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Published in: International Journal of Public Health 6/2015

01-09-2015 | Original Article

Discrimination and Romani health: a validation study of discrimination scales among Romani women in Macedonia and Serbia

Authors: T. Janevic, D. Gundersen, K. Stojanovski, J. Jankovic, Z. Nikolic, B. Kasapinov

Published in: International Journal of Public Health | Issue 6/2015

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Abstract

Objectives

Scales used to assess discrimination in public health research have rarely been validated outside of high income countries. Our objective was to validate the Experiences of Discrimination (EOD) scale and the Everyday Discrimination Scale (EDS) among 410 Romani women in Macedonia and Serbia.

Methods

Romani female interviewers conducted interviews in 2012–2013. We used a multiple indicator multiple cause approach to test a one-factor model for each scale and to assess differential item functioning (DIF) by age, wealth, country, and education. We also measured associations between the EOD and EDS with smoking in the past year and psychological distress.

Results

Three items of the EOD were conceptually irrelevant. Two items of the EDS were not conditionally independent. DIF was found by country for one item in each scale. After excluding these items, all scales exhibited good model fit and were associated with smoking (EOD beta = 0.40, 95 % CI = 0.18, 0.63; EDS beta = 0.33, 95 % CI = 0.12, 0.54) and psychological distress (EOD beta = 0.26, 95 % CI = 0.15, 0.37; EDS beta = 0.26, 95 % CI = 0.04, 0.47).

Conclusions

Discrimination scales can be adapted for use among Romani women and are associated with both smoking and psychological distress.
Literature
go back to reference Abdikeeva A, Covaci A, Ezer T (2013) Roma health rights in Macedonia, Romania and Serbia: a baseline for legal advocacy Alina Covaci. European J Public Health 23(ckt123):081 Abdikeeva A, Covaci A, Ezer T (2013) Roma health rights in Macedonia, Romania and Serbia: a baseline for legal advocacy Alina Covaci. European J Public Health 23(ckt123):081
go back to reference Bastos JL, Faerstein E, Celeste RK, Barros AJ (2012) Explicit discrimination and health: development and psychometric properties of an assessment instrument. Revista de Saúde Pública 46:269–278CrossRefPubMed Bastos JL, Faerstein E, Celeste RK, Barros AJ (2012) Explicit discrimination and health: development and psychometric properties of an assessment instrument. Revista de Saúde Pública 46:269–278CrossRefPubMed
go back to reference Bond JE (2004) Intersecting identities and human rights: the example of Romani women’s reproductive rights. Geo J Gend L 5:897 Bond JE (2004) Intersecting identities and human rights: the example of Romani women’s reproductive rights. Geo J Gend L 5:897
go back to reference Chan KT, Tran TV, Nguyen T (2012) Cross-cultural equivalence of a measure of perceived discrimination between Chinese-Americans and Vietnamese-Americans. J Ethnic Cultural Divers Social Work 21:20–36CrossRef Chan KT, Tran TV, Nguyen T (2012) Cross-cultural equivalence of a measure of perceived discrimination between Chinese-Americans and Vietnamese-Americans. J Ethnic Cultural Divers Social Work 21:20–36CrossRef
go back to reference 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 58:885–911CrossRefPubMed 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 58:885–911CrossRefPubMed
go back to reference Crowe D (2007) A history of the gypsies of Eastern Europe and Russia. Palgrave Macmillan, New York Crowe D (2007) A history of the gypsies of Eastern Europe and Russia. Palgrave Macmillan, New York
go back to reference Cunningham TJ, Berkman LF, Gortmaker SL, Kiefe CI, Jacobs DR Jr, Seeman TE, Kawachi I (2011) Assessment of differential item functioning in the experiences of discrimination index: the Coronary Artery Risk Development in Young Adults (CARDIA) study. Am J Epidemiol 174:1266–1274CrossRefPubMedCentralPubMed Cunningham TJ, Berkman LF, Gortmaker SL, Kiefe CI, Jacobs DR Jr, Seeman TE, Kawachi I (2011) Assessment of differential item functioning in the experiences of discrimination index: the Coronary Artery Risk Development in Young Adults (CARDIA) study. Am J Epidemiol 174:1266–1274CrossRefPubMedCentralPubMed
go back to reference Harnois CE, Ifatunji M (2011) Gendered measures, gendered models: toward an intersectional analysis of interpersonal racial discrimination. Ethnic Racial Stud 34:1006–1028CrossRef Harnois CE, Ifatunji M (2011) Gendered measures, gendered models: toward an intersectional analysis of interpersonal racial discrimination. Ethnic Racial Stud 34:1006–1028CrossRef
go back to reference Harris R, Cormack D, Tobias M, Yeh L, Talamaivao N, Minster J, Timutimu R (2012) The pervasive effects of racism: experiences of racial discrimination in New Zealand over time and associations with multiple health domains. Soc Sci Med 74:408–415CrossRefPubMed Harris R, Cormack D, Tobias M, Yeh L, Talamaivao N, Minster J, Timutimu R (2012) The pervasive effects of racism: experiences of racial discrimination in New Zealand over time and associations with multiple health domains. Soc Sci Med 74:408–415CrossRefPubMed
go back to reference Hooper D, Coughlan J, Mullen M (2008) Structural equation modelling: guidelines for determining model fit. Articles:2 Hooper D, Coughlan J, Mullen M (2008) Structural equation modelling: guidelines for determining model fit. Articles:2
go back to reference Ikram UZ, Snijder MB, Fassaert TJ, Schene AH, Kunst AE, Stronks K (2014) The contribution of perceived ethnic discrimination to the prevalence of depression. Eur J Public Health 25(2):243–248CrossRefPubMed Ikram UZ, Snijder MB, Fassaert TJ, Schene AH, Kunst AE, Stronks K (2014) The contribution of perceived ethnic discrimination to the prevalence of depression. Eur J Public Health 25(2):243–248CrossRefPubMed
go back to reference Janevic T, Jankovic J, Bradley E (2011a) Socioeconomic position, gender, and inequalities in self-rated health between Roma and non-Roma in Serbia. Int J Public Health 57:49–55CrossRefPubMed Janevic T, Jankovic J, Bradley E (2011a) Socioeconomic position, gender, and inequalities in self-rated health between Roma and non-Roma in Serbia. Int J Public Health 57:49–55CrossRefPubMed
go back to reference Kessler RC, Barker PR, Colpe LJ, Epstein JF, Gfroerer JC, Hiripi E, Howes MJ, Normand ST, Manderscheid RW, Walters EE (2003) Screening for serious mental illness in the general population. Arch Gen Psychiatry 60:184–189CrossRefPubMed Kessler RC, Barker PR, Colpe LJ, Epstein JF, Gfroerer JC, Hiripi E, Howes MJ, Normand ST, Manderscheid RW, Walters EE (2003) Screening for serious mental illness in the general population. Arch Gen Psychiatry 60:184–189CrossRefPubMed
go back to reference Krieger N, Smith K, Naishadham D, Hartman C, Barbeau EM (2005) Experiences of discrimination: validity and reliability of a self-report measure for population health research on racism and health. Soc Sci Med 61:1576–1596CrossRefPubMed Krieger N, Smith K, Naishadham D, Hartman C, Barbeau EM (2005) Experiences of discrimination: validity and reliability of a self-report measure for population health research on racism and health. Soc Sci Med 61:1576–1596CrossRefPubMed
go back to reference Lewis TT, Yang FM, Jacobs EA, Fitchett G (2012) Racial/ethnic differences in responses to the everyday discrimination scale: a differential item functioning analysis. Am J Epidemiol 175:391–401CrossRefPubMedCentralPubMed Lewis TT, Yang FM, Jacobs EA, Fitchett G (2012) Racial/ethnic differences in responses to the everyday discrimination scale: a differential item functioning analysis. Am J Epidemiol 175:391–401CrossRefPubMedCentralPubMed
go back to reference Lewis TT, Cogburn CD, Williams DR (2015) Self-reported experiences of discrimination and health: scientific advances, ongoing controversies, and emerging issues. Annual review of clinical psychology Lewis TT, Cogburn CD, Williams DR (2015) Self-reported experiences of discrimination and health: scientific advances, ongoing controversies, and emerging issues. Annual review of clinical psychology
go back to reference Ljujic V, Vedder P, Dekker H, Geel M (2013) Romaphobia among Serbian and Dutch adolescents: the role of perceived threat, nationalistic feelings, and integrative orientations. Int J Psychol 48:352–362CrossRefPubMed Ljujic V, Vedder P, Dekker H, Geel M (2013) Romaphobia among Serbian and Dutch adolescents: the role of perceived threat, nationalistic feelings, and integrative orientations. Int J Psychol 48:352–362CrossRefPubMed
go back to reference Mullings L, Schulz A (2005) Intersectionality and health: an introduction. In: Schulz A, Mullings L (eds) Gender, Race, Class & Health: Intersectional approaches, pp 3–17 Mullings L, Schulz A (2005) Intersectionality and health: an introduction. In: Schulz A, Mullings L (eds) Gender, Race, Class & Health: Intersectional approaches, pp 3–17
go back to reference Paradies Y (2006) A systematic review of empirical research on self-reported racism and health. Int J Epidemiol 35:888–901CrossRefPubMed Paradies Y (2006) A systematic review of empirical research on self-reported racism and health. Int J Epidemiol 35:888–901CrossRefPubMed
go back to reference Pew Research Center (2009) Two decades after the wall’s fall: end of communism cheered but now with more reservations. Pew Research Center, Washington, DC Pew Research Center (2009) Two decades after the wall’s fall: end of communism cheered but now with more reservations. Pew Research Center, Washington, DC
go back to reference Purnell JQ, Peppone LJ, Alcaraz K, McQueen A, Guido JJ, Carroll JK, Shacham E, Morrow GR (2012) Perceived discrimination, psychological distress, and current smoking status: results from the Behavioral Risk Factor Surveillance System Reactions to Race module, 2004–2008. Am J Public Health 102:844–851CrossRefPubMedCentralPubMed Purnell JQ, Peppone LJ, Alcaraz K, McQueen A, Guido JJ, Carroll JK, Shacham E, Morrow GR (2012) Perceived discrimination, psychological distress, and current smoking status: results from the Behavioral Risk Factor Surveillance System Reactions to Race module, 2004–2008. Am J Public Health 102:844–851CrossRefPubMedCentralPubMed
go back to reference Ravnbol CI (2010) The human rights of minority women: Romani women’s rights from a perspective on international human rights law and politics. Int J Minor Group Rights 17:1–45CrossRef Ravnbol CI (2010) The human rights of minority women: Romani women’s rights from a perspective on international human rights law and politics. Int J Minor Group Rights 17:1–45CrossRef
go back to reference Reeve BB, Willis G, Shariff-Marco SN, Breen N, Williams DR, Gee GC, Alegría M, Takeuchi DT, Stapleton M, Levin KY (2011) Comparing cognitive interviewing and psychometric methods to evaluate a racial/ethnic discrimination scale. Field Methods 23:397–419CrossRef Reeve BB, Willis G, Shariff-Marco SN, Breen N, Williams DR, Gee GC, Alegría M, Takeuchi DT, Stapleton M, Levin KY (2011) Comparing cognitive interviewing and psychometric methods to evaluate a racial/ethnic discrimination scale. Field Methods 23:397–419CrossRef
go back to reference Republic of Macedonia multiple indicator cluster survey 2011 (2012) Republic of Macedonia multiple indicator cluster survey 2011 (2012)
go back to reference Rich J (2014) What do field experiments of discrimination in markets tell us? A meta analysis of studies conducted since 2000 Rich J (2014) What do field experiments of discrimination in markets tell us? A meta analysis of studies conducted since 2000
go back to reference Shariff-Marco S, Breen N, Landrine H, Reeve BB, Krieger N, Gee GC, Williams DR, Mays VM, Ponce NA, Alegría M (2011) Measuring everyday racial/ethnic discrimination in health surveys. Du Bois Rev Soc Sci Res Race 8:159–177CrossRef Shariff-Marco S, Breen N, Landrine H, Reeve BB, Krieger N, Gee GC, Williams DR, Mays VM, Ponce NA, Alegría M (2011) Measuring everyday racial/ethnic discrimination in health surveys. Du Bois Rev Soc Sci Res Race 8:159–177CrossRef
go back to reference Statistical Office of the Republic of Serbia (2011) Multiple indicator cluster survey Serbia 2011. Statistical Office of the Republic of Serbia, Belgrade Statistical Office of the Republic of Serbia (2011) Multiple indicator cluster survey Serbia 2011. Statistical Office of the Republic of Serbia, Belgrade
go back to reference Stucky BD, Gottfredson NC, Panter A, Daye CE, Allen WR, Wightman LF (2011) An item factor analysis and item response theory-based revision of the Everyday Discrimination Scale. Cultural Divers Ethn Minor Psychol 17:175CrossRef Stucky BD, Gottfredson NC, Panter A, Daye CE, Allen WR, Wightman LF (2011) An item factor analysis and item response theory-based revision of the Everyday Discrimination Scale. Cultural Divers Ethn Minor Psychol 17:175CrossRef
go back to reference Szelenyi I, Ladanyi J (2006) Patterns of exclusion: constructing gypsy ethnicity and the making of an underclass in transitional societies of Europe. East European Monographs Szelenyi I, Ladanyi J (2006) Patterns of exclusion: constructing gypsy ethnicity and the making of an underclass in transitional societies of Europe. East European Monographs
go back to reference UNICEF (2007) Multiple indicator cluster survey. UNICEF, Serbia, Belgrade UNICEF (2007) Multiple indicator cluster survey. UNICEF, Serbia, Belgrade
go back to reference Williams DR, Yan Y, Jackson JS, Anderson NB (1997) racial differences in physical and mental health: socio-economic status, stress and discrimination. J Health Psychol 2:335–351CrossRefPubMed Williams DR, Yan Y, Jackson JS, Anderson NB (1997) racial differences in physical and mental health: socio-economic status, stress and discrimination. J Health Psychol 2:335–351CrossRefPubMed
Metadata
Title
Discrimination and Romani health: a validation study of discrimination scales among Romani women in Macedonia and Serbia
Authors
T. Janevic
D. Gundersen
K. Stojanovski
J. Jankovic
Z. Nikolic
B. Kasapinov
Publication date
01-09-2015
Publisher
Springer Basel
Published in
International Journal of Public Health / Issue 6/2015
Print ISSN: 1661-8556
Electronic ISSN: 1661-8564
DOI
https://doi.org/10.1007/s00038-015-0712-9

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