Skip to main content

Advertisement

Log in

Investigating the Dynamics of Migration and Health in Australia: A Longitudinal Study

  • Published:
European Journal of Population Aims and scope Submit manuscript

Abstract

There have been few longitudinal studies investigating the immigrant health and changes in their health with longer residency in the host country. Additionally, the pathways and mechanisms by which transition of health over time occurs are poorly understood, limiting the ability to implement policies that will result in improved health for all, including immigrants. We assessed differences in health outcomes among foreign-born people from English speaking countries and non-English speaking countries relative to native-born Australians over a 10-year period using a large representative longitudinal dataset. We also explored English language proficiency, socio-economic factors and health behaviour factors as possible mechanisms through which health outcomes change over time post-migration. Conventional multilevel mixed and hybrid regression models were used to evaluate health outcomes in 9558 native-born and 3067 foreign-born people from the Household, Income and Labour Dynamics in Australia survey. There were clear differences in physical health, mental health and self-assessed health between foreign-born subgroups in comparison with native-born Australians. Foreign-born people from English speaking countries typically had a health advantage relative to native-born people, and foreign-born people from non-English speaking countries had a health disadvantage with respect to native-born people for all health outcomes. There was no evidence that these differences changed by duration of residence except for self-assessed health amongst foreign-born people from non-English speaking countries when duration of residence exceeded 20 years. English language proficiency mediated the relationship between duration of residence and health for foreign-born people from non-English speaking countries.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Abraido-Lanza, A., Armbrister, A., Florez, K., & Aguirre, A. (2006). Toward a theory-driven model of acculturation in public health research. American Journal of Public Health, 96(8), 1342–1346.

    Article  Google Scholar 

  • Abraido-Lanza, A., Chao, M., & Florez, K. (2005). Do healthy behaviors decline with greater acculturation? Implications for the Latino mortality paradox. Social Science and Medicine, 61(6), 243–245.

    Article  Google Scholar 

  • Akresh, I. R. (2007). Dietary Assimilation and Health among Hispanic Immigrants to the United States. Journal of Health and Social Behavior, 48(4), 404–417.

    Article  Google Scholar 

  • Akresh, I. R., & Frank, R. (2008). Health selection among new immigrants. American Journal of Public Health, 98(11), 2058–2064.

    Article  Google Scholar 

  • Allison, P. D. (2005). Fixed effects regression methods for longitudinal data: Using SAS. Cary: SAS Publishing.

    Google Scholar 

  • Anson, J. (2004). The migrant mortality advantage: A 70 month follow-up of the Brussels population. Population Studies, 20, 191–218.

    Google Scholar 

  • Antecol, H., & Bedard, K. (2006). Unhealthy assimilation: Why do immigrants converge to American health status levels? Demography, 43(2), 337–360.

    Article  Google Scholar 

  • Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.

    Article  Google Scholar 

  • Bauder, H. (2003). ‘Brain Abuse’ or the devaluation of immigrant labour in Canada. Antipode, 35(4), 700–717.

    Article  Google Scholar 

  • Berry, J. W. (1990). Acculturation and adaptation: Health consequences of culture contact among circumpolar peoples. Arctic Medical Research, 49, 142–150.

    Google Scholar 

  • Biddle, N., Kennedy, S., & McDonald, J. T. (2007). Health assimilation patterns amongst Australian immigrants. Economic Record, 83(260), 16–30.

    Article  Google Scholar 

  • Chiswick, B. R., Lee, Y. L., & Miller, P. W. (2004). Language skills and immigrant adjustments: What immigration policy can do!. IZA Discussion Paper 1419.

  • Chiswick, B. R., Lee, Y. L., & Miller, P. W. (2008). Immigrant selection system and immigrant health. Contemporary Economic Policy, 26(4), 555–578.

    Article  Google Scholar 

  • Cho, Y., Frisbie, W. P., Hummer, R. A., & Rogers, R. G. (2004). Nativity, duration of residence, and the health of Hispanic adults in the United States 1. International Migration Review, 38(1), 184–211. doi:10.1111/j.1747-7379.2004.tb00193.x.

    Article  Google Scholar 

  • Coons, S. J., Rao, S., Keininger, D. L., & Hays, R. D. (2000). A comparative review of generic quality-of-life instruments. Pharmacoecomomics, 17(1), 13–35.

    Article  Google Scholar 

  • Deboosere, P., & Gadeyne, S. (2005). Adult migrant mortality advantage in Belgium: Evidence using census and register data. Population, 5, 655–698.

    Article  Google Scholar 

  • Diggle, P. J., Heagerty, P. J., Liang, K. Y., & Zeger, S. L. (2002). Analysis of longitudinal data. Oxford: Oxford University Press.

    Google Scholar 

  • Domnich, A., Panatto, D., Gasparini, R., & Amicizia, D. (2012). The “healthy immigrant” effect: Does it exist in Europe today? Italian Journal of Public Health, 9(3), e7531–e7532.

    Google Scholar 

  • Dunn, J. R., & Dyck, I. (2000). Social determinants of health in Canada’s immigrant population: Results from the National Population Health Survey. Social Science and Medicine, 51, 1573–1593.

    Article  Google Scholar 

  • Frisbie, W. P., Youngtae, C., & Hummer, R. A. (2001). Immigration and the health of Asian and Pacific Islander adults in the United States. American Journal of Epidemiology, 153(4), 372–380.

    Article  Google Scholar 

  • Gerber, M., Barker, D., & Puhse, U. (2012). Acculturation and physical activity among immigrants: A systematic review. Journal of Public Health, 20(3), 313–341.

    Article  Google Scholar 

  • Goel, M. S., McCarthy, E. P., Phillips, R. S., & Wee, C. C. (2004). Obesity among US immigrant subgroups by duration of residence. The Jouranl of the American Medical Association, 292(23), 2860–2867.

    Article  Google Scholar 

  • Greenland, S., Pearl, J., & Robins, J. M. (1999). Causal diagrams for epidemiologic research. Epidemiology, 10(1), 37–48.

    Article  Google Scholar 

  • Grondin, C. (2007). Knowledge of official languages among new immigrants: How important is it in the labour market?. Ottawa: Statistics Canada.

    Google Scholar 

  • Gunasekara, F. I., Carter, K., & Blakely, T. (2011). Change in income and change in self-rated health: Systematic review of studies using repeated measures to control for confounding bias. Social Science and Medicine, 72(2), 193–201. doi:10.1016/j.socscimed.2010.10.029.

    Article  Google Scholar 

  • Gunasekara, F. I., Carter, K., & Blakely, T. (2012). Comparing self-rated health and self-assessed change in health in a longitudinal survey: Which is more valid? Social Science and Medicine, 74(7), 1117–1124.

    Article  Google Scholar 

  • Gunasekara, F., Richardson, K., Carter, K., & Blakely, T. (2013). Fixed effects analysis of repeated measures data. International Journal of Epidemiology. doi:10.1093/ije/dyt221.

    Article  Google Scholar 

  • Gushulak, B. (2007). Healthier on arrival? Further insight into the “healthy immigrant effect”. Canadian Medical Association Journal, 176(10), 1439–1440.

    Article  Google Scholar 

  • Hemingway, H., Stafford, M., Stansfeld, S., Shipley, M., & Marmot, M. (1997). Is the SF-36 a valid measure of change in population health? Results from the Whitehall II Study. British Medical Journal, 315(7118), 1273–1279.

    Article  Google Scholar 

  • Huber, P. J. (1967). The behavior of maximum likelihood estimates under nonstandard conditions. In Proceedings of the fifth Berkeley symposium on mathematical statistics and probability.

  • Hull, D. (1979). Migration, adapation, and illness: A review. Social Science and Medicine, 13A, 25–36.

    Google Scholar 

  • Hummer, R. A., Rogers, R. G., Nam, C. B., & LeClere, F. B. (1999). Race/ethnicity, nativity, and U.S. adult mortality. Social Science Quarterly (University of Texas Press), 80(1), 136–153.

    Google Scholar 

  • Hyman, I. (2001). Immigration and Health. Ottawa: Health Canada.

    Google Scholar 

  • Hyman, I. (2007). Immigration and health: Reviewing evidence of the healthy immigration effect in Canada. Toronto: Joint Centre of Excellence for Research on Immigration and Settlement (CERIS) Working paper No. 55.

  • Idler, E. L., & Benyamini, Y. (1997). Self-rated health and mortality: A review of twenty-seven community studies. Journal of Health and Social Behavior, 38, 21–37.

    Article  Google Scholar 

  • Jasso, G., Massey, D. S., Rosenzweig, M. R., & Smith, J. P. (2004). Immigrant health: Selectivity and acculturation: IFS Working Papers, Institute of Fiscal Studies, W04/23.

  • Jasso, G., Massey, D. S., Rosenzweig, M. R., & Smith, J. P. (2005). Immigration, health, and New York City: Early results based on the US New Immigrant Cohort of 2003. FRBNY Economic Policy Review, 11, 127–151.

  • Jatrana, S., Pasupuleti, S. S., & Richardson, K. (2014). Nativity, duration of residence and chronic health conditions in Australia: Do trends converge towards the native-born population? Social Science and Medicine, 119, 53–63. doi:10.1016/j.socscimed.2014.08.008.

    Article  Google Scholar 

  • Joshi, S. (2017). Understanding health behaviour trajectories of immigrants in Australia: A longitudinal investigation. (Ph.D. thesis), Deakin University. http://hdl.handle.net/10536/DRO/DU:30088487.

  • Kandula, N., Kersey, M., & Lurie, N. (2004). Assuring the health of immigrants: What the leading health indicators tell us. Annual Review of Public Health, 25, 357–376.

    Article  Google Scholar 

  • Kasl, S. V., & Berkman, L. F. (1983). Health consequences of the experience of migration. Annual Review of Public Health, 4, 69–90.

    Article  Google Scholar 

  • Kinra, S. (2004). Commentary: Can conventional migration studies really identify critical age-period effects? International Journal of Epidemiology, 33(6), 1226–1227. doi:10.1093/ije/dyh340.

    Article  Google Scholar 

  • Kobayashi, K. M., & Prus, S. G. (2012). Examining the gender, ethnicity, and age dimensions of the healthy immigrant effect: Factors in the development of equitable health policy. International Journal for Equity in Health, 11(1), 8.

    Article  Google Scholar 

  • Kouris-Blazos, A. (2002). Morbidity mortality paradox of 1st generation Greek Australians. Asia Pacific Journal of Clinical Nutrition, 11(Suppl 3), S569–S575.

    Article  Google Scholar 

  • Ladin, K., & Reinhold, S. (2013). Mental health of aging immigrants and native-born men across 11 European countries. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 68(2), 298–309. doi:10.1093/geronb/gbs163.

    Article  Google Scholar 

  • Lara, M., Gamboa, C., Kahramanian, I., Morales, L., & Bautista, H. (2005). Acculturation and latino health in the United States: A review of the literature and its sociopoltical context. Annual Review of Public Health, 26, 367–397.

    Article  Google Scholar 

  • Leão, T. S., Sundquist, J., Johansson, S.-E., & Sundquist, K. (2009). The influence of age at migration and length of residence on self-rated health among Swedish immigrants: A cross-sectional study. Ethnicity & Health, 14(1), 93–105. doi:10.1080/13557850802345973.

    Article  Google Scholar 

  • Liang, K. Y., & Zeger, S. L. (1986). Longitudinal data analysis using generalized linear models. Biometrika, 73(1), 13–22.

    Article  Google Scholar 

  • Markides, K. S., & Eschbach, K. (2005). Aging, migration, and mortality: Current status of research on the Hispanic paradox. The Journals of Gerontology Series B, Psychological Sciences and Social Sciences, 60(2), 68–75.

    Article  Google Scholar 

  • McCallum, J. (1995). The SF-36 in an Australian sample: Validating a new, generic health status measure. Australian Journal of Public Health, 19(2), 160–166.

    Article  Google Scholar 

  • McDonald, J. T., & Kennedy, S. (2004). Insight into the ‘healthy immigrant effect’: Health status and health service use of immigrants to Canada. Social Science and Medicine, 59, 1613–1627.

    Article  Google Scholar 

  • McDonough, P., Worts, D., & Sacker, A. (2010). Socioeconomic inequalities in health dynamics: A comparison of Britain and the United States. Social Science and Medicine, 70(2), 251–260.

    Article  Google Scholar 

  • McKay, S., Crac, M., & Chopra, D. (2006). Migrant workers in England and Wales: An assessment of migrant worker health and safety risks. London: Working Lives Research Institute.

    Google Scholar 

  • McKeever, M., & Klineberg, S. L. (1999). Generational differences in attitudes and socioeconomic status among Hispanics in Houston. Sociological Inquiry, 69(1), 33–50. doi:10.1111/j.1475-682X.1999.tb00488.x.

    Article  Google Scholar 

  • Morales, L. S., Lara, M., Kington, R. S., & Valdez, R. O. (2002). Socioeconomic, cultural, and behavioral factors affecting Hispanic health outcomes. Journal of Health Care for the Poor and Underserved, 13(4), 477–503.

    Article  Google Scholar 

  • Newbold, K. B. (2005). Self-rated health within the Canadian immigrant population: Risk and the healthy immigrant effect. Social Science and Medicine, 60, 1359–1370.

    Article  Google Scholar 

  • Newbold, K. B., & Danforth, J. (2003). Health status and Canada’s immigrant population. Social Science and Medicine, 57, 1981–1995.

    Article  Google Scholar 

  • Ng, E., WIlkins, R., Gendron, F., & Berthelot, J.-M. (2005). Dynamics of immigrants’ health in Canada: Evidence from the national population health survey. Statistics Canada. http://www.statcan.gc.ca/pub/82-618-m/82-618-m2005002-eng.htm.

  • Pearl, J. (2009). Causality: Models, reasoning, and inference (2nd ed.). New York: Cambridge University Press.

    Book  Google Scholar 

  • Pottie, K., Ng, E., Spitzer, D., Mohammed, A., & Glazier, R. (2008). Language proficiency, gender and self-reported health. Canadian Journal of Public Health, 99(6), 505–510.

    Google Scholar 

  • Pudaric, S., Sundquist, J., & Johansson, S. E. (2003). Country of birth, instrumental activities of daily living, self-rated health and mortality: A Swedish population-based survey of people aged 55–74. Social Science and Medicine, 56(12), 2493–2503.

    Article  Google Scholar 

  • Reiss, K., Spallek, J., & Razum, O. (2010). ‘Imported risk’ or ‘health transition’? Smoking prevalence among ethnic German immigrants from the former soviet union by duration of stay in Germany—Analysis of microcensus data. Int J Equity Health, 9, 15.

    Article  Google Scholar 

  • Reynolds, M. M., Chernenko, A., & Read, J. G. (2016). Region of origin diversity in immigrant health: Moving beyond the Mexican case. Social Science and Medicine, 166, 102–109. doi:10.1016/j.socscimed.2016.07.018.

    Article  Google Scholar 

  • Richardson, K., Harte, D., & Carter, K. (2010). Understanding health and labour force transitions: Applying Markov models to SoFIE longitudinal data. Official Statistics Research Series, from http://www.statisphere.govt.nz/further-resources-and-info/official-statistics-research/series/2011/page2.aspx.

  • Rivera, B., Casal, B., & Currais, L. (2015). Length of stay and mental health of the immigrant population in Spain: Evidence of the healthy immigrant effect. Applied Economics, 47(19), 1972–1982. doi:10.1080/00036846.2014.1002895.

    Article  Google Scholar 

  • Rivera, B., Casal, B., & Currais, L. (2016). The healthy immigrant effect on mental health: Determinants and implications for mental health policy in Spain. Administration and Policy in Mental Health and Mental Health Services Research, 43(4), 616–627. doi:10.1007/s10488-015-0668-3.

    Article  Google Scholar 

  • Robins, J. M., & Hernán, M. A. (2008). Estimation of the causal effects of time-varying exposures. In G. Fitzmaurice, M. Davidian, G. Verbeke & G. Molenberghs (Eds.), Longitudinal data analysis (pp. 553–599). CRC Press.

  • Ryder, A. G., Alden, L. E., & Paulhus, D. L. (2000). Is acculturation unidimensional or bidimensional? A head-to-head comparison in the prediction of personality, self-identity, and adjustment. Journal of Personality and Social Psychology, 79(1), 49–65.

    Article  Google Scholar 

  • Salant, T., & Lauderdale, D. (2003). Measuring culture: A critical review of acculturation and health in Asian immigrant populations. Social Science and Medicine, 57(1), 71–90.

    Article  Google Scholar 

  • Setia, M., Quesnel-Vallee, A., Abrahamowicz, M., Tousignant, P., & Lynch, J. (2012). Different outcomes for different health measures in immigrants: Evidence from a longitudinal analysis of the National Population Health Survey (1994–2006). Journal of Immigrant and Minority Health, 14(1), 156–165. doi:10.1007/s10903-010-9408-7.

    Article  Google Scholar 

  • Singh, G. P., & Siahpush, M. (2001). All-cause and cause-specific mortality of immigrants and native born in the United States. American Journal of Public Health, 91(3), 392–399.

    Article  Google Scholar 

  • Singh, G., & Siahpush, M. (2002). Ethnic-immigrant differentials in health behaviors, morbidity, and cause-specific mortality in the United States: An analysis of two national data bases. Human Biology, 74(1), 83–109.

    Article  Google Scholar 

  • Spinks, H. (2010). Australia’s Migration program social policy section. Canberra: Parliament of Australia, Department of Parliamentary Services.

    Google Scholar 

  • Straiton, M., Grant, J. F., Winefield, H. R., & Taylor, A. (2014). Mental health in immigrant men and women in Australia: The North West Adelaide health study. BMC Public Health, 14(1), 1–15. doi:10.1186/1471-2458-14-1111.

    Article  Google Scholar 

  • Strong, K., Trickett, P., & Bhatia, K. (1998). The health of overseas-born Australians, 1994–1996. Australian Health Review: A Publication of the Australian Hospital Association, 21(2), 124–133.

    Article  Google Scholar 

  • Stronks, K., Ravelli, A. C., & Reijneveld, S. A. (2001). Immigrants in the Netherlands: Equal access for equal needs? Journal of Epidemiology and Community Health, 55(10), 701–707.

    Article  Google Scholar 

  • Taylor, A. W., Wilson, D. H., & Wakefield, M. (1998). Differences in health estimates using telephone and door-to-door survey methods-a hypothetical exercise. Australia and New Zealand Journal of Public Health. doi:10.1111/j.1467-842X.1998.tb01177.x.

    Article  Google Scholar 

  • Thomas, T. N. (1995). Acculturative stress in the adjustment of immigrant families. Journal of Social Distress and the Homeless, 4(2), 131–142. doi:10.1007/bf02094613.

    Article  Google Scholar 

  • Valtonen, K. (2001). Social work with immigrants and refugees: Developing a participation-based framework for anti-oppressive practices. British Journal of Social Work, 31, 955–960.

    Article  Google Scholar 

  • VanderWeele, T. J., & Robins, J. M. (2007). Directed acyclic graphs, sufficient causes, and the properties of conditioning on a common effect. American Journal of Epidemiology, 166(9), 1096.

    Article  Google Scholar 

  • VanderWeele, T., & Vansteelandt, S. (2009). Conceptual issues concerning mediation, interventions and composition. Statistics and its Interface, 2, 457–468.

    Article  Google Scholar 

  • Vega, W. A., Kolody, B., Aguilar-Gaxiola, S., & Catalano, R. F. (1999). Gaps in service utilization by Mexican Americans with mental health problems. American Journal of Psychiatry, 156(6), 928–934.

    Article  Google Scholar 

  • Wallace, M., & Kulu, H. (2014a). Migration and Health in England and Scotland: A Study of Migrant Selectivity and Salmon Bias. Population, Space and Place, 20(8), 694–708. doi:10.1002/psp.1804.

    Article  Google Scholar 

  • Wallace, M., & Kulu, H. (2014b). Low immigrant mortality in England and Wales: A data artefact? Social Science and Medicine, 120, 100–109. doi:10.1016/j.socscimed.2014.08.032.

    Article  Google Scholar 

  • Watson, N., & Wooden, M. P. (2012). The HILDA Survey: A case study in the design and development of a successful Household Panel Survey. Longitudinal ans Life Course Studies, 3(3), 13. doi:10.14301/llcs.v3i3.208.

    Article  Google Scholar 

  • White, H. (1980). A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica: Journal of the Econometric Society, 48(4), 817–831.

    Article  Google Scholar 

  • Williams, R., Eley, S., Hunt, K., & Bhatt, S. (1997). Has psychological distress among UK South Asians been under-estimated? A comparison of three measures in the west of Scotland population. Ethnicity & Health, 2(1–2), 21–29.

    Article  Google Scholar 

  • Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). Cambridge, MA: MIT Press.

    Google Scholar 

Download references

Acknowledgements

This paper is based on research being conducted as part of the research project “Investigating the dynamics of migration and health in Australia: A Longitudinal study”. It is supported by an Australian Research Council Discovery Grant (DP DP120104604) to the lead author. The paper uses the unit record data from the Household, Income and Labour Dynamics in Australia (HILDA) survey, which is funded by the Commonwealth Department of Families, Housing, Community Services and Indigenous Affairs (FaHCSIA) and is managed by the Melbourne Institute of Applied Economic and Social research at the University of Melbourne. The research findings and views reported in this paper, however, are those of the authors and should not be attributed to either FaHCSIA or the Melbourne Institute. An earlier version of this paper was presented at HILDA Survey 11th Anniversary Conference in 2013 in Melbourne, 27th International Population Conference, organised by International Union for Scientific Study of Population (IUSSP), in Busan, South Korea, in 2013 and the Australian Population Association 16th Biennial Conference in Melbourne in 2012. The authors wish to thank the participants and the discussants for their useful comments that helped improve the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Santosh Jatrana.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Appendix (Full Regression Results)

Appendix (Full Regression Results)

Tables 4, 5, 6, 7, 8 and 9.

Table 4 Multilevel linear mixed (model I) and hybrid (Models II, III and IV) regression model results showing estimates and their 95% confidence intervals (CI), with physical health as the outcome variable and country of birth as the main exposure variable
Table 5 Multilevel linear mixed (model I) and hybrid (Models II, III and IV) regression model results showing estimates and their 95% confidence intervals (CI), with mental health as the outcome variable and country of birth as the main exposure variable
Table 6 Multilevel linear mixed (model I) and hybrid (Models II, III and IV) regression model results showing estimates and their 95% confidence intervals (CI), with self-assessed health as the outcome variable and country of birth as the main exposure variable
Table 7 Multilevel linear mixed (model I) and hybrid (Models II, III and IV) regression model results showing estimates and their 95% confidence intervals (CI), with physical health as the outcome variable and duration of residence as the main exposure variable
Table 8 Multilevel linear mixed (model I) and hybrid (Models II, III and IV) regression model results showing estimates and their 95% confidence intervals (CI), with mental health as the outcome variable and duration of residence as the main exposure variable
Table 9 Multilevel linear mixed (model I) and hybrid (Models II, III and IV) regression model results showing estimates and their 95% confidence intervals (CI), with self-assessed health as the outcome variable and duration of residence as the main exposure variable

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jatrana, S., Richardson, K. & Pasupuleti, S.S.R. Investigating the Dynamics of Migration and Health in Australia: A Longitudinal Study. Eur J Population 34, 519–565 (2018). https://doi.org/10.1007/s10680-017-9439-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10680-017-9439-z

Keywords

Navigation