Effects of Future Subjective Expectations on Cognitive Decline and Dementia among Middle-Aged and Older Adults
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Sample and Design
2.2. Variables
2.2.1. Dependent Variables: Dementia and Mild Cognitive Impairment
2.2.2. Independent Variable: Subjective Expectation
2.2.3. Other Variables
2.3. Statistical Analysis
3. Results
3.1. Trend of the Seven Domains of Subjective Expectation
3.2. General Characteristics
3.3. Differences in Dementia and Mild Cognitive Impairment
3.4. Effects of Subjective Expectation on Dementia and Mild Cognitive Impairment
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Trend of Dementia from 2008 to 2020
Dementia | ||||||||||||||
2008 | 2010 | 2012 | 2014 | 2016 | 2018 | 2020 | ||||||||
n | % | n | % | n | % | n | % | n | % | n | % | n | % | |
Total | 136 | 2.5 | 180 | 3.2 | 178 | 3.2 | 244 | 4.4 | 273 | 5.0 | 368 | 6.6 | 404 | 7.7 |
Sex | ||||||||||||||
Male | 21 | 0.8 | 31 | 1.3 | 28 | 1.3 | 49 | 2.0 | 62 | 2.5 | 109 | 4.5 | 109 | 4.3 |
Female | 115 | 3.9 | 149 | 4.8 | 150 | 4.9 | 195 | 6.4 | 211 | 7.1 | 259 | 8.4 | 295 | 10.7 |
Age group (years) | ||||||||||||||
55–64 | 25 | 0.8 | 24 | 0.8 | 25 | 0.9 | 19 | 0.9 | 13 | 0.8 | 28 | 1.7 | 12 | 1.1 |
65–75 | 71 | 6.2 | 85 | 6.7 | 71 | 5.1 | 72 | 4.9 | 66 | 4.5 | 62 | 3.9 | 54 | 3.4 |
75+ | 40 | 17.8 | 71 | 18.8 | 82 | 14.8 | 153 | 19.5 | 194 | 19.5 | 278 | 20.7 | 338 | 22.5 |
Marital status | ||||||||||||||
Married | 83 | 1.8 | 107 | 2.2 | 112 | 2.3 | 121 | 2.5 | 138 | 3.1 | 187 | 3.9 | 181 | 4.1 |
Single/ divorced/widowed | 53 | 7.0 | 73 | 8.5 | 66 | 7.6 | 123 | 12.8 | 235 | 12.6 | 181 | 16.2 | 223 | 19.1 |
Monthly income | ||||||||||||||
High | 8 | 0.5 | 18 | 0.9 | 18 | 1.1 | 17 | 1.1 | 23 | 1.8 | 51 | 3.3 | 50 | 3.8 |
Middle–high | 20 | 1.3 | 20 | 1.8 | 24 | 1.8 | 26 | 2.1 | 27 | 2.2 | 40 | 3.0 | 44 | 3.3 |
Middle–low | 32 | 2.2 | 41 | 2.7 | 37 | 2.6 | 56 | 3.4 | 68 | 4.2 | 95 | 5.8 | 79 | 6.6 |
Low | 76 | 8.5 | 101 | 10.5 | 99 | 9.4 | 145 | 13.1 | 155 | 14.3 | 182 | 16.7 | 229 | 17.6 |
Level of education | ||||||||||||||
College and higher | 0 | 0.0 | 1 | 0.5 | 2 | 0.8 | 3 | 0.9 | 3 | 1.5 | 10 | 2.1 | 8 | 1.8 |
High school | 4 | 0.2 | 7 | 0.5 | 11 | 0.6 | 15 | 0.8 | 23 | 1.2 | 33 | 2.0 | 32 | 2.0 |
Under middle school | 132 | 4.6 | 172 | 5.7 | 165 | 5.6 | 226 | 7.8 | 247 | 8.7 | 325 | 11.2 | 364 | 13.5 |
Health insurance | ||||||||||||||
NHI 1 | 120 | 2.3 | 157 | 2.9 | 157 | 2.9 | 209 | 3.8 | 244 | 4.6 | 331 | 6.0 | 366 | 7.2 |
MA 2 | 16 | 8.5 | 23 | 0.9 | 21 | 9.8 | 35 | 15.1 | 29 | 13.5 | 37 | 22.1 | 38 | 18.8 |
Drinking | ||||||||||||||
No | 109 | 3.4 | 158 | 4.7 | 150 | 4.5 | 207 | 6.1 | 241 | 7.1 | 320 | 9.0 | 374 | 10.7 |
Yes | 27 | 1.2 | 22 | 1.0 | 28 | 1.4 | 37 | 1.8 | 32 | 1.6 | 48 | 2.5 | 30 | 1.7 |
Smoking | ||||||||||||||
No | 128 | 2.9 | 162 | 3.5 | 164 | 3.6 | 224 | 4.6 | 254 | 5.3 | 348 | 6.9 | 385 | 8.0 |
Yes | 8 | 0.9 | 180 | 1.8 | 14 | 1.7 | 20 | 3.3 | 19 | 2.7 | 20 | 4.2 | 19 | 5.1 |
Health status | ||||||||||||||
Good | 11 | 0.5 | 22 | 1.1 | 15 | 0.6 | 19 | 1.1 | 16 | 0.9 | 28 | 1.7 | 25 | 1.8 |
Moderate | 55 | 2.8 | 52 | 2.3 | 57 | 2.5 | 60 | 2.3 | 72 | 2.7 | 115 | 4.1 | 104 | 4.1 |
Poor | 70 | 6.7 | 106 | 9.5 | 106 | 10.3 | 165 | 14.7 | 185 | 16.8 | 225 | 18.7 | 275 | 23.3 |
Chronic diseases | ||||||||||||||
No | 27 | 1.0 | 30 | 1.2 | 28 | 1.2 | 32 | 1.6 | 34 | 2.0 | 44 | 2.7 | 34 | 2.1 |
Yes | 109 | 4.3 | 150 | 4.9 | 150 | 4.8 | 212 | 6.1 | 239 | 6.6 | 324 | 8.5 | 370 | 10.0 |
1 National Health Insurance, 2 Medical aids. |
Appendix B. Trend of Mild Cognitive Impairment from 2008 to 2020
Mild Cognitive Impairment | ||||||||||||||
2008 | 2010 | 2012 | 2014 | 2016 | 2018 | 2020 | ||||||||
n | % | n | % | n | % | n | % | n | % | n | % | n | % | |
Total | 581 | 11.9 | 584 | 12.2 | 575 | 11.0 | 692 | 13.8 | 722 | 14.2 | 816 | 16.8 | 845 | 18.4 |
Sex | ||||||||||||||
Male | 138 | 6.3 | 158 | 7.3 | 167 | 6.8 | 224 | 9.8 | 218 | 9.4 | 277 | 13.1 | 322 | 17.0 |
Female | 443 | 16.5 | 426 | 16.3 | 408 | 14.6 | 468 | 17.2 | 504 | 18.3 | 539 | 19.9 | 523 | 19.5 |
Age group (years) | ||||||||||||||
55–64 | 232 | 7.5 | 197 | 7.4 | 147 | 5.4 | 163 | 7.5 | 114 | 6.3 | 113 | 8.1 | 83 | 9.5 |
65–75 | 268 | 24.8 | 278 | 23.4 | 233 | 17.3 | 277 | 19.0 | 277 | 19.0 | 284 | 18.2 | 276 | 16.7 |
75+ | 81 | 35.0 | 109 | 29.0 | 195 | 34.5 | 252 | 32.0 | 331 | 31.1 | 419 | 31.9 | 486 | 32.0 |
Marital status | ||||||||||||||
Married | 431 | 10.2 | 423 | 10.4 | 399 | 9.2 | 484 | 11.8 | 485 | 11.8 | 556 | 14.8 | 549 | 16.2 |
Single/divorced/widowed | 150 | 22.5 | 161 | 22.2 | 176 | 20.2 | 208 | 22.7 | 237 | 23.7 | 260 | 23.6 | 296 | 25.1 |
Monthly income | ||||||||||||||
High | 64 | 5.2 | 81 | 6.2 | 56 | 3.5 | 88 | 7.8 | 86 | 7.6 | 81 | 7.4 | 99 | 10.7 |
Middle–high | 101 | 8.5 | 91 | 8.7 | 102 | 8.1 | 110 | 9.7 | 105 | 9.3 | 139 | 13.1 | 156 | 15.0 |
Middle–low | 195 | 14.5 | 175 | 13.2 | 158 | 13.0 | 200 | 13.9 | 220 | 15.5 | 252 | 19.3 | 205 | 19.1 |
Low | 221 | 25.0 | 237 | 28.1 | 259 | 25.0 | 294 | 27.2 | 311 | 27.8 | 344 | 30.8 | 383 | 29.5 |
Level of education | ||||||||||||||
College and higher | 8 | 1.7 | 20 | 4.4 | 10 | 2.1 | 17 | 3.4 | 21 | 3.7 | 27 | 6.9 | 41 | 9.7 |
High school | 61 | 4.5 | 86 | 5.9 | 72 | 4.5 | 106 | 7.4 | 96 | 6.3 | 137 | 9.6 | 136 | 9.8 |
Under middle school | 512 | 19.2 | 478 | 18.5 | 493 | 17.9 | 569 | 21.1 | 605 | 22.7 | 652 | 24.7 | 668 | 26.9 |
Health insurance | ||||||||||||||
NHI 1 | 541 | 11.4 | 525 | 11.0 | 524 | 10.4 | 647 | 13.5 | 667 | 13.6 | 759 | 16.2 | 790 | 17.8 |
MA 2 | 40 | 23.6 | 59 | 37.6 | 51 | 23.5 | 45 | 20.7 | 55 | 25.9 | 57 | 30.3 | 55 | 29.1 |
Drinking | ||||||||||||||
No | 442 | 15.7 | 423 | 14.8 | 421 | 13.3 | 508 | 16.2 | 543 | 16.8 | 623 | 19.0 | 662 | 20.3 |
Yes | 139 | 6.8 | 161 | 8.6 | 154 | 7.7 | 184 | 10.2 | 179 | 10.1 | 193 | 13.0 | 183 | 14.5 |
Smoking | ||||||||||||||
No | 519 | 13.1 | 518 | 13.4 | 513 | 11.8 | 629 | 14.8 | 678 | 15.3 | 757 | 17.3 | 810 | 19.3 |
Yes | 62 | 6.9 | 66 | 7.4 | 62 | 7.4 | 63 | 8.8 | 44 | 6.5 | 59 | 12.8 | 35 | 9.5 |
Health status | ||||||||||||||
Good | 71 | 3.5 | 105 | 6.3 | 78 | 4.3 | 100 | 6.4 | 92 | 5.8 | 113 | 8.7 | 97 | 8.6 |
Moderate | 263 | 14.8 | 228 | 12.2 | 241 | 11.1 | 303 | 13.5 | 319 | 13.6 | 372 | 16.5 | 407 | 18.7 |
Poor | 247 | 25.6 | 251 | 25.9 | 256 | 24.5 | 289 | 27.3 | 311 | 28.7 | 331 | 28.6 | 341 | 29.4 |
Chronic diseases | ||||||||||||||
No | 189 | 7.5 | 176 | 8.2 | 145 | 6.8 | 162 | 8.6 | 145 | 8.2 | 144 | 10.6 | 131 | 10.4 |
Yes | 392 | 17.0 | 408 | 15.9 | 430 | 14.2 | 530 | 17.1 | 577 | 17.4 | 672 | 19.6 | 714 | 21.6 |
1 National health insurance, 2 Medical aids. |
References
- Alzheimer’s Disease International. World Alzheimer’s Report 2019. 2019. Available online: https://www.alzint.org/resource/world-alzheimer-report-2019 (accessed on 16 December 2023).
- Organization for Economic Co-operation and Development [OECD]. Health at a Glance 2019: OECD Indicators; OECD iLibrary: Paris, France, 2019. [Google Scholar]
- Joe, Y.T.; Kim, M.H. Sociological Perspectives on the Causes of Elderly Dementia. Korean J. Public Health 2007, 44, 155–163. [Google Scholar]
- Nurmi, J.E. Planning, motivation, and evaluation in orientation to the future: A latent structure analysis. Scand. J. Psychol. 1989, 30, 64–71. [Google Scholar] [CrossRef] [PubMed]
- Alloy, L.B.; Abramson, L.Y.; Metalsky, G.I.; Hartlage, S. The hopelessness theory of depression: Attributional aspects. Br. J. Clin. Psychol. 1988, 27, 5–21. [Google Scholar] [CrossRef] [PubMed]
- Scheier, M.F.; Carver, C.S. Dispositional optimism and physical health: A long look back, a quick look forward. Am. Psychol. 2018, 73, 1082–1094. [Google Scholar] [CrossRef] [PubMed]
- Malouff, J.M.; Schutte, N.S. Can psychological interventions increase optimism? A meta-analysis. J. Posit. Psychol. 2017, 12, 594–604. [Google Scholar] [CrossRef]
- Kim, J.H.; Kim, J.M. Subjective life expectancy is a risk factor for perceived health status and mortality. Health Qual. Life Outcomes 2017, 15, 190. [Google Scholar] [CrossRef] [PubMed]
- Park, C.L.; Moore, P.J.; Turner, R.A.; Adler, N.E. The roles of constructive thinking and optimism in psychological and behavioral adjustment during pregnancy. J. Pers. Soc. Psychol. 1997, 73, 584–592. [Google Scholar] [CrossRef]
- Ohannessian, C.M.; Hesselbrock, V.M.; Tennen, H.; Affleck, G. Hassles and uplifts and generalized outcome expectancies as moderators on the relation between a family history of alcoholism and drinking behaviors. J. Stud. Alcohol. 1994, 55, 754–763. [Google Scholar] [CrossRef] [PubMed]
- Kassem, A.M.; Ganguli, M.; Yaffe, K.; Hanlon, J.T.; Lopez, O.L.; Wilson, J.W.; Ensrud, K.; Cauley, J.A. Anxiety symptoms and risk of dementia and mild cognitive impairment in the oldest old women. Aging Ment. Health 2018, 22, 474–482. [Google Scholar] [CrossRef]
- Gulpers, B.; Ramakers, I.; Hamel, R.; Köhler, S.; Oude Voshaar, R.; Verhey, F. Anxiety as a Predictor for Cognitive Decline and Dementia: A Systematic Review and Meta-Analysis. Am. J. Geriatr. Psychiatry 2016, 24, 823–842. [Google Scholar] [CrossRef]
- Acosta, I.; Borges, G.; Aguirre-Hernandez, R.; Sosa, A.L.; Prince, M. Neuropsychiatric symptoms as risk factors of dementia in a Mexican population: A 10/66 Dementia Research Group study. Alzheimers Dement. 2018, 14, 271–279. [Google Scholar] [CrossRef] [PubMed]
- Santabárbara, J.; Villagrasa, B.; Lopez-Anton, R.; De la Cámara, C.; Gracia-García, P.; Lobo, A. Anxiety and Risk of Vascular Dementia in an Elderly Community Sample: The Role of Sex. Brain Sci. 2020, 10, 265. [Google Scholar] [CrossRef] [PubMed]
- Van Solinge, H.; Henkens, K. Living longer, working longer? The impact of subjective life expectancy on retirement intentions and behaviour. Eur. J. Public Health 2010, 20, 47–51. [Google Scholar] [CrossRef] [PubMed]
- Griffin, B.; Loh, V.; Hesketh, B. A mental model of factors associated with subjective life expectancy. Soc. Sci. Med. 2013, 82, 79–86. [Google Scholar] [CrossRef] [PubMed]
- Demakakos, P.; Biddulph, J.P.; de Oliveira, C.; Tsakos, G.; Marmot, M.G. Subjective social status and mortality: The English Longitudinal Study of Ageing. Eur. J. Epidemiol. 2018, 33, 729–739. [Google Scholar] [CrossRef] [PubMed]
- Martín-María, N.; Miret, M.; Caballero, F.F.; Rico-Uribe, L.A.; Steptoe, A.; Chatterji, S.; Ayuso-Mateos, J.L. The Impact of Subjective Well-being on Mortality: A Meta-Analysis of Longitudinal Studies in the General Population. Psychosom. Med. 2017, 79, 565–575. [Google Scholar] [CrossRef]
- Elder, T.E. The predictive validity of subjective mortality expectations: Evidence from the Health and Retirement Study. Demography 2013, 50, 569–589. [Google Scholar] [CrossRef]
- Choi, J.W.; Park, E.-C.; Chun, S.-Y.; Han, K.-T.; Han, E.; Kim, T.H. Health care utilization and costs among medical-aid enrollees, the poor not enrolled in medical-aid, and the near poor in South Korea. Int. J. Equity Health 2015, 14, 128. [Google Scholar] [CrossRef] [PubMed]
- Ku, I.; Kim, C.-O. Decomposition Analyses of the Trend in Poverty Among Older Adults: The Case of South Korea. J. Gerontol. B Psychol. Sci. Soc. Sci. 2020, 75, 684–693. [Google Scholar] [CrossRef]
- Kivipelto, M.; Helkala, E.L.; Laakso, M.P.; Hänninen, T.; Hallikainen, M.; Alhainen, K.; Soininen, H.; Tuomilehto, J.; Nissinen, A. Midlife vascular risk factors and Alzheimer’s disease in later life: Longitudinal, population based study. BMJ 2001, 322, 1447–1451. [Google Scholar] [CrossRef]
- Park, M.; Oh, D.; Moon, H. A Study on dementia related attitudes of the middle aged and their dementia preventive behaviors. J. Korea Contents Assoc. 2018, 18, 653–663. [Google Scholar]
- Choi, J.W.; Kim, J.-H.; Yoo, K.B. Subjective expectations for future and mortality among middle-aged and older adults. Medicine 2020, 99, e19421. [Google Scholar] [CrossRef] [PubMed]
- Lee, A.T.; Fung, A.W.; Richards, M.; Chan, W.C.; Chiu, H.F.; Lee, R.S.; Lam, L.C. Risk of incident dementia varies with different onset and courses of depression. J. Affect. Disord. 2021, 282, 915–920. [Google Scholar] [CrossRef] [PubMed]
- Lee, E.J.; Sung, M.H. Impacts of Aging Anxiety, Fear of Dementia, and Perception of Successful Aging on Health Promotion Behaviors among Middle-aged women. J. Learn. Cent. Curric. Instr. 2020, 20, 921–939. [Google Scholar]
- Kang, Y.; Na, D.-L.; Hahn, S. A validity study on the Korean Mini-Mental State Examination (K-MMSE) in dementia patients. J. Korean Neurol. Assoc. 1997, 15, 300–308. [Google Scholar]
- Folstein, M.F.; Folstein, S.E.; McHugh, P.R. Mini-Mental State Examination: MMSE User’s Guide; Psychology Assessment Resources: Lutz, FL, USA, 2000. [Google Scholar]
- Shin, M. Depressive symptoms with cognitive dysfunction increase the risk of cognitive impairment: Analysis of the Korean Longitudinal Study of Aging (KLoSA), 2006–2018. Int. Psychogeriatr. 2021, 33, 791–801. [Google Scholar] [CrossRef] [PubMed]
- Moon; Park, H.J.; Sohn, M. The impact of long-term care service on total lifetime medical expenditure among older adults with dementia. Soc. Sci. Med. 2021, 280, 114072. [Google Scholar] [CrossRef] [PubMed]
- Hua, C.L.; Cornell, P.Y.; Zimmerman, S.; Carder, P.; Thomas, K.S. Excess Mortality Among Assisted Living Residents With Dementia During the COVID-19 Pandemic. J. Am. Med. Dir. Assoc. 2022, 23, 1743–1749.e6. [Google Scholar] [CrossRef] [PubMed]
- Mirowsky, J.; Ross, C.E. Socioeconomic status and subjective life expectancy. Soc. Psychol. Q. 2000, 63, 133–151. [Google Scholar] [CrossRef]
- Popham, F.; Mitchell, R. Self-rated life expectancy and lifetime socio-economic position: Cross-sectional analysis of the British household panel survey. Int. J. Epidemiol. 2007, 36, 58–65. [Google Scholar] [CrossRef]
- Rappange, D.R.; van Exel, J.; Brouwer, W.B.F. A short note on measuring subjective life expectancy: Survival probabilities versus point estimates. Eur. J. Health Econ. 2017, 18, 7–12. [Google Scholar] [CrossRef] [PubMed]
- Rappange, D.R.; Brouwer, W.B.; van Exel, J. Rational expectations? An explorative study of subjective survival probabilities and lifestyle across Europe. Health Expect. 2016, 19, 121–137. [Google Scholar] [CrossRef] [PubMed]
- Irby-Shasanmi, A. Predictors of subjective life expectancy among African Americans. Res. Aging 2013, 35, 322–347. [Google Scholar] [CrossRef]
- Alnijadi, A.A.; Li, M.; Wu, J.; Xiong, X.; Lu, Z.K. Trend and effects of high-deductible health insurance plans in the health care system: Financial access problems in management of cognitive impairment. J. Manag. Care Spec. Pharm. 2022, 28, 7–15. [Google Scholar] [CrossRef]
- Bohlken, J.; Jacob, L.; Kostev, K. Progression of mild cognitive impairment to dementia in German specialist practices. Dementia 2019, 18, 380–390. [Google Scholar] [CrossRef]
- Jun, H.; Aguila, E. Private Insurance and Mental Health among Older Adults with Multiple Chronic Conditions: A Longitudinal Analysis by Race and Ethnicity. Int. J. Env. Res. Public Health 2021, 18, 2615. [Google Scholar] [CrossRef]
- Peng, C.; Burr, J.A.; Han, S.H. Cognitive function and cognitive decline among older rural Chinese adults: The roles of social support, pension benefits, and medical insurance. Aging Ment. Health 2022, 27, 771–779. [Google Scholar] [CrossRef]
- OECD. Chapter 3—Design of pension system. In Pensions at a Glance 2021: OECD and G20 Indicators; OECD iLibrary: Paris, France, 2022. [Google Scholar]
- Lee, J.; Kim, M.H. The effect of employment transitions on physical health among the elderly in South Korea: A longitudinal analysis of the Korean Retirement and Income Study. Soc. Sci. Med. 2017, 181, 122–130. [Google Scholar] [CrossRef]
- Vercambre, M.-N.; Okereke, O.I.; Kawachi, I.; Grodstein, F.; Kang, J.H. Self-Reported Change in Quality of Life with Retirement and Later Cognitive Decline: Prospective Data from the Nurses’ Health Study. J. Alzheimers Dis. 2016, 52, 887–898. [Google Scholar] [CrossRef]
- National Health Insurance Service [NHIS]. 2022. Available online: https://www.longtermcare.or.kr/npbs/e/b/101/npeb101m01.web?menuId=npe0000000030 (accessed on 8 January 2024).
2008 | ||
---|---|---|
n | % | |
Total | 4116 | 100.0 |
Sex | ||
Male | 1729 | 46.2 |
Female | 2387 | 53.8 |
Age group | ||
55–64 | 2770 | 76.7 |
65–75 | 1110 | 19.7 |
75+ | 236 | 3.6 |
Marital status | ||
Married | 3509 | 86.6 |
Single/divorced/widowed | 607 | 13.4 |
Monthly income | ||
High | 1011 | 28.2 |
Middle–high | 1090 | 28.8 |
Middle–low | 1181 | 26.7 |
Low | 834 | 16.3 |
Level of education | ||
College and higher | 405 | 12.3 |
High school | 1262 | 35.2 |
Under middle school | 2449 | 52.5 |
Health insurance | ||
NHI 1 | 3961 | 96.2 |
MA 2 | 155 | 3.8 |
Drinking | ||
No | 2480 | 56.7 |
Yes | 1636 | 43.3 |
Smoking | ||
No | 3395 | 79.7 |
Yes | 721 | 20.3 |
Health status | ||
Good | 1650 | 44.6 |
Moderate | 1577 | 36.3 |
Poor | 889 | 19.1 |
Chronic diseases | ||
No | 2046 | 54.1 |
Yes | 2070 | 45.9 |
2008 | 2020 | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Dementia | Mild Cognitive Impairment | Normal | p | Dementia | Mild Cognitive Impairment | Normal | p | |||||||
n | % | n | % | n | % | n | % | n | % | n | % | |||
Total | 136 | 2.5 | 581 | 11.9 | 3399 | 85.6 | 404 | 7.7 | 845 | 18.4 | 2733 | 73.9 | ||
Sex | ||||||||||||||
Male | 21 | 0.8 | 138 | 6.3 | 1570 | 92.9 | <0.001 | 109 | 4.3 | 322 | 17.0 | 1239 | 78.7 | <0.001 |
Female | 115 | 3.9 | 443 | 16.5 | 1829 | 79.6 | 295 | 10.7 | 523 | 19.5 | 1494 | 69.8 | ||
Age group (years) | ||||||||||||||
55–64 | 25 | 0.8 | 232 | 7.5 | 2513 | 91.7 | <0.001 | 12 | 1.1 | 83 | 9.5 | 865 | 89.4 | <0.001 |
65–75 | 71 | 6.2 | 268 | 24.8 | 771 | 69.0 | 54 | 3.4 | 276 | 16.7 | 1150 | 79.9 | ||
75+ | 40 | 17.8 | 81 | 35.0 | 115 | 47.2 | 338 | 22.5 | 486 | 32.0 | 718 | 45.5 | ||
Marital status | ||||||||||||||
Married | 83 | 1.8 | 431 | 10.2 | 2995 | 88.0 | <0.001 | 181 | 4.1 | 549 | 16.2 | 2233 | 79.7 | <0.001 |
Single/divorced/widowed | 53 | 7.0 | 150 | 22.5 | 404 | 70.5 | 223 | 19.1 | 296 | 25.1 | 500 | 55.8 | ||
Monthly income | ||||||||||||||
High | 8 | 0.5 | 64 | 5.2 | 939 | 94.3 | <0.001 | 50 | 3.8 | 99 | 10.7 | 650 | 85.5 | <0.001 |
Middle–high | 20 | 1.3 | 101 | 8.5 | 969 | 90.2 | 44 | 3.3 | 156 | 15.0 | 753 | 81.7 | ||
Middle–low | 32 | 2.2 | 195 | 14.5 | 954 | 83.3 | 79 | 6.6 | 205 | 19.1 | 706 | 74.3 | ||
Low | 76 | 8.5 | 221 | 25.0 | 537 | 66.5 | 229 | 17.6 | 383 | 29.5 | 617 | 52.9 | ||
Level of education | ||||||||||||||
College and higher | 0 | 0.0 | 8 | 1.7 | 397 | 98.3 | <0.001 | 8 | 1.8 | 41 | 9.7 | 352 | 88.5 | <0.001 |
High school | 4 | 0.2 | 61 | 4.5 | 1197 | 95.3 | 32 | 2.0 | 136 | 9.8 | 1052 | 88.2 | ||
Under middle school | 132 | 4.6 | 512 | 19.2 | 1805 | 76.2 | 364 | 13.5 | 668 | 26.9 | 1329 | 59.6 | ||
Health insurance | ||||||||||||||
NHI 1 | 120 | 2.3 | 541 | 11.4 | 3300 | 86.3 | <0.001 | 366 | 7.2 | 790 | 17.8 | 2652 | 75.0 | <0.001 |
MA 2 | 16 | 8.5 | 40 | 23.6 | 99 | 67.8 | 38 | 18.8 | 55 | 29.1 | 81 | 52.1 | ||
Drinking | ||||||||||||||
No | 109 | 3.4 | 442 | 15.7 | 1929 | 80.8 | <0.001 | 374 | 10.7 | 662 | 20.3 | 1805 | 69.0 | <0.001 |
Yes | 27 | 1.2 | 139 | 6.8 | 1470 | 91.9 | 30 | 1.7 | 183 | 14.5 | 928 | 83.8 | ||
Smoking | ||||||||||||||
No | 128 | 2.9 | 519 | 13.1 | 2748 | 84.0 | <0.001 | 385 | 8.0 | 810 | 19.3 | 2501 | 72.7 | <0.001 |
Yes | 8 | 0.9 | 62 | 6.9 | 651 | 92.2 | 19 | 5.1 | 35 | 9.5 | 232 | 85.4 | ||
Health status | ||||||||||||||
Good | 11 | 0.5 | 71 | 3.5 | 1568 | 96.0 | <0.001 | 25 | 1.8 | 97 | 8.6 | 844 | 89.6 | <0.001 |
Moderate | 55 | 2.8 | 263 | 14.8 | 1259 | 82.4 | 104 | 4.1 | 407 | 18.7 | 1427 | 77.3 | ||
Poor | 70 | 6.7 | 247 | 25.6 | 572 | 67.7 | 275 | 23.3 | 341 | 29.4 | 462 | 47.4 | ||
Chronic diseases | ||||||||||||||
No | 27 | 1.0 | 189 | 7.5 | 1830 | 91.5 | <0.001 | 34 | 2.1 | 131 | 10.4 | 860 | 87.5 | <0.001 |
Yes | 109 | 4.3 | 392 | 17.0 | 1569 | 78.7 | 370 | 10.0 | 714 | 21.6 | 1873 | 68.4 |
Sex | Total | Men | Women | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Dementia | Mild Cognitive Impairment | Dementia | Mild Cognitive Impairment | Dementia | Mild Cognitive Impairment | |||||||
OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |
Total | 1.05 | 1.03–1.06 | 1.02 | 1.01–1.03 | 1.03 | 1.01–1.05 | 1.03 | 1.02–1.05 | 1.05 | 1.04–1.06 | 1.03 | 1.02–1.04 |
Income | 1.05 | 1.02–1.07 | 1.03 | 1.02–1.05 | 0.99 | 0.95–1.04 | 1.03 | 1.01–1.05 | 1.07 | 1.03–1.09 | 1.04 | 1.01–1.05 |
Workability | 1.00 | 0.97–1.04 | 1.03 | 1.02–1.06 | 0.99 | 0.93–1.07 | 1.05 | 1.01–1.09 | 1.01 | 0.97–1.05 | 1.05 | 1.02–1.08 |
Life expectancy | 1.08 | 1.05–1.12 | 1.06 | 1.04–1.08 | 1.10 | 1.04–1.19 | 1.07 | 1.03–1.11 | 1.07 | 1.03–1.11 | 1.05 | 1.02–1.08 |
Standard of living | 1.01 | 0.96–1.06 | 0.97 | 0.94–1.01 | 0.99 | 0.89–1.09 | 0.97 | 0.91–1.03 | 1.01 | 0.96–1.08 | 0.98 | 0.94–1.02 |
National policies | 1.17 | 1.12–1.22 | 1.10 | 1.07–1.13 | 1.18 | 1.08–1.29 | 1.12 | 1.06–1.18 | 1.18 | 1.11–1.24 | 1.09 | 1.06–1.13 |
Recession | 0.99 | 0.95–1.03 | 1.04 | 1.01–1.06 | 1.01 | 0.94–1.07 | 1.03 | 0.99–1.07 | 0.99 | 0.95–1.04 | 1.04 | 1.01–1.07 |
Real estate market | 0.98 | 0.94–1.02 | 0.99 | 0.97–1.01 | 0.96 | 0.89–1.04 | 0.96 | 0.92–1.00 | 0.98 | 0.93–1.03 | 0.99 | 0.96–1.02 |
Age | 45–64 | 65–74 | 75+ | |||||||||
Dementia | Mild cognitive impairment | Dementia | Mild cognitive impairment | Dementia | Mild cognitive impairment | |||||||
OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |
Total | 1.05 | 1.02–1.09 | 1.04 | 1.02–1.05 | 1.04 | 1.02–1.06 | 1.03 | 1.02–1.04 | 1.05 | 1.03–1.06 | 1.03 | 1.02–1.04 |
Income | 0.96 | 0.91–1.02 | 1.01 | 0.99–1.04 | 1.03 | 0.98–1.07 | 1.05 | 1.03–1.07 | 1.09 | 1.05–1.13 | 1.06 | 1.03–1.09 |
Workability | 0.98 | 0.91–1.06 | 1.08 | 1.04–1.12 | 1.02 | 0.96–1.08 | 1.01 | 0.98–1.04 | 1.00 | 0.95–1.06 | 1.00 | 0.96–1.03 |
Life expectancy | 1.15 | 1.05–1.26 | 1.06 | 1.01–1.10 | 1.09 | 1.02–1.16 | 1.07 | 1.04–1.10 | 1.06 | 1.01–1.10 | 1.03 | 1.01–1.07 |
Standard of living | 1.09 | 0.94–1.27 | 0.96 | 0.90–1.03 | 0.91 | 0.83–0.99 | 0.96 | 0.91–1.01 | 1.02 | 0.96–1.09 | 1.00 | 0.95–1.06 |
National policies | 1.16 | 1.02–1.32 | 1.13 | 1.07–1.19 | 1.18 | 1.10–1.28 | 1.08 | 1.04–1.13 | 1.15 | 1.08–1.23 | 1.08 | 1.03–1.14 |
Recession | 0.97 | 0.88–1.08 | 1.02 | 0.99–1.07 | 1.00 | 0.94–1.07 | 1.06 | 1.02–1.10 | 0.98 | 0.93–1.03 | 1.00 | 0.96–1.05 |
Real estate market | 1.06 | 0.94–1.18 | 0.98 | 0.93–1.02 | 0.99 | 0.93–1.07 | 0.99 | 0.95–1.02 | 0.93 | 0.88–0.99 | 0.98 | 0.93–1.02 |
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Sohn, M.; Che, X.; Park, H.-J. Effects of Future Subjective Expectations on Cognitive Decline and Dementia among Middle-Aged and Older Adults. Behav. Sci. 2024, 14, 421. https://doi.org/10.3390/bs14050421
Sohn M, Che X, Park H-J. Effects of Future Subjective Expectations on Cognitive Decline and Dementia among Middle-Aged and Older Adults. Behavioral Sciences. 2024; 14(5):421. https://doi.org/10.3390/bs14050421
Chicago/Turabian StyleSohn, Minsung, Xianhua Che, and Hee-Jung Park. 2024. "Effects of Future Subjective Expectations on Cognitive Decline and Dementia among Middle-Aged and Older Adults" Behavioral Sciences 14, no. 5: 421. https://doi.org/10.3390/bs14050421
APA StyleSohn, M., Che, X., & Park, H. -J. (2024). Effects of Future Subjective Expectations on Cognitive Decline and Dementia among Middle-Aged and Older Adults. Behavioral Sciences, 14(5), 421. https://doi.org/10.3390/bs14050421