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Published in: BMC Health Services Research 1/2014

Open Access 01-12-2014 | Research article

Factors associated with quality of services for marginalized groups with mental health problems in 14 European countries

Authors: Diogo Costa, Aleksandra Matanov, Reamonn Canavan, Edina Gabor, Tim Greacen, Petra Vondráčková, Ulrike Kluge, Pablo Nicaise, Jacek Moskalewicz, José Manuel Díaz–Olalla, Christa Straßmayr, Martijn Kikkert, Joaquim JF Soares, Andrea Gaddini, Henrique Barros, Stefan Priebe

Published in: BMC Health Services Research | Issue 1/2014

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Abstract

Background

Different service characteristics are known to influence mental health care delivery. Much less is known about the impact of contextual factors, such as the socioeconomic circumstances, on the provision of care to socially marginalized groups.
The objectives of this work were to assess the organisational characteristics of services providing mental health care for marginalized groups in 14 European capital cities and to explore the associations between organisational quality, service features and country-level characteristics.

Methods

617 services were assessed in two highly deprived areas in 14 European capital cities. A Quality Index of Service Organisation (QISO) was developed and applied across all sites. Service characteristics and country level socioeconomic indicators were tested and related with the Index using linear regressions and random intercept linear models.

Results

The mean (standard deviation) of the QISO score (minimum = 0; maximum = 15) varied from 8.63 (2.23) in Ireland to 12.40 (2.07) in Hungary. The number of different programmes provided was the only service characteristic significantly correlated with the QISO (p < 0.05). The national Gross Domestic Product (GDP) was inversely associated with the QISO. Nearly 15% of the variance of the QISO was attributed to country-level variables, with GDP explaining 12% of this variance.

Conclusions

Socioeconomic contextual factors, in particular the national GDP are likely to influence the organisational quality of services providing mental health care for marginalized groups. Such factors should be considered in international comparative studies. Their significance for different types of services should be explored in further research.
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Literature
1.
go back to reference Thornicroft G, Bisoffi G, De Salvia D, Tansella M: Urban-rural differences in the associations between social deprivation and psychiatric service utilization in schizophrenia and all diagnoses: a case-register study in Northern Italy. Psychol Med. 1993, 23: 487-496.CrossRefPubMed Thornicroft G, Bisoffi G, De Salvia D, Tansella M: Urban-rural differences in the associations between social deprivation and psychiatric service utilization in schizophrenia and all diagnoses: a case-register study in Northern Italy. Psychol Med. 1993, 23: 487-496.CrossRefPubMed
2.
go back to reference Conway AS, Melzer D, Hale AS: The outcome of targeting community mental health services: evidence from the West Lambeth schizophrenia cohort. BMJ. 1994, 308: 627-630.CrossRefPubMedPubMedCentral Conway AS, Melzer D, Hale AS: The outcome of targeting community mental health services: evidence from the West Lambeth schizophrenia cohort. BMJ. 1994, 308: 627-630.CrossRefPubMedPubMedCentral
3.
go back to reference Priebe S: Why compare mental health care in European capitals?. Eur Psychiatry. 2005, 20 (Suppl 2): S265.CrossRefPubMed Priebe S: Why compare mental health care in European capitals?. Eur Psychiatry. 2005, 20 (Suppl 2): S265.CrossRefPubMed
4.
go back to reference Tibaldi G, Munizza C, Pasian S, Johnson S, Salvador-Carulla L, Zucchi S, Cesano S, Testa C, Scala E, Pinciaroli L: Indicators predicting use of mental health services in Piedmont, Italy. J Ment Health Policy Econ. 2005, 8: 95-106.PubMed Tibaldi G, Munizza C, Pasian S, Johnson S, Salvador-Carulla L, Zucchi S, Cesano S, Testa C, Scala E, Pinciaroli L: Indicators predicting use of mental health services in Piedmont, Italy. J Ment Health Policy Econ. 2005, 8: 95-106.PubMed
5.
go back to reference Rössler W, Koch U, Lauber C, Hass A, Altwegg M, Ajdacic-Gross V, Landolt K: The mental health of female sex workers. Acta Psychiatr Scand. 2010, 122: 143-152.CrossRefPubMed Rössler W, Koch U, Lauber C, Hass A, Altwegg M, Ajdacic-Gross V, Landolt K: The mental health of female sex workers. Acta Psychiatr Scand. 2010, 122: 143-152.CrossRefPubMed
6.
go back to reference Fazel S, Khosla V, Doll H, Geddes J: The prevalence of mental disorders among the homeless in western countries: systematic review and meta-regression analysis. PLoS Med. 2008, 5: e225.CrossRefPubMedPubMedCentral Fazel S, Khosla V, Doll H, Geddes J: The prevalence of mental disorders among the homeless in western countries: systematic review and meta-regression analysis. PLoS Med. 2008, 5: e225.CrossRefPubMedPubMedCentral
7.
go back to reference Fazel S, Wheeler J, Danesh J: Prevalence of serious mental disorder in 7000 refugees resettled in western countries: a systematic review. Lancet. 2005, 365: 1309-1314.CrossRefPubMed Fazel S, Wheeler J, Danesh J: Prevalence of serious mental disorder in 7000 refugees resettled in western countries: a systematic review. Lancet. 2005, 365: 1309-1314.CrossRefPubMed
9.
go back to reference Melzer D, Hale AS, Malik SJ, Hogman GA, Wood S: Community care for patients with schizophrenia one year after hospital discharge. BMJ. 1991, 303: 1023-1026.CrossRefPubMedPubMedCentral Melzer D, Hale AS, Malik SJ, Hogman GA, Wood S: Community care for patients with schizophrenia one year after hospital discharge. BMJ. 1991, 303: 1023-1026.CrossRefPubMedPubMedCentral
10.
go back to reference Duncan C, Jones K, Moon G: Context, composition and heterogeneity: using multilevel models in health research. Soc Sci Med. 1998, 46: 97-117.CrossRefPubMed Duncan C, Jones K, Moon G: Context, composition and heterogeneity: using multilevel models in health research. Soc Sci Med. 1998, 46: 97-117.CrossRefPubMed
11.
go back to reference Glover G, Arts G, Wooff D: A needs index for mental health care in England based on updatable data. Soc Psychiatry Psychiatr Epidemiol. 2004, 39: 730-738.CrossRefPubMed Glover G, Arts G, Wooff D: A needs index for mental health care in England based on updatable data. Soc Psychiatry Psychiatr Epidemiol. 2004, 39: 730-738.CrossRefPubMed
12.
go back to reference Priebe S, Matanov A, Schor R, Straßmayr C, Barros H, Barry MM, Diaz-Ollala JM, Gabor E, Greacen T, Holcnerová P, et al: Good practice in mental health care for socially marginalised groups in Europe: a qualitative study of expert views in 14 countries. BMC Public Health. 2012, 12: 248-259.CrossRefPubMedPubMedCentral Priebe S, Matanov A, Schor R, Straßmayr C, Barros H, Barry MM, Diaz-Ollala JM, Gabor E, Greacen T, Holcnerová P, et al: Good practice in mental health care for socially marginalised groups in Europe: a qualitative study of expert views in 14 countries. BMC Public Health. 2012, 12: 248-259.CrossRefPubMedPubMedCentral
13.
go back to reference Priebe S, Matanov A, Barros H, Canavan R, Gabor E, Greacen T, Holcnerova P, Kluge U, Nicaise P, Moskalewicz J, et al: Mental health-care provision for marginalized groups across Europe: findings from the PROMO study. European J Public Health. 2013, 23: 97-103.CrossRef Priebe S, Matanov A, Barros H, Canavan R, Gabor E, Greacen T, Holcnerova P, Kluge U, Nicaise P, Moskalewicz J, et al: Mental health-care provision for marginalized groups across Europe: findings from the PROMO study. European J Public Health. 2013, 23: 97-103.CrossRef
15.
go back to reference Strassmayr C, Matanov A, Priebe S, Barros H, Canavan R, Díaz-Olalla JM, Gabor E, Gaddini A, Greacen T, Holcnerová P, et al: Mental health care for irregular migrants in Europe: barriers and how they are overcome. BMC Public Health. 2012, 12: 367-378.CrossRefPubMedPubMedCentral Strassmayr C, Matanov A, Priebe S, Barros H, Canavan R, Díaz-Olalla JM, Gabor E, Gaddini A, Greacen T, Holcnerová P, et al: Mental health care for irregular migrants in Europe: barriers and how they are overcome. BMC Public Health. 2012, 12: 367-378.CrossRefPubMedPubMedCentral
16.
go back to reference Canavan R, Barry MM, Matanov A, Barros H, Gabor E, Greacen T, Holcnerová P, Kluge U, Nicaise P, Moskalewicz J, et al: Service provision and barriers to care for homeless people with mental health problems across 14 European capital cities. BMC Health Serv Res. 2012, 12: 222-230.CrossRefPubMedPubMedCentral Canavan R, Barry MM, Matanov A, Barros H, Gabor E, Greacen T, Holcnerová P, Kluge U, Nicaise P, Moskalewicz J, et al: Service provision and barriers to care for homeless people with mental health problems across 14 European capital cities. BMC Health Serv Res. 2012, 12: 222-230.CrossRefPubMedPubMedCentral
17.
go back to reference Cooper RA: More is more and less is less: the case of Mississippi. Health Aff. 2009, 28: w124.CrossRef Cooper RA: More is more and less is less: the case of Mississippi. Health Aff. 2009, 28: w124.CrossRef
18.
19.
go back to reference Pickett KE, Wilkinson RG: Inequality: an underacknowledged source of mental ilness and distress. Br J Psychiatry. 2010, 197: 426-428.CrossRefPubMed Pickett KE, Wilkinson RG: Inequality: an underacknowledged source of mental ilness and distress. Br J Psychiatry. 2010, 197: 426-428.CrossRefPubMed
20.
go back to reference Walsh D, Bendel N, Jones R, Hanlon P: It’s not ‘just deprivation’: why do equally deprived UK cities experience different health outcomes?. Public Health. 2010, 124: 487-495.CrossRefPubMed Walsh D, Bendel N, Jones R, Hanlon P: It’s not ‘just deprivation’: why do equally deprived UK cities experience different health outcomes?. Public Health. 2010, 124: 487-495.CrossRefPubMed
21.
go back to reference Hussel R, Hennell T: It’s not just deprivation. Public Health. 2011, 125: 114-115.CrossRef Hussel R, Hennell T: It’s not just deprivation. Public Health. 2011, 125: 114-115.CrossRef
24.
go back to reference Eurostat: Comparative EU statistics on Income and Living Conditions: Issues and Challenges. EU-SILC conference 2007 2006. 2006, Helsinki: Office for Oificial Publications of the European Communities Eurostat: Comparative EU statistics on Income and Living Conditions: Issues and Challenges. EU-SILC conference 2007 2006. 2006, Helsinki: Office for Oificial Publications of the European Communities
25.
go back to reference Priebe S, Sandhu S, Dias S, Gaddini A, Greacen T, Ioannidis E, Kluge U, Krasnik A, Lamkaddem M, Lorant V, et al: Good practice in health care for migrants: views and experiences of care professionals in 16 European countries. BMC Public Health. 2011, 11: 187-198.CrossRefPubMedPubMedCentral Priebe S, Sandhu S, Dias S, Gaddini A, Greacen T, Ioannidis E, Kluge U, Krasnik A, Lamkaddem M, Lorant V, et al: Good practice in health care for migrants: views and experiences of care professionals in 16 European countries. BMC Public Health. 2011, 11: 187-198.CrossRefPubMedPubMedCentral
26.
go back to reference Devillé W, Greacen T, Bogic M, Dauvrin M, Dias S, Gaddini A, Jensen NK, Karamanidou C, Kluge U, Mertaniemi R, et al: Health care for immigrants in Europe: is there still consensus among country experts about principles of good practice? A Delphi study. BMC Public Health. 2011, 11: 699-708.CrossRefPubMedPubMedCentral Devillé W, Greacen T, Bogic M, Dauvrin M, Dias S, Gaddini A, Jensen NK, Karamanidou C, Kluge U, Mertaniemi R, et al: Health care for immigrants in Europe: is there still consensus among country experts about principles of good practice? A Delphi study. BMC Public Health. 2011, 11: 699-708.CrossRefPubMedPubMedCentral
27.
go back to reference Dauvrin M, Lorant V, Sandhu S, Devillé W, Dia H, Dias S, Gaddini A, Ioannidis E, Jensen NK, Kluge U, et al: Health care for irregular migrants: pragmatism across Europe: a qualitative study. BMC Research Notes. 2012, 5: 99-107.CrossRefPubMedPubMedCentral Dauvrin M, Lorant V, Sandhu S, Devillé W, Dia H, Dias S, Gaddini A, Ioannidis E, Jensen NK, Kluge U, et al: Health care for irregular migrants: pragmatism across Europe: a qualitative study. BMC Research Notes. 2012, 5: 99-107.CrossRefPubMedPubMedCentral
28.
go back to reference Skapinakis P, Lewis G, Araya R, Jones K, Williams G: Mental health inequalities in Wales, UK: multi-level investigation of the effect of area deprivation. Br J Psychiatry. 2005, 186: 417-422.CrossRefPubMed Skapinakis P, Lewis G, Araya R, Jones K, Williams G: Mental health inequalities in Wales, UK: multi-level investigation of the effect of area deprivation. Br J Psychiatry. 2005, 186: 417-422.CrossRefPubMed
29.
go back to reference Croudace TJ, Kayne R, Jones PB, Harrison GL: Non-linear relationship between an index of social deprivation, psychiatric admission prevalence and the incidence of psychosis. Psychol Med. 2000, 30: 177-185.CrossRefPubMed Croudace TJ, Kayne R, Jones PB, Harrison GL: Non-linear relationship between an index of social deprivation, psychiatric admission prevalence and the incidence of psychosis. Psychol Med. 2000, 30: 177-185.CrossRefPubMed
30.
go back to reference Salvador-Carulla L, Alvarez-Galvez J, Romero C, Gutierrez-Colosia MR, Weber G, McDaid D, Dimitrov H, Sprah L, Kalseth B, Tibaldi G, et al: Evaluation of an integrated system for classification, assessment and comparison of services for long-term care in Europe: the eDESDE-LTC study. BMC Health Serv Res. 2013, 13: 218.CrossRefPubMedPubMedCentral Salvador-Carulla L, Alvarez-Galvez J, Romero C, Gutierrez-Colosia MR, Weber G, McDaid D, Dimitrov H, Sprah L, Kalseth B, Tibaldi G, et al: Evaluation of an integrated system for classification, assessment and comparison of services for long-term care in Europe: the eDESDE-LTC study. BMC Health Serv Res. 2013, 13: 218.CrossRefPubMedPubMedCentral
31.
go back to reference Siponen U, Valimaki M, Kaivosoja M, Marttunen M, Kaltiala-Heino R: A comparison of two hospital districts with low and high figures in the compulsory care of minors: an ecological study. Soc Psychiatry Psychiatr Epidemiol. 2011, 46: 661-670.CrossRefPubMed Siponen U, Valimaki M, Kaivosoja M, Marttunen M, Kaltiala-Heino R: A comparison of two hospital districts with low and high figures in the compulsory care of minors: an ecological study. Soc Psychiatry Psychiatr Epidemiol. 2011, 46: 661-670.CrossRefPubMed
32.
go back to reference Jenkins R: Making psychiatric epidemiology useful: the contribution of epidemiology to government policy. Acta Psychiatr Scand. 2001, 103: 2-14.CrossRefPubMed Jenkins R: Making psychiatric epidemiology useful: the contribution of epidemiology to government policy. Acta Psychiatr Scand. 2001, 103: 2-14.CrossRefPubMed
33.
go back to reference Aoun S, Pennebaker D, Wood C: Assessing population need for mental health care: a review of approaches and predictors. Ment Health Serv Res. 2004, 6: 33-46.CrossRefPubMed Aoun S, Pennebaker D, Wood C: Assessing population need for mental health care: a review of approaches and predictors. Ment Health Serv Res. 2004, 6: 33-46.CrossRefPubMed
Metadata
Title
Factors associated with quality of services for marginalized groups with mental health problems in 14 European countries
Authors
Diogo Costa
Aleksandra Matanov
Reamonn Canavan
Edina Gabor
Tim Greacen
Petra Vondráčková
Ulrike Kluge
Pablo Nicaise
Jacek Moskalewicz
José Manuel Díaz–Olalla
Christa Straßmayr
Martijn Kikkert
Joaquim JF Soares
Andrea Gaddini
Henrique Barros
Stefan Priebe
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2014
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-14-49

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