Loneliness and Health Service Utilization among the Rural Elderly in Shandong, China: A Cross-Sectional Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data and Sample
2.2. Independent Variable
2.3. Dependent Variable
2.4. Other Covariates
2.5. Statistical Analysis
3. Results
3.1. Respondents’ Characteristics by Loneliness
3.2. Comparison of Health Service Utilization between Lonely and Not Lonely Elderly
3.3. Associations between Loneliness, Related Influential Factors, and Health Service Utilization
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgements
Conflicts of Interest
Ethical Approval and Consent to Participate
Abbreviations
WHO | World Health Organization |
PSU | Primary Sampling Unit |
SSU | Secondary Sampling Unit |
UCLA | University of California Los Angeles Loneliness Scale |
UEBMI | Urban Employee Basic Medical Insurance |
URRBMI | Urban and Rural Residents Basic Insurance |
ADL | Activities of Daily Living |
Q1–Q4 | Quartile 1–Quartile 4 |
References
- WHO. Number of People over 60 Years Set to Double by 2050; Major Societal Changes Required; WHO: Geneva, Switzerland, 2015. [Google Scholar]
- Ministry of Civil Affairs of China. 2016 Social Services Development Statistics Bulletin; Ministry of Civil Affairs: Beijing, China, 2017. [Google Scholar]
- Chen, S.; Conwell, Y.; Chiu, H.F.K. Loneliness and aging in China—A public health problem in need of solutions. Int. Psychogeriatr. 2014, 26, 1771–1772. [Google Scholar] [CrossRef] [PubMed]
- WHO. Mental Health and Older Adults; WHO: Geneva, Switzerland, 2016. [Google Scholar]
- Steptoe, A.; Shankar, A.; Demakakos, P.; Wardle, J. Social isolation, loneliness, and all-cause mortality in older men and women. Proc. Natl. Acad. Sci. USA 2013, 110, 5797–5801. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Luo, Y.; Waite, L.J. Loneliness and Mortality Among Older Adults in China. J. Gerontol. Ser. B Psychol. Sci. Soc. Sci. 2014, 69, 633–645. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hawkley, L.C.; Thisted, R.A.; Masi, C.M.; Cacioppo, J.T. Loneliness predicts increased blood pressure: 5-year cross-lagged analyses in middle-aged and older adults. Psychol. Aging 2010, 25, 132–141. [Google Scholar] [CrossRef] [PubMed]
- Knox, S.S.; Uvnäs-Moberg, K. Social isolation and cardiovascular disease: An atherosclerotic pathway? Psychoneuroendocrinology 1998, 23, 877–890. [Google Scholar] [CrossRef]
- James, B.D.; Wilson, R.S.; Barnes, L.L.; Bennett, D.A. Late-Life Social Activity and Cognitive Decline in Old Age. J. Int. Neuropsychol. Soc. 2011, 17, 998–1005. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cacioppo, J.T.; Hughes, M.E.; Waite, L.J.; Hawkley, L.C.; Thisted, R.A. Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses. Psychol. Aging 2006, 21, 140–151. [Google Scholar] [CrossRef] [PubMed]
- Perissinotto, C.M.; Stijacic Cenzer, I.; Covinsky, K.E. Loneliness in Older Persons. Arch. Intern. Med. 2012, 172, 1078–1083. [Google Scholar] [CrossRef] [PubMed]
- Gerst-Emerson, K.; Jayawardhana, J. Loneliness as a public health issue: The impact of loneliness on health care utilization among older adults. Am. J. Public Health 2015, 105, 1013–1019. [Google Scholar] [CrossRef] [PubMed]
- Newall, N.; McArthur, J.; Menec, V.H. A Longitudinal Examination of Social Participation, Loneliness, and Use of Physician and Hospital Services. J. Aging Health 2014, 27, 500–518. [Google Scholar] [CrossRef] [PubMed]
- Taube, R.E. Loneliness and health care consumption among older people. Scand. J. Caring Sci. 2015, 29, 435–443. [Google Scholar] [CrossRef] [PubMed]
- Theeke, L.A. Sociodemographic and Health-Related Risks for Loneliness and Outcome Differences by Loneliness Status in a Sample of U.S. Older Adults. Res. Gerontol. Nurs. 2010, 3, 113–125. [Google Scholar] [CrossRef] [PubMed]
- Lim, K.K.; Chan, A. Association of loneliness and healthcare utilization among older adults in Singapore. Geriatr. Gerontol. Int. 2017, 19, 1789–1798. [Google Scholar] [CrossRef] [PubMed]
- Nägga, K.; Dong, H.J.; Marcusson, J.; Skoqlund, S.O.; Wressle, E. Health-related factors associated with hospitalization for old people: Comparisons of elderly aged 85 in a population cohort study. Arch. Gerontol. Geriatr. 2012, 54, 391–397. [Google Scholar] [CrossRef] [PubMed]
- Perlman, D.; Gerson, A.C.; Spinner, B. Loneliness among senior citizens: An empirical report. Essence 1978, 2, 239–248. [Google Scholar]
- Martin Pinquart, S.S. Influences on Loneliness in Older Adults: A Meta-Analysis. Basic Appl. Soc. Psychol. 2001, 23, 245–266. [Google Scholar] [CrossRef]
- Source, R.M.A. Revisiting the Behavioral Model and Access to Medical Care: Does it Matter. J. Health Soc. Behav. 1995, 36, 1–10. [Google Scholar]
- Katz, S.; Ford, A.B.; Moskowitz, R.W.; Jackson, B.A.; Jaffe, M.W. Studies of illness in the aged: The index of ADL: A standardized measure of biological and psychosocial function. JAMA 1963, 185, 914–919. [Google Scholar] [CrossRef] [PubMed]
- Yang, K.; Victor, C.R. The prevalence of and risk factors for loneliness among older people in China. Ageing Soc. 2008, 28, 305–327. [Google Scholar] [CrossRef]
- Zhong, B.L.; Chen, S.L.; Tu, X.; Conwell, Y. Loneliness and Cognitive Function in Older Adults: Findings From the Chinese Longitudinal Healthy Longevity Survey. J. Gerontol. Ser. B Psychol. Sci. Soc. Sci. 2016, 72, 120–128. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- National Aging Working Committee Office. Law of the People’s Republic of China on Protection of the Rights and Interests of the Elderly; Standing Committee of the National People’s Congress: Beijing, China, 2016. [Google Scholar]
- Cheng, S. Loneliness-distress and physician utilization in well-elderly females. J. Community Psychol. 1992, 20, 43–56. [Google Scholar] [CrossRef]
- Molloy, G.J.; McGee, H.M.; O’Neill, D.; Conroy, R.M. Loneliness and Emergency and Planned Hospitalizations in a Community Sample of Older Adults. J. Am. Geriatr. Soc. 2010, 58, 1538–1541. [Google Scholar] [CrossRef] [PubMed]
- Ellaway, A.; Wood, S.; Macintyre, S. Someone to talk to? The role of loneliness as a factor in the frequency of GP consultations. Br. J. Gen. Pract. 1999, 49, 363–367. [Google Scholar] [PubMed]
- Rd, B.A. Hidden reasons some patients visit doctors. Ann. Intern. Med. 1981, 94, 492–498. [Google Scholar]
- Neill-Hall, J. Family Doctors Ill-Equipped for Loneliness Epidemic. Campaign to End Loneliness. Available online: https://www.campaigntoendloneliness.org/wp-content/uploads/downloads/2013/11/FINAL-GP-Polling-PR-15.11.13.pdf (accessed on 1 April 2018).
- Barash, D.P. Loneliness: Human Nature and the Need for Social Connection; W. W. Norton and Company: New York, NY, USA, 2008. [Google Scholar]
- Pitkala, K.H.; Routasalo, P.; Kautiainen, H.; Tilvis, R.S. Effects of Psychosocial Group Rehabilitation on Health, Use of Health Care Services, and Mortality of Older Persons Suffering From Loneliness: A Randomized, Controlled Trial. J. Gerontol. A 2009, 64, 792–800. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Miilunpalo, S.; Vuori, L.; Oja, P.; Pasanen, M.; Urponen, H. Self-rated health status as a health measure: The predictive value of self-reported health status on the use of physician services and on mortality in the working-age population. J. Clin. Epidemiol. 1997, 50, 517–528. [Google Scholar] [CrossRef]
- Brady, T.J.; Murphy, L.; O’Colmain, B.J.; Beauchesne, D.; Daniels, B.; Greenberg, M.; House, M.; Chervin, D. A meta-analysis of health status, health behaviors, and healthcare utilization outcomes of the Chronic Disease Self-Management Program. Prev. Chronic Dis. 2013, 10, 120112. [Google Scholar] [CrossRef] [PubMed]
- George, P.P.; Heng, B.H.; De Castro Molina, J.A.; Wong, L.Y.; Wei Lin, N.C.; Cheah, J.T. Self-reported chronic diseases and health status and health service utilization—Results from a community health survey in Singapore. Int. J. Equity Health 2012, 11, 44. [Google Scholar] [CrossRef] [PubMed]
- Blaum, C.S.; Liang, J.; Liu, X. The relationship of chronic diseases and health status to the health services utilization of older Americans. J. Am. Geriatr. Soc. 1994, 42, 1087–1093. [Google Scholar] [CrossRef] [PubMed]
Characteristic | Total Sample | Lonely | Not Lonely | p |
---|---|---|---|---|
Observations n (%) | 5514 (100) | 1381 (25.0) | 4133 (75.0) | |
Predisposing factors | ||||
Age mean ± SD | 69.7 ± 6.5 | 70.2 ± 6.6 | 69.6 ± 6.5 | 0.003 |
Gender n (%) | 0.394 | |||
Male | 2366 (42.9) | 579 (41.9) | 1787 (43.2) | |
Female | 3148 (57.1) | 802 (58.1) | 2346 (56.8) | |
Marriage status n (%) | <0.001 | |||
Married | 4433 (80.4) | 923 (66.8) | 3510 (84.9) | |
Single a | 1081 (19.6) | 458 (33.2) | 623 (15.1) | |
Education n (%) | 0.001 | |||
No education | 2164 (39.2) | 602 (43.6) | 1562 (37.8) | |
Primary | 2277 (41.3) | 522 (37.8) | 1755 (42.5) | |
Junior or above | 1073 (19.5) | 257 (18.6) | 816 (19.7) | |
Enabling factors | ||||
Type of health insurance b | 0.231 | |||
UEBMI | 265 (4.8) | 76 (5.5) | 189 (4.6) | |
URRBMI | 3824 (93.1) | 1272 (92.1) | 3859 (93.4) | |
Others | 39 (0.7) | 8 (0.6) | 31 (0.8) | |
None | 79 (1.4) | 25 (1.8) | 54 (1.3) | |
Living arrangement n (%) | <0.001 | |||
1 | 775 (14.1) | 365 (26.4) | 410 (9.9) | |
2 | 3600 (65.3) | 812 (58.8) | 2788 (67.5) | |
≥3 | 1139 (20.7) | 204 (14.8) | 935 (22.6) | |
Income n (%) c | <0.001 | |||
Q1 | 1590 (28.8) | 478 (34.6) | 1112 (26.9) | |
Q2 | 1191 (21.6) | 318 (23.0) | 873 (21.1) | |
Q3 | 1362 (24.7) | 310 (22.4) | 1052 (25.5) | |
Q4 | 1371 (24.9) | 275 (19.9) | 1096 (26.5) | |
Need factors | ||||
Self-rated health status n (%) | <0.001 | |||
Good | 2878 (52.2) | 575 (41.6) | 2303 (55.7) | |
Moderate | 1508 (27.3) | 408 (29.5) | 1100 (26.6) | |
Bad | 1128 (20.5) | 398 (28.8) | 730 (17.7) | |
Number of chronic conditions n (%) | <0.001 | |||
None | 1718 (31.2) | 332 (24.0) | 1386 (33.5) | |
1 | 1993 (36.1) | 514 (37.2) | 1479 (35.8) | |
≥2 | 1803 (32.7) | 535 (38.7) | 1268 (30.7) | |
ADL mean ± SD | 15.5 ± 4.6 | 16.3 ± 5.9 | 15.2 ± 4.0 | <0.001 |
Health Service Utilization | Total | Lonely (%) | Not Lonely (%) | p |
---|---|---|---|---|
Outpatient service | <0.001 | |||
Physician visits | 1177 (21.3) | 360 (26.1) | 817 (19.8) | |
No use | 4337 (78.7) | 1021 (73.9) | 3316 (80.2) | |
Inpatient service | <0.001 | |||
Admission | 972 (17.6) | 302 (21.9) | 670 (16.2) | |
No use | 4542 (82.4) | 1079 (78.1) | 3463 (83.8) |
Variable | Model I (Outpatient Service) | Model II (Inpatient Service) | ||||
---|---|---|---|---|---|---|
Users | p | OR (95% CI) | Users | p | OR (95% CI) | |
Loneliness | ||||||
Lonely | 360 (30.6) | 0.003 | 1.260 (1.079, 1.472) | 302 (31.1) | 0.047 | 1.183 (1.002, 1.397) |
Not lonely (ref) | 817 (69.4) | 670 (68.9) | ||||
Predisposing factors | ||||||
Age mean ± SD | 69.5 ± 6.0 | 0.050 | 0.988 (0.977, 1.000) | 70.2 ± 6.4 | 0.127 | 1.010 (0.997, 1.022) |
Gender n (%) | ||||||
Male (ref) | 443 (37.6) | 418 (43.0) | ||||
Female | 734 (62.4) | 0.034 | 1.178 (1.012, 1.372) | 554 (57.0) | 0.020 | 0.824 (0.700, 0.970) |
Marriage status n (%) | ||||||
Married (ref) | 945 (80.3) | 784 (80.7) | ||||
Single a | 232 (19.7) | 0.019 | 1.393 (1.056, 1.837) | 188 (19.3) | 0.628 | 0.927 (0.682, 1.260) |
Education n (%) | ||||||
No education | 480 (40.8) | 0.350 | 1.107 (0.895, 1.370) | 415 (42,7) | 0.675 | 0.953 (0.763, 1.192) |
Primary | 499 (42.4) | 0.067 | 1.202 (0.987, 1.465) | 370 (38.1) | 0.078 | 0.829 (0.673, 1.021) |
Junior or above (ref) | 198 (16.8) | 187 (19.2) | ||||
Enabling factors | ||||||
Type of insurance b | ||||||
UEBMI (ref) | 52 (4.4) | 47 (4.8) | ||||
URRBMI | 1100 (93.5) | 0.348 | 1.172 (0.841, 1.634) | 909 (93.5) | 0.988 | 1.003 (0.707, 1.421) |
Others | 11 (0.9) | 0.094 | 1.967 (0.891, 4.341) | 5 (0.5) | 0.748 | 0.846 (0.306, 2.342) |
None | 14 (1.2) | 0.946 | 0.977 (0.496, 1.923) | 11 (1.1) | 0.636 | 0.837 (0.400, 1.751) |
Living arrangement n (%) | ||||||
1 | 153 (13.0) | 0.032 | 0.712 (0.521, 0.971) | 135 (13.9) | 0.846 | 0.967 (0.689, 1.358) |
2 | 808 (68.6) | 0.009 | 1.281(1.063, 1.544) | 657 (67.6) | 0.366 | 1.096 (0.898, 1.339) |
≥3 (ref) | 216 (18.4) | 180 (18.5) | ||||
Income c n (%) | ||||||
Q1 | 338 (28.7) | 0.007 | 0.761 (0.624, 0.929) | 316 (32.5) | 0.050 | 1.247 (1.000, 1.555) |
Q2 | 280 (23.8) | 0.386 | 0.913 (0.744, 1.121) | 218 (22.4) | 0.244 | 1.148 (0.910, 1.449) |
Q3 | 274 (23.3) | 0.008 | 0.761 (0.623, 0.930) | 251 (25.8) | 0.067 | 1.231 (0.986, 1.538) |
Q4 (ref) | 285 (24.2) | 187 (19.2) | ||||
Need factors | ||||||
Self-rated health status n (%) | ||||||
Good (ref) | 434 (36.9) | 304 (31.3) | ||||
Moderate | 347 (29.5) | 0.021 | 1.217 (1.030, 1.438) | 308 (31.7) | <0.001 | 1.597 (1.332, 1.914) |
Bad | 396 (33.6) | <0.001 | 2.014 (1.685, 2.408) | 360 (37.0) | <0.001 | 2.463 (2.032, 2.985) |
Number of chronic conditions n (%) | ||||||
None (ref) | 128 (10.9) | 120 (12.3) | ||||
1 | 458 (38.9) | <0.001 | 3.336 (2.695, 4.131) | 309 (31.8) | <0.001 | 2.019 (1.607, 2.536) |
≥2 | 591 (50.2) | <0.001 | 4.901 (3.943, 6.093) | 543 (55.9) | <0.001 | 4.119 (3.292, 5.155) |
ADL mean ± SD | 15.8 ± 4.9 | 0.104 | 0.988 (0.973, 1.003) | 16.3 ± 5.7 | 0.801 | 1.002 (0.988, 1.016) |
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Zhang, J.; Xu, L.; Li, J.; Sun, L.; Ding, G.; Qin, W.; Wang, Q.; Zhu, J.; Yu, Z.; Xie, S. Loneliness and Health Service Utilization among the Rural Elderly in Shandong, China: A Cross-Sectional Study. Int. J. Environ. Res. Public Health 2018, 15, 1468. https://doi.org/10.3390/ijerph15071468
Zhang J, Xu L, Li J, Sun L, Ding G, Qin W, Wang Q, Zhu J, Yu Z, Xie S. Loneliness and Health Service Utilization among the Rural Elderly in Shandong, China: A Cross-Sectional Study. International Journal of Environmental Research and Public Health. 2018; 15(7):1468. https://doi.org/10.3390/ijerph15071468
Chicago/Turabian StyleZhang, Jiao, Lingzhong Xu, Jiajia Li, Long Sun, Gan Ding, Wenzhe Qin, Qian Wang, Jing Zhu, Zihang Yu, and Su Xie. 2018. "Loneliness and Health Service Utilization among the Rural Elderly in Shandong, China: A Cross-Sectional Study" International Journal of Environmental Research and Public Health 15, no. 7: 1468. https://doi.org/10.3390/ijerph15071468
APA StyleZhang, J., Xu, L., Li, J., Sun, L., Ding, G., Qin, W., Wang, Q., Zhu, J., Yu, Z., & Xie, S. (2018). Loneliness and Health Service Utilization among the Rural Elderly in Shandong, China: A Cross-Sectional Study. International Journal of Environmental Research and Public Health, 15(7), 1468. https://doi.org/10.3390/ijerph15071468