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Published in: Health and Quality of Life Outcomes 1/2006

Open Access 01-12-2006 | Commentary

Responsiveness and minimal important differences for patient reported outcomes

Authors: Dennis A Revicki, David Cella, Ron D Hays, Jeff A Sloan, William R Lenderking, Neil K Aaronson

Published in: Health and Quality of Life Outcomes | Issue 1/2006

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Abstract

Patient reported outcomes provide the patient's perspective on the effectiveness of treatment. The draft Food and Drug Administration guidance on patient reported outcomes for labeling and promotional claims raises a number of method and measurement issues that require further clarification, including methods of determining responsiveness and minimal important differences. For clinical trials, instruments need to be based on a clear conceptual framework, have evidence supporting content validity and acceptable psychometric qualities. The measures must also have evidence documenting responsiveness and interpretation guidelines (i.e., minimal important difference) to be most useful as effectiveness endpoints in clinical trials. The recommended approach is to estimate the minimal important difference based on several anchor-based methods, with relevant clinical or patient-based indicators, and to examine various distribution-based estimates (i.e., effect size, standardized response mean, standard error of measurement) as supportive information, and then to triangulate on a single value or small range of values for the MID. Confidence in a specific MID value evolves over time and is confirmed by additional research evidence, including clinical trial experience. The MID may vary by population and context, and no one MID will be valid for all study applications involving a PRO instrument. Responsiveness and MID must be demonstrated and documented for the particular study population, and these measurement characteristics are needed for PRO labeling and promotional claims.
Literature
1.
go back to reference Leidy NK, Revicki DA, Geneste B: Recommendations for evaluating the validity of quality of life claims for labeling and promotion. Value Health 1999, 2: 113–127. 10.1046/j.1524-4733.1999.02210.xPubMedCrossRef Leidy NK, Revicki DA, Geneste B: Recommendations for evaluating the validity of quality of life claims for labeling and promotion. Value Health 1999, 2: 113–127. 10.1046/j.1524-4733.1999.02210.xPubMedCrossRef
2.
go back to reference Revicki DA, Osoba D, Fairclough D, Barofsky I, Berzon R, Leidy NK, Rothman M: Recommendations on health-related quality of life research to support labeling and promotional claims in the United States. Qual Life Res 2000, 9: 887–900. 10.1023/A:1008996223999PubMedCrossRef Revicki DA, Osoba D, Fairclough D, Barofsky I, Berzon R, Leidy NK, Rothman M: Recommendations on health-related quality of life research to support labeling and promotional claims in the United States. Qual Life Res 2000, 9: 887–900. 10.1023/A:1008996223999PubMedCrossRef
3.
go back to reference Willke RJ, Burke LB, Erickson P: Measuring treatment impact: a review of patient-reported outcomes and other efficacy endpoints in approved product labels. Control Clin Trials 2004, 25: 535–552. 10.1016/j.cct.2004.09.003PubMedCrossRef Willke RJ, Burke LB, Erickson P: Measuring treatment impact: a review of patient-reported outcomes and other efficacy endpoints in approved product labels. Control Clin Trials 2004, 25: 535–552. 10.1016/j.cct.2004.09.003PubMedCrossRef
4.
go back to reference Food and Drug Administration: Draft Guidance for Industryon Patient-reported Outcome measures: Use in Medicinal Product Development to Support Labeling Claims. Federal Register 71(23):5862–5863. February 3, 2006; Food and Drug Administration: Draft Guidance for Industryon Patient-reported Outcome measures: Use in Medicinal Product Development to Support Labeling Claims. Federal Register 71(23):5862–5863. February 3, 2006;
5.
go back to reference Guyatt G, Walter S, Norman G: Measuring change over time: assessing the usefulness of evaluative instruments. J Chronic Dis 1987, 40: 171–178. 10.1016/0021-9681(87)90069-5PubMedCrossRef Guyatt G, Walter S, Norman G: Measuring change over time: assessing the usefulness of evaluative instruments. J Chronic Dis 1987, 40: 171–178. 10.1016/0021-9681(87)90069-5PubMedCrossRef
6.
go back to reference Hays R, Revicki DA: Reliability and validity (including responsiveness). In Assessing Quality of Life in Clinical Trials. Second edition. Edited by: Fayers P, Hays R. New York: Oxford University Press; 2005. Hays R, Revicki DA: Reliability and validity (including responsiveness). In Assessing Quality of Life in Clinical Trials. Second edition. Edited by: Fayers P, Hays R. New York: Oxford University Press; 2005.
7.
go back to reference Guyatt G, Osoba D, Wu AW, Wyrwich KW, Norman GR: Methods to explain the clinical significance of health status measures. Mayo Clinic Proc 2002, 77: 371–383.CrossRef Guyatt G, Osoba D, Wu AW, Wyrwich KW, Norman GR: Methods to explain the clinical significance of health status measures. Mayo Clinic Proc 2002, 77: 371–383.CrossRef
8.
go back to reference Crosby RD, Kolotkin RL, Williams GR: Defining clinically meaningful change in health-related quality of life. J Clin Epidemiol 2003, 56: 395–407. 10.1016/S0895-4356(03)00044-1PubMedCrossRef Crosby RD, Kolotkin RL, Williams GR: Defining clinically meaningful change in health-related quality of life. J Clin Epidemiol 2003, 56: 395–407. 10.1016/S0895-4356(03)00044-1PubMedCrossRef
9.
go back to reference Wyrwich KW, Bullinger M, Aaronson N, Hays RD, Patrick DL, Symonds T, Sloan JA: Estimating clinically significant differences in quality of life outcomes. Qual Life Res 2005, 14: 285–295. 10.1007/s11136-004-0705-2PubMedCrossRef Wyrwich KW, Bullinger M, Aaronson N, Hays RD, Patrick DL, Symonds T, Sloan JA: Estimating clinically significant differences in quality of life outcomes. Qual Life Res 2005, 14: 285–295. 10.1007/s11136-004-0705-2PubMedCrossRef
10.
go back to reference Sprangers MAG, Moinpour CM, Moyniyhan TJ, Patrick DL, Revicki DA: Assessing meaningful changes in quality of life over time: a user's guide for clinicians. Mayo Clinic Proc 2002, 77: 561–571.CrossRef Sprangers MAG, Moinpour CM, Moyniyhan TJ, Patrick DL, Revicki DA: Assessing meaningful changes in quality of life over time: a user's guide for clinicians. Mayo Clinic Proc 2002, 77: 561–571.CrossRef
11.
go back to reference Kazis LE, Anderson JJ, Meenan RF: Effect sizes for interpreting changes in health status. Med Care 1989, 27: S178-S189. 10.1097/00005650-198903001-00015PubMedCrossRef Kazis LE, Anderson JJ, Meenan RF: Effect sizes for interpreting changes in health status. Med Care 1989, 27: S178-S189. 10.1097/00005650-198903001-00015PubMedCrossRef
12.
go back to reference Liang MJ, Fossel AH, Larson MG: Comparisons of five health status instruments for orthopedic evaluation. Med Care 1990, 28: 632–642. 10.1097/00005650-199007000-00008PubMedCrossRef Liang MJ, Fossel AH, Larson MG: Comparisons of five health status instruments for orthopedic evaluation. Med Care 1990, 28: 632–642. 10.1097/00005650-199007000-00008PubMedCrossRef
13.
go back to reference Cohen J: Statistical Power Analysis for the Behavioral Sciences. Second edition. Hillsdale, NJ: Lawrence Earlbaum Associates; 1988. Cohen J: Statistical Power Analysis for the Behavioral Sciences. Second edition. Hillsdale, NJ: Lawrence Earlbaum Associates; 1988.
14.
go back to reference Norman GR, Sloan JA, Wyrwich KW: Interpretation of changes in health-related quality of life: The remarkable universality of half a standard deviation. Med Care 2003, 41: 582–592. 10.1097/00005650-200305000-00004PubMed Norman GR, Sloan JA, Wyrwich KW: Interpretation of changes in health-related quality of life: The remarkable universality of half a standard deviation. Med Care 2003, 41: 582–592. 10.1097/00005650-200305000-00004PubMed
15.
go back to reference Wyrwich KW, Tierney W, Wolinsky F: Further evidence supporting a SEM-based criteria for identifying meaningful intra-individual changes in health-related quality of life. J Clin Epidemiol 1999, 52: 861–873. 10.1016/S0895-4356(99)00071-2PubMedCrossRef Wyrwich KW, Tierney W, Wolinsky F: Further evidence supporting a SEM-based criteria for identifying meaningful intra-individual changes in health-related quality of life. J Clin Epidemiol 1999, 52: 861–873. 10.1016/S0895-4356(99)00071-2PubMedCrossRef
16.
go back to reference Wyrwich KW, Nienaber N, Tierney W, Wolinsky F: Linking clinical relevance and statistical significance in evaluating intra-individual changes in health-related quality of life. Med Care 1999, 37: 469–478. 10.1097/00005650-199905000-00006PubMedCrossRef Wyrwich KW, Nienaber N, Tierney W, Wolinsky F: Linking clinical relevance and statistical significance in evaluating intra-individual changes in health-related quality of life. Med Care 1999, 37: 469–478. 10.1097/00005650-199905000-00006PubMedCrossRef
17.
go back to reference Osoba D: The clinical value and meaning of health-related quality-of-life outcomes in oncology. In Outcomes Assessment in Cancer: Measures, Methods, and Applications. Edited by: Lipscomb J, Gotay CC, Snyder C. Cambridge: Cambridge University Press; 2005. Osoba D: The clinical value and meaning of health-related quality-of-life outcomes in oncology. In Outcomes Assessment in Cancer: Measures, Methods, and Applications. Edited by: Lipscomb J, Gotay CC, Snyder C. Cambridge: Cambridge University Press; 2005.
18.
go back to reference Jaeschke R, Singer J, Guyatt GH: Measurement of health status. Ascertaining the minimal clinically important difference. Control Clin Trials 1989, 10: 407–415. 10.1016/0197-2456(89)90005-6PubMedCrossRef Jaeschke R, Singer J, Guyatt GH: Measurement of health status. Ascertaining the minimal clinically important difference. Control Clin Trials 1989, 10: 407–415. 10.1016/0197-2456(89)90005-6PubMedCrossRef
19.
go back to reference Cella D, Hahn EA, Dineen K: Meaningful changes in cancer-specific quality of life scores: differences between improvement and worsening. Qual Life Res 2002, 11: 207–221. 10.1023/A:1015276414526PubMedCrossRef Cella D, Hahn EA, Dineen K: Meaningful changes in cancer-specific quality of life scores: differences between improvement and worsening. Qual Life Res 2002, 11: 207–221. 10.1023/A:1015276414526PubMedCrossRef
20.
go back to reference Yost KJ, Cella D, Chawla A, Holmgren E, Eton T, Ayanian JZ, West DW: Minimally important differences were estimated for the Functional Assessment of Cancer Therapy-Colorectal (FACT-C) instrument using a combination of distribution – and anchor-based approaches. J Clin Epidemiol 2005, 58: 1241–1251. 10.1016/j.jclinepi.2005.07.008PubMedCrossRef Yost KJ, Cella D, Chawla A, Holmgren E, Eton T, Ayanian JZ, West DW: Minimally important differences were estimated for the Functional Assessment of Cancer Therapy-Colorectal (FACT-C) instrument using a combination of distribution – and anchor-based approaches. J Clin Epidemiol 2005, 58: 1241–1251. 10.1016/j.jclinepi.2005.07.008PubMedCrossRef
21.
go back to reference Niebauer K, Dewilde S, Fox-Rushby J, Revicki DA: Impact of omalizumab on quality-of-life outcomes in patients with moderate-to-severe allergic asthma. Ann Allergy Asthma Immunol 2006, 96: 316–326.PubMedCrossRef Niebauer K, Dewilde S, Fox-Rushby J, Revicki DA: Impact of omalizumab on quality-of-life outcomes in patients with moderate-to-severe allergic asthma. Ann Allergy Asthma Immunol 2006, 96: 316–326.PubMedCrossRef
Metadata
Title
Responsiveness and minimal important differences for patient reported outcomes
Authors
Dennis A Revicki
David Cella
Ron D Hays
Jeff A Sloan
William R Lenderking
Neil K Aaronson
Publication date
01-12-2006
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2006
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/1477-7525-4-70

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