Psychometric properties of the Patient Reported Outcomes, Burdens and Experiences (PROBE) questionnaire

Chatree Chai-Adisaksopha, Mark W Skinner, Randall Curtis, Neil Frick, Michael B Nichol, Declan Noone, Brian O'Mahony, David Page, Jeffrey Stonebraker, Lehana Thabane, Mark Crowther, Alfonso Iorio, Chatree Chai-Adisaksopha, Mark W Skinner, Randall Curtis, Neil Frick, Michael B Nichol, Declan Noone, Brian O'Mahony, David Page, Jeffrey Stonebraker, Lehana Thabane, Mark Crowther, Alfonso Iorio

Abstract

Objective: To assess the psychometric properties of the Patient Reported Outcomes, Burdens and Experiences (PROBE) questionnaire.

Methods: This study was a cross-sectional, multinational study. Participants were enrolled if they were more than 10 years old and people with haemophilia A or B or people without a bleeding disorder. Participants were invited through non-governmental patient organisations in 21 countries between 01/27/2016 and 02/23/2017. The following psychometric properties: missing data, floor and ceiling effects, exploratory factor analysis and internal consistency reliability were examined. A PROBE Score was derived and assessed for its convergent and known groups validity.

Results: The study analysed the data on 916 participants with median age of 37.0 (IQR 27.0 to 48.0) years, 74.8% male. In the domain assessing patient-reported outcomes (PROs), more than 15% of participants presented a ceiling effect for all items but two, and a floor effect for one item. Factor analysis identified three factors explaining the majority of the variance. Cronbach's alpha coefficient indicated good internal consistency reliability (0.84). PROBE items showed moderate to strong correlations with corresponding EuroQol five dimension 5-level instrument (EQ-5D-5L) domains. The PROBE Score has a strong correlation (r=0.67) with EQ-5D-5L utility index score. The PROBE Score has a known groups validity among various groups.

Conclusions: The results of this study suggest that PROBE is a valid questionnaire for evaluating PROs in people with haemophilia as well as control population. The known-group property of PROBE will allow its use in future clinical trials, longitudinal studies, health technology assessment studies, routine clinical care or registries. Additional studies are needed to test responsiveness and sensitivity to change.

Trial registration number: NCT02439710; Results.

Keywords: hemophilia; patient reported outcome; quality of life; questionnaire; validity.

Conflict of interest statement

Competing interests: Investigators received grants from Baxalta, now part of Shire; Bayer; Bioverativ; CSL Behring, Novo Nordisk; Roche and Sobi and non-financial support from the US National Hemophilia Foundation.

© Author(s) (or their employer(s)) 2018. Re-use permitted under CC BY. Published by BMJ.

Figures

Figure 1
Figure 1
Flow diagram of participant selection.

References

    1. White GC, Rosendaal F, Aledort LM, et al. . Factor VIII and Factor IX Subcommittee. Definitions in hemophilia. Recommendation of the scientific subcommittee on factor VIII and factor IX of the scientific and standardization committee of the International Society on Thrombosis and Haemostasis. Thromb Haemost 2001;85:560.
    1. Aviña-Zubieta JA, Galindo-Rodriguez G, Lavalle C. Rheumatic manifestations of hematologic disorders. Curr Opin Rheumatol 1998;10:86–90. 10.1097/00002281-199801000-00013
    1. McCoy HE, Kitchens CS. Small bowel hematoma in a hemophiliac as a cause of pseudoappendicitis: diagnosis by CT imaging. Am J Hematol 1991;38:138–9. 10.1002/ajh.2830380212
    1. Fernandez-Palazzi F, Hernandez SR, De Bosch NB, et al. . Hematomas within the iliopsoas muscles in hemophilic patients: the Latin American experience. Clin Orthop Relat Res 1996;328:19–24.
    1. Small S, Rose PE, McMillan N, et al. . Haemophilia and the kidney: assessment after 11-year follow-up. Br Med J 1982;285:1609–11. 10.1136/bmj.285.6355.1609
    1. Ljung RC. Intracranial haemorrhage in haemophilia A and B. Br J Haematol 2008;140:378–84. 10.1111/j.1365-2141.2007.06949.x
    1. Darby SC, Kan SW, Spooner RJ, et al. . Mortality rates, life expectancy, and causes of death in people with hemophilia A or B in the United Kingdom who were not infected with HIV. Blood 2007;110:815–25. 10.1182/blood-2006-10-050435
    1. Rodriguez-Merchan EC. Musculoskeletal complications of hemophilia. Hss J 2010;6:37–42. 10.1007/s11420-009-9140-9
    1. Lobet S, Hermans C, Lambert C. Optimal management of hemophilic arthropathy and hematomas. J Blood Med 2014;5:207–18. 10.2147/JBM.S50644
    1. Mazepa MA, Monahan PE, Baker JR, et al. . Men with severe hemophilia in the United States: birth cohort analysis of a large national database. Blood 2016;127:3073–81. 10.1182/blood-2015-10-675140
    1. Tagliaferri A, Di Perna C, Santoro C, et al. . Cancers in patients with hemophilia: a retrospective study from the Italian Association of Hemophilia Centers. J Thromb Haemost 2012;10:90–5. 10.1111/j.1538-7836.2011.04566.x
    1. Kulkarni R, Soucie JM, Evatt BL, et al. . Prevalence and risk factors for heart disease among males with hemophilia. Am J Hematol 2005;79:36–42. 10.1002/ajh.20339
    1. Sharathkumar AA, Soucie JM, Trawinski B, et al. . Prevalence and risk factors of cardiovascular disease (CVD) events among patients with haemophilia: experience of a single haemophilia treatment centre in the United States (US). Haemophilia 2011;17:597–604. 10.1111/j.1365-2516.2010.02463.x
    1. Ferreira AA, Leite IC, Bustamante-Teixeira MT, et al. . Health-related quality of life in hemophilia: results of the Hemophilia-Specific Quality of Life Index (Haem-a-Qol) at a Brazilian blood center. Rev Bras Hematol Hemoter 2013;35:314–8. 10.5581/1516-8484.20130108
    1. Health USDo, Human Services FDACfDE, Research. Guidance for industry: patient-reported outcome measures: use in medical product development to support labeling claims: draft guidance. 4 Health Qual Life Outcomes, 2006:79.
    1. Deshpande PR, Rajan S, Sudeepthi BL, et al. . Patient-reported outcomes: A new era in clinical research. Perspect Clin Res 2011;2:137–44. 10.4103/2229-3485.86879
    1. Lowe MM, Blaser DA, Cone L, et al. . Increasing Patient Involvement in Drug Development. Value Health 2016;19:869–78. 10.1016/j.jval.2016.04.009
    1. Hoos A, Anderson J, Boutin M, et al. . Partnering With Patients in the Development and Lifecycle of Medicines: A Call for Action. Ther Innov Regul Sci 2015;49:929–39. 10.1177/2168479015580384
    1. Skinner MW. WFH: closing the global gap--achieving optimal care. Haemophilia 2012;18(Suppl 4):1–12. 10.1111/j.1365-2516.2012.02822.x
    1. Noone D, O’Mahony B, van Dijk JP, et al. . A survey of the outcome of prophylaxis, on-demand treatment or combined treatment in 18-35-year old men with severe haemophilia in six countries. Haemophilia 2013;19:44–50. 10.1111/j.1365-2516.2012.02934.x
    1. Benjamin K, Vernon MK, Patrick DL, et al. . Patient-Reported Outcome and Observer-Reported Outcome Assessment in Rare Disease Clinical Trials: An ISPOR COA Emerging Good Practices Task Force Report. Value Health 2017;20:838–55. 10.1016/j.jval.2017.05.015
    1. Skinner MW, Curtis R, Frick N, et al. . The Patient Reported Outcomes, Burdens and Experiences (PROBE) Study Phase 1 Methodology and Feasibility Results. Haemophilia 2016;22(Suppl. 4):118.
    1. Skinner MW, Chai-Adisaksopha C, Curtis R, et al. . The Patient Reported Outcomes, Burdens and Experiences (PROBE) Project: development and evaluation of a questionnaire assessing patient reported outcomes in people with haemophilia. Pilot Feasibility Stud 2018;4:58 10.1186/s40814-018-0253-0
    1. EuroQol G. EuroQol Group. EuroQol--a new facility for the measurement of health-related quality of life. Health Policy 1990;16:199–208.
    1. Dyer JS, Sarin RK. Measurable Multiattribute Value Functions. Oper Res 1979;27:810–22. 10.1287/opre.27.4.810
    1. Kirkwood CW. Strategic Decision Making: Multiobjective Decision Analysis with Spreadsheets Belmont, CA: Wadsworth Publ. Co 1996.
    1. Terwee CB, Bot SD, de Boer MR, et al. . Quality criteria were proposed for measurement properties of health status questionnaires. J Clin Epidemiol 2007;60:34–42. 10.1016/j.jclinepi.2006.03.012
    1. Chai-Adisaksopha C, Iorio A, Curtis R, et al. . Test-Retest Reliability Analysis of The Patient Reported Outcomes Burdens and Experiences (PROBE) Study. Haemophilia 2017;23:29–140.
    1. Cronbach LJ, Warrington WG. Time-limit tests: estimating their reliability and degree of speeding. Psychometrika 1951;16:167–88. 10.1007/BF02289113
    1. Hoots WK, Ebbesen LS, Konkle BA, et al. . Secondary prophylaxis with recombinant activated factor VII improves health-related quality of life of haemophilia patients with inhibitors. Haemophilia 2008;14:466–75. 10.1111/j.1365-2516.2008.01654.x
    1. Evans JD. Straightforward statistics for the behavioral sciences. Pacific Grove, CA: Brooks/Cole Publishing, 1996.
    1. Tabachnick BG, Fidell LS. Using multivariate statistics. Allyn & Bacon: Boston, MA, 2007.
    1. Herdman M, Gudex C, Lloyd A, et al. . Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual Life Res 2011;20:1727–36. 10.1007/s11136-011-9903-x
    1. McLaughlin JM, Munn JE, Anderson TL, et al. . Predictors of quality of life among adolescents and young adults with a bleeding disorder. Health Qual Life Outcomes 2017;15:67 10.1186/s12955-017-0643-7
    1. Brown TM, Lee WC, Joshi AV, et al. . Health-related quality of life and productivity impact in haemophilia patients with inhibitors. Haemophilia 2009;15:911–7. 10.1111/j.1365-2516.2009.02032.x
    1. Recht M, Neufeld EJ, Sharma VR, et al. . Impact of acute bleeding on daily activities of patients with congenital hemophilia with inhibitors and their caregivers and families: observations from the Dosing Observational Study in Hemophilia (DOSE). Value Health 2014;17:744–8. 10.1016/j.jval.2014.07.003
    1. Scalone L, Mantovani LG, Mannucci PM, et al. . Quality of life is associated to the orthopaedic status in haemophilic patients with inhibitors. Haemophilia 2006;12:154–62. 10.1111/j.1365-2516.2006.01204.x
    1. Feng Y, Devlin N, Herdman M. Assessing the health of the general population in England: how do the three- and five-level versions of EQ-5D compare? Health Qual Life Outcomes 2015;13:171 10.1186/s12955-015-0356-8

Source: PubMed

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