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Volumn 29, Issue 24, 2010, Pages 2486-2500

Beta-mapping and beta-regression for changes of ordinal-rating measurements on Likert scales: A comparison of the change scores among multiple treatment groups

Author keywords

Beta distribution; Change score; Generalized linear mixed model; Likert scale; Patient reported outcome

Indexed keywords

ARTICLE; BETA REGRESSION ANALYSIS; COMPARATIVE STUDY; HEALTH SURVEY; LIKERT SCALE; MEASUREMENT ERROR; METHODOLOGY; MONTE CARLO METHOD; OUTCOME ASSESSMENT; OVERACTIVE BLADDER; PATIENT SATISFACTION; RATING SCALE; REGRESSION ANALYSIS; SCORING SYSTEM; SELF REPORT; SIMULATION;

EID: 77958516054     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.4012     Document Type: Article
Times cited : (16)

References (34)
  • 1
    • 33746261692 scopus 로고    scopus 로고
    • Guidance for Industry: Patient-Reported Outcome Measures: Use in Medical Product Development to Support Labeling Claims
    • U.S. Food and Drug Administration., U.S. Department of Health and Human Services, Food and Drug Administration, Center for Drug Evaluation and Research (CDER), Center for Biologics Evaluation and Research (CBER), Center for Devices and Radiological Health (CDRH),
    • U.S. Food and Drug Administration. Guidance for Industry: Patient-Reported Outcome Measures: Use in Medical Product Development to Support Labeling Claims, U.S. Department of Health and Human Services, Food and Drug Administration, Center for Drug Evaluation and Research (CDER), Center for Biologics Evaluation and Research (CBER), Center for Devices and Radiological Health (CDRH), 2009.
    • (2009)
  • 2
    • 0036185590 scopus 로고    scopus 로고
    • Patient-reported outcomes: the example of health-related quality of life-a European guidance document for the improved integration of health-related quality of life assessment in the drug regulatory process
    • For the European regulatory issues on quality of life assessment group
    • Chassany O, Sagnier P, Marquis P, Fullerton S, Aaronson N. For the European regulatory issues on quality of life assessment group. Patient-reported outcomes: the example of health-related quality of life-a European guidance document for the improved integration of health-related quality of life assessment in the drug regulatory process. Drug Information Journal 2002; 36:209-238.
    • (2002) Drug Information Journal , vol.36 , pp. 209-238
    • Chassany, O.1    Sagnier, P.2    Marquis, P.3    Fullerton, S.4    Aaronson, N.5
  • 3
    • 57149120779 scopus 로고    scopus 로고
    • A practical guide on incorporating and evaluating patient-reported outcomes in clinical trials
    • Luo X, Cappelleri JC. A practical guide on incorporating and evaluating patient-reported outcomes in clinical trials. Clinical Research and Regulatory Affairs 2009; 25:197-211.
    • (2009) Clinical Research and Regulatory Affairs , vol.25 , pp. 197-211
    • Luo, X.1    Cappelleri, J.C.2
  • 4
    • 77956861407 scopus 로고
    • In memoriam: Rensis Likert, 1903-1981
    • Kish L. In memoriam: Rensis Likert, 1903-1981. The American Statistician 1982; 36:124-125.
    • (1982) The American Statistician , vol.36 , pp. 124-125
    • Kish, L.1
  • 5
    • 0003592077 scopus 로고    scopus 로고
    • Categorical Data Analyis
    • (2nd edn). Wiley-Interscience: Hoboken, NJ,
    • Agresti A. Categorical Data Analyis (2nd edn). Wiley-Interscience: Hoboken, NJ, 2002.
    • (2002)
    • Agresti, A.1
  • 6
    • 0003877646 scopus 로고    scopus 로고
    • Statistical Methods for Rates and Proportions
    • 3rd edn). Wiley-Interscience: Hoboken, NJ,
    • Fleiss JL, Levin B, Cho Paik M. Statistical Methods for Rates and Proportions (3rd edn). Wiley-Interscience: Hoboken, NJ, 2002.
    • (2002)
    • Fleiss, J.L.1    Levin, B.2    Cho Paik, M.3
  • 7
    • 0023762210 scopus 로고
    • Estimating the power of the two-sample Wilcoxon test for location shift
    • Collings BJ, Hamilton MA. Estimating the power of the two-sample Wilcoxon test for location shift. Biometrics 1988; 44:847-860.
    • (1988) Biometrics , vol.44 , pp. 847-860
    • Collings, B.J.1    Hamilton, M.A.2
  • 8
    • 0027267655 scopus 로고
    • Power and sample size calculations for exact conditional tests with ordered categorical data
    • Hilton JF, Mehta CR. Power and sample size calculations for exact conditional tests with ordered categorical data. Biometrics 1993; 49:609-616.
    • (1993) Biometrics , vol.49 , pp. 609-616
    • Hilton, J.F.1    Mehta, C.R.2
  • 9
    • 0029118561 scopus 로고
    • A Comparison of size and power calculations for the Wilcoxon statistic for ordered categorical data
    • Kolassa JE. A Comparison of size and power calculations for the Wilcoxon statistic for ordered categorical data. Statistics in Medicine 1995; 14:1577-1581.
    • (1995) Statistics in Medicine , vol.14 , pp. 1577-1581
    • Kolassa, J.E.1
  • 10
    • 0000120408 scopus 로고
    • Theoretical comparison of bootstrap confidence intervals
    • Hall P. Theoretical comparison of bootstrap confidence intervals. Annals of Statistics 1988; 16:1-50.
    • (1988) Annals of Statistics , vol.16 , pp. 1-50
    • Hall, P.1
  • 11
    • 0000695947 scopus 로고
    • Variance stabilization and the bootstrap
    • Tibshirani R. Variance stabilization and the bootstrap. Biometrika 1988; 75:433-444.
    • (1988) Biometrika , vol.75 , pp. 433-444
    • Tibshirani, R.1
  • 12
    • 0003991665 scopus 로고
    • An Introduction to the Bootstrap
    • Chapman & Hall: New York,
    • Efron B, Tibshirani R. An Introduction to the Bootstrap. Chapman & Hall: New York, 1993.
    • (1993)
    • Efron, B.1    Tibshirani, R.2
  • 13
    • 0003577917 scopus 로고
    • Statistical Power Analysis for the Behavioral Sciences
    • (2nd edn). Academic Press: New York,
    • Cohen J. Statistical Power Analysis for the Behavioral Sciences (2nd edn). Academic Press: New York, 1988.
    • (1988)
    • Cohen, J.1
  • 14
    • 0024638447 scopus 로고
    • Effect sizes for interpreting changes in health status
    • Kazis LE, Anderson JJ, Meenan RS. Effect sizes for interpreting changes in health status. Medical Care 1989; 27(Suppl 3):S178-S189.
    • (1989) Medical Care , vol.27 , Issue.SUPPL. 3
    • Kazis, L.E.1    Anderson, J.J.2    Meenan, R.S.3
  • 17
    • 0027102958 scopus 로고
    • Cumulative logit modeling for ordinal response variables: applications to biomedical research
    • Lee J. Cumulative logit modeling for ordinal response variables: applications to biomedical research. Bioinformatics 1992; 8:555-562.
    • (1992) Bioinformatics , vol.8 , pp. 555-562
    • Lee, J.1
  • 18
    • 0003663926 scopus 로고
    • Generalized Linear Models
    • 2nd edn). Chapman & Hall, CRC Press: Boca Raton,
    • McCullagh P, Nelder JA. Generalized Linear Models (2nd edn). Chapman & Hall, CRC Press: Boca Raton, 1989.
    • (1989)
    • McCullagh, P.1    Nelder, J.A.2
  • 19
    • 5144226490 scopus 로고    scopus 로고
    • Handbook of Beta Distribution and its Applications
    • 1st edn). Marcel Dekker: New York,
    • Gupta A, Nadarajah S. Handbook of Beta Distribution and its Applications (1st edn). Marcel Dekker: New York, 2004.
    • (2004)
    • Gupta, A.1    Nadarajah, S.2
  • 20
    • 0000610559 scopus 로고    scopus 로고
    • Distribution of the linear combination of two general beta variables and applications
    • Pham-Gia T, Turkkan N. Distribution of the linear combination of two general beta variables and applications. Communications in Statistics-Theory and Methods 1998; 27:1851-1869.
    • (1998) Communications in Statistics-Theory and Methods , vol.27 , pp. 1851-1869
    • Pham-Gia, T.1    Turkkan, N.2
  • 21
    • 33745612514 scopus 로고    scopus 로고
    • A better lemon squeezer? Maximum-likelihood regression with beta-distributed dependent variables
    • Smithson M, Verkuilen J. A better lemon squeezer? Maximum-likelihood regression with beta-distributed dependent variables. Psychological Methods 2006; 11:54-71.
    • (2006) Psychological Methods , vol.11 , pp. 54-71
    • Smithson, M.1    Verkuilen, J.2
  • 22
    • 33845385328 scopus 로고    scopus 로고
    • The logistic transform for bounded outcome scores
    • Lesaffre E, Rizopoulos D, Tsonaka R. The logistic transform for bounded outcome scores. Biostatistics 2007; 8:72-85.
    • (2007) Biostatistics , vol.8 , pp. 72-85
    • Lesaffre, E.1    Rizopoulos, D.2    Tsonaka, R.3
  • 23
    • 1942520366 scopus 로고    scopus 로고
    • Three validation metrics for automated probabilistic image segmentation of brain tumours
    • Zou KH, Wells WM III, Kikinis R, Warfield SK. Three validation metrics for automated probabilistic image segmentation of brain tumours. Statistics in Medicine 2004; 23:1259-1282.
    • (2004) Statistics in Medicine , vol.23 , pp. 1259-1282
    • Zou, K.H.1    Wells III, W.M.2    Kikinis, R.3    Warfield, S.K.4
  • 26
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • AC-19
    • Akaike H. A new look at the statistical model identification. IEEE Transactions on Automatic Control 1974; AC-19:716-723.
    • (1974) IEEE Transactions on Automatic Control , pp. 716-723
    • Akaike, H.1
  • 27
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. Annals of Statistics 1978; 6:461-464.
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 29
    • 0003738155 scopus 로고
    • Multiple Imputation for Nonresponse in Surveys
    • Wiley: New York,
    • Rubin DB. Multiple Imputation for Nonresponse in Surveys. Wiley: New York, 1987.
    • (1987)
    • Rubin, D.B.1
  • 31
    • 20344381354 scopus 로고    scopus 로고
    • Fixed Effects Regression Methods for Longitudinal Data Using SAS
    • SAS Institute Inc.: Cary,
    • Allison PD. Fixed Effects Regression Methods for Longitudinal Data Using SAS. SAS Institute Inc.: Cary, 2005; 54.
    • (2005) , pp. 54
    • Allison, P.D.1
  • 32
    • 0037438658 scopus 로고    scopus 로고
    • ICH E9 guideline statistical principles for clinical trials: a case study
    • Phillips A, Haudiquet V. ICH E9 guideline statistical principles for clinical trials: a case study. Statistics in Medicine 2002; 22:1-11.
    • (2002) Statistics in Medicine , vol.22 , pp. 1-11
    • Phillips, A.1    Haudiquet, V.2
  • 33
    • 0000270234 scopus 로고
    • The efficiency of some nonparametric competitors of the t-test
    • Hodges JL, Lehmann EL. The efficiency of some nonparametric competitors of the t-test. Annals of Mathematical Statistics 1956; 27:324-335.
    • (1956) Annals of Mathematical Statistics , vol.27 , pp. 324-335
    • Hodges, J.L.1    Lehmann, E.L.2
  • 34
    • 0029021856 scopus 로고
    • Location-scale cumulative odds models for ordinal data: a generalized non-linear model approach
    • Cox C. Location-scale cumulative odds models for ordinal data: a generalized non-linear model approach. Statistics in Medicine 1995; 14:1191-1203.
    • (1995) Statistics in Medicine , vol.14 , pp. 1191-1203
    • Cox, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.