{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T20:16:06Z","timestamp":1768248966118,"version":"3.49.0"},"reference-count":49,"publisher":"Informa UK Limited","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["PPA"],"DOI":"10.2147\/ppa.s506859","type":"journal-article","created":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T16:45:13Z","timestamp":1768236313000},"page":"1-16","source":"Crossref","is-referenced-by-count":0,"title":["Assessment of Factors Associated with Treatment Adherence Among Elderly Patients with Multimorbid Type 2 Diabetes Mellitus Using Lasso-Logistic Regression"],"prefix":"10.2147","volume":"Volume 20","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-3817-7705","authenticated-orcid":true,"given":"Ruijie","family":"Ma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-6333-7718","authenticated-orcid":true,"given":"Baiyun","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ting","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanmei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2026,1]]},"reference":[{"key":"ref1","unstructured":"World Health Organization. The World Health Report 2008: Primary Health Care Now More Than Ever: Introduction and Overview. World Health Organization: Geneva, Switzerland; 2008. Available from: https:\/\/iris.who.int\/handle\/10665\/69863. Accessed December 9, 2025."},{"key":"ref2","doi-asserted-by":"publisher","first-page":"9261","DOI":"10.3390\/ijerph17249261","volume":"17","author":"Zhao","year":"2020","journal-title":"Int J Environ Res Public Health"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1186\/s12889-021-10463-y","volume":"21","author":"Wang","year":"2021","journal-title":"BMC Public Health"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"996","DOI":"10.1007\/s12603-018-1066-9","volume":"22","author":"Acar Tek","year":"2018","journal-title":"J Nutr Health Aging"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1186\/s12916-014-0188-0","volume":"12","author":"Wang","year":"2014","journal-title":"BMC Med"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"1447","DOI":"10.1111\/ggi.13510","volume":"18","author":"Chen","year":"2018","journal-title":"Geriatr Gerontol Int"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"3955","DOI":"10.12114\/j.issn.1007-9572.2021.00.295","volume":"24","author":"Li","year":"2021","journal-title":"Chinese General Practice"},{"key":"ref8","doi-asserted-by":"publisher","first-page":"857","DOI":"10.1016\/j.mayocp.2018.02.012","volume":"93","author":"Zemedikun","year":"2018","journal-title":"Mayo Clin Proc"},{"key":"ref9","unstructured":"Chinese Diabetes Society. Guideline for the Prevention and Treatment of Type 2 Diabetes Mellitus in China (2020 Edition). Chin J Diabetes Mellitus. 2021;13(4):315\u2013409. doi:10.3760\/cma.j.cn311282-20210304-00142"},{"key":"ref10","volume-title":"IDF DIABETES ATLAS","year":"2021"},{"key":"ref11","doi-asserted-by":"publisher","first-page":"281","DOI":"10.16506\/j.1009-6639.2023.04.001","volume":"24","author":"Ma","year":"2023","journal-title":"Chin Prev Med"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"426","DOI":"10.16462\/j.cnki.zhjbkz.2019.04.012","volume":"23","author":"Yan","year":"2019","journal-title":"Chin J Dis Control Prevent"},{"key":"ref13","unstructured":"Chinese Elderly Type. Diabetes Prevention and Treatment of Clinical Guidelines Writing Group; Geriatric Endocrinology and Metabolism Branch of Chinese Geriatric Society; Geriatric Endocrinology and Metabolism Branch of Chinese Geriatric Health Care Society; Geriatric Professional Committee of Beijing Medical Award Foundation; National Clinical Medical Research Center for Geriatric Diseases (PLA General Hospital), Zhonghua Nei Ke Za Zhi. 2022;61(1):12\u201350. doi:10.3760\/cma.j.cn112138-20211027-00751 PMID: 34979769"},{"key":"ref14","doi-asserted-by":"publisher","first-page":"3904","DOI":"10.12114\/j.issn.1007-9572.2022.0340","volume":"25","author":"Zhang","year":"2022","journal-title":"Chinese General Practice"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1186\/s12877-023-04072-0","volume":"23","author":"Wang","year":"2023","journal-title":"BMC Geriatr"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"251","DOI":"10.3390\/nu9030251","volume":"9","author":"Zang","year":"2017","journal-title":"Nutrients"},{"key":"ref17","doi-asserted-by":"publisher","first-page":"e14004","DOI":"10.7717\/peerj.14004","volume":"10","author":"Wei","year":"2022","journal-title":"PeerJ"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"410","DOI":"10.1016\/j.jad.2024.02.014","volume":"352","author":"Hou","year":"2024","journal-title":"J Affect Disord"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"Breiman","year":"2001","journal-title":"Machine Learning"},{"key":"ref20","unstructured":"Sun ZQ. Medical Statistics. 2010. Available from: https:\/\/xueshu.baidu.com\/usercenter\/paper\/show?paperid=7ce8f29723e973783dd8107181fe0c6d&site=xueshu_se. Accessed December 9, 2025."},{"key":"ref21","first-page":"34","volume":"23","author":"Chen","year":"2008","journal-title":"J Nursing Sci"},{"key":"ref22","first-page":"500","volume":"39","author":"Li","year":"2004","journal-title":"Chin J Nurs"},{"key":"ref23","doi-asserted-by":"publisher","first-page":"943","DOI":"10.2337\/diacare.23.7.943","volume":"23","author":"Toobert","year":"2000","journal-title":"Diabetes Care"},{"key":"ref24","doi-asserted-by":"publisher","first-page":"26","DOI":"10.3760\/cma.j.issn.1672-7088.2008.07.009","volume":"24","author":"Wan","year":"2008","journal-title":"Chin J Pract Nurs"},{"key":"ref25","first-page":"98","volume":"4","author":"Xiao","year":"1994","journal-title":"J Clini Psych"},{"key":"ref26","doi-asserted-by":"publisher","first-page":"e0228152","DOI":"10.1371\/journal.pone.0228152","volume":"15","author":"Sun","year":"2020","journal-title":"PLoS One"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/0022-3956(75)90026-6","volume":"12","author":"Folstein","year":"1975","journal-title":"J Psychiatr Res"},{"key":"ref28","unstructured":"Zhou XX. A Preliminary Study of the Validity and Reliability of the Chinese Version of the Mini-Mental State Examination in Stroke Patients. Master\u2019s Degree Dissertation. Fujian University of Chinese Medicine; 2015."},{"key":"ref29","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1111\/j.1532-5415.1999.tb03848.x","volume":"47","author":"Hoyl","year":"1999","journal-title":"J Am Geriatr Soc"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1300\/J018v05n01_09","volume":"5","author":"Sheikh","year":"1986","journal-title":"Clin Gerontologist"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"694","DOI":"10.1034\/j.1600-0579.2003.00216.x","volume":"51","author":"Rinaldi","year":"2003","journal-title":"J Am Geriatr Soc"},{"key":"ref32","unstructured":"Ji F. Relationship Between Self-Perceived Aging, Family Flexibility, and Treatment Compliance in Elderly Patients With Type 2 Diabetes in Rural Communities. Master\u2019s Thesis. Shandong University of Traditional Chinese Medicine; 2019. Doi: 10.27282\/d.cnki.gsdzu.2019.000898"},{"key":"ref33","doi-asserted-by":"publisher","first-page":"e044987","DOI":"10.1136\/bmjopen-2020-044987","volume":"11","author":"Foley","year":"2021","journal-title":"BMJ Open"},{"key":"ref34","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1186\/s12911-021-01552-4","volume":"21","author":"van Velsen","year":"2021","journal-title":"BMC Med Inform Decis Mak"},{"key":"ref35","doi-asserted-by":"publisher","first-page":"14","DOI":"10.3969\/j.issn.2097-1826.2023.09.004","volume":"40","author":"Xu","year":"2023","journal-title":"Mil Nurs"},{"key":"ref36","doi-asserted-by":"publisher","first-page":"62","DOI":"10.3934\/publichealth.2022006","volume":"9","author":"DaSantos","year":"2021","journal-title":"AIMS Public Health"},{"key":"ref37","doi-asserted-by":"publisher","first-page":"1999","DOI":"10.1016\/S0140-6736(14)60613-9","volume":"383","author":"Ley","year":"2014","journal-title":"Lancet"},{"key":"ref38","doi-asserted-by":"publisher","first-page":"3831","DOI":"10.2147\/DMSO.S278291","volume":"13","author":"Kenate","year":"2020","journal-title":"Diabetes Metab Syndr Obes"},{"key":"ref39","doi-asserted-by":"publisher","first-page":"1006","DOI":"10.5216\/ree.v11i4.33257","volume":"11","author":"Teixeira","year":"2009","journal-title":"Rev Eletr\u00f4nica de Enfermagem"},{"key":"ref40","doi-asserted-by":"publisher","first-page":"3830","DOI":"10.1111\/dom.15730","volume":"26","author":"Khalafi","year":"2024","journal-title":"Diabetes Obes Metab"},{"key":"ref41","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1590\/1516-4446-2020-0945","volume":"43","author":"Du","year":"2021","journal-title":"Braz J Psychiatry"},{"key":"ref42","doi-asserted-by":"publisher","first-page":"e077975","DOI":"10.1136\/bmjopen-2023-077975","volume":"14","author":"Shamim","year":"2024","journal-title":"BMJ Open"},{"key":"ref43","doi-asserted-by":"publisher","first-page":"e229817","DOI":"10.1001\/jamanetworkopen.2022.9817","volume":"5","author":"Bobo","year":"2022","journal-title":"JAMA Network Open"},{"key":"ref44","doi-asserted-by":"publisher","first-page":"792765","DOI":"10.3389\/fpubh.2022.792765","volume":"10","author":"Wang","year":"2022","journal-title":"Front Public Health"},{"key":"ref45","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1186\/s12877-023-04064-0","volume":"23","author":"Song","year":"2023","journal-title":"BMC Geriatr"},{"key":"ref46","doi-asserted-by":"publisher","first-page":"6125","DOI":"10.1002\/nop2.1834","volume":"10","author":"He","year":"2023","journal-title":"Nursing Open"},{"key":"ref47","doi-asserted-by":"publisher","first-page":"1062903","DOI":"10.3389\/fpubh.2023.1062903","volume":"11","author":"Liu","year":"2023","journal-title":"Front Public Health"},{"key":"ref48","doi-asserted-by":"publisher","first-page":"937361","DOI":"10.3389\/fpubh.2022.937361","volume":"10","author":"Zeng","year":"2022","journal-title":"Front Public Health"},{"key":"ref49","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1186\/s12939-019-0909-2","volume":"18","author":"Gu","year":"2019","journal-title":"Int J Equity Health"}],"container-title":["Patient Preference and Adherence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.dovepress.com\/article\/download\/110936","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.dovepress.com\/article\/download\/110936","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T16:45:27Z","timestamp":1768236327000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.dovepress.com\/assessment-of-factors-associated-with-treatment-adherence-among-elderl-peer-reviewed-fulltext-article-PPA"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":49,"URL":"https:\/\/doi.org\/10.2147\/ppa.s506859","relation":{},"ISSN":["1177-889X"],"issn-type":[{"value":"1177-889X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}