Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study
Sauzet O, Razum O (2019)
BMC Public Health 19(1): 913.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
Download
s12889-019-7267-2.sauzet.pdf
777.93 KB
Autor*in
Einrichtung
Abstract / Bemerkung
Background
Cohort-type data are increasingly used to compare health outcomes of immigrants between countries, e.g. to assess the effects of different national integration policies. In such international comparisons, small differences in cardiovascular diseases risk or mortality rates have been interpreted as showing effects of different policies. We conjecture that cohort-type data sets available for such comparisons might not provide unbiased relative risk estimates between countries because of differentials in migration patterns occurring before the cohorts are being observed.
Method
Two simulation studies were performed to assess whether comparisons are biased if there are differences in 1. the way migrants arrived in the host countries, i.e. in a wave or continuously; 2. the effects on health of exposure to the host country; or 3., patterns of return-migration before a cohort is recruited. In the first simulation cardiovascular disease was the outcome and immortality in the second. Bias was evaluated using a Cox regression model adjusted for age and other dependant variables.
Results
Comparing populations from wave vs. continuous migration may lead to bias only if the duration of stay has a dose-response effect (increase in simulated cardiovascular disease risk by 5% every 5 years vs. no risk: hazard-ratio 1.20(0.15); by 10% every 5 years: 1.47(0.14)). Differentials in return-migration patterns lead to bias in mortality rate ratios (MRR). The direction (under- or overestimation) and size of the bias depends on the model (MRR from 0.92(0.01) to 1.09(0.01)).
Conclusion
The order of magnitude of the effects interpreted as due to integration policies in the literature is the same as the bias in our simulations. Future studies need to take into account duration and relevance of exposure and return-migration to make valid inferences about the effects of integration policies on the health of immigrants.
Stichworte
Immigrant health;
Integration policie;
Return-migration;
Left truncation
Erscheinungsjahr
2019
Zeitschriftentitel
BMC Public Health
Band
19
Ausgabe
1
Art.-Nr.
913
Urheberrecht / Lizenzen
ISSN
1471-2458
eISSN
1471-2458
Finanzierungs-Informationen
Open-Access-Publikationskosten wurden durch die Deutsche Forschungsgemeinschaft und die Universität Bielefeld gefördert.
Page URI
https://pub.uni-bielefeld.de/record/2936437
Zitieren
Sauzet O, Razum O. Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study. BMC Public Health. 2019;19(1): 913.
Sauzet, O., & Razum, O. (2019). Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study. BMC Public Health, 19(1), 913. doi:10.1186/s12889-019-7267-2
Sauzet, Odile, and Razum, Oliver. 2019. “Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study”. BMC Public Health 19 (1): 913.
Sauzet, O., and Razum, O. (2019). Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study. BMC Public Health 19:913.
Sauzet, O., & Razum, O., 2019. Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study. BMC Public Health, 19(1): 913.
O. Sauzet and O. Razum, “Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study”, BMC Public Health, vol. 19, 2019, : 913.
Sauzet, O., Razum, O.: Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study. BMC Public Health. 19, : 913 (2019).
Sauzet, Odile, and Razum, Oliver. “Bias in cohort-based comparisons of immigrants’ health outcomes between countries. A simulation study”. BMC Public Health 19.1 (2019): 913.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Creative Commons Namensnennung 4.0 International Public License (CC-BY 4.0):
Volltext(e)
Name
s12889-019-7267-2.sauzet.pdf
777.93 KB
Access Level
Open Access
Zuletzt Hochgeladen
2019-07-12T08:44:46Z
MD5 Prüfsumme
4b08aff65d9dcbccd9a7429fd01ed55e
Daten bereitgestellt von European Bioinformatics Institute (EBI)
Zitationen in Europe PMC
Daten bereitgestellt von Europe PubMed Central.
28 References
Daten bereitgestellt von Europe PubMed Central.
Socioeconomic inequalities in health in 22 European countries.
Mackenbach JP, Stirbu I, Roskam AJ, Schaap MM, Menvielle G, Leinsalu M, Kunst AE; European Union Working Group on Socioeconomic Inequalities in Health, van Oyen H, Demarest S, Rychtarikova J, Dzurova D, Andersen O, Ekholm O, Judge K, Tekkel M, Prattala R, Martikainen P, Desplanques G, Jusot F, Helmert U, Kovacs K, Marton F, Layte R, Costa G, Vannoni F, Villerusa A, Kalediene R, Klumbiene J, Geurts JJ, Dahl E, Strand BH, Wojtyniak B, Santana P, Geckova AM, Artnik B, Borrell C, Esnaola S, Regidor E, Burstrom B, Fritzell J, Lundberg O, Bopp M, Glickman M., N. Engl. J. Med. 358(23), 2008
PMID: 18525043
Mackenbach JP, Stirbu I, Roskam AJ, Schaap MM, Menvielle G, Leinsalu M, Kunst AE; European Union Working Group on Socioeconomic Inequalities in Health, van Oyen H, Demarest S, Rychtarikova J, Dzurova D, Andersen O, Ekholm O, Judge K, Tekkel M, Prattala R, Martikainen P, Desplanques G, Jusot F, Helmert U, Kovacs K, Marton F, Layte R, Costa G, Vannoni F, Villerusa A, Kalediene R, Klumbiene J, Geurts JJ, Dahl E, Strand BH, Wojtyniak B, Santana P, Geckova AM, Artnik B, Borrell C, Esnaola S, Regidor E, Burstrom B, Fritzell J, Lundberg O, Bopp M, Glickman M., N. Engl. J. Med. 358(23), 2008
PMID: 18525043
Mortality from circulatory diseases by specific country of birth across six European countries: test of concept.
Bhopal RS, Rafnsson SB, Agyemang C, Fagot-Campagna A, Giampaoli S, Hammar N, Harding S, Hedlund E, Juel K, Mackenbach JP, Primatesta P, Rey G, Rosato M, Wild S, Kunst AE., Eur J Public Health 22(3), 2011
PMID: 21602224
Bhopal RS, Rafnsson SB, Agyemang C, Fagot-Campagna A, Giampaoli S, Hammar N, Harding S, Hedlund E, Juel K, Mackenbach JP, Primatesta P, Rey G, Rosato M, Wild S, Kunst AE., Eur J Public Health 22(3), 2011
PMID: 21602224
Immigrants' health and health inequality by type of integration policies in European countries.
Malmusi D., Eur J Public Health 25(2), 2014
PMID: 25236371
Malmusi D., Eur J Public Health 25(2), 2014
PMID: 25236371
Association between Integration Policies and Immigrants' Mortality: An Explorative Study across Three European Countries.
Ikram UZ, Malmusi D, Juel K, Rey G, Kunst AE., PLoS ONE 10(6), 2015
PMID: 26067249
Ikram UZ, Malmusi D, Juel K, Rey G, Kunst AE., PLoS ONE 10(6), 2015
PMID: 26067249
The forces driving global migration
Castles S., 2013
Castles S., 2013
Return Migration among Elderly, Chronically Ill Bosnian Refugees: Does Health Matter?
Handlos LN, Olwig KF, Bygbjerg IC, Kristiansen M, Norredam ML., Int J Environ Res Public Health 12(10), 2015
PMID: 26473899
Handlos LN, Olwig KF, Bygbjerg IC, Kristiansen M, Norredam ML., Int J Environ Res Public Health 12(10), 2015
PMID: 26473899
Health, wealth or family ties? Why Turkish work migrants return from Germany
Razum O, Sahin-Hodoglugil NN, Polit K., 2005
Razum O, Sahin-Hodoglugil NN, Polit K., 2005
Educated in Germany, working in Turkey. The Emigration Motivations of Persons of Turkish Origin
Buergin A, Erzene-Buergin D., 2013
Buergin A, Erzene-Buergin D., 2013
Going Back to Pakistan for education? The interplay of return Mobilities, education, and transnational living
Erdal MB, Amjad A, Bodla QZ, Rubab A., 2016
Erdal MB, Amjad A, Bodla QZ, Rubab A., 2016
Incidence rates in dynamic populations.
Vandenbroucke JP, Pearce N., Int J Epidemiol 41(5), 2012
PMID: 23045207
Vandenbroucke JP, Pearce N., Int J Epidemiol 41(5), 2012
PMID: 23045207
The Latino mortality paradox: a test of the "salmon bias" and healthy migrant hypotheses.
Abraido-Lanza AF, Dohrenwend BP, Ng-Mak DS, Turner JB., Am J Public Health 89(10), 1999
PMID: 10511837
Abraido-Lanza AF, Dohrenwend BP, Ng-Mak DS, Turner JB., Am J Public Health 89(10), 1999
PMID: 10511837
Return Migration to Mexico: Does Health Matter?
Arenas E, Goldman N, Pebley AR, Teruel G., Demography 52(6), 2015
PMID: 26385111
Arenas E, Goldman N, Pebley AR, Teruel G., Demography 52(6), 2015
PMID: 26385111
Remigration of migrants with severe disease: myth or reality?--a register-based cohort study.
Norredam M, Hansen OH, Petersen JH, Kunst AE, Kristiansen M, Krasnik A, Agyemang C., Eur J Public Health 25(1), 2014
PMID: 25201902
Norredam M, Hansen OH, Petersen JH, Kunst AE, Kristiansen M, Krasnik A, Agyemang C., Eur J Public Health 25(1), 2014
PMID: 25201902
Klein John, Moeschberger Melvin., 1997
Left truncation, susceptibility, and bias in occupational cohort studies.
Applebaum KM, Malloy EJ, Eisen EA., Epidemiology 22(4), 2011
PMID: 21543985
Applebaum KM, Malloy EJ, Eisen EA., Epidemiology 22(4), 2011
PMID: 21543985
Bias due to left truncation and left censoring in longitudinal studies of developmental and disease processes.
Cain KC, Harlow SD, Little RJ, Nan B, Yosef M, Taffe JR, Elliott MR., Am. J. Epidemiol. 173(9), 2011
PMID: 21422059
Cain KC, Harlow SD, Little RJ, Nan B, Yosef M, Taffe JR, Elliott MR., Am. J. Epidemiol. 173(9), 2011
PMID: 21422059
AUTHOR UNKNOWN, 2017
AUTHOR UNKNOWN, 0
Therneau TM., 2015
The relation between integration policy and majority attitudes toward immigration. An empirical test across European countries
Meuleman B, Reeskens T., 2008
Meuleman B, Reeskens T., 2008
Double return migration. Failed returns to Poland leading to settlement abroad and new transnational strategies
White A., 2014
White A., 2014
A Multistate Life Table Approach to Understanding Return and Reentry Migration between Mexico and the United States During Later Life.
Vega A, Brazil N., Demogr Res 33(), 2015
PMID: 26752973
Vega A, Brazil N., Demogr Res 33(), 2015
PMID: 26752973
Return migration and transnationalism. How are the two connected?
Carling J, Erdal MB., 2014
Carling J, Erdal MB., 2014
Limitation of inverse probability-of-censoring weights in estimating survival in the presence of strong selection bias.
Howe CJ, Cole SR, Chmiel JS, Munoz A., Am. J. Epidemiol. 173(5), 2011
PMID: 21289029
Howe CJ, Cole SR, Chmiel JS, Munoz A., Am. J. Epidemiol. 173(5), 2011
PMID: 21289029
Review of inverse probability weighting for dealing with missing data.
Seaman SR, White IR., Stat Methods Med Res 22(3), 2011
PMID: 21220355
Seaman SR, White IR., Stat Methods Med Res 22(3), 2011
PMID: 21220355
The Potential and Limitations of Cross-Context Comparative Research on Migration.
Riosmena F., Ann Am Acad Pol Soc Sci 666(1), 2016
PMID: 29093598
Riosmena F., Ann Am Acad Pol Soc Sci 666(1), 2016
PMID: 29093598
Who are returning from the United States to Mexico?: a review criticizes of the recent literature (2008-2015)
Sandoval R, Zuniga V., 2016
Sandoval R, Zuniga V., 2016
AUTHOR UNKNOWN, 0
Export
Markieren/ Markierung löschen
Markierte Publikationen
Web of Science
Dieser Datensatz im Web of Science®Quellen
PMID: 31288788
PubMed | Europe PMC
Suchen in