A Systematic Review of Statistical Methods Used to Test for Reliability of Medical Instruments Measuring Continuous Variables

Publish Year: 1392
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_IJBMS-16-6_011

تاریخ نمایه سازی: 4 آبان 1400

Abstract:

  Objective(s): Reliability measures precision or the extent to which test results can be replicated. This is the first ever systematic review to identify statistical methods used to measure reliability of equipment measuring continuous variables. This studyalso aims to highlight the inappropriate statistical method used in the reliability analysis and its implication in the medical practice.   Materials and Methods: In ۲۰۱۰, five electronic databases were searched between ۲۰۰۷ and ۲۰۰۹ to look for reliability studies. A total of ۵,۷۹۵ titles were initially identified. Only ۲۸۲ titles were potentially related, and finally ۴۲ fitted the inclusion criteria. Results: The Intra-class Correlation Coefficient (ICC) is the most popular method with ۲۵ (۶۰%) studies having used this method followed by the comparing means (۸ or ۱۹%). Out of ۲۵ studies using the ICC, only ۷ (۲۸%) reported the confidence intervals and types of ICC used. Most studies (۷۱%) also tested the agreement of instruments. Conclusion: This study finds that the Intra-class Correlation Coefficient is the most popular method used to assess the reliability of medical instruments measuring continuous outcomes. There are also inappropriate applications and interpretations of statistical methods in some studies. It is important for medical researchers to be aware of this issue, and be able to correctly perform analysis in reliability studies.

Keywords:

ICC Intra-class correlation coefficient Reliability Statistical method Validation study

Authors

Rafdzah Zaki

۱,۳Julius Centre University of Malaya, Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, ۵۰۶۰۳, Kuala Lumpur, Malaysia

Awang Bulgiba

۴Department of Applied Statistics, Faculty of Economics & Administration, University of Malaya, ۵۰۶۰۳, Kuala Lumpur, Malaysia

Noorhaire Nordin

۱,۳Julius Centre University of Malaya, Department of Social & Preventive Medicine, Faculty of Medicine, University of Malaya, ۵۰۶۰۳, Kuala Lumpur, Malaysia

Noor Azina Ismail

۴Department of Applied Statistics, Faculty of Economics & Administration, University of Malaya, ۵۰۶۰۳, Kuala Lumpur, Malaysia

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  • Daly LE, Bourke GJ. Interpretation and Use of Medical Statistics. ...
  • Bruton A, Conway JH, Holgate ST. Reliability: What is it, ...
  • Altman DG, Bland JM. Measurement in Medicine: the analysis of ...
  • Hopkins WG. Measures of reliability in sports medicine and science. ...
  • Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, ...
  • Medline. Available at: http://ehis.ebscohost.com/ehost/search/advanced? sid= ۰f۳db۸۴b-۱aa۷-۴۷a۷-a۹۵۰-۴bff۸d۸۹۷e۳۱%۴۰sessionmgr۱۰۴&vid=۱&hid=۱۲۱ ...
  • Ovid. Available at: http://ovidsp.tx.ovid.com/sp-۳.۸.۰b/ovidweb.cgi ...
  • PubMed. Available at: http://www.ncbi.nlm.nih.gov/pubmed ...
  • Scopus. Available at: http://www.scopus.com/home.url ...
  • Science Direct. Available at: http://www.sciencedirect.com/ ...
  • Holzinger U, Warszawska J, Kitzberger R, Herkner H, Metnitz PG, ...
  • Antona B, Barra F, Barrio A, Gonzalez E, Sanchez I. ...
  • Boyles SH, Edwards SR, Gregory WT, Denman MA, Clark AL. ...
  • Shannon H, Gregson R, Stocks J, Cole TJ, Main E. ...
  • Ageberg E, Flenhagen J, Ljung J. Test-retest reliability of knee ...
  • Maksymowych WP, Dhillon SS, Park R, Salonen D, Inman RD, ...
  • Reilly K, Munro J, Pandit S, Kress A, Walker C, ...
  • Syed FI, Oza AL, Vanderby R, Heiderscheit B, Anderson PA. ...
  • Pini C, Pastori M, Baccheschi J, Omboni S, Parati G. ...
  • Pini C, Natalizi A, Gerosa PF, Frigerio M, Omboni S, ...
  • The Free Encyclopedia. ۲۰۱۱. Available at: en.wikipedia.org/wiki/Ronald_A._Fisher ...
  • Weir JP. Quantifying test-retest reliability using the Intraclass Correlation Coefficient ...
  • The Free Encyclopedia. ۲۰۱۱.Available at: http://en.wikipedia.org/wiki/Intraclass_correlation ...
  • Rosner B. Fundementals of Biostatistics. ۶th ed. Duxbury: Thomson Brooks/Cole; ...
  • Shrout PE, Fleiss JL. Intraclass Correlations: uses in assessing rater ...
  • McGraw KO, Wong SP. Forming inferences about some intraclass correlation ...
  • Streiner DL, Norman GR. Health measurement scales. Apractical guide to ...
  • Muller R, Buttner P. A critical discussion of intraclass correlation ...
  • Bland JM, Altman DG. Statistical methods for assessing agreement between ...
  • Fay MP. Random marginal agreement coefficients: rethinking the adjustment for ...
  • Bland JM, Altman DG. Measuring agreement in method comparison studies. ...
  • Neveu D, Aubas P, Seguret F, Kramar A, Dujols P. ...
  • de Vet HCW, Terwee CB, Knol DL, Bouter LM. When ...
  • Zaki R, Bulgiba A, Ismail R, Ismail NA. Statistical methods ...
  • نمایش کامل مراجع