A Systematic Analysis of Reviews Exploring the Scope, Validity, and Reporting of Patient-Reported Outcomes Measures of Medication Adherence in Type 2 Diabetes

References

• Eduardo Sabaté (WHO/NMH/CCH). Adherence to Long-Term Therapies: Policy for Action. World Health Organization (WHO); 2001.
   Google Scholar
• Cutler RL, Fernandez-Llimos F, Frommer M, Benrimoj C, Garcia-Cardenas V. Economic impact of medication non-adherence by disease groups: a systematic review. BMJ Open. 2018;8(1):e016982. doi:10.1136/BMJOPEN-2017-016982
   PubMed Web of Science ®Google Scholar
• World Health Organisation. Global report on diabetes. Isbn. 2016;978(1). doi:10.4103/2468-8827.184853
   Google Scholar
• Diabetes. Available from: https://www.who.int/news-room/fact-sheets/detail/diabetes. Accessed March 29, 2022.
   Google Scholar
• Dungan KM. The effect of diabetes on hospital readmissions. J Diabetes Sci Technol. 2012;6:1045–1052. doi:10.1177/193229681200600508
   PubMedGoogle Scholar
• Comino EJ, Harris MF, Islam MDF, et al. Impact of diabetes on hospital admission and length of stay among a general population aged 45 year or more: a record linkage study. BMC Health Serv Res. 2015;15(1). doi:10.1186/s12913-014-0666-2
   PubMed Web of Science ®Google Scholar
• Enomoto LM, Shrestha DP, Rosenthal MB, Hollenbeak CS, Gabbay RA. Risk factors associated with 30-day readmission and length of stay in patients with type 2 diabetes. J Diabetes Complications. 2017;31(1):122–127. doi:10.1016/j.jdiacomp.2016.10.021
   PubMed Web of Science ®Google Scholar
• Weldring T, Smith SMS. Patient-Reported Outcomes (PROs) and Patient-Reported Outcome Measures (PROMs). Health Services Insights. 2013;6(6):61. doi:10.4137/HSI.S11093
   PubMedGoogle Scholar
• GOV.UK. Commissioning for Quality and Innovation (CQUIN) payment framework. Available from: https://www.gov.uk/government/publications/using-The-commissioning-for-quality-and-innovation-cquin-payment-framework-guidance-on-new-national-goals-for-2012-13. Accessed March 29, 2022.
   Google Scholar
• Black N. Patient reported outcome measures could help transform healthcare. BMJ. 2013;346(7896):f167–f167. doi:10.1136/BMJ.F167
   PubMed Web of Science ®Google Scholar
• Morisky DE, Ang A, Krousel-Wood M, Ward HJ. Predictive validity of a medication adherence measure in an outpatient setting. J Clin Hypertens. 2008;10(5):348–354. doi:10.1111/j.1751-7176.2008.07572.x
   PubMed Web of Science ®Google Scholar
• Toobert D, Glasgow R. Assessing diabetes self-management: the summary of diabetes self-care activities questionnaire. In: Handbook of Psychology and Diabetes - a Guide to Psychological Measurement in Diabetes Research and Practice. 1st ed. Harwood Academic Publishers; 1994:351–378.
   Google Scholar
• Cohen JL, Mann DM, Wisnivesky JP, et al. Assessing the validity of self-reported medication adherence among inner-city asthmatic adults: the Medication Adherence Report Scale for Asthma. Ann Allergy Asthma Immunol. 2009;103(4):325–331. doi:10.1016/S1081-1206(10)60532-7
   PubMed Web of Science ®Google Scholar
• Cook CL, Wade WE, Martin BC, Perri M. Concordance among three self-reported measures of medication adherence and pharmacy refill records. J Am Pharma Assoc. 2005;45(2):151–159. doi:10.1331/1544345053623573
   PubMed Web of Science ®Google Scholar
• Hansen RA, Kim MM, Song L, Tu W, Wu J, Murray MD. Comparison of methods to assess medication adherence and classify Nonadherence. Ann Pharmacother. 2009;43(3):413–422. doi:10.1345/aph.1L496
   PubMed Web of Science ®Google Scholar
• Nguyen TMU, la Caze A, Cottrell N. What are validated self-report adherence scales really measuring?: a systematic review. Br J Clin Pharmacol. 2014;77(3):427–445. doi:10.1111/BCP.12194
   PubMed Web of Science ®Google Scholar
• Churruca K, Fellow R, Ellis LA, et al. Patient-reported outcome measures (PROMs): a review of generic and condition-specific measures and a discussion of trends and issues. Health Expectations. 2021;24:1015–1024. doi:10.1111/hex.13254
   PubMed Web of Science ®Google Scholar
• Mokkink Cecilia AC, Prinsen Donald L, Patrick Jordi Alonso Lex M, Bouter LB, Mokkink CL. COSMIN study design checklist for patient-reported outcome measurement instruments. Available from: www.cosmin.nl. Accessed January 9, 2022.
   Google Scholar
• Moon SJ, Lee WY, Hwang JS, Hong YP, Morisky DE. Accuracy of a screening tool for medication adherence: a systematic review and meta-analysis of the Morisky Medication Adherence Scale-8. PLoS One. 2017;12(11):e0187139. doi:10.1371/JOURNAL.PONE.0187139
   PubMed Web of Science ®Google Scholar
• Ling Wee PJ, Kwan YH, Fang Loh DH, et al. Measurement properties of patient-reported outcome measures for diabetes: systematic review. J Med Internet Res. 2021;23(8):e25002. doi:10.2196/25002
   PubMed Web of Science ®Google Scholar
• Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372. doi:10.1136/BMJ.N71
   Web of Science ®Google Scholar
• Kim CJ, Schlenk EA, Ahn JA, Kim M, Park E, Park JW. Evaluation of the measurement properties of self-reported medication adherence instruments among people at risk for metabolic syndrome: a systematic review. Diabetes Educ. 2016;42(5):618–634. doi:10.1177/0145721716655400
   PubMed Web of Science ®Google Scholar
• Kwan YH, Weng SD, Fang Loh DH, et al. Measurement properties of existing patient-reported outcome measures on medication adherence: systematic review. J Med Internet Res. 2020;22(10):e19179. doi:10.2196/19179
   PubMed Web of Science ®Google Scholar
• Al-lela OQB, Abdulkareem RA, AL-Mufti L, et al. Medication adherence among diabetic patients in developing countries: review of studies. Syst Rev Pharm. 2020;11(8):270–275. doi:10.31838/SRP.2020.8.40
   Google Scholar
• Capoccia K, Odegard PS, Letassy N. Medication adherence with diabetes medication: a systematic review of the literature. Diabetes Educ. 2016;42(1):34–71. doi:10.1177/0145721715619038
   PubMed Web of Science ®Google Scholar
• Qin W, Blanchette JE, Yoon M. Self-efficacy and diabetes self-management in middle-aged and older adults in the United States: a systematic review. Diabetes Spectr. 2020;33(4):315–323. doi:10.2337/DS19-0051
   PubMedGoogle Scholar
• Williams JLS, Walker RJ, Smalls BL, Campbell JA, Egede LE. Effective interventions to improve medication adherence in type 2 diabetes: a systematic review. Diabetes Manag. 2014;4(1):29–48. doi:10.2217/DMT.13.62
   Google Scholar
• Odegard PS, Capoccia K. Medication taking and diabetes: a systematic review of the literature. Diabetes Educ. 2007;33(6):1014–1029. doi:10.1177/0145721707308407
   PubMed Web of Science ®Google Scholar
• The Lancet Global Health. Global health 2021: who tells the story? Lancet Glob Health. 2021;9(2):e99. doi:10.1016/S2214-109X(21)00004-8
   PubMed Web of Science ®Google Scholar
• Hawkins M, Cheng C, Elsworth GR, Osborne RH. Translation method is validity evidence for construct equivalence: analysis of secondary data routinely collected during translations of the Health Literacy Questionnaire (HLQ). BMC Med Res Methodol. 2020;20(1):1–13. doi:10.1186/S12874-020-00962-8/TABLES/5
   Web of Science ®Google Scholar
• Beaton DE, Bombardier C, Guillemin F, Ferraz MB. Guidelines for the process of cross-cultural adaptation of self-report measures. Spine. 2000;25(24):3186–3191. doi:10.1097/00007632-200012150-00014
   PubMed Web of Science ®Google Scholar
• Epstein J, Santo RM, Guillemin F. A review of guidelines for cross-cultural adaptation of questionnaires could not bring out a consensus. J Clin Epidemiol. 2015;68(4):435–441. doi:10.1016/j.jclinepi.2014.11.021
   PubMed Web of Science ®Google Scholar
• Toobert DJ, Hampson SE, Glasgow RE. The summary of diabetes self-care activities measure: results from 7 studies and a revised scale. Diabetes Care. 2000;23(7):943–950. doi:10.2337/DIACARE.23.7.943
   PubMed Web of Science ®Google Scholar
• Krass I, Schieback P, Dhippayom T. Adherence to diabetes medication: a systematic review. Diabetic Med. 2015;32(6):725–737. doi:10.1111/DME.12651
   PubMed Web of Science ®Google Scholar
• Vieta A, Badia X, Sacristán JA. A systematic review of patient-reported and economic outcomes: value to stakeholders in the decision-making process in patients with type 2 diabetes mellitus. Clin Ther. 2011;33(9):1225–1245. doi:10.1016/J.CLINTHERA.2011.07.013
   PubMed Web of Science ®Google Scholar
• Jaam M, Ibrahim MIM, Kheir N, Awaisu A. Factors associated with medication adherence among patients with diabetes in the Middle East and North Africa region: a systematic mixed studies review. Diabetes Res Clin Pract. 2017;129:1–15. doi:10.1016/J.DIABRES.2017.04.015
   PubMed Web of Science ®Google Scholar
• Clifford S, Perez-Nieves M, Skalicky AM, Reaney M, Coyne KS. A systematic literature review of methodologies used to assess medication adherence in patients with diabetes. Curr Med Res Opin. 2014;30(6):1071–1085. doi:10.1185/03007995.2014.884491
   PubMed Web of Science ®Google Scholar
• Azharuddin M, Adil M, Sharma M, Gyawali B. A systematic review and meta-analysis of non-adherence to anti-diabetic medication: evidence from low- and middle-income countries. Int J Clin Pract. 2021;75(11). doi:10.1111/IJCP.14717
   PubMed Web of Science ®Google Scholar
• Kamradt M, Bozorgmehr K, Krisam J, et al. Assessing self-management in patients with diabetes mellitus type 2 in Germany: validation of a German version of the Summary of Diabetes Self-Care Activities measure (SDSCA-G). Health Qual Life Outcomes. 2014;12(1):1–10. doi:10.1186/S12955-014-0185-1/FIGURES/2
   Google Scholar
• Akoglu H. User’s guide to correlation coefficients. Turk J Emerg Med. 2018;18(3):91–93. doi:10.1016/J.TJEM.2018.08.001
   PubMed Web of Science ®Google Scholar
• Jarwal SD, Brion AM, King ML. Measuring research quality using the journal impact factor, citations and ‘Ranked Journals’: blunt instruments or inspired metrics? J High Educ Policy Manage. 2009;31(4):289–300. doi:10.1080/13600800903191930
   Google Scholar
• Shahin W, Kennedy GA, Stupans I. The consequences of general medication beliefs measured by the beliefs about medicine questionnaire on medication adherence: a systematic review. Pharmacy. 2020;8(3):147. doi:10.3390/PHARMACY8030147
   Web of Science ®Google Scholar
• Antoine SL, Pieper D, Mathes T, Eikermann M. Improving the adherence of type 2 diabetes mellitus patients with pharmacy care: a systematic review of randomized controlled trials. BMC Endocr Disord. 2014;14. doi:10.1186/1472-6823-14-53
   PubMed Web of Science ®Google Scholar
• Omran D, Guirguis LM, Simpson SH. Systematic review of pharmacist interventions to improve adherence to oral antidiabetic medications in people with type 2 diabetes. Can J Diabetes. 2012;36(5):292–299. doi:10.1016/J.JCJD.2012.07.002
   Web of Science ®Google Scholar
• Iqbal M, Khan A, Syed Sulaiman S, Syed Sulaiman S. A review of pharmacist-led interventions on diabetes outcomes: an observational analysis to explore diabetes care opportunities for pharmacists. J Pharm Bioallied Sci. 2019;11(4):299. doi:10.4103/JPBS.JPBS_138_19
   PubMed Web of Science ®Google Scholar
• Doggrell SA, Warot S. The association between the measurement of adherence to anti-diabetes medicine and the HbA1c. Int J Clin Pharm. 2014;36(3):488–497. doi:10.1007/S11096-014-9929-6
   PubMed Web of Science ®Google Scholar