Beard JR, Officer A, de Carvalho IA, Sadana R, Pot AM, Michel JP, Lloyd-Sherlock P, Epping-Jordan JE, Peeters G, Mahanani WR, et al. The World report on ageing and health: a policy framework for healthy ageing. Lancet (London England). 2016;387(10033):2145–54.
Google Scholar
Zhao Y, Atun R, Oldenburg B, McPake B, Tang S, Mercer SW, Cowling TE, Sum G, Qin VM, Lee JT. Physical multimorbidity, health service use, and catastrophic health expenditure by socioeconomic groups in China: an analysis of population-based panel data. Lancet Global Health. 2020;8(6):e840–9.
Google Scholar
Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet (London England). 2012;380(9836):37–43.
Google Scholar
Zhang R, Lu Y, Shi L, Zhang S, Chang F. Prevalence and patterns of multimorbidity among the elderly in China: a cross-sectional study using national survey data. BMJ open. 2019;9(8):e024268.
Google Scholar
Chen H, Chen Y, Cui B. The association of multimorbidity with healthcare expenditure among the elderly patients in Beijing, China. Arch Gerontol Geriatr. 2018;79:32–8.
Google Scholar
von Berenberg P, Dräger D, Zahn T, Neuwirth J, Kuhlmey A, Gellert P. Chronic conditions and use of health care service among German centenarians. Age Ageing. 2017;46(6):939–45.
Google Scholar
Aarts S, den Akker M, Bosma H, Tan F, Verhey F, Metsemakers J, van Boxtel M. The effect of multimorbidity on health related functioning: temporary or persistent? Results from a longitudinal cohort study. J Psychosom Res. 2012;73(3):211–7.
Google Scholar
Grunau GL, Sheps S, Goldner EM, Ratner PA. Specific comorbidity risk adjustment was a better predictor of 5-year acute myocardial infarction mortality than general methods. J Clin Epidemiol. 2006;59(3):274–80.
Google Scholar
Wang CY, Baldwin LM, Saver BG, Dobie SA, Green PK, Cai Y, Klabunde CN. The contribution of longitudinal comorbidity measurements to survival analysis. Med Care. 2009;47(7):813–21.
Google Scholar
Yu Y, Liu ZW, Li TX, Li YL, Xiao SY, Tebes JK. Test of the stress process model of family caregivers of people living with schizophrenia in China. Social science & medicine (1982) 2020, 259:113113.
Strauss VY, Jones PW, Kadam UT, Jordan KP. Distinct trajectories of multimorbidity in primary care were identified using latent class growth analysis. J Clin Epidemiol. 2014;67(10):1163–71.
Google Scholar
Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, Meinow B, Fratiglioni L. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10(4):430–9.
Google Scholar
Zhu Z, Heng BH, Teow KL. Lifetime trajectory simulation of chronic disease progression and comorbidity development. J Biomed Inform. 2018;88:29–36.
Google Scholar
König HH, Leicht H, Bickel H, Fuchs A, Gensichen J, Maier W, Mergenthal K, Riedel-Heller S, Schäfer I, Schön G, et al. Effects of multiple chronic conditions on health care costs: an analysis based on an advanced tree-based regression model. BMC Health Serv Res. 2013;13:219.
Google Scholar
Lai DWL, Lee VWP, Li J, Dong X. The Impact of Intergenerational Relationship on Health and Well-Being of older Chinese americans. J Am Geriatr Soc. 2019;67(S3):S557–63.
Google Scholar
Anning H, Huayan G. The diversification of children’s support for their parents in the context of an aging society: concepts and behavior. Social Sci China. 2018;39(04):114–36.
Google Scholar
Sun Q, Wang Y, Lu N, Lyu S. Intergenerational support and depressive symptoms among older adults in rural China: the moderating roles of age, living alone, and chronic diseases. BMC Geriatr. 2022;22(1):83.
Google Scholar
Antonucci TC, Ajrouch KJ, Birditt KS. The convoy model: explaining social relations from a multidisciplinary perspective. Gerontologist. 2014;54(1):82–92.
Google Scholar
Aiai Z, Chengjian C, Jianhui Z, Qingmin L, Xin X. Evaluation of health-related quality of life of the empty-nest elderly in Hangzhou. Prev Med. 2017;29(9):883–7.
Valtorta NK, Moore DC, Barron L, Stow D, Hanratty B. Older adults’ Social relationships and Health Care utilization: a systematic review. Am J Public Health. 2018;108(4):e1–10.
Google Scholar
Quashie NT, Pothisiri W. Rural-urban gaps in health care utilization among older Thais: the role of family support. Arch Gerontol Geriatr. 2019;81:201–8.
Google Scholar
Li C, Zhou R, Yao N, Cornwell T, Wang S. Health Care utilization and unmet needs in Chinese older adults with multimorbidity and functional impairment. J Am Med Dir Assoc. 2020;21(6):806–10.
Google Scholar
Shao S, Wang M, Jin G, Zhao Y, Lu X, Du J. Analysis of health service utilization of migrants in Beijing using Anderson health service utilization model. BMC Health Serv Res. 2018;18(1):462.
Google Scholar
Wang Y, Fu P, Li J, Jing Z, Wang Q, Zhao D, Zhou C. Changes in psychological distress before and during the COVID-19 pandemic among older adults: the contribution of frailty transitions and multimorbidity. Age Ageing. 2021;50(4):1011–8.
Google Scholar
Chronic non-communicable diseases. [ http://www.chinacdc.cn/jkzt/mxfcrjbhsh/]
Wu Y, Dong K, Bai R, Dong W. The relationship between intergenerational financial support and depressive symptoms among older adults: evidence from China Health and Retirement Longitudinal Study, 2011–2018. J Affect Disord. 2023;339:767–75.
Google Scholar
He H, Xu L, Fields N. Pensions and depressive symptoms of older adults in China: the mediating role of intergenerational support. Int J Environ Res Public Health 2021, 18(7).
Griffith LE, Gruneir A, Fisher KA, Upshur R, Patterson C, Perez R, Favotto L, Markle-Reid M, Ploeg J. Measuring multimorbidity series-an overlooked complexity comparison of self-report vs. administrative data in community-living adults: paper 2. Prevalence estimates depend on the data source. J Clin Epidemiol. 2020;124:163–72.
Google Scholar
Cassell A, Edwards D, Harshfield A, Rhodes K, Brimicombe J, Payne R, Griffin S. The epidemiology of multimorbidity in primary care: a retrospective cohort study. Br J Gen Practice: J Royal Coll Gen Practitioners. 2018;68(669):e245–51.
Google Scholar
Zhai Y. Study on the influence of family intergenerational support on medical consumption of the elderly. Shandong University; 2019.
Hopman P, Heins MJ, Korevaar JC, Rijken M, Schellevis FG. Health care utilization of patients with multiple chronic diseases in the Netherlands: differences and underlying factors. Eur J Intern Med. 2016;35:44–50.
Google Scholar
Wallace E, Salisbury C, Guthrie B, Lewis C, Fahey T, Smith SM. Managing patients with multimorbidity in primary care. BMJ (Clinical Res ed). 2015;350:h176.
Gao Q, Peng L, Min W, Nie J, Wang A, Shi Y, Shi H, Teuwen DE, Yi H. Regularity of clinical visits and medication adherence of patients with hypertension or diabetes in Rural Yunnan Province of China. Int J Environ Res Public Health 2020, 17(24).
Feng D, Serrano R, Ye T, Tang S, Duan L, Xu Y, Yang J, Liang Y, Chen S, Feng Z et al. What contributes to the regularity of patients with hypertension or diabetes seeking Health services? A pilot Follow-Up, Observational Study in two sites in Hubei Province, China. Int J Environ Res Public Health 2016, 13(12).
Suesse B, Lago L, Westley-Wise V, Cuenca J, Pai N. Predisposing, enabling and need factors associated with increased use and ongoing increased use of inpatient mental health care: a population-based longitudinal study. Aust N Z J Psychiatry. 2021;55(4):409–21.
Google Scholar
Evans RG, Stoddart GL. Producing health, consuming health care. Soc Sci Med. 1990;31(12):1347–63.
Google Scholar
Badawy SM, Shah R, Beg U, Heneghan MB. Habit strength, Medication Adherence, and habit-based Mobile Health interventions Across Chronic Medical conditions: systematic review. J Med Internet Res. 2020;22(4):e17883.
Google Scholar
Fraysse SCG, Li J, Ozbay S, Wong AB. Disease Severity is Associated with Higher Healthcare utilization in nonalcoholic Steatohepatitis Medicare patients. Am J Gastroenterol. 2020;115(4):562–74.
Google Scholar
Zhao YW, Haregu TN, He L, Lu S, Katar A, Wang H, Yao Z, Zhang L. The effect of multimorbidity on functional limitations and depression amongst middle-aged and older population in China: a nationwide longitudinal study. Age Ageing. 2021;50(1):190–7.
Google Scholar
Kiss P, Carcel C, Hockham C, Peters SAE. The impact of the COVID-19 pandemic on the care and management of patients with acute cardiovascular disease: a systematic review. Eur Heart J Qual care Clin Outcomes. 2021;7(1):18–27.
Google Scholar
Wong SYS, Zhang D, Sit RWS, Yip BHK, Chung RY, Wong CKM, Chan DCC, Sun W, Kwok KO, Mercer SW. Impact of COVID-19 on loneliness, mental health, and health service utilisation: a prospective cohort study of older adults with multimorbidity in primary care. Br J Gen Practice: J Royal Coll Gen Practitioners. 2020;70(700):e817–24.
Google Scholar
Yue H. Study on medical expenditure and influencing factors of the elderly. Guizhou University of Finance and Economics; 2019.
Ying B. Health Effect of intergenerational support on the Elderly and their medical consumption. East China Normal University; 2017.
Cornwell EY, Waite LJ. Social disconnectedness, perceived isolation, and health among older adults. J Health Soc Behav. 2009;50(1):31–48.
Google Scholar
Feng J, Wang Z, Yu Y. Does long-term care insurance reduce hospital utilization and medical expenditures? Evidence from China. Social science & medicine (1982) 2020, 258:113081.
Rizi RR, Hamedani H, Cereda M. In chronic obstructive Pulmonary Disease Progression, is it airway narrowing or Airway loss? Am J Respir Crit Care Med. 2021;203(2):154–5.
Google Scholar
Kim J, Keshavjee S, Atun R. Trends, patterns and health consequences of multimorbidity among South Korea adults: analysis of nationally representative survey data 2007–2016. J Global Health. 2020;10(2):020426.
Google Scholar
Bonavita S, Sparaco M, Russo A, Borriello G, Lavorgna L. Perceived stress and social support in a large population of people with multiple sclerosis recruited online through the COVID-19 pandemic. Eur J Neurol. 2021;28(10):3396–402.
Google Scholar
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