Skip to main content

Advertisement

Log in

Does poorer self-rated health mediate the effect of Roma ethnicity on mortality in patients with coronary artery disease after coronaro-angiography?

  • Original Article
  • Published:
International Journal of Public Health

Abstract

Objectives

The aim of this prospective cohort study was to assess the effect of Roma ethnicity and self-rated health (SRH) on 9-year all-cause mortality in patients with coronary artery disease (CAD) after coronaro-angiography (CAG), and whether SRH mediates the effect of ethnicity.

Methods

623 patients (103 Roma) were included. We obtained data from medical records and patients interviews. A Cox regression model adjusted for age, gender and education was used to analyze the effect of Roma ethnicity on mortality, as well as potential mediation by SRH.

Results

Roma ethnicity and poor SRH were predictors of increased mortality in patients with CAD, with hazard rates (95 % confidence intervals) 2.34 (1.24; 4.42) and 1.81 (1.02; 3.21). Adding education decreased the size of ethnic differences in mortality. The mediating effect of SRH on the association of ethnicity with mortality was not statistically significant; neither modified ethnicity the effect of SRH.

Conclusions

Poor SRH does not mediate the higher mortality among Roma patients after CAG even though it indicates an increased risk of mortality. Roma patients with CAD have to be referred for special cardiological care earlier.

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
Fig. 2

Similar content being viewed by others

References

  • Babinska I, Veselska ZD, Bobakova D, Pella P, Panico S, Reijneveld SA, Jarcuska P et al (2013) Is the cardiovascular risk profile of people living in Roma settlements worse in comparison with the majority population in Slovakia? Int J Public Health 58:417–425

    Article  PubMed  Google Scholar 

  • Baron RM, Kenny DA (1986) The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol 51:1173–1182

    Article  CAS  PubMed  Google Scholar 

  • Belak A (2013) Health-System Limitations of Roma Health in Slovakia, a Qualitative Study. WHO Country Office, Bratislava in Slovakia

    Google Scholar 

  • Bogdanovic D, Nikic D, Petrovic B, Kocic B, Jovanovic J, Nikolic M, Milosevic Z (2007) Mortality of Roma population in Serbia, 2002–2005. Croat Med J 48:720–726

    PubMed  PubMed Central  Google Scholar 

  • Bosworth HB, Siegler IC, Brummett BH, Barefoot JC, Williams RB, Clapp-Channing NE, Mark DB (1999) The association between self-rated health and mortality in a well-characterized sample of coronary artery disease patients. Med Care 37:1226–1236

    Article  CAS  PubMed  Google Scholar 

  • Chen H, Cohen P, Chen S (2007) Biased odds ratios from dichotomization of age. Stat Med 26:3487–3497

    Article  PubMed  Google Scholar 

  • Cook B, Wayne GF, Valentine A, Lessios A, Yeh E (2013) Revisiting the evidence on health and health care disparities among the Roma: a systematic review 2003–2012. Int J Public Health 58:885–911

    Article  PubMed  Google Scholar 

  • European Parliament Resolution of 31 January 2008 on a European Strategy on the Roma, 2009/C 68 E06. P6 TA (2008) 0035 European Union Agency for Fundamental Rights EU-MIDIS. European Union Minorities Nad Discrimination Survey. Main Results Report; 2009, p 36

  • Failde I, Ramos I (2000) Validity and reliability of the SF-36 health survey questionnaire in patients with coronary artery disease. J Clin Epidemiol 53:359–365

    Article  CAS  PubMed  Google Scholar 

  • Filadelfiova J, Gerbery D, Skobla D (2007) Report on the Living Conditions of Roma in Slovakia. UNDP Regional Bureau for Europe and the Commonwealth of Independent States, Bratislava

    Google Scholar 

  • Hajioff S, McKee M (2000) The health of the Roma people: a review of the published literature. J Epidemiol Commun Health 54:864–869

    Article  CAS  Google Scholar 

  • Janevic T, Jankovic J, Bradley E (2012) Socioeconomic position, gender, and inequalities in self-rated health between Roma and non-Roma in Serbia. Int J Public Health 57:49–55

    Article  PubMed  Google Scholar 

  • Jarcuska P, Bobakova D, Uhrin J, Bobak L, Babinska I, Kolarcik P, Veselska Z, Madarasova Geckova A, HEPA-META team (2013) Are barriers in accessing health services in the Roma population associated with worse health status among Roma? Int J Public Health 58:427–434

    Article  PubMed  Google Scholar 

  • Keeley RD, Driscoll M (2010) A moderator-mediator analysis of coronary heart disease mortality. J Psychosom Res 69:549–554

    Article  PubMed  PubMed Central  Google Scholar 

  • Kohler IV, Preston SH (2011) Ethnic and religious differentials in Bulgarian mortality, 1993–98. Popul Stud 65:91–113

    Article  Google Scholar 

  • Kolarcik P, Geckova AM, Orosova O, Van Dijk JP, Reijneveld SA (2009) To what extent does socioeconomic status explain differences in health between Roma and non-Roma adolescents in Slovakia? Soc Sci Med 68:1279–1284

    Article  PubMed  Google Scholar 

  • Kosa Z, Szeles G, Kardos L, Kosa K, Nemeth R, Orszagh S, Fesus G et al (2007) A comparative health survey of the inhabitants of Roma settlements in Hungary. Am J Public Health 97:853–859

    Article  PubMed  PubMed Central  Google Scholar 

  • Krajcovicova-Kudlackova M, Blazicek P, Spustova V, Valachovicova M, Ginter E (2004) Cardiovascular risk factors in young Gypsy population. Bratisl Lek Listy 105:256–259

    CAS  PubMed  Google Scholar 

  • Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham et al (2012) Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the global burden of disease study 2010. Lancet 380:2095–2128

    Article  PubMed  Google Scholar 

  • Masseria C, Mladovsky P, Hernandez-Quevedo C (2010) The socio-economic determinants of the health status of Roma in comparison with non-Roma in Bulgaria, Hungary and Romania. Eur J Pub Health 20:549–554

    Article  Google Scholar 

  • Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, Ezzati M et al (2012) Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the global burden of disease Study 2010. Lancet 380:2197–2223

    Article  PubMed  Google Scholar 

  • Nesvadbova L, Rutsch J, Kroupa A, Sojka S (2000) The state of health of the Romany population in the Czech Republic. Cent Eur J Public Health 8:141–149

    CAS  PubMed  Google Scholar 

  • Nichols M, Towsed N, Luengo-Fernandez R, Leal J, Loray A, Scarborough P, Rayner M (2013) European cardiovascular disease statistics 2012. European Heart Network, Brussels. European Society of Cardiology, Sophia Antipolis

    Google Scholar 

  • Richiardi L, Bellocco R, Zugna D (2013) Mediation analysis in epidemiology: methods, interpretation and bias. Int J Epidemiol 42(5):1511–1519

    Article  PubMed  Google Scholar 

  • Rosicova K, Geckova AM, Rosic M, Speybroeck N, Groothoff JW, Van Dijk JP (2011) Socioeconomic factors, ethnicity and alcohol-related mortality in regions in Slovakia. what might a tree analysis add to our understanding? Health Place 17:701–709

    Article  PubMed  Google Scholar 

  • Schenkeveld L, Pedersen SS, Van Nierop JW et al (2010) Health-related quality of life and long-term mortality in patients treated with percutaneous coronary intervention. Am Heart J 159:471–476

    Article  PubMed  Google Scholar 

  • Sepkowitz KA (2006) Health of the world’s Roma population. Lancet 367:1707–1708

    Article  PubMed  Google Scholar 

  • Silarova B, Van Dijk JP, Nagyova I, Rosenberger J, Reijneveld SA (2014) Differences in health-related quality of life between Roma and non-Roma coronary heart disease patients: the role of hostility. Int J Public Health 59:271–277

    Article  PubMed  Google Scholar 

  • Skodova Z, Van Dijk JP, Nagyova I, Rosenberger J, Ondusova D, Studencan M, Reijneveld SA (2010) Psychosocial factors of coronary heart disease and quality of life among Roma coronary patients: a study matched by socioeconomic position. Int J Public Health 55:373–380

    Article  PubMed  Google Scholar 

  • Sudzinova A, Nagyova I, Studencan M, Rosenberger J, Skodova Z, Vargova H, Middel B, Reijneveld SA, Van Dijk JP (2013) Roma coronary heart disease patients have more medical risk factors and greater severity of coronary heart disease than non-Roma. Int J Public Health 58:409–415

    Article  CAS  PubMed  Google Scholar 

  • Tchetgen Tchetgen EJ (2011) On causal mediation analysis with a survival outcome. Int J Biostat 7:1–38

    Article  Google Scholar 

  • The Statistical Office of the Slovak Republic (2012) The 2011 Population and Housing Census. http://www.scitanie2011.sk. Accessed 8 June 2014

  • VanderWeele TJ (2011) Causal mediation analysis with survival data. Epidemiology 22:582–585

    Article  PubMed  PubMed Central  Google Scholar 

  • Vano B (2001) Demographic characteristics of the Roma Population in the SR. INFOSTAT, Demographic Research Center, Bratislava

    Google Scholar 

  • Voko Z, Csepe P, Nemeth R, Kosa K et al (2009) Does socioeconomic status fully mediate the effect of ethnicity on the health of Roma people in Hungary? J Epidemiol Commun Health 63:455–460

    Article  CAS  Google Scholar 

  • Vozarova de Courten B, De Courten M, Hanson RL, Zahorakova A, Egyenes HP, Tataranni PA, Bennett PH, Vozar J (2003) Higher prevalence of type 2 diabetes, metabolic syndrome and cardiovascular diseases in Gypsies than in non-Gypsies in Slovakia. Diabetes Res Clin Pract 62:95–103

    Article  PubMed  Google Scholar 

  • Xie J, Wu EQ, Zheng ZJ, Sullivan PW, Zhan L, Labarthe DR (2008) Patient-reported health status in coronary heart disease in the United States: age, sex, racial, and ethnic differences. Circulation 118:491–497

    Article  PubMed  Google Scholar 

  • Zeljko H, Skaric-Juric T, Narancic NS, Salihovic MP, Klaric IM, Barbalic M, Starcevic B, Lauc LP, Janicijevic B (2008) Traditional CVD risk factors and socio-economic deprivation in Roma minority population of Croatia. Coll Antropol 32:667–676

    PubMed  Google Scholar 

  • Zeljko HM, Skaric-Juric T, Narancic NS, Baresic A, Tomas Z, Petranovic MZ, Milicic J, Salihovic MP, Janicijevic B (2013) Age trends in prevalence of cardiovascular risk factors in Roma minority population of Croatia. Econ Human Biol 11:326–336

    Article  Google Scholar 

  • Zeman CL, Depken DE, Senchina DS (2003) Roma health issues: a review of the literature and discussion. Ethn Health 8:223–249

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

This work was supported by a grant from the Slovak Society of Cardiology, year 2005, and by the Slovak Research and Development Agency under contract No. APVV-0220-10 (80 %). Furthermore, this work was supported by the Agency of the Slovak Ministry of the Education, Science, Research and Sport of the Slovak Republic for the Structural Funds of the EU under project No. ITMS: 26220120058 (20 %). The authors would like to thank Helena Vargová, Daniela Ondušová, Zuzana Škodová, Barbora Šilárová, Diana Matláková and Cecília Bukátová for their substantial support in the data collection.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Adriana Sudzinova.

Ethics declarations

Conflict of interest

The authors declare no conflict of interests.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sudzinova, A., Rosenberger, J., Stewart, R.E. et al. Does poorer self-rated health mediate the effect of Roma ethnicity on mortality in patients with coronary artery disease after coronaro-angiography?. Int J Public Health 61, 375–382 (2016). https://doi.org/10.1007/s00038-015-0771-y

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00038-015-0771-y

Keyword

Navigation