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Terwee CB, Elders PJM, Blom MT, Beulens JW, Rolandsson O, Rogge AA, Rose M, Harman N, Williamson PR, Pouwer F, Mokkink LB, Rutters F. Patient-reported outcomes for people with diabetes: what and how to measure? A narrative review. Diabetologia 2023; 66:1357-1377. [PMID: 37222772 PMCID: PMC10317894 DOI: 10.1007/s00125-023-05926-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 03/03/2023] [Indexed: 05/25/2023]
Abstract
Patient-reported outcomes (PROs) are valuable for shared decision making and research. Patient-reported outcome measures (PROMs) are questionnaires used to measure PROs, such as health-related quality of life (HRQL). Although core outcome sets for trials and clinical practice have been developed separately, they, as well as other initiatives, recommend different PROs and PROMs. In research and clinical practice, different PROMs are used (some generic, some disease-specific), which measure many different things. This is a threat to the validity of research and clinical findings in the field of diabetes. In this narrative review, we aim to provide recommendations for the selection of relevant PROs and psychometrically sound PROMs for people with diabetes for use in clinical practice and research. Based on a general conceptual framework of PROs, we suggest that relevant PROs to measure in people with diabetes are: disease-specific symptoms (e.g. worries about hypoglycaemia and diabetes distress), general symptoms (e.g. fatigue and depression), functional status, general health perceptions and overall quality of life. Generic PROMs such as the 36-Item Short Form Health Survey (SF-36), WHO Disability Assessment Schedule (WHODAS 2.0), or Patient-Reported Outcomes Measurement Information System (PROMIS) measures could be considered to measure commonly relevant PROs, supplemented with disease-specific PROMs where needed. However, none of the existing diabetes-specific PROM scales has been sufficiently validated, although the Diabetes Symptom Self-Care Inventory (DSSCI) for measuring diabetes-specific symptoms and the Diabetes Distress Scale (DDS) and Problem Areas in Diabetes (PAID) for measuring distress showed sufficient content validity. Standardisation and use of relevant PROs and psychometrically sound PROMs can help inform people with diabetes about the expected course of disease and treatment, for shared decision making, to monitor outcomes and to improve healthcare. We recommend further validation studies of diabetes-specific PROMs that have sufficient content validity for measuring disease-specific symptoms and consider generic item banks developed based on item response theory for measuring commonly relevant PROs.
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Affiliation(s)
- Caroline B Terwee
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands.
| | - Petra J M Elders
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Marieke T Blom
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands
| | - Joline W Beulens
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Olaf Rolandsson
- Department of Public Health and Clinical Medicine, Family Medicine, Umeå University, Umeå, Sweden
| | - Alize A Rogge
- Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Matthias Rose
- Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Nicola Harman
- Department of Health Data Science, University of Liverpool, Liverpool, UK
| | - Paula R Williamson
- Department of Health Data Science, University of Liverpool, Liverpool, UK
| | - Frans Pouwer
- Steno Diabetes Center Odense, Odense, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Amsterdam UMC, Department of Medical Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Lidwine B Mokkink
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands
| | - Femke Rutters
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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Agochukwu NQ, Wittmann D, Boileau NR, Dunn RL, Montie J, Kim T, Miller DC, Peabody J, Carlozzi NE. Reply to K.P. Weinfurt et al. J Clin Oncol 2020; 38:654-655. [PMID: 31895615 PMCID: PMC7030898 DOI: 10.1200/jco.19.02642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Nnenaya Q. Agochukwu
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - Daniela Wittmann
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - Nicholas R. Boileau
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - Rodney L. Dunn
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - James Montie
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - Tae Kim
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - David C. Miller
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - James Peabody
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
| | - Noelle E. Carlozzi
- Nnenaya Q. Agochukwu, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MIDepartment of Urology, University of California, San Francisco, San Francisco, CA; Daniela Wittmann, PhD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; Nicholas R. Boileau, MPH, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI; Rodney L. Dunn, MS; James Montie, MD; Tae Kim, BS; and David C. Miller, MD, Department of Urology, University of Michigan Health System, Ann Arbor, MIDow Division of Health Services Research, University of Michigan, Ann Arbor, MI; James Peabody, MS, Henry Ford Health System, Detroit, MI; and Noelle E. Carlozzi, PhD, Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI
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