- Research article
- Open Access
Prevalence and management of cardiovascular risk factors in Portuguese living in Portugal and Portuguese who migrated to Switzerland
BMC Public Health volume 15, Article number: 307 (2015)
Information regarding the health status of migrants compared to subjects who remain in the country of origin is scarce. We compared the levels and management of the main cardiovascular risk factors between Portuguese living in Porto (Portugal) and Portuguese migrants living in Lausanne (Switzerland).
Cross-sectional studies conducted in Porto (EPIPorto, 1999 to 2003, n = 1150) and Lausanne (CoLaus, 2003 to 2006, n = 388) among subjects aged 35–65 years. Educational level, medical history and time since migration were collected using structured questionnaires. Body mass index, blood pressure, cholesterol and glucose levels were measured using standardized procedures.
Portuguese living in Lausanne were younger, more frequently male and had lower education than Portuguese living in Porto. After multivariate adjustment using Poisson regression, no differences were found between Portuguese living in Porto or in Lausanne: prevalence rate ratio (PRR) and (95% confidence interval) for Portuguese living in Lausanne relative to Portuguese living in Porto: 0.92 (0.71 - 1.18) for current smoking; 0.78 (0.59 - 1.04) for obesity; 0.81 (0.62 - 1.05) for abdominal obesity; 0.82 (0.64 - 1.06) for hypertension; 0.88 (0.75 - 1.04) for hypercholesterolemia and 0.92 (0.49 - 1.73) for diabetes. Treatment and control rates for hypercholesterolemia were higher among Portuguese living in Lausanne: PRR = 1.91 (1.15 - 3.19) and 3.98 (1.59 - 9.99) for treatment and control, respectively. Conversely, no differences were found regarding hypertension treatment and control rates: PRR = 0.98 (0.66 - 1.46) and 0.97 (0.49 - 1.91), respectively, and for treatment rates of diabetes: PRR = 1.51 (0.70 - 3.25).
Portuguese living in Lausanne, Switzerland, present a similar cardiovascular risk profile but tend to be better managed regarding hypercholesterolemia than Portuguese living in Porto, Portugal.
Between 1990 and 2013, the number of international migrants in Europe increased from 50 to 72 million . Migrants are generally seen as a vulnerable population with disadvantaged cardiovascular health profiles , although this statement has been challenged . Indeed, cardiovascular risk varies according to country of origin , and some migrant groups have a lower cardiovascular risk than the general population of the host country [5-7]. Conflicting results regarding the management of cardiovascular risk factors among migrants have also been reported, some studies suggesting that migrants are less well managed than nationals from the host country [8,9], while other studies found no such differences [10,11]. Still, most migrant studies compared migrants and nationals from the host country , while data comparing migrants with the population of their country of origin are scarce [12,13]. Further, most studies addressed the effect of migration on subjects going from non-Western countries to Western countries, and less is known regarding migrants going from a Western country to another.
Although several studies have compared the health status of Portuguese migrants with Swiss nationals [14,15], little is known on how cardiovascular risk profiles and management differ between resident and migrant Portuguese. In a previous study , we showed that Portuguese migrants in Switzerland did not differ from resident Portuguese regarding most cardiovascular risk factors, but the study relied on self-reported rather than objectively measured data.
Thus, we aimed to compare the prevalence and management of the main cardiovascular risk factors between Portuguese living in Porto and Portuguese migrants living in Lausanne using objective data from two population-based studies. Our main hypothesis was that migrating to a wealthier country would translate into a better management of cardiovascular risk factors.
The methodologies of the EPIPorto and CoLaus studies have been described previously [17,18] and are summarized in Additional file 1: Table S1. Both studies have been approved by the local ethics committees and comply with the declaration of Helsinki. The CoLaus study was approved by the Commission cantonale d'Éthique de la Recherche sur l'être humain of canton Vaud, Lausanne, Switzerland (www.cer-vd.ch) and the EpiPorto was approved by the Comissão de Ética para a Saúde do Centro Hospitalar de São João e da Faculdade de Medicina da Universidade do Porto (file 65/95). All participants provided their written informed consent. As the prevalence of most cardiovascular risk factors is lower in younger individuals and most migrants tend to return to their original country after retiring, subjects aged <35 or >65 years (age for retirement in Switzerland) were excluded.
Data collection is summarized in Additional file 1: Table S2. In both studies, serum glucose level was determined using routine enzymatic methods; total and HDL cholesterol and triglyceride levels were determined using standard enzymatic colorimetric methods and low density lipoprotein cholesterol (LDL-C) levels were calculated using the Friedewald equation if triglycerides were <4.6 mmol/l.
In both studies, information on sociodemographic characteristics and medical history was collected by trained interviewers using structured questionnaires. Education was grouped as elementary, secondary or university. Ongoing treatment for hypertension, dyslipidemia and diabetes mellitus was considered according to reported information. Specifically in the CoLaus study information on length of stay in Switzerland was collected and dichotomized using 5 years as a cut-off value. Overweight was defined as a body mass index (BMI) ≥25 and <30 kg/m2; obesity for a BMI ≥ 30 kg/m2. Abdominal obesity was defined as waist > 102 cm (men) or >88 cm (women) . Hypertension was considered if the participant had a systolic blood pressure (SBP) ≥140 mmHg or a diastolic blood pressure (DBP) ≥90 mmHg or was taking antihypertensive drugs. Treated hypertensive participants were considered controlled if they had SBP < 140 and DBP < 90 mm Hg. Hypercholesterolemia was considered if the participant had a total cholesterol > 5.2 mmol/L or was on hypolipidemic drugs. Treated hypercholesterolemic participants were considered controlled if they had a total cholesterol ≤ 5.2 mmol/L. Diabetes was considered if the participant had a glucose level ≥7.0 mmol/L or reported taking antidiabetic drugs.
Statistical analyses were performed using Stata version 12.0 for Windows (Stata Corp, College Station, Texas, USA). Descriptive results were expressed as number of participants (percentage) or as average ± standard deviation. Bivariate analyses were performed using chi-square or Fisher’s exact test for qualitative variables and Student’s t-test for quantitative variables. For multivariate analysis of qualitative variables, Poisson regression was preferred to logistic regression because most outcomes of interest exceeded 20%. Results were expressed as prevalence rate ratio and 95% confidence interval. Statistical significance was assessed for p < 0.05.
Characteristics of participants
The main characteristics of participants according to study are summarized in Table 1. Portuguese living in Lausanne were more frequently men, were younger and had a lower educational level than Portuguese living in Porto. The average length of stay for the Portuguese migrants was 18 ± 6 years (range 1 – 52), and 381 out of 388 (98.2%) had a length of stay ≥5 years.
Prevalence and management of cardiovascular risk factors
The prevalence of cardiovascular risk factors according to place of living and the results of the multivariate analyses are summarized in Table 2. Portuguese living in Lausanne had a higher prevalence rate of being treated or controlled for hypercholesterolemia (Table 2). No differences were found regarding smoking; overall or abdominal obesity; hypertension prevalence, management and control; hypercholesterolemia prevalence; diabetes prevalence or treatment (Table 2), and similar findings were obtained after excluding subjects living in Switzerland for less than 5 years (Table 3).
To our knowledge, this is one of the few studies assessing differences in cardiovascular risk factor levels and management among migrants going from a developed country to another. Our results suggest that Portuguese migrants living in Lausanne, Switzerland, have a similar cardiovascular risk profile but are better managed regarding hypercholesterolemia than Portuguese living in Porto, Portugal.
Characteristics of participants
In agreement with previous reports , Portuguese living in Lausanne were more frequently male, were younger and had a lower educational level than Portuguese living in Porto. These differences can be explained by the fact that unemployment rates in Portugal are higher among younger and/or lower educated people , urging them to migrate in search of an employment. The higher prevalence of men among Portuguese migrants can be explained by the fact that in the majority of Portuguese couples, men migrate first in search of employment, the wife joining afterwards.
Prevalence and management of cardiovascular risk factors
Both Portugal and Switzerland have universal health insurance coverage, but the degree of coverage varies. In Switzerland, health insurance is compulsory and insurance premiums are paid independently of income. The insured person pays part of the cost of treatment. Between 1999 and 2010, health insurance premiums increased by 77%, coupled with increasing out-of-pocket payments [22,23]. In Portugal, the health service is based on a universal system access to medical care, comprehensive and free, funded by taxation and complemented by public insurance funds and private and direct payments . Contrary to Switzerland, where the choice of a doctor is free and multiple doctors are allowed, in Portugal, the choice the doctor is not allowed to patients, the waiting time before being received by a doctor is sometimes long, which is troublesome during a sudden illness [25,26]. Hence, obtaining an appointment might be easier in Switzerland than in Portugal, thus increasing the likelihood of diagnosing and adequately managing cardiovascular risk factors. Indeed, more than 90% of the Portuguese migrants in Switzerland have a personal doctor and adopt a more preventive behavior than the other migrant populations, which translates into a higher propensity to frequently change doctor and challenge the diagnoses proposed .
Contrary to a previous study that compared self-reported data , no differences were found between Portuguese migrants and Portuguese living in Porto regarding obesity levels. Similarly, no differences were found regarding the prevalence of hypertension, hypercholesterolemia and diabetes, suggesting that migration to Switzerland does not impact the prevalence of cardiovascular risk factors among Portuguese. These findings go against the “health migrant effect”, i.e. that subjects who migrate tend to be healthier than subjects who remained in their country or even healthier than natives of the host country . Possible explanations include the high unemployment rate and hard living conditions in Portugal, which would have prompted unemployed subjects to migrate irrespective of their health condition; another explanation is that Portuguese migrants tend to live together and maintain their original dietary habits, which would sustain the prevalence of cardiovascular risk factors as in their country of origin. Previous  and on-going studies comparing the lifestyle behaviors (i.e. physical activity and diet) of Portuguese migrants, Portuguese residents and Swiss nationals will help a better assessment of the determinants of cardiovascular risk factors among Portuguese migrants.
Sixty-two out of the 74 obese Portuguese migrants in Switzerland (84%) indicated having been told by their doctor that they had excess weight, a value considerably higher than the 17% previously reported for Portugal . Differences in awareness and management may also account for the the fact that hypercholesterolemic Portuguese subjects living in Porto were significantly less likely to be treated and controlled than their migrant counterparts. Although no significant differences were found regarding hypertension treatment and control, less than 4 out of 10 hypertensive participants were treated, and less than 4 out of 10 treated hypertensive participants were controlled. These values are lower than those previously reported in Switzerland , which may imply some degree of heterogeneity in hypertension management between Portuguese migrants in Lausanne and Swiss nationals. Portuguese migrants also tended to have a higher likelihood of being treated for diabetes than Portuguese residents, but no statistical significance was obtained due to the small sample size. Overall, our results suggest that Portuguese living in Lausanne have a similar cardiovascular risk factor profile and tend to be better managed regarding hypercholesterolemia than Portuguese living in Porto.
Strengths and limitations
This study has several strengths: first, it used data from two population-based surveys and relied on objective standardized and validated measurements. Second, sensitivity analyses performed after excluding migrants living in Switzerland for less than 5 years did not change our main conclusions (Table 3). Hence, the differences between Portuguese residents and migrants might be attributable to changes in living environment rather than to unmeasured individual characteristics associated with migration.
This study has also several limitations worth acknowledging. First, our migrant sample includes individuals migrating from urban and rural areas, while the resident sample is mostly urban. Still, the rural exodus observed in Portugal in the 60s and 70s was directed to the two main urban centers, Porto and Lisbon  and approximately half of the Portuguese residents was born outside Porto (data not shown). These might reduce comparability issues regarding the urban or rural origin of the participants. Second, the fact that the interviews in CoLaus were conducted in French might have selected migrants with adequate knowledge of the language. Still, their socio-economic features are in agreement with other studies conducted among Portuguese migrants . Third, the participation rate in the CoLaus study was relatively low, but comparable with the MONICA surveys conducted in Switzerland and in other countries . This might have led to the selection of health-conscious subjects, which could partly explain the better management of lipid levels among Portuguese migrants. Fourth, the two studies were not conducted simultaneously, and new European guidelines for management of hypertension and for cardiovascular disease prevention were issued in 2003 [33,34], which could have changed cardiovascular risk factor management among Portuguese migrants. Still, Switzerland has its own guidelines regarding cardiovascular disease management, and it has been shown that Swiss doctors use guidelines from different sources in their clinical practice . Thus, it is likely the impact of the European guidelines in cardiovascular disease management in Switzerland after 2003 might be modest. Finally, other factors might intervene regarding the prevalence and management of cardiovascular risk factors. Married subjects are more likely to attend health checks ; subjects with a lower income tend to forgo healthcare for economic reasons [22,23]. Unfortunately, no such data was available or collected using similar criteria in both studies. The ongoing follow-up of the CoLaus cohort will include more detailed familial and socio-economic data such as work history, income, and housing conditions (location, neighborhood, pollution and noise levels). Further, in Switzerland, regional differences in cardiovascular risk factor screening and management have been reported, so that migration to regions other than Vaud might lead to different results .
Portuguese living in Lausanne present a similar cardiovascular risk profile but tend to be better managed regarding hypercholesterolemia than Portuguese living in Porto.
International Migrant Stock, the 2008 Revision [http://esa.un.org/unmigration/TIMSA2013/Data/subsheets/UN_MigrantStock_2013T1.xls].
McKay L, Macintyre S, Ellaway A. Migration and Health: a review of the International literature. Glasgow, Scotland: MRC Social & Public Health Sciences Unit; 2003.
Gadd M, Johansson SE, Sundquist J, Wandell P. Are there differences in all-cause and coronary heart disease mortality between immigrants in Sweden and in their country of birth? A follow-up study of total populations. BMC Public Health. 2006;6:102.
Rafnsson SB, Bhopal RS, Agyemang C, Fagot-Campagna A, Harding S, Hammar N, et al. Sizable variations in circulatory disease mortality by region and country of birth in six European countries. Eur J Public Health. 2013;23(4):594–605.
Bhopal RS, Bansal N, Fischbacher CM, Brown H, Capewell S, Scottish H, et al. Ethnic variations in the incidence and mortality of stroke in the Scottish Health and Ethnicity Linkage Study of 4.65 million people. Eur J Prev Cardiol. 2012;19(6):1503–8.
Kumar BN, Selmer R, Lindman AS, Tverdal A, Falster K, Meyer HE. Ethnic differences in SCORE cardiovascular risk in Oslo, Norway. Eur J Cardiovasc Prev Rehabil. 2009;16(2):229–34.
van Oeffelen AA, Vaartjes I, Stronks K, Bots ML, Agyemang C. Incidence of acute myocardial infarction in first and second generation minority groups: does the second generation converge towards the majority population? Int J Cardiol. 2013;168(6):5422–9.
Hempler NF, Diderichsen F, Larsen FB, Ladelund S, Jorgensen T. Do immigrants from Turkey, Pakistan and Yugoslavia receive adequate medical treatment with beta-blockers and statins after acute myocardial infarction compared with Danish-born residents? A register-based follow-up study. Eur J Clin Pharmacol. 2010;66(7):735–42.
Mathur R, Hull SA, Badrick E, Robson J. Cardiovascular multimorbidity: the effect of ethnicity on prevalence and risk factor management. Br J Gen Pract. 2011;61(586):e262–70.
Agyemang C, Ujcic-Voortman J, Uitenbroek D, Foets M, Droomers M. Prevalence and management of hypertension among Turkish, Moroccan and native Dutch ethnic groups in Amsterdam, the Netherlands: The Amsterdam Health Monitor Survey. J Hypertens. 2006;24(11):2169–76.
Schofield P, Saka O, Ashworth M. Ethnic differences in blood pressure monitoring and control in south east London. Br J Gen Pract. 2011;61(585):190–6.
Kouris Blazos A, Wahlqvist ML, Trichopoulou A, Polychronopoulos E, Trichopoulos D. Health and nutritional status of elderly Greek migrants to Melbourne, Australia. Age Ageing. 1996;25(3):177–89.
Bjerregaard P, Jorgensen ME, Lumholt P, Mosgaard L, Borch-Johnsen K, Study GP. Higher blood pressure among Inuit migrants in Denmark than among the Inuit in Greenland. J Epidemiol Commun Health. 2002;56(4):279–84.
Marques-Vidal P, Vollenweider P, Waeber G, Paccaud F. Prevalence of overweight and obesity among migrants in Switzerland: association with country of origin. Public Health Nutr. 2011;14(7):1148–56.
Marques-Vidal P, Vollenweider P, Waeber G, Paccaud F. The prevalence and management of cardiovascular risk factors in immigrant groups in Switzerland. Int J Public Health. 2012;57(1):63–77.
Alves L, Azevedo A, Barros H, Paccaud F, Marques-Vidal P. Portuguese migrants in Switzerland: healthcare and health status compared to Portuguese residents. PLoS One. 2013;8(10):e77066.
Firmann M, Mayor V, Vidal PM, Bochud M, Pecoud A, Hayoz D, et al. The CoLaus study: a population-based study to investigate the epidemiology and genetic determinants of cardiovascular risk factors and metabolic syndrome. BMC Cardiovasc Disord. 2008;8:6.
Santos AC, Barros H. Prevalence and determinants of obesity in an urban sample of Portuguese adults. Public Health. 2003;117(6):430–7.
Lean ME, Han TS, Morrison CE. Waist circumference as a measure for indicating need for weight management. BMJ. 1995;311(6998):158–61.
Fibbi R, Bolzman C, Fernandez A, Gomensoro A, Kaya B, Maire C, Merçay C, Pecoraro M, Wanner P. Les Portugais en Suisse. In. Edited by (ODM) Ofdm. Bern-Wabern, Switzerland; 2010: 114.
Taxa de desemprego: total e por nível de escolaridade completo (%) [www.pordata.pt/Portugal/Taxa+de+desemprego+total+e+por+nivel+de+escolaridade+completo+(percentagem)-1009.]
Guessous I, Gaspoz JM, Theler JM, Wolff H. High prevalence of forgoing healthcare for economic reasons in Switzerland: a population-based study in a region with universal health insurance coverage. Prev Med. 2012;55(5):521–7.
Guessous I, Theler JM, Izart CD, Stringhini S, Bodenmann P, Gaspoz JM, et al. Forgoing dental care for economic reasons in Switzerland: a six-year cross-sectional population-based study. BMC Oral Health. 2014;14:121.
Barros PP, de Almeida SJ. Portugal: health system review. Health Syst Transit. 2007;9(5):1–140.
Cabral MV, Alcântara Da Silva P. O Estado da Saúde em Portugal: acesso, avaliação e atitudes da população portuguesa em relação ao sistema de saúde- evolução entre 2001 e 2008 e comparações regionais. Lisboa, Portugal: Imprensa de Ciências Sociais; 2009.
Ferreira PL, Antunes P, Portugal S. O valor dos cuidados primários: Perspectiva dos utilizadores das USF - 2009. 1st ed. Lisboa, Portugal: Ministério da Saúde [Portuguese Ministry of Health]; 2010. p. 99.
Palloni A, Arias E. Paradox lost: explaining the Hispanic adult mortality advantage. Demography. 2004;41(3):385–415.
Volken T, Ruesch P, Guggisberg J. Fruit and vegetable consumption among migrants in Switzerland. Public Health Nutr. 2013;16(1):156–63.
Marques-Vidal P, Paccaud F, Ravasco P. Underdiagnosed and undertreated: obesity in the portuguese population. Arch Intern Med. 2011;171(16):1511–2.
Danon-Hersch N, Marques-Vidal P, Bovet P, Chiolero A, Paccaud F, Pecoud A, et al. Prevalence, awareness, treatment and control of high blood pressure in a Swiss city general population: the CoLaus study. Eur J Cardiovasc Prev Rehabil. 2009;16(1):66–72.
Rosa MJV, Vieira C. A população portuguesa no século XX: análise dos censos de 1900 a 2001. Lisboa, Portugal: Imprensa de Ciências Sociais; 2003.
Tolonen H, Ahonen S, Jentoft S, Kuulasmaa K, Heldal J, for the European Health Examination Pilot Project. Differences in participation rates and lessons learned about recruitment of participants – the European Health Examination Survey Pilot Project. Scand J Public Health. 2015;43(2):212–9.
De Backer G, Ambrosioni E, Borch-Johnsen K, Brotons C, Cifkova R, Dallongeville J, et al. European guidelines on cardiovascular disease prevention in clinical practice: third joint task force of European and other societies on cardiovascular disease prevention in clinical practice (constituted by representatives of eight societies and by invited experts). Eur J Cardiovasc Prev Rehabil. 2003;10(4):S1–10.
European Society of Hypertension-European Society of Cardiology Guidelines C. 2003 European Society of Hypertension-European Society of Cardiology guidelines for the management of arterial hypertension. J Hypertens. 2003;21(6):1011–53.
Nanchen D, Chiolero A, Marques-Vidal PM, Cornuz J, Waeber G, Vollenweider P, et al. [Statin prescription in primary prevention: which cardiovascular risk score should be used in Switzerland?]. Rev Med Suisse. 2010;6(239):488–90.
Dryden R, Williams B, McCowan C, Themessl-Huber M. What do we know about who does and does not attend general health checks? Findings from a narrative scoping review. BMC Public Health. 2012;12:723.
Marques-Vidal P, Paccaud F. Regional differences in self-reported screening, prevalence and management of cardiovascular risk factors in Switzerland. BMC Public Health. 2012;12:246.
The EPIPorto study was funded by Fundação para a Ciência e a Tecnologia (Foundation for Science and Technology) (PraxisXXI/2/2.1/SAU/1332/95, POCTI/ESP/35769/99). The CoLaus/PsyCoLaus study was and is supported by research grants from GlaxoSmithKline, the Faculty of Biology and Medicine of Lausanne, Switzerland and three grants of the Swiss National Science Foundation (grants (#3200B0–105993, #3200B0-118308, #33CSCO-122661). All funding bodies had no influence in design, in the collection, analysis, and interpretation of data; in the writing of the manuscript; and in the decision to submit the manuscript for publication.
PV and GW received an unrestricted grant from GlaxoSmithKline to build the CoLaus study. The other authors report no competing interests.
LA and PMV performed the statistical analysis and drafted the manuscript. FG AA, HB, PV and GW conceived the study, and participated in its design and coordination and helped to draft the manuscript. All authors read and approved the final manuscript.
Additional file 1:
Table S1. sampling procedures of the EpiPorto and the CoLaus studies. Table S2. data collection of the EpiPorto and the CoLaus studies.
Rights and permissions
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
About this article
Cite this article
Alves, L., Azevedo, A., Barros, H. et al. Prevalence and management of cardiovascular risk factors in Portuguese living in Portugal and Portuguese who migrated to Switzerland. BMC Public Health 15, 307 (2015). https://doi.org/10.1186/s12889-015-1659-8
- Risk factors
- Cardiovascular diseases