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      Validation of the PAM-13 instrument in the Hungarian general population 40 years old and above

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          Abstract

          Background

          Patient activation comprises the skills, knowledge and motivation necessary for patients’ effective contribution to their care. We adapted and validated the 13-item Patient Activation Measure (PAM-13) in the ≥ 40 years old Hungarian general population.

          Methods

          A cross-sectional web survey was conducted among 900 respondents selected from an online panel via quota sampling. After 10 days, the survey was repeated on 100 respondents. The distribution, internal consistency, test–retest reliability, factor structure, convergent, discriminant and known-groups validity of PAM-13 were assessed according to the COSMIN guidelines.

          Results

          The sample comprised 779 respondents. Mean (± SD) age was 60.4 ± 10.6 years, 54% were female and 67% had chronic illness. Mean (± SD) PAM-13 score was 60.6 ± 10.0. We found good internal consistency (Cronbach alpha: 0.77), moderate test–retest reliability (ICC: 0.62; n = 75), a single-factor structure and good content validity: PAM-13 showed moderate correlation with the eHealth Literacy Scale ( r = 0.40), and no correlation with age ( r = 0.02), education ( r = 0.04) or income ( ρ = 0.04). Higher PAM-13 scores were associated with fewer lifestyle risks ( p < 0.001), more frequent health information seeking ( p < 0.001), participation in patient education ( p = 0.018) and various online health-related behaviours. When controlling for health literacy, sociodemographic factors and health status, the association of higher PAM-13 scores with overall fewer lifestyle risks, normal body mass index, physical activity and adequate diet remained significant. Similar properties were observed in the subgroup of participants with chronic morbidity, but not in the age group 65+.

          Conclusion

          PAM-13 demonstrated good validity in the general population. Its properties in clinical populations and the elderly as well as responsiveness to interventions warrant further research.

          Supplementary Information

          The online version contains supplementary material available at 10.1007/s10198-022-01434-0.

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              Quality criteria were proposed for measurement properties of health status questionnaires.

              Recently, an increasing number of systematic reviews have been published in which the measurement properties of health status questionnaires are compared. For a meaningful comparison, quality criteria for measurement properties are needed. Our aim was to develop quality criteria for design, methods, and outcomes of studies on the development and evaluation of health status questionnaires. Quality criteria for content validity, internal consistency, criterion validity, construct validity, reproducibility, longitudinal validity, responsiveness, floor and ceiling effects, and interpretability were derived from existing guidelines and consensus within our research group. For each measurement property a criterion was defined for a positive, negative, or indeterminate rating, depending on the design, methods, and outcomes of the validation study. Our criteria make a substantial contribution toward defining explicit quality criteria for measurement properties of health status questionnaires. Our criteria can be used in systematic reviews of health status questionnaires, to detect shortcomings and gaps in knowledge of measurement properties, and to design validation studies. The future challenge will be to refine and complete the criteria and to reach broad consensus, especially on quality criteria for good measurement properties.
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                Author and article information

                Contributors
                zrubka.zsombor@uni-obuda.hu
                Journal
                Eur J Health Econ
                Eur J Health Econ
                The European Journal of Health Economics
                Springer Berlin Heidelberg (Berlin/Heidelberg )
                1618-7598
                1618-7601
                31 January 2022
                31 January 2022
                2022
                : 23
                : 8
                : 1341-1355
                Affiliations
                [1 ]GRID grid.440535.3, ISNI 0000 0001 1092 7422, University Research and Innovation Center, , Óbuda University, ; Bécsi út 96/b, Budapest, 1034 Hungary
                [2 ]GRID grid.17127.32, ISNI 0000 0000 9234 5858, Corvinus Institute for Advanced Studies, , Corvinus University of Budapest, ; Fővám tér 8, Budapest, 1093 Hungary
                [3 ]GRID grid.17127.32, ISNI 0000 0000 9234 5858, Institute of Mathematical Statistics and Modelling, , Corvinus University of Budapest, ; Fővám tér 8, Budapest, 1093 Hungary
                [4 ]GRID grid.17127.32, ISNI 0000 0000 9234 5858, Doctoral School of Economics, Business and Informatics, , Corvinus University of Budapest, ; Fővám tér 8, Budapest, 1093 Hungary
                [5 ]GRID grid.17127.32, ISNI 0000 0000 9234 5858, Centre for Foreign Language Education and Research, , Corvinus University of Budapest, ; Fővám tér 8, Budapest, 1093 Hungary
                [6 ]GRID grid.5591.8, ISNI 0000 0001 2294 6276, Institute of Business Economics, , Eötvös Loránd University, ; Rákóczi út 7, Budapest, 1088 Hungary
                [7 ]GRID grid.170202.6, ISNI 0000 0004 1936 8008, Health Policy Research Group, , University of Oregon, ; 1209 University of Oregon, Eugene, OR 97403-1209 USA
                Author information
                http://orcid.org/0000-0002-1992-6087
                http://orcid.org/0000-0002-2626-814X
                http://orcid.org/0000-0002-4192-1848
                http://orcid.org/0000-0002-5418-9422
                http://orcid.org/0000-0003-3054-5813
                http://orcid.org/0000-0002-3188-0800
                http://orcid.org/0000-0002-9285-8746
                http://orcid.org/0000-0002-8376-8343
                http://orcid.org/0000-0001-9636-6012
                Article
                1434
                10.1007/s10198-022-01434-0
                9550701
                35102464
                9362e7eb-80b1-483c-9eda-9737ae7fce02
                © The Author(s) 2022

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 21 May 2021
                : 11 January 2022
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100012550, Nemzeti Kutatási, Fejlesztési és Innovaciós Alap;
                Award ID: TKP2020-NKA-02
                Award ID: TKP2020-NKA-02
                Award ID: TKP2020-NKA-02
                Award ID: TKP2020-NKA-02
                Award ID: TKP2020-NKA-02
                Award ID: TKP2020-NKA-02
                Award ID: TKP2020-NKA-02
                Award ID: TKP2020-NKA-02
                Award ID: 2019-1.3.1-KK-2019-00007
                Award ID: FK-132343
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100010663, H2020 European Research Council;
                Award ID: 679681
                Award Recipient :
                Funded by: Óbuda University
                Categories
                Original Paper
                Custom metadata
                © Springer-Verlag GmbH Germany, part of Springer Nature 2022

                Economics of health & social care
                pam-13,patient activation,eheals,health literacy,lifestyle-related risks,online survey,psychometric validation,i10

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