanalysis of diagnostic accuracy studies", Biostatistics, 8(2), pp.239~251 (2007)
- Greiner M, "Principles and practical application of the receiver-operating characteristic analysis for diagnostic tests", Preventive Veterinary Medicine, 45(1-2), pp.23~41 (2000)
- Harbord RM, "Metandi: Meta-analysis of diagnostic accuracy using hierarchical logistic regression", The STATA Journal, 9(2), pp.211~229 (2009)
- "help metandi. Boston College"[URL]
- Dinnes J, "A methodological review of how heterogeneity has been examined in systematic reviews of diagnostic test accuracy", Health Technology Assessment, 9(12), pp.1~113 (2005)
- Egger M, "Bias in location and selection of studies", BMJ, 316(7124), pp.61~66 (1998)
- Jaeschke R1, "Users'guides to the medical literature. III. How to use an article about a diagnostic test. B. What are the results and will they help me in caring for my patients? The Evidence-Based Medicine Working Group", JAMA, 271(9), pp.703~707 (1994)
- Fagan TJ, "Letter : Nomogram for Bayes theorem", The New England Journal of Medicine, 293(5), pp.257~ (1975)
