Healthy migrants but unhealthy offspring? A retrospective cohort study among Italians in Switzerland
© Tarnutzer and Bopp; licensee BioMed Central Ltd. 2012
Received: 18 July 2012
Accepted: 17 December 2012
Published: 22 December 2012
In many countries, migrants from Italy form a substantial, well-defined group with distinct lifestyle and dietary habits. There is, however, hardly any information about all-cause mortality patterns among Italian migrants and their offspring. In this paper, we compare Italian migrants, their offspring and Swiss nationals.
We compared age-specific and age-standardized mortality rates and hazard ratios (adjusted for education, marital status, language region and period) for Swiss and Italian nationals registered in the Swiss National Cohort (SNC), living in the German- or French-speaking part of Switzerland and falling into the age range 40–89 during the observation period 1990–2008. Overall, 3,175,288 native Swiss (48% male) and 224,372 individuals with an Italian migration background (57% male) accumulated 698,779 deaths and 44,836,189 person-years. Individuals with Italian background were categorized by nationality, country of birth and language.
First-generation Italians had lower mortality risks than native Swiss (reference group), but second-generation Italians demonstrated higher mortality risks. Among first-generation Italians, predominantly Italian-speaking men and women had hazard ratios (HRs) of 0.89 (95% CI: 0.88-0.91) and 0.90 (0.87-0.92), respectively, while men and women having adopted the regional language had HRs of 0.93 (0.88-0.98) and 0.96 (0.88-1.04), respectively. Among second-generation Italians, the respective HRs were 1.16 (1.03-1.31), 1.06 (0.89-1.26), 1.10 (1.05-1.16) and 0.97 (0.89-1.05). The mortality advantage of first-generation Italians decreased with age.
The mortality risks of first- and second-generation Italians vary substantially. The healthy migrant effect and health disadvantage among second-generation Italians show characteristic age/sex patterns. Future investigation of health behavior and cause-specific mortality is needed to better understand different mortality risks. Such insights will facilitate adequate prevention and health promotion efforts.
Migrants to European countries (e.g., Sweden, Belgium and the Netherlands) were reported to have lower overall mortality rates than the respective local population [1–3]. A similar difference has been documented for Latino immigrants to the United States [4, 5]. In Europe as well as in the U.S., migrants are generally characterized by low socio-economic status (SES) and working in unhealthy jobs. Low SES has been shown to be related to unfavorable health behavior, opportunities and outcomes (e.g., physical inactivity, smoking, unhealthy dietary habits, difficulties in accessing health services, morbidity and mortality) [6–8]. This phenomenon of lower mortality in the socio-economically disadvantaged Latino population in the U.S. was called the “Latino mortality paradox” . This term was later modified in the European context to “Mediterranean migrants’ mortality paradox” .
Established theoretical explanations focus on selective migration flows of healthy workers (healthy-migrant hypothesis). Others assume that protective social and cultural factors from the country of origin entail general health advantages,e.g., lower suicide rates among migrants from Southern Europe [11, 12]. Generally, the impact of the culture of origin diminishes with increasing length of stay . The literature suggests that beliefs and norms concerning health behavior change due to acculturation . Language is a proxy for acculturation. Furthermore, it has repeatedly been shown that language is an important predictor of health care utilization and health status . However, it has been reported that acculturation processes and SES are interlinked and should both be considered .
Methodical and conceptual considerations are related to the choice of the reference population (host population vs. non migrating cohort in the country of origin) and distinguish between ‘arrival’ and ‘post-arrival’ phase’ . Further difficulties refer to the re-migration of sick individuals (salmon-bias hypothesis) [3, 9] and under-reported re-emigration (‘over-coverage’ ), bothbiasing mortality figures. However, several findings suggest that the lower mortality among migrants is at least partially real [3, 5, 9, 17]. With the Swiss National Cohort (see Methods, below), we substantially reduce the over-coverage and other numerator/denominator problems occurring in mortality analyses among migrant populations.
There is abundant literature investigating cancer among Italian migrants, e.g. . However, to our knowledge systematic analyses on all-cause mortality are lacking. This paper presents differences in all-cause mortality between Swiss nationals and individuals with an Italian background. Italians were the most numerous foreign population group in Switzerland since World War II, reaching a maximum of 555,000 persons in 1974 (seasonal workers not included) - i.e., 52% of all foreign nationals or almost 9% of the overall population of Switzerland at that time .
In Switzerland, health care insurance is mandatory, and access to health care is regarded to be universal . However, while lower overall hospitalization rates were reported for migrants generally, Italians had higher rates for admissions due to ischemic heart diseases . Self-reported health of immigrants has also been lower than that of Swiss nationals .
In our analyses, we investigate the hypotheses that compared to native Swiss (1) Italian immigrants possess an all-cause mortality advantage whereas (2) their offspring demonstrate higher all-cause mortality risk, but differences in mortality are (3) moderated by the adoption of Swiss regional languages.
Data were derived from the Swiss National Cohort (SNC), an anonymous record linkage of census, cause of death and emigration files . Ethics approval (Nr. 13/06) was obtained by the Ethics Committee of the Canton of Zurich (Kantonale Ethik-Kommision, KEK).
Between 1850 and 2000, national censuses were conducted in Switzerland at 10-year intervals in early December of a census year and information about sex, age, country of birth, nationality, educational level and marital status is taken from the 1990 census. Marital status was categorized into single, married, widowed and divorced/separated. Educational level was classified according to the International Standard Classification of Education (ISCED): compulsory schooling (ISCED levels 0–2), secondary (3), higher secondary (4) and tertiary education (5–6) . Usual minimal numbers of years for each educational category in Switzerland are 9, 11–12, 14–15 and 16, respectively. Swiss census enumeration and registration of deaths occurring in Switzerland (including cause of death information) is presumed to be virtually complete .
In multilingual persons, the preferred language is also a significant marker of cultural identity. A special feature of Swiss censuses is the assessment of mastered languages. Until 1980, censuses included only one language item (“What language do you think in and do you master best?”), permitting only a single response. Although in 1990 this question was complemented by additional language questions, the quality of these items is unsure. Hence we restricted the analyses to the more reliable question concerning principal language. One out of four Italians born in Switzerland still reported Italian as their main language. Nevertheless, it can be assumed that the vast majority of individuals with Italian background can understand both Italian and the regional language, and that the principal language indicated stands more for mental acculturation than actual fluency.
For comparisons with the non-migrating cohort in the country of origin, cross-sectional mortality and population data for Italy was derived from the WHO mortality database (http://www.who.int/whosis/mort/download/en/).
In this study, migration background is conceptualized by considering both citizenship (addressed as nationality below) and birthplace. In Swiss law, citizenship is acquired through descent (jus sanguinis) or naturalization (after a relatively long stay in the country and sufficient knowledge of regional language).
First-generation Italians (in analyses referred to as “IT, *IT”): Italian nationality, born in Italy
Second-generation Italians (IT, *CH): Italian nationality, born in Switzerland
Italy-born Swiss (CH, *IT): Swiss nationality, born in Italy
Native Swiss (CH, *CH): Swiss nationality, born in Switzerland
The category “Italy-born Swiss” encompasses both naturalized Italian immigrants and native Swiss born in Italy. In the 1990 census, only one nationality could be reported. Swiss nationals with additional citizenship were instructed to declare themselves as “Swiss”. Therefore, we have no information on individuals’ possible second nationalities. For multivariate analyses, we further differentiated people with Italian background into those who reported Italian as principal language and those reporting the region-specific language (German or French).
The current SNC database encompasses 6,873,687 persons registered in the 1990 census and 1,037,335 deaths occurring between the 1990 census and the end of 2008. Individuals with non-Swiss and non-Italian nationality or born in neither Switzerland nor Italy were excluded. We further excluded persons living in the Italian-speaking part of Switzerland (~4%) or reporting a language other than Italian or the regional Swiss language. Cut-off points for age at baseline were set at 25 and 90 years. However, individuals contributed person years and deaths only after their 40th birthday. The high lower age limit is due to the reliance on educational data from the 1990 census, implying that generally even the youngest individuals included in our analyses should have reached their highest educational level by 1990. We further excluded 186,732 individuals which could neither be linked to a 2000 census record nor were documented to have died or emigrated.
Each individual added person-years starting at the 40th birthday and ending either one day before the 90th birthday, date of death or emigration or December 31, 2008. With respect to all mentioned conditions, 3,399,660 individuals accumulating 698,779 deaths and 44,836,189 person years were included.
Observation time was partitioned into two periods. The first one begins on the day of the 1990 census (December 4, 1990) and ends on the 2000 census day (December 5, 2000). Within this time-span, follow-up status of the whole study population is known. The second period starts at December 5, 2000 and ends on December 31, 2008 and contains an unknown number of individuals lost to follow-up (all persons without linked death or emigration record have to be assumed to be alive at the end of 2008).
Statistical analyses were done in Stata 11.2  and cover descriptive statistics (counts, means and relative frequencies), age-standardized (WHO standard population “Europe”) mortality rates and multivariate models (Cox regressions). The proportional hazard assumption appeared to be widely fulfilled.
Study population, Swiss National Cohort, 1990–2008, 25–89 years at baseline
Individuals included in analysis
German- + French-speaking Switzerland
Mean age on 1990,12,4
Marital status (%)
Main language (%)
Preponderant regional language
Age-standardized mortality rates
Age-standardized mortality rates per 100,000 person-years, 1990–2008 individuals aged 25–89 years at baseline
Cox regression 1990–2008, individuals aged, 25–89 years at baseline.
IT, *IT, Italian
IT, *IT, Regional
IT, *CH, Italian
IT, *CH, Regional
CH, *IT, Italian
CH, *IT, Regional
CH, *CH (ref.)
Compulsory school (ref.)
Higher secondary education
German-speaking Switzerland (ref.)
In women, two migrant groups had significantly different mortality risk compared to native Swiss, but only when adhering to Italian as main language (Table 3): first-generation Italians and Italy-born Swiss had HR’s of 0.90 (CI: 0.87-0.92) and 0.94 (0.90-0.98), respectively. No effect was observed for Switzerland-born Italians and for any group having adopted the regional language.
The findings also showed the higher the educational level, the lower the mortality risk. People living alone showed significantly higher mortality compared to married people. Mortality was lower in French- than German-speaking Switzerland among women, but not among men. Additional models including interaction terms between migration background and language region or period showed no remarkable differences.
First-generation Italians had a mortality advantage compared to native Swiss. This is in line with international findings-e.g., a Swedish study on migrants from southern Europe, ex-Yugoslavia and Turkey  and the only Swiss study on mortality among foreigners  which reported lower age-standardized mortality rates for foreigners compared to Swiss nationals (men −19%, women −14%). However, the latter study was cross-sectional and did not distinguish between migrants and their offspring. Nevertheless, the mortality advantage of Italian immigrants in Switzerland may be a real phenomenon rather than an artifact. This notion is also supported by a Belgian study based on register data .
We also found that second-generation Italian men were exposed to higher mortality risk. In this group, adoption of the regional language attenuated the excess mortality observed. Other authors have also documented higher mortality rates in the offspring of migrants. In England and Wales, second- and third-generation Irish people aged 15–44 years demonstrated excess mortality [28, 29]. Sons of Italian migrants in Sweden had a higher mortality risk than native Swedish nationals . This is consistent with the acculturation hypothesis. As the duration of stay increases, immigrants increasingly adopt the local lifestyle and protective features of their culture of origin are only partially maintained by their offspring . But for mortality, the acculturation hypothesis has been confirmed in some, but not all migrant populations [30–32].
In our study, the mortality advantage in first-generation Italians was greater for men than women but diminished in men and lost significance in women who had adopted the regional language.
In a study on second-generation Italians in Switzerland, two main types of orientation were differentiated: “casual Latins” emphasized their Italian origin and only rarely got involved in Switzerland’s political agenda and discourses . A similar observation was made for Italians living in Peterborough, UK, characterized as economically integrated but socially encapsulated . In contrast to the “casual Latins” the “sushi-eating secondos” adhered to a cosmopolitan kind of Italian culture and lifestyle and signalized interest in cultural diversity and Swiss values . It may be assumed that adoption of the regional language corresponds with these constructed ideal types. If adoption of the regional language is interpreted as an indicator of acculturation, our results are also in line with the attenuation of health advantages over time as described above.
Notwithstanding the larger proportion of people with an Italian migration background in the French-speaking part of Switzerland, separate Cox regression models could not discern clear differences in mortality risk between Italians in German- vs. French-speaking Switzerland, irrespective of adoption of the regional language.
Controlling for period revealed a period effect which may be caused by undetected loss to follow-up in the second period. Apart from this, the hazard ratios were very similar when calculated for both periods separately. The relationships between migration background and mortality may therefore be assumed to be stable over time.
Strengths and limitations
The mortality advantage of first-generation Italians in the context of our study is meaningful as we avoid the numerator-denominator bias inherent to cross-sectional studies by using SNC data. Individuals were selected if they had taken part in both Swiss censuses (1990 and 2000) or are documented to have died or emigrated. This criterion is important because many migrants who re-emigrate do not report their move to the authorities. Indeed, in Sweden, it was estimated that 10% of the immigrants who leave the country do not fulfill this obligation in order to keep an option open for re-migration or access to better health care than in their country of origin [1, 35]. In France, the proportion of missing deaths among Moroccan men was estimated at 23% . However, the SNC also includes deaths which had occurred abroad as covered by the foreigners’ registration system, but not the routine mortality statistics. In the first period, this applies to 381 deaths (4% of deaths of first-generation and 1% of Switzerland-born Italians), in the second period to 933 (10% and 4.5%, respectively).
A few methodical limitations should be mentioned. First, for the second period (after the 2000 census), information was missing for an unknown number of individuals having emigrated without notification and some deaths not linkable to the SNC. Restricting the analyses to the first period (1990–2000) may enhance reliability but at the expense of statistical power. Sensitivity analyses showed essentially the same patterns when limited to data from the first period. We, therefore, preferred to control the pooled analyses with a period dummy. Second, we had no information on the exact origin of migrants. Since there is a substantial south–north gradient in mortality within Italy [36, 37], analyses with this additional information may help explain differences in mortality between different migration groups. Third, the migration category ‘Swiss nationals born in Italy’ does not permit distinction between naturalized Italian immigrants and the offspring of Swiss nationals born in Italy. A fourth limitation is the lack of data on the duration of stay and on immigration class. The majority of Italians in Switzerland immigrated during the 1950s and 1960s. It is, therefore, possible that the observed differences between migration categories are confounded by cohort effects. However, immigration class should not bias our results.
We found significant differences in mortality between native Swiss and specific groups of individuals with Italian background in Switzerland. We observed substantial variation between first- and second-generation Italians: while first-generation males and females had a significant survival advantage compared to Swiss nationals, second-generation males demonstrated a significantly higher mortality risk. Given the substantial number of second-generation Italians, their poorer health might become a significant public health burden in the future. The situation of migrants and their offspring with respect to poorer self-reported and actual health status [2, 12, 21, 22, 38] calls for public health actions focused on second-generation Italians. Further investigations should, therefore, take a closer look at potential resources (e.g., social networks, dietary patterns) and specific risks in health behavior, morbidity and cause-specific death rates, in order to customize preventive and health promotion efforts.
The authors are grateful to Julia Braun for statistical advice and to David Faeh and Jen Wang for helpful comments and proofreading.
The authors thank the Swiss Federal Statistical Office for providing mortality and census data and for the support which made the Swiss National Cohort and this study possible. The members of the Swiss National Cohort Study Group are Felix Gutzwiller (Chairman of Executive Board), Matthias Bopp (both Zurich), Matthias Egger (Chairman of Scientific Board), Adrian Spoerri, and Marcel Zwahlen (all Bern), Nino Künzli (Basel), Fred Paccaud (Lausanne) and Michel Oris (Geneva).
This work was supported by the Swiss National Science Foundation (grants 3347CO-108806 and 33CS30-134273).
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