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Published in: BMC Public Health 1/2017

Open Access 01-12-2017 | Research article

Cancer and the healthy immigrant effect: a statistical analysis of cancer diagnosis using a linked Census-cancer registry administrative database

Authors: James Ted McDonald, Michael Farnworth, Zikuan Liu

Published in: BMC Public Health | Issue 1/2017

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Abstract

Background

A large volume of research has been published on both the socio economic and demographic determinants of cancer and on the health of immigrants and minority groups. Yet because of data limitations, little research examines differences in the occurrence of cancer incidence between immigrants and non-immigrants and among immigrants defined by region of birth and time in the host country. In particular it is not known whether a healthy immigrant effect is present for cancer and if so, whether this advantage is lost with additional years of residence in the host country.

Methods

This paper uses a large data file from Statistics Canada that links Census information on immigrant status, socioeconomic status including educational attainment, and other person-level information with administrative data on cancer and mortality over a continuous 13 year period of observation. It estimates discrete and continuous time duration models to identify differences in cancer diagnosis by immigrant subgroup after controlling for a variety of potential confounders. Differences in historical smoking behavior are not observable at the individual level in the dataset but are accounted for indirectly using various methods.

Results

Results in general confirm the existence of a healthy immigrant effect for cancer in that, overall, recent immigrants to Canada are significantly less likely than otherwise comparable non-immigrant Canadians to be diagnosed with any cancer and the most common forms of cancer by site. As well, this gap appears to decline with additional years in Canada for immigrant men and women, eventually converging to Canadian-born levels. Differentiating among immigrant subgroups by period of arrival and country of birth reveals significant variation across immigrant subgroups, with immigrant men and women from developing countries typically having a lower likelihood of being diagnosed with cancer than immigrants from the US, UK and continental Europe. As well, controlling for immigrant heterogeneity this way weakens the conclusion that the gap narrows with years in Canada. Immigrant men overall continue to exhibit convergence to Canadian-born levels for diagnosis of any cancer and for prostate cancer, while immigrant women exhibit narrowing over time only for breast cancer. Although smoking behavior is not directly observed, controlling for subgroup-specific lifetime smoking behavior using survey data has only a relatively minor effect on the estimated differences.

Conclusions

The specificity of the results by cancer type, gender, immigrant status and ethnicity provides useful guidance for future research by helping to narrow the possible channels through which social and economic characteristics may be affecting cancer incidence.
Literature
1.
go back to reference Acevedo-Garcia D, Bates LM. Latino health paradoxes: empirical evidence, explanations, future research, and implications. In: Rodriguez H, Saenz R, Menjivar C, editors. Latino/as in the United States: Changing the face of America. New York, NY: Springer; 2007. p. 101e113. Acevedo-Garcia D, Bates LM. Latino health paradoxes: empirical evidence, explanations, future research, and implications. In: Rodriguez H, Saenz R, Menjivar C, editors. Latino/as in the United States: Changing the face of America. New York, NY: Springer; 2007. p. 101e113.
2.
go back to reference Acevedo-Garcia D, Bates LM, Osypuk T, McArdle N. The effect of immigrant generation and duration on self-rated health among US adults 2003-2007. Soc Sci Med. 2010;71(6):1161–72.CrossRefPubMed Acevedo-Garcia D, Bates LM, Osypuk T, McArdle N. The effect of immigrant generation and duration on self-rated health among US adults 2003-2007. Soc Sci Med. 2010;71(6):1161–72.CrossRefPubMed
3.
go back to reference Aronson KJ, Siemiatycki J, Dewar R, Gérin M. Occupational risk factors for prostate cancer: results from a case-control study in Montréal, Québec, Canada. Am J Epidemiol. 1996;143(4):363–73.CrossRefPubMed Aronson KJ, Siemiatycki J, Dewar R, Gérin M. Occupational risk factors for prostate cancer: results from a case-control study in Montréal, Québec, Canada. Am J Epidemiol. 1996;143(4):363–73.CrossRefPubMed
4.
go back to reference Andreeva V, Unger J, Pentz M. Breast cancer among immigrants: a systematic review and new research directions. J Immigr Minor Health. 2007;9(4):1557–912.CrossRef Andreeva V, Unger J, Pentz M. Breast cancer among immigrants: a systematic review and new research directions. J Immigr Minor Health. 2007;9(4):1557–912.CrossRef
5.
go back to reference Bashash M, Hislop T, et al. The prognostic effect of ethnicity for gastric and esophageal cancer: the population-based experience in British Columbia, Canada. BMC Cancer. 2011;11(164):1–8. Bashash M, Hislop T, et al. The prognostic effect of ethnicity for gastric and esophageal cancer: the population-based experience in British Columbia, Canada. BMC Cancer. 2011;11(164):1–8.
6.
go back to reference Clegg LX, Reichman ME, et al. Quality of race, Hispanic ethnicity, and immigrant status in population-based cancer registry data: implications for health disparity studies. Cancer Causes Control. 2007;18(2):177–87.CrossRefPubMed Clegg LX, Reichman ME, et al. Quality of race, Hispanic ethnicity, and immigrant status in population-based cancer registry data: implications for health disparity studies. Cancer Causes Control. 2007;18(2):177–87.CrossRefPubMed
7.
go back to reference Clegg LX, Reichman ME, Miller BA, Hankey BF, Singh GK, Lin YD, Goodman MT, Lynch CF, Schwartz SM, Chen VW, Bernstein L, Gomez SL, Graff JJ, Lin CC, Johnson NJ, Edwards BK. Impact of socioeconomic status on cancer incidence and stage at diagnosis: selected findings from the surveillance, epidemiology, and end results: National Longitudinal Mortality Study. Cancer Causes Control. 2009;20(4):417–35.CrossRefPubMed Clegg LX, Reichman ME, Miller BA, Hankey BF, Singh GK, Lin YD, Goodman MT, Lynch CF, Schwartz SM, Chen VW, Bernstein L, Gomez SL, Graff JJ, Lin CC, Johnson NJ, Edwards BK. Impact of socioeconomic status on cancer incidence and stage at diagnosis: selected findings from the surveillance, epidemiology, and end results: National Longitudinal Mortality Study. Cancer Causes Control. 2009;20(4):417–35.CrossRefPubMed
8.
go back to reference Dailey A, Kasl S, Holford T, Calvocoressi L, Jones B. Neighborhood-Level Socioeconomic Predictors of Nonadherence to Mammography Screening Guidelines. Cancer Epidemiol Biomark Prev. 2007;16:2293–303.CrossRef Dailey A, Kasl S, Holford T, Calvocoressi L, Jones B. Neighborhood-Level Socioeconomic Predictors of Nonadherence to Mammography Screening Guidelines. Cancer Epidemiol Biomark Prev. 2007;16:2293–303.CrossRef
9.
go back to reference De Maio F. Immigration as pathogenic: a systematic review of the health of immigrants to Canada. Int J Equity Health. 2010;9(27):1–20. De Maio F. Immigration as pathogenic: a systematic review of the health of immigrants to Canada. Int J Equity Health. 2010;9(27):1–20.
10.
go back to reference Dickinson J, Shane A, Tonelli M, Connor Gorber S, Joffres M, Singh H, Bell N. Trends in prostate cancer incidence and mortality in Canada during the era of prostate-specific antigen screening. CMAJ Open. 2016;4(1):E73–9.CrossRefPubMedPubMedCentral Dickinson J, Shane A, Tonelli M, Connor Gorber S, Joffres M, Singh H, Bell N. Trends in prostate cancer incidence and mortality in Canada during the era of prostate-specific antigen screening. CMAJ Open. 2016;4(1):E73–9.CrossRefPubMedPubMedCentral
11.
go back to reference Gomez S, Clarke C, Shema S, Chang E, Keegan T, Glaser S. Disparities in Breast Cancer Survival Among Asian Women by Ethnicity and Immigrant Status: A Population-Based Study. AJPH. 2010;100(5):861–9.CrossRef Gomez S, Clarke C, Shema S, Chang E, Keegan T, Glaser S. Disparities in Breast Cancer Survival Among Asian Women by Ethnicity and Immigrant Status: A Population-Based Study. AJPH. 2010;100(5):861–9.CrossRef
12.
go back to reference Hemminki K, Li X, Czene K. Cancer risks in first-generation immigrants to Sweden. Int J Cancer. 2002;99(2):218–28.CrossRefPubMed Hemminki K, Li X, Czene K. Cancer risks in first-generation immigrants to Sweden. Int J Cancer. 2002;99(2):218–28.CrossRefPubMed
13.
go back to reference Hemminki K, Li X. Cancer risks in second-generation immigrants to Sweden. Int J Cancer. 2002;99(2):229–37.CrossRefPubMed Hemminki K, Li X. Cancer risks in second-generation immigrants to Sweden. Int J Cancer. 2002;99(2):229–37.CrossRefPubMed
14.
go back to reference Hislop GT, Bajdik CD, Regier MD, Barroetavena MC. Ethnic differences in survival for female cancers of the breast, cervix and colorectum in British Columbia. Canada Asian Pac J Cancer Prev. 2007;8(2):209–14.PubMed Hislop GT, Bajdik CD, Regier MD, Barroetavena MC. Ethnic differences in survival for female cancers of the breast, cervix and colorectum in British Columbia. Canada Asian Pac J Cancer Prev. 2007;8(2):209–14.PubMed
15.
go back to reference Hausauer A, Keegan T, Chang E, Glaser S, et al. Recent trends in breast cancer incidence in US white women by county-level urban/rural and poverty status. BMC Med. 2009;7:31.CrossRefPubMedPubMedCentral Hausauer A, Keegan T, Chang E, Glaser S, et al. Recent trends in breast cancer incidence in US white women by county-level urban/rural and poverty status. BMC Med. 2009;7:31.CrossRefPubMedPubMedCentral
17.
go back to reference Kennedy S, Kidd M, McDonald JT, Biddle N. The Healthy Immigrant Effect: Patterns and Evidence from Four Countries. Journal of Migration and Integration. 2014;16(2):317–32.CrossRef Kennedy S, Kidd M, McDonald JT, Biddle N. The Healthy Immigrant Effect: Patterns and Evidence from Four Countries. Journal of Migration and Integration. 2014;16(2):317–32.CrossRef
18.
go back to reference Krewski D, Jerrett M, et al. Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality. Boston: Health Effects Institute; 2009. Krewski D, Jerrett M, et al. Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality. Boston: Health Effects Institute; 2009.
19.
go back to reference Lee Davis D, Donovan M, Herberman R, Gaynor M, Axelrod D, van Larebeke N, Sasco AJ. The need to develop centers for environmental oncology. Biomed Pharmacother. 200761(10):614–22. Lee Davis D, Donovan M, Herberman R, Gaynor M, Axelrod D, van Larebeke N, Sasco AJ. The need to develop centers for environmental oncology. Biomed Pharmacother. 200761(10):614–22.
20.
go back to reference Leung LA. Healthy and unhealthy assimilation: country of origin and smoking behavior among immigrants. Health Econ. 23:1411–29. Leung LA. Healthy and unhealthy assimilation: country of origin and smoking behavior among immigrants. Health Econ. 23:1411–29.
21.
go back to reference Lightfoot NE, Berriault CJ. Mortality and cancer incidence in a copper-zinc cohort. Workplace Health Saf. 2012;60(5):223–33.PubMed Lightfoot NE, Berriault CJ. Mortality and cancer incidence in a copper-zinc cohort. Workplace Health Saf. 2012;60(5):223–33.PubMed
22.
go back to reference Link BG, Phelan JC. Understanding sociodemographic differences in health—The role of fundamental social causes. American Journal of Public Health. 1996;86(4):471–3.CrossRefPubMedPubMedCentral Link BG, Phelan JC. Understanding sociodemographic differences in health—The role of fundamental social causes. American Journal of Public Health. 1996;86(4):471–3.CrossRefPubMedPubMedCentral
23.
go back to reference Loeb S, Drevin L, Robinson D, Holmberg E, Carlsson S, Lambe M, Stattin P. Risk of localized and advanced prostate cancer among immigrants versus native-born Swedish men: a nation-wide population-based study. Cancer Causes Control. 2013;24(2):383–90.CrossRefPubMed Loeb S, Drevin L, Robinson D, Holmberg E, Carlsson S, Lambe M, Stattin P. Risk of localized and advanced prostate cancer among immigrants versus native-born Swedish men: a nation-wide population-based study. Cancer Causes Control. 2013;24(2):383–90.CrossRefPubMed
24.
go back to reference Mateos P. A Review of Name-based Ethnicity Classification Methods and their Potential in Population Studies. Popul. Space Place. 2007;13:243–63.CrossRef Mateos P. A Review of Name-based Ethnicity Classification Methods and their Potential in Population Studies. Popul. Space Place. 2007;13:243–63.CrossRef
25.
go back to reference McDonald JT, Kennedy S. Insights into the 'healthy immigrant effect': health status and health service use of immigrants to Canada. Soc Sci Med. 2004;59(8):1613–27.CrossRefPubMed McDonald JT, Kennedy S. Insights into the 'healthy immigrant effect': health status and health service use of immigrants to Canada. Soc Sci Med. 2004;59(8):1613–27.CrossRefPubMed
26.
go back to reference McDermott S, DesMeules M, Lewis R, et al. Cancer Incidence Among Canadian Immigrants, 1980–1998: Results from a National Cohort Study. J Immigr Minor Health. 2011;13:15–26.CrossRefPubMed McDermott S, DesMeules M, Lewis R, et al. Cancer Incidence Among Canadian Immigrants, 1980–1998: Results from a National Cohort Study. J Immigr Minor Health. 2011;13:15–26.CrossRefPubMed
27.
go back to reference Menashe I, Anderson WF, Jatoi I, Rosenberg PS. Underlying causes of the black-white racial disparity in breast cancer mortality: a population based analysis. JNCI. 2009;101:993–1000.CrossRefPubMedPubMedCentral Menashe I, Anderson WF, Jatoi I, Rosenberg PS. Underlying causes of the black-white racial disparity in breast cancer mortality: a population based analysis. JNCI. 2009;101:993–1000.CrossRefPubMedPubMedCentral
28.
go back to reference Mousavi SM, Fallah M, Sundquist K, Hemminki K. Age-and time-dependent changes in cancer incidence among immigrants to Sweden: colorectal, lung, breast and prostate cancers. Int J Cancer. 2012;131(2):E122–8.CrossRefPubMed Mousavi SM, Fallah M, Sundquist K, Hemminki K. Age-and time-dependent changes in cancer incidence among immigrants to Sweden: colorectal, lung, breast and prostate cancers. Int J Cancer. 2012;131(2):E122–8.CrossRefPubMed
29.
go back to reference Newbold KB, Nelligan D. Disaggregating Canadian immigrant smoking behaviour by country of birth. Soc Sci Med. 2012;75(6):997–1006.CrossRefPubMed Newbold KB, Nelligan D. Disaggregating Canadian immigrant smoking behaviour by country of birth. Soc Sci Med. 2012;75(6):997–1006.CrossRefPubMed
31.
go back to reference Ng E. Using Canada’s health data. Health Policy Research Bulletin #17 (special issue on immigrant health), 47–49. Ottawa: Health Canada; 2010. Ng E. Using Canada’s health data. Health Policy Research Bulletin #17 (special issue on immigrant health), 47–49. Ottawa: Health Canada; 2010.
32.
go back to reference Ng E. The healthy immigrant effect and mortality rates. Health Rep. 2011;22(4):25–9.PubMed Ng E. The healthy immigrant effect and mortality rates. Health Rep. 2011;22(4):25–9.PubMed
33.
go back to reference Pérez CE. Health status and health behaviour among immigrants. Health Rep. 2002;13(Supplement):1–12. Pérez CE. Health status and health behaviour among immigrants. Health Rep. 2002;13(Supplement):1–12.
34.
go back to reference Peters, P. and M. Tjepkema (2010). “1991–2011 Canadian Census Mortality and Cancer Follow-Up Study”, Proceedings of Statistics Canada Symposium 2010. Peters, P. and M. Tjepkema (2010). “1991–2011 Canadian Census Mortality and Cancer Follow-Up Study”, Proceedings of Statistics Canada Symposium 2010.
35.
go back to reference Peters, P., M. Tjepkema, R. Wilkins et.al (2013). “Data Resource Profile: 1991 Canadian Census Cohort”. International Journal of Epidemiology 2013; Advance Access published 6/9/2013. Peters, P., M. Tjepkema, R. Wilkins et.al (2013). “Data Resource Profile: 1991 Canadian Census Cohort”. International Journal of Epidemiology 2013; Advance Access published 6/9/2013.
36.
go back to reference Rosenberg P, Anderson WF. Age-Period-cohort models in cancer surveillance research: Ready for prime time? Cancer Epidemiol Biomark Prev. 2011;20(7):1263–8.CrossRef Rosenberg P, Anderson WF. Age-Period-cohort models in cancer surveillance research: Ready for prime time? Cancer Epidemiol Biomark Prev. 2011;20(7):1263–8.CrossRef
37.
go back to reference Sanmartin C, Finès P, Khan S, Peters P, et al. Modelling risk factor information for linked census data: The case of smoking. Health Rep. 2013;24(6):9–15.PubMed Sanmartin C, Finès P, Khan S, Peters P, et al. Modelling risk factor information for linked census data: The case of smoking. Health Rep. 2013;24(6):9–15.PubMed
38.
go back to reference Shin H, Cakmak S, Brion O, Villeneuve P, et al. Indirect Adjustment for multiple missing variables applicable to environmental epidemiology. Environment Research. 2014;134:482–7.CrossRef Shin H, Cakmak S, Brion O, Villeneuve P, et al. Indirect Adjustment for multiple missing variables applicable to environmental epidemiology. Environment Research. 2014;134:482–7.CrossRef
39.
go back to reference Singh G, Siahpush M. All-cause and cause-specific mortality of immigrants and native born in the United States. Am J Public Health. 2001;91(3):392–9.CrossRefPubMedPubMedCentral Singh G, Siahpush M. All-cause and cause-specific mortality of immigrants and native born in the United States. Am J Public Health. 2001;91(3):392–9.CrossRefPubMedPubMedCentral
40.
go back to reference Singh G, Siahpush M. Ethnic-Immigrant Differentials in Health Behaviors, Morbidity, and Cause-Specific Mortality in the United States: An Analysis of Two National Data Bases. Hum Biol. 2002;74(1):83–109.CrossRefPubMed Singh G, Siahpush M. Ethnic-Immigrant Differentials in Health Behaviors, Morbidity, and Cause-Specific Mortality in the United States: An Analysis of Two National Data Bases. Hum Biol. 2002;74(1):83–109.CrossRefPubMed
41.
go back to reference Sueyoshi GT. A class of binary response models for grouped duration data. J Appl Econ. 1995;10:411–31.CrossRef Sueyoshi GT. A class of binary response models for grouped duration data. J Appl Econ. 1995;10:411–31.CrossRef
42.
go back to reference Vahabi M, Lofters A, Kumar M, Glazier RH. Breast cancer screening disparities among urban immigrants: a population-based study in Ontario, Canada. BMC Public Health. 2015;15:679.CrossRefPubMedPubMedCentral Vahabi M, Lofters A, Kumar M, Glazier RH. Breast cancer screening disparities among urban immigrants: a population-based study in Ontario, Canada. BMC Public Health. 2015;15:679.CrossRefPubMedPubMedCentral
43.
go back to reference Veenstra G. Racialized identity and health in Canada: results from a nationally representative survey. Soc Sci Med. 2009;69(4):538–42.CrossRefPubMed Veenstra G. Racialized identity and health in Canada: results from a nationally representative survey. Soc Sci Med. 2009;69(4):538–42.CrossRefPubMed
44.
go back to reference Ward E, Jemal A, Cokkinides V, Singh G, Cardinez C, Ghafoor A, et al. Cancer disparities by race/ethnicity and socioeconomic status. CA Cancer J Clin. 2004;54(2):78–93.CrossRefPubMed Ward E, Jemal A, Cokkinides V, Singh G, Cardinez C, Ghafoor A, et al. Cancer disparities by race/ethnicity and socioeconomic status. CA Cancer J Clin. 2004;54(2):78–93.CrossRefPubMed
45.
go back to reference Wilkins, R., M. Tjepkema, C. Mustard and R. Choinière (2008). “The Canadian census mortality follow-up study, 1991 through 2001.” Health Reports. Wilkins, R., M. Tjepkema, C. Mustard and R. Choinière (2008). “The Canadian census mortality follow-up study, 1991 through 2001.” Health Reports.
Metadata
Title
Cancer and the healthy immigrant effect: a statistical analysis of cancer diagnosis using a linked Census-cancer registry administrative database
Authors
James Ted McDonald
Michael Farnworth
Zikuan Liu
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2017
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-017-4190-2

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