Marital Status, Living Arrangements and Mortality at Older Ages in Chile, 2004–2016
Abstract
:1. Introduction
1.1. Population Aging and the Transformation of Marriage Patterns and Living Arrangements in Chile
1.2. Aims and Hypotheses
- To examine the association between marital status, living arrangements and mortality in the older adult population.
- To examine the degree to which the association between marital status, living arrangements and mortality is moderated by socioeconomic factors and health behavior of the elderly.
- To examine the joint role of marital status and living arrangements on the mortality of the older adult population.
2. Materials and Methods
2.1. Variables
2.2. Analytical Strategy
3. Results
4. Discussion
4.1. Marital Status and Mortality at Older Ages
4.2. Living Arrangements and Mortality Risks
4.3. Marital Status, Living Arrangements, and Mortality at Older Ages in Chile
4.4. Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Umberson, D. Family Status and Health Behaviors: Social Control as a Dimension of Social Integration. J. Health Soc. Behav. 1987, 28, 306. [Google Scholar] [CrossRef]
- House, J.S.; Landis, K.R.; Umberson, D. Social relationships and health. Science 1988, 241, 540–545. [Google Scholar] [CrossRef] [PubMed]
- Sabin, E.P. Social Relationships and Mortality among the Elderly. J. Appl. Gerontol. 1993, 12, 44–60. [Google Scholar] [CrossRef]
- Uchino, B.N. Social Support and Physical Health; Yale University Press: New Haven, CT, USA, 2014. [Google Scholar]
- Holt-Lunstad, J.; Smith, T.B.; Layton, J.B. Social Relationships and Mortality Risk: A Meta-analytic Review. PLOS Med. 2010, 7, e1000316. [Google Scholar] [CrossRef]
- Joung, I. Marital Status and Health: Descriptive and Explanatory Studies; Erasmus Universiteit Rotterdam: Rotterdam, The Netherlands, 1996. [Google Scholar]
- Gove, W.R. Sex, marital status, and mortality. AJS 1973, 79, 45–67. [Google Scholar] [CrossRef] [PubMed]
- Hu, Y.; Goldman, N. Mortality Differentials by Marital Status: An International Comparison. Demography 1990, 27, 233–250. [Google Scholar] [CrossRef]
- Goldman, N.; Hu, Y. Excess mortality among the unmarried: A case study of Japan. Soc. Sci. Med. 1993, 36, 533–546. [Google Scholar] [CrossRef]
- Goldman, N.; Korenman, S.; Weinstein, R. Marital status and health among the elderly. Soc. Sci. Med. 1995, 40, 1717–1730. [Google Scholar] [CrossRef]
- Rendall, M.S.; Weden, M.M.; Favreault, M.M.; Waldron, H. The Protective Effect of Marriage for Survival: A Review and Update. Demography 2011, 48, 481–506. [Google Scholar] [CrossRef] [PubMed]
- Valkonen, T.; Martikainen, P.; Blomgren, J. Increasing excess mortality among non-married elderly people in developed countries. Demogr. Res. 2004, 10 (Suppl. 2), 305–330. [Google Scholar] [CrossRef]
- Martikainen, P.; Martelin, T.; Nihtilä, E.; Majamaa, K.; Koskinen, S. Differences in mortality by marital status in Finland from 1976 to 2000: Analyses of changes in marital-status distributions, socio-demographic and household composition, and cause of death. Popul. Stud. 2005, 59, 99–115. [Google Scholar] [CrossRef]
- Manzoli, L.; Villari, P.; Pirone, G.M.; Boccia, A. Marital status and mortality in the elderly: A systematic review and meta-analysis. Soc. Sci. Med. 2007, 64, 77–94. [Google Scholar] [CrossRef] [PubMed]
- Henretta, J.C. Lifetime Marital History and Mortality after Age 50. J. Aging Health 2010, 22, 1198–1212. [Google Scholar] [CrossRef]
- Drefahl, S. Do the Married Really Live Longer? The Role of Cohabitation and Socioeconomic Status. J. Marriage Fam. 2012, 74, 462–475. [Google Scholar] [CrossRef]
- Staehelin, K.; Schindler, C.; Spoerri, A.; Stutz, E.Z. Marital status, living arrangement and mortality: Does the association vary by gender? J. Epidemiol. Community Health 2012, 66, e22. [Google Scholar] [CrossRef] [PubMed]
- Zueras, P.; Rutigliano, R.; Trias-Llimós, S. Marital status, living arrangements, and mortality in middle and older age in Europe. Int. J. Public Health 2020, 65, 627–636. [Google Scholar] [CrossRef] [PubMed]
- Zhu, H.; Gu, D. The Protective Effect of Marriage on Health and Survival: Does It Persist at Oldest-Old Ages? J. Popul. Ageing 2011, 3, 161–182. [Google Scholar] [CrossRef]
- Manor, O.; Eisenbach, Z.; Peritz, E.; Friedlander, Y. Mortality differentials among Israeli men. Am. J. Public Health 1999, 89, 1807. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ikeda, A.; Iso, H.; Toyoshima, H.; Fujino, Y.; Mizoue, T.; Yoshimura, T.; Inaba, Y.; Tamakoshi, A.; JACC Study Group. Marital status and mortality among Japanese men and women: The Japan Collaborative Cohort Study. BMC Public Health 2007, 7, 73. [Google Scholar] [CrossRef] [Green Version]
- Kandler, U.; the KORA Study Group; Meisinger, C.; Baumert, J.; Löwel, H. Living alone is a risk factor for mortality in men but not women from the general population: A prospective cohort study. BMC Public Health 2007, 7, 335. [Google Scholar] [CrossRef] [PubMed]
- Scafato, E.; Galluzzo, L.; Gandin, C.; Ghirini, S.; Baldereschi, M.; Capurso, A.; Maggi, S.; Farchi, G.; for the ILSA Working Group. Marital and cohabitation status as predictors of mortality: A 10-year follow-up of an Italian elderly cohort. Soc. Sci. Med. 2008, 67, 1456–1464. [Google Scholar] [CrossRef] [PubMed]
- Dupre, M.E.; Beck, A.N.; Meadows, S.O. Marital Trajectories and Mortality among US Adults. Am. J. Epidemiol. 2009, 170, 546–555. [Google Scholar] [CrossRef] [Green Version]
- Poulain, M.; Dal, L.; Herm, A. Mortality risk by living arrangements for the elderly Belgian population. Quetelet J. 2016, 4, 29–56. [Google Scholar] [CrossRef] [Green Version]
- Williams, K.; Umberson, D. Marital Status, Marital Transitions, and Health: A Gendered Life Course Perspective. J. Health Soc. Behav. 2004, 45, 81. [Google Scholar] [CrossRef] [PubMed]
- Munch, J.R.; Svarer, M. Mortality and socio-economic differences in Denmark: A competing risks proportional hazard model. Econ. Hum. Biol. 2005, 3, 17–32. [Google Scholar] [CrossRef] [PubMed]
- Poulain, M.; Dal, L.; Herm, A. Trends in living arrangements and their impact on the mortality of older adults: Belgium 1991–2012. Demogr. Res. 2020, 43, 401–430. [Google Scholar] [CrossRef]
- Herm, A.; Anson, J.; Poulain, M. Living arrangements and marital status: A register-based study of survival of older adults in Belgium at the beginning of the 21st century. Ageing Soc. 2016, 36, 2141–2162. [Google Scholar] [CrossRef]
- Robards, J.; Evandrou, M.; Falkingham, J.; Vlachantoni, A. Marital status, health and mortality. Maturitas 2012, 73, 295. [Google Scholar] [CrossRef] [PubMed]
- Palloni, A. Living Arrangements of Older Persons. 2002. Available online: https://cde.wisc.edu/wp-content/uploads/sites/839/2019/01/cde-working-paper-2000-02.pdf (accessed on 25 September 2022).
- Grundy, E. The living arrangements of elderly people. Rev. Clin. Gerontol. 1992, 2, 353–361. [Google Scholar] [CrossRef] [PubMed]
- Saad, P. Transferencias informales de apoyo de los adultos mayores en América Latina y el Caribe: Estudio comparativo de encuestas SABE. Notas Poblac. 2003, 77, 175–218. [Google Scholar]
- Lund, R.; Due, P.; Modvig, J.; Holstein, B.E.; Damsgaard, M.T.; Andersen, P.K. Cohabitation and marital status as predictors of mortality—An eight year follow-up study. Soc. Sci. Med. 2002, 55, 673–679. [Google Scholar] [CrossRef]
- Koskinen, S.; Joutsenniemi, K.; Martelin, T.; Martikainen, P. Mortality differences according to living arrangements. Int. J. Epidemiol. 2007, 36, 1255–1264. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Davis, M.A.; Neuhaus, J.M.; Moritz, D.J.; Segal, M.R. Living arrangements and survival among middle-aged and older adults in the NHANES I epidemiologic follow-up study. Am. J. Public Health 1992, 82, 401–406. [Google Scholar] [CrossRef] [Green Version]
- Davis, M.A.; Moritz, D.J.; Neuhaus, J.M.; Barclay, J.D.; Gee, L. Living arrangements, changes in living arrangements, and survival among community dwelling older adults. Am. J. Public Health 1997, 87, 371. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ho, S.-H. Survival Analysis of Living Arrangements and Health Care Utilization in Terms of Total Mortality among the Middle Aged and Elderly in Taiwan. J. Nurs. Res. 2008, 16, 160–168. [Google Scholar] [CrossRef] [PubMed]
- Li, L.W.; Zhang, J.; Liang, J. Health among the oldest-old in China: Which living arrangements make a difference? Soc. Sci. Med. 2009, 68, 220–227. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ng, T.P.; Jin, A.; Feng, L.; Nyunt, M.S.Z.; Chow, K.Y.; Feng, L.; Fong, N.P. Mortality of older persons living alone: Singapore Longitudinal Ageing Studies. BMC Geriatr. 2015, 15, 126. [Google Scholar] [CrossRef] [Green Version]
- Tacla Chamy, O.; Pujol, J.M. Chile: Tablas Abreviadas de Mortalidad, 1952–1953 y 1960–1961; Serie C. CELADE: Santiago, Chile, 1965; Volume 11. [Google Scholar]
- PNUD P de las NU para el D. Informe Sobre Desarrollo Humano 2015 [Internet]. Nueva York. 2015. Available online: http://hdr.undp.org (accessed on 3 July 2022).
- Servicio Nacional de Estadística y Censos. Censo General de Población y Vivienda 1952. Santiago. 1952. Available online: http://www.memoriachilena.gob.cl/602/w3-article-86205.html (accessed on 26 August 2022).
- Instituto Nacional de Estadísticas (INE). Proyecciones de Población. Available online: https://www.ine.cl/estadisticas/sociales/demografia-y-vitales/proyecciones-de-poblacion (accessed on 26 August 2022).
- United Nations—Population Division. World Population Prospects 2019. Available online: https://population.un.org/wpp/ (accessed on 17 February 2019).
- Rodríguez, J. Cohabitación en América Latina: ¿modernidad, exclusión o diversidad? Pap. Poblac 2004, 10, 97–145. [Google Scholar]
- Binstock, G.; Melo Viera, J. La nupcialidad en el Cono Sur: Evolución reciente en la formación de uniones en Argentina, Chile y Uruguay. In Nupcialidad y Familia en la América Latina Actual; Binstock, G., Melo Viera, J., Eds.; Serie Investigaciones N°11; Asociación Latinoamericana de Población (ALAP): Río de Janeiro, Brasil, 2011; pp. 35–60. [Google Scholar]
- Ministerio de Desarrollo Social y Familia, Encuesta de Caracterización Socioeconómica Nacional, CASEN [Internet]. Santiago de Chile. 2017. Available online: http://observatorio.ministeriodesarrollosocial.gob.cl/encuesta-casen-2017 (accessed on 16 August 2022).
- Quilodrán, J. Un modelo de nupcialidad postransicional en América Latina? In Nupcialidad y Familia en América Latina Actual; Binstock, G., Melo, J., Eds.; UNFPA—ALAP: Rio de Janeiro, Brazil, 2011; pp. 11–31. Available online: https://docplayer.es/35636073-Un-modelo-de-nupcialidad-postransicional-en-america-latina-1.html (accessed on 22 September 2022).
- Lopez, L.; Spijket, J.; Esteve, A. Edad de entrada en unión y expansión educativa en América Latina, 1970–2000. In Nupcialidad y Familia en la América Latina Actual, 1st ed.; Binstock, G., Melo Viera, J., Eds.; UNFPA—ALAP: Rio de Janeiro, Brazil, 2011. [Google Scholar]
- Peláez, E.; Féliz-Ferreras, J. Transición demográfica y arreglos residenciales de los adultos mayores en República Dominicana y Argentina. Pap. Poblac 2002, 63, 85–115. [Google Scholar]
- United Nations. Living Arrangements of Older Persons | Population Division. Population Division. 2019. Available online: https://www.un.org/development/desa/pd/data/living-arrangements-older-persons (accessed on 22 September 2022).
- Bravo, D.; Behrman, J.; Mitchell, O.; Todd, P. Encuesta de Protección Social 2004: Presentación General y Principales Resultados. 2006. Available online: https://www.previsionsocial.gob.cl/sps/download/estudios-previsionales/encuesta-de-proteccion-social/documentos-eps/documentos-eps-2004/libro-eps-2004.pdf (accessed on 4 April 2022).
- Rodríguez, G. Lecture Notes on Generalized Linear Models. 2007. Available online: https://data.princeton.edu/wws509/notes/ (accessed on 12 September 2022).
- Östergren, O. Educational inequalities in mortality are larger at low levels of income: A register-based study on premature mortality among 2.3 million Swedes, 2006–2009. SSM-Popul. Health 2018, 5, 122–128. [Google Scholar] [CrossRef]
- Turra, C.M.; Goldman, N. Socioeconomic Differences in Mortality among U.S. Adults: Insights into the Hispanic Paradox. 2007. Available online: https://academic.oup.com/psychsocgerontology/article/62/3/S184/600844 (accessed on 12 September 2022).
- Karas Montez, J.; Zajacova, A.; Hayward, M.D.; Woolf, S.H.; Chapman, D.; Beckfield, J. Educational Disparities in Adult Mortality Across U.S. States: How Do They Differ, and Have They Changed Since the Mid-1980s? HHS Public Access. Demogr. 2019, 56, 621–644. [Google Scholar]
- Martikainen, P. Socioeconomic mortality differentials in men and women according to own and spouse’s characteristics in Finland. Sociol. Health Illn. 1995, 17, 353–375. [Google Scholar] [CrossRef]
- Gomes, M.M.F.; Turra, C.M.; Fígoli, M.G.B.; Duarte, Y.A.O.; Lebrão, M.L. Associação entre mortalidade e estado marital: Uma análise para idosos residentes no Município de São Paulo, Brasil, Estudo SABE, 2000 e 2006. Cad. Saude Publica 2013, 29, 566–578. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Barros, V. El Matrimonio en el Mundo Actual; Universidad de Chile: Santiago, Chile, 2001. [Google Scholar]
- Feng, Z.; Falkingham, J.; Liu, X.; Vlachantoni, A. Changes in living arrangements and mortality among older people in China. SSM-Popul. Health 2017, 3, 9–19. [Google Scholar] [CrossRef] [PubMed]
Variables | Alone (%) | With Partner and Children (%) | With Partner (%) | With Children (%) | Partner and Others (%) | Children and Family Member (%) | Other Members (%) | Total (%) |
---|---|---|---|---|---|---|---|---|
Living arrangement | 10.2 | 17.4 | 15.9 | 5.6 | 27.5 | 12.5 | 10.9 | 100.0 |
Marital Status | ||||||||
Married | 3.5 | 93.6 | 93.6 | 4.4 | 92.9 | 3.1 | 3.5 | 58.0 |
separated-divorced | 19.1 | 1.6 | 0.5 | 18.5 | 1.6 | 16.2 | 6.3 | 6.5 |
Widowed | 46.1 | 3.9 | 5.2 | 68.3 | 4.7 | 65.0 | 32.3 | 23.0 |
Single | 31.3 | 0.9 | 0.7 | 8.8 | 0.8 | 15.7 | 57.9 | 12.5 |
Sex | ||||||||
Male | 41.5 | 61.5 | 56.6 | 20.0 | 65.6 | 22.3 | 31.3 | 49.3 |
Female | 58.5 | 38.5 | 43.4 | 80.0 | 34.4 | 77.7 | 68.7 | 50.7 |
Age | ||||||||
60–69 years | 43.7 | 67.5 | 51.9 | 48.3 | 59.3 | 40.9 | 45.6 | 53.6 |
70 or more years | 56.3 | 32.5 | 48.1 | 51.7 | 40.7 | 59.1 | 54.4 | 46.4 |
Education | ||||||||
0–4 years | 46.9 | 31.4 | 40.8 | 41.0 | 41.3 | 48.6 | 40.9 | 40.9 |
5–8 years | 28.3 | 34.0 | 30.1 | 34.6 | 33.4 | 32.8 | 27.3 | 31.8 |
9–12 years | 20.0 | 25.5 | 21.3 | 18.1 | 20.6 | 16.6 | 21.5 | 21.0 |
13+ years | 4.8 | 9.1 | 7.8 | 6.3 | 4.7 | 2.0 | 10.3 | 6.3 |
Social Participation | ||||||||
No | 68.5 | 68.4 | 65.9 | 70.7 | 69.2 | 68.7 | 70.7 | 68.7 |
Yes | 31.5 | 31.6 | 34.1 | 29.3 | 30.8 | 31.3 | 29.3 | 31.3 |
Exercise | ||||||||
No | 87.2 | 83.1 | 84.6 | 87.3 | 86.9 | 87.9 | 84.1 | 85.8 |
Low Frequency | 6.0 | 8.0 | 6.6 | 5.4 | 4.9 | 4.4 | 6.4 | 5.9 |
High Frequency | 6.8 | 8.9 | 8.8 | 7.3 | 8.2 | 7.7 | 9.5 | 8.3 |
Functional Limitations | ||||||||
No | 80.3 | 88.1 | 78.4 | 74.6 | 79.9 | 70.9 | 79.0 | 79.6 |
Yes | 19.7 | 11.9 | 21.6 | 25.4 | 20.1 | 29.1 | 21.0 | 20.4 |
Sample Size (N°) | 371 | 636 | 578 | 205 | 1001 | 457 | 399 | 3647 |
Person Years (N°) | 3759 | 6887 | 6272 | 2178 | 10,589 | 4602 | 3974 | 38,160 |
Deaths (N°) | 167 | 221 | 233 | 77 | 400 | 204 | 178 | 1480 |
Variables | Model 1 IRR | Model 2 IRR | Model 3 IRR | Model 4 IRR | Model 5 IRR | Model 6 IRR |
---|---|---|---|---|---|---|
Marital Status | ||||||
Married (ref) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
separated-divorced | 1.208 | 1.208 | 1.225 | 1.199 | 1.210 | 1.256 ɫ |
Widowed | 1.349 *** | 1.479 *** | 1.415 *** | 1.418 *** | 1.411 *** | 1.343 *** |
Single | 1.168 ɫ | 1.341 *** | 1.341 *** | 1.326 *** | 1.339 *** | 1.359 *** |
Sex | ||||||
Male (ref.) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | |
Female | 0.554 *** | 0.561 *** | 0.574 *** | 0.565 *** | 0.525 *** | |
Age | ||||||
60–69 years (ref.) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | |
70 or more years | 3.478 *** | 3.400 *** | 3.400 *** | 3.415 *** | 3.173 *** | |
Education | ||||||
0–4 years (ref.) | 1.000 | 1.000 | 1.000 | 1.000 | ||
5–8 years | 0.800 *** | 0.802 *** | 0.812 *** | 0.862 ** | ||
9–12 years | 0.711 *** | 0.710 *** | 0.730 *** | 0.787 ** | ||
13+ years | 0.640 *** | 0.653 ** | 0.698 ** | 0.783 ɫ | ||
Social Participation | ||||||
No (ref.) | 1.000 | 1.000 | 1.000 | |||
Yes | 0.776 *** | 0.805 *** | 0.808 ** | |||
Physical Activity | ||||||
No (ref.) | 1.000 | 1.000 | ||||
Low Frequency | 0.794 ɫ | 0.857 | ||||
High Frequency | 0.671 *** | 0.730 ** | ||||
Functional Limitations | ||||||
No (ref.) | 1.000 | |||||
Yes | 2.164 *** |
Variables | Model 1 IRR | Model 2 IRR | Model 3 IRR | Model 4 IRR | Model 5 IRR | Model 6 IRR |
---|---|---|---|---|---|---|
Living arrangement | ||||||
With partner and children (ref.) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Alone | 1.350 ** | 1.275 * | 1.220 ɫ | 1.227 ɫ | 1.215 ɫ | 1.148 |
With partner | 1.143 | 1.013 | 0.997 | 1.000 | 0.999 | 0.907 |
With children | 1.157 | 1.321 * | 1.281 ɫ | 1.266 ɫ | 1.270 ɫ | 1.115 |
Partner and others | 1.136 | 1.015 | 0.980 | 0.981 | 0.976 | 0.902 |
Children and family member | 1.361 ** | 1.435 *** | 1.330 ** | 1.326 ** | 1.346 ** | 1.220 |
Other arrangements | 1.349 ** | 1.384 ** | 1.367 ** | 1.352 ** | 1.338 ** | 1.329 * |
Sex | ||||||
Male (ref.) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | |
Female | 0.565 *** | 0.570 *** | 0.584 *** | 0.572 *** | 0.526 *** | |
Age | ||||||
60–69 years (ref.) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | |
70 or more years | 3.520 *** | 3.436 *** | 3.437 *** | 3.451 *** | 3.201 *** | |
Education | ||||||
0–4 years (ref.) | 1.000 | 1.000 | 1.000 | 1.000 | ||
5–8 years | 0.802 *** | 0.805 *** | 0.816 *** | 0.867 * | ||
9–12 years | 0.704 *** | 0.702 *** | 0.724 *** | 0.781 ** | ||
13+ years | 0.625 *** | 0.638 *** | 0.685 ** | 0.799 ɫ | ||
Social Participation | ||||||
No (ref.) | 1.000 | 1.000 | 1.000 | |||
Yes | 0.780*** | 0.808 *** | 0.811 ** | |||
Physical Activity | ||||||
No (ref.) | 1.000 | 1.000 | ||||
Low Frequency | 0.791ɫ | 0.854 | ||||
High Frequency | 0.667 *** | 0.728 ** | ||||
Functional Limitations | ||||||
No (ref.) | 1.000 | |||||
Yes | 2.211 *** |
Variables | Model 1 IRR | Model 2 IRR |
---|---|---|
Marital Status | ||
Married (ref) | 1.000 | 1.000 |
separated-divorced | 1.193 | 1.189 |
Widowed | 1.383 ** | 1.269 * |
Single | 1.295 ɫ | 1.221 |
Living arrangement | ||
With partner and children (ref.) | 1.000 | 1.000 |
Alone | 0.860 | 0.956 |
With partner | 0.893 | 0.905 |
With children | 0.928 | 0.947 |
Partner and others | 0.960 | 0.900 |
Children and family member | 0.969 | 1.005 |
Other arrangements | 0.944 | 1.105 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Sandoval, M.H.; Alvear Portaccio, M.E. Marital Status, Living Arrangements and Mortality at Older Ages in Chile, 2004–2016. Int. J. Environ. Res. Public Health 2022, 19, 13733. https://doi.org/10.3390/ijerph192113733
Sandoval MH, Alvear Portaccio ME. Marital Status, Living Arrangements and Mortality at Older Ages in Chile, 2004–2016. International Journal of Environmental Research and Public Health. 2022; 19(21):13733. https://doi.org/10.3390/ijerph192113733
Chicago/Turabian StyleSandoval, Moisés H., and Marcela E. Alvear Portaccio. 2022. "Marital Status, Living Arrangements and Mortality at Older Ages in Chile, 2004–2016" International Journal of Environmental Research and Public Health 19, no. 21: 13733. https://doi.org/10.3390/ijerph192113733
APA StyleSandoval, M. H., & Alvear Portaccio, M. E. (2022). Marital Status, Living Arrangements and Mortality at Older Ages in Chile, 2004–2016. International Journal of Environmental Research and Public Health, 19(21), 13733. https://doi.org/10.3390/ijerph192113733