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Published in: BMC Public Health 1/2011

Open Access 01-12-2011 | Research article

Primary care utilisation patterns among an urban immigrant population in the Spanish National Health System

Authors: Amaia Calderón-Larrañaga, Luis A Gimeno-Feliu, Rosa Macipe-Costa, Beatriz Poblador-Plou, Daniel Bordonaba-Bosque, Alexandra Prados-Torres

Published in: BMC Public Health | Issue 1/2011

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Abstract

Background

There is evidence suggesting that the use of health services is lower among immigrants after adjusting for age and sex. This study takes a step forward to compare primary care (PC) utilisation patterns between immigrants and the native population with regard to their morbidity burden.

Methods

This retrospective, observational study looked at 69,067 individuals representing the entire population assigned to three urban PC centres in the city of Zaragoza (Aragon, Spain). Poisson models were applied to determine the number of annual PC consultations per individual based on immigration status. All models were first adjusted for age and sex and then for age, sex and case mix (ACG System®).

Results

The age and sex adjusted mean number of total annual consultations was lower among the immigrant population (children: IRR = 0.79, p < 0.05; adults: IRR = 0.73, p < 0.05). After adjusting for morbidity burden, this difference decreased among children (IRR = 0.94, p < 0.05) and disappeared among adults (IRR = 1.00). Further analysis considering the PC health service and type of visit revealed higher usage of routine diagnostic tests among immigrant children (IRR = 1.77, p < 0.05) and a higher usage of emergency services among the immigrant adult population (IRR = 1.2, p < 0.05) after adjusting for age, sex and case mix.

Conclusions

Although immigrants make lower use of PC services than the native population after adjusting the consultation rate for age and sex, these differences decrease significantly when considering their morbidity burden. These results reinforce the 'healthy migration effect' and discount the existence of differences in PC utilisation patterns between the immigrant and native populations in Spain.
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Literature
1.
go back to reference Berra S, Elorza-Ricart JM: Salud y uso de servicios en los sistemas sanitarios en población autóctona e inmigrante de España. Madrid: Plan de Calidad para el Sistema Nacional de Salud. Ministerio de Ciencia e Innovación. Agència d'Avaluació de Tecnologia i Recerca Mèdiques de Cataluña; 2009. Informes de Evaluación de Tecnologías Sanitarias, AATRM Núm. 2007/2008. 2009 Berra S, Elorza-Ricart JM: Salud y uso de servicios en los sistemas sanitarios en población autóctona e inmigrante de España. Madrid: Plan de Calidad para el Sistema Nacional de Salud. Ministerio de Ciencia e Innovación. Agència d'Avaluació de Tecnologia i Recerca Mèdiques de Cataluña; 2009. Informes de Evaluación de Tecnologías Sanitarias, AATRM Núm. 2007/2008. 2009
2.
go back to reference Pitkin Derose K, Bahney BW, Lurie N, Escarce JJ: Review: immigrants and health care access, quality, and cost. Med Care Res Rev. 2009, 66 (4): 355-408. 10.1177/1077558708330425.CrossRef Pitkin Derose K, Bahney BW, Lurie N, Escarce JJ: Review: immigrants and health care access, quality, and cost. Med Care Res Rev. 2009, 66 (4): 355-408. 10.1177/1077558708330425.CrossRef
3.
go back to reference Fuertes C, Martin Laso M: El inmigrante en la consulta de atencion primaria. An Sist Sanit Navar. 2006, 29 (Suppl 1): 9-25.PubMed Fuertes C, Martin Laso M: El inmigrante en la consulta de atencion primaria. An Sist Sanit Navar. 2006, 29 (Suppl 1): 9-25.PubMed
4.
go back to reference McDonald JT, Kennedy S: Insights into the 'healthy immigrant effect': health status and health service use of immigrants to Canada. Soc Sci Med. 2004, 59 (8): 1613-1627. 10.1016/j.socscimed.2004.02.004.CrossRefPubMed McDonald JT, Kennedy S: Insights into the 'healthy immigrant effect': health status and health service use of immigrants to Canada. Soc Sci Med. 2004, 59 (8): 1613-1627. 10.1016/j.socscimed.2004.02.004.CrossRefPubMed
6.
go back to reference Majeed A: Sources, uses, strengths and limitations of data collected in primary care in England. Health Stat Q. 2004, 5-14. 21 Majeed A: Sources, uses, strengths and limitations of data collected in primary care in England. Health Stat Q. 2004, 5-14. 21
7.
go back to reference Starfield B, Weiner J, Mumford L, Steinwachs D: Ambulatory care groups: a categorization of diagnoses for research and management. Health Serv Res. 1991, 26 (1): 53-74.PubMedPubMedCentral Starfield B, Weiner J, Mumford L, Steinwachs D: Ambulatory care groups: a categorization of diagnoses for research and management. Health Serv Res. 1991, 26 (1): 53-74.PubMedPubMedCentral
8.
go back to reference Weiner JP, Starfield BH, Steinwachs DM, Mumford LM: Development and application of a population-oriented measure of ambulatory care case-mix. Med Care. 1991, 29 (5): 452-472. 10.1097/00005650-199105000-00006.CrossRefPubMed Weiner JP, Starfield BH, Steinwachs DM, Mumford LM: Development and application of a population-oriented measure of ambulatory care case-mix. Med Care. 1991, 29 (5): 452-472. 10.1097/00005650-199105000-00006.CrossRefPubMed
11.
go back to reference Malmusi D, Jansa JM, del Vallado L: Recomendaciones para la investigacion e informacion en salud sobre definiciones y variables para el estudio de la poblacion inmigrante de origen extranjero. Rev Esp Salud Publica. 2007, 81 (4): 399-409. 10.1590/S1135-57272007000400007.CrossRefPubMed Malmusi D, Jansa JM, del Vallado L: Recomendaciones para la investigacion e informacion en salud sobre definiciones y variables para el estudio de la poblacion inmigrante de origen extranjero. Rev Esp Salud Publica. 2007, 81 (4): 399-409. 10.1590/S1135-57272007000400007.CrossRefPubMed
12.
go back to reference Lamberts H, Wood M: International Classification of Primary Care. 1987, ICPC: In Oxford University Press. Oxford Lamberts H, Wood M: International Classification of Primary Care. 1987, ICPC: In Oxford University Press. Oxford
13.
go back to reference Ministerio de Sanidad y Consumo - Secretaria Técnica: Clasificación Internacional de Enfermedades. 9ª revisión. Modificación Clínica. 1988, Madrid Ministerio de Sanidad y Consumo - Secretaria Técnica: Clasificación Internacional de Enfermedades. 9ª revisión. Modificación Clínica. 1988, Madrid
14.
go back to reference The Johns Hopkins ACG© System: Version 8.1. Reference Manual. Baltimore. 2006 The Johns Hopkins ACG© System: Version 8.1. Reference Manual. Baltimore. 2006
15.
go back to reference Hardin J, Hilbe J: Generalized Linear Models and Extensions. 2001, Stata Press. College Station Hardin J, Hilbe J: Generalized Linear Models and Extensions. 2001, Stata Press. College Station
17.
go back to reference Razum O: Commentary: of salmon and time travellers--musing on the mystery of migrant mortality. Int. J Epidemiol. 2006, 35 (4): 919-921. 10.1093/ije/dyl143. Razum O: Commentary: of salmon and time travellers--musing on the mystery of migrant mortality. Int. J Epidemiol. 2006, 35 (4): 919-921. 10.1093/ije/dyl143.
18.
go back to reference Singh GK, Hiatt RA: Trends and disparities in socioeconomic and behavioural characteristics, life expectancy, and cause-specific mortality of native-born and foreign-born populations in the United States, 1979-2003. Int. J Epidemiol. 2006, 35 (4): 903-919. 10.1093/ije/dyl089. Singh GK, Hiatt RA: Trends and disparities in socioeconomic and behavioural characteristics, life expectancy, and cause-specific mortality of native-born and foreign-born populations in the United States, 1979-2003. Int. J Epidemiol. 2006, 35 (4): 903-919. 10.1093/ije/dyl089.
19.
go back to reference Khlat M, Darmon N: Is there a Mediterranean migrants mortality paradox in Europe? Int. J Epidemiol. 2003, 32 (6): 1115-1118. 10.1093/ije/dyg308. Khlat M, Darmon N: Is there a Mediterranean migrants mortality paradox in Europe? Int. J Epidemiol. 2003, 32 (6): 1115-1118. 10.1093/ije/dyg308.
20.
go back to reference Esteva M, Cabrera S, Remartinez D, Diaz A, March S: Percepcion de las dificultades en la atencion sanitaria al inmigrante economico en medicina de familia. Aten Primaria. 2006, 37 (3): 154-159. 10.1157/13085348.CrossRefPubMed Esteva M, Cabrera S, Remartinez D, Diaz A, March S: Percepcion de las dificultades en la atencion sanitaria al inmigrante economico en medicina de familia. Aten Primaria. 2006, 37 (3): 154-159. 10.1157/13085348.CrossRefPubMed
21.
go back to reference Soler-Gonzalez J, Serna Arnaiz C, Rue Monne M, Bosch Gaya A, Ruiz Magaz MC, Gervilla Cano J: Utilización de recursos de atención primaria por parte de inmigrantes y autóctonos que han contactado con los servicios asistenciales de la ciudad de Lleida. Aten Primaria. 2008, 40 (5): 225-231.CrossRefPubMed Soler-Gonzalez J, Serna Arnaiz C, Rue Monne M, Bosch Gaya A, Ruiz Magaz MC, Gervilla Cano J: Utilización de recursos de atención primaria por parte de inmigrantes y autóctonos que han contactado con los servicios asistenciales de la ciudad de Lleida. Aten Primaria. 2008, 40 (5): 225-231.CrossRefPubMed
22.
go back to reference Goldman DP, Smith JP, Sood N: Immigrants and the cost of medical care. Health Aff (Millwood). 2006, 25 (6): 1700-1711. 10.1377/hlthaff.25.6.1700.CrossRef Goldman DP, Smith JP, Sood N: Immigrants and the cost of medical care. Health Aff (Millwood). 2006, 25 (6): 1700-1711. 10.1377/hlthaff.25.6.1700.CrossRef
23.
go back to reference Ku L: Health insurance coverage and medical expenditures of immigrants and native-born citizens in the United States. Am J Public Health. 2009, 99 (7): 1322-1328. 10.2105/AJPH.2008.144733.CrossRefPubMedPubMedCentral Ku L: Health insurance coverage and medical expenditures of immigrants and native-born citizens in the United States. Am J Public Health. 2009, 99 (7): 1322-1328. 10.2105/AJPH.2008.144733.CrossRefPubMedPubMedCentral
24.
go back to reference Yu SM, Huang ZJ, Kogan MD: State-level health care access and use among children in US immigrant families. Am J Public Health. 2008, 98 (11): 1996-2003. 10.2105/AJPH.2007.117911.CrossRefPubMedPubMedCentral Yu SM, Huang ZJ, Kogan MD: State-level health care access and use among children in US immigrant families. Am J Public Health. 2008, 98 (11): 1996-2003. 10.2105/AJPH.2007.117911.CrossRefPubMedPubMedCentral
25.
go back to reference Ali JS, McDermott S, Gravel RG: Recent research on immigrant health from statistics Canada's population surveys. Can J Public Health. 2004, 95 (3): I9-13.PubMed Ali JS, McDermott S, Gravel RG: Recent research on immigrant health from statistics Canada's population surveys. Can J Public Health. 2004, 95 (3): I9-13.PubMed
26.
go back to reference Uiters E, Deville W, Foets M, Spreeuwenberg P, Groenewegen PP: Differences between immigrant and non-immigrant groups in the use of primary medical care; a systematic review. BMC Health Serv Res. 2009, 9: 76-10.1186/1472-6963-9-76.CrossRefPubMedPubMedCentral Uiters E, Deville W, Foets M, Spreeuwenberg P, Groenewegen PP: Differences between immigrant and non-immigrant groups in the use of primary medical care; a systematic review. BMC Health Serv Res. 2009, 9: 76-10.1186/1472-6963-9-76.CrossRefPubMedPubMedCentral
27.
go back to reference Singh GK, Miller BA: Health, life expectancy, and mortality patterns among immigrant populations in the United States. Can J Public Health. 2004, 95 (3): I14-21.PubMed Singh GK, Miller BA: Health, life expectancy, and mortality patterns among immigrant populations in the United States. Can J Public Health. 2004, 95 (3): I14-21.PubMed
28.
go back to reference Hyman I: Setting the stage: reviewing current knowledge on the health of Canadian immigrants: what is the evidence and where are the gaps?. Can J Public Health. 2004, 95 (3): I4-8.PubMed Hyman I: Setting the stage: reviewing current knowledge on the health of Canadian immigrants: what is the evidence and where are the gaps?. Can J Public Health. 2004, 95 (3): I4-8.PubMed
29.
go back to reference Huerga H, Lopez-Velez R: Infectious diseases in sub-Saharan African immigrant children in Madrid, Spain. Pediatr Infect Dis J. 2002, 21 (9): 830-834. 10.1097/00006454-200209000-00009.CrossRefPubMed Huerga H, Lopez-Velez R: Infectious diseases in sub-Saharan African immigrant children in Madrid, Spain. Pediatr Infect Dis J. 2002, 21 (9): 830-834. 10.1097/00006454-200209000-00009.CrossRefPubMed
30.
go back to reference Huerga H, Lopez-Velez R: Estudio comparativo de la patologia infecciosa en niños inmigrantes de distintas procedencias. An Pediatr (Barc). 2004, 60 (1): 16-21. 10.1157/13056006.CrossRef Huerga H, Lopez-Velez R: Estudio comparativo de la patologia infecciosa en niños inmigrantes de distintas procedencias. An Pediatr (Barc). 2004, 60 (1): 16-21. 10.1157/13056006.CrossRef
31.
go back to reference Walls CA, Rhodes KV, Kennedy JJ: The emergency department as usual source of medical care: estimates from the 1998 National Health Interview Survey. Acad Emerg Med. 2002, 9 (11): 1140-1145. 10.1111/j.1553-2712.2002.tb01568.x.CrossRefPubMed Walls CA, Rhodes KV, Kennedy JJ: The emergency department as usual source of medical care: estimates from the 1998 National Health Interview Survey. Acad Emerg Med. 2002, 9 (11): 1140-1145. 10.1111/j.1553-2712.2002.tb01568.x.CrossRefPubMed
32.
go back to reference Stronks K, Ravelli AC, Reijneveld SA: Immigrants in the Netherlands: equal access for equal needs?. J Epidemiol Community Health. 2001, 55 (10): 701-707. 10.1136/jech.55.10.701.CrossRefPubMedPubMedCentral Stronks K, Ravelli AC, Reijneveld SA: Immigrants in the Netherlands: equal access for equal needs?. J Epidemiol Community Health. 2001, 55 (10): 701-707. 10.1136/jech.55.10.701.CrossRefPubMedPubMedCentral
33.
go back to reference Uiters E, Deville WL, Foets M, Groenewegen PP: Use of health care services by ethnic minorities in The Netherlands: do patterns differ?. Eur J Public Health. 2006, 16 (4): 388-393. 10.1093/eurpub/ckl040.CrossRefPubMed Uiters E, Deville WL, Foets M, Groenewegen PP: Use of health care services by ethnic minorities in The Netherlands: do patterns differ?. Eur J Public Health. 2006, 16 (4): 388-393. 10.1093/eurpub/ckl040.CrossRefPubMed
35.
go back to reference Jordan K, Porcheret M, Croft P: Quality of morbidity coding in general practice computerized medical records: a systematic review. Fam Pract. 2004, 21 (4): 396-412. 10.1093/fampra/cmh409.CrossRefPubMed Jordan K, Porcheret M, Croft P: Quality of morbidity coding in general practice computerized medical records: a systematic review. Fam Pract. 2004, 21 (4): 396-412. 10.1093/fampra/cmh409.CrossRefPubMed
36.
go back to reference Esteban-Vasallo MD, Dominguez-Berjon MF, Astray-Mochales J, Genova-Maleras R, Perez-Sania A, Sanchez-Perruca L, Aguilera-Guzman M, Gonzalez-Sanz FJ: Epidemiological usefulness of population-based electronic clinical records in primary care: estimation of the prevalence of chronic diseases. Fam Pract. 2009, 26 (6): 445-454. 10.1093/fampra/cmp062.CrossRefPubMed Esteban-Vasallo MD, Dominguez-Berjon MF, Astray-Mochales J, Genova-Maleras R, Perez-Sania A, Sanchez-Perruca L, Aguilera-Guzman M, Gonzalez-Sanz FJ: Epidemiological usefulness of population-based electronic clinical records in primary care: estimation of the prevalence of chronic diseases. Fam Pract. 2009, 26 (6): 445-454. 10.1093/fampra/cmp062.CrossRefPubMed
37.
go back to reference Engstrom SG, Carlsson L, Ostgren CJ, Nilsson GH, Borgquist LA: The importance of comorbidity in analysing patient costs in Swedish primary care. BMC Public Health. 2006, 6: 36-10.1186/1471-2458-6-36.CrossRefPubMedPubMedCentral Engstrom SG, Carlsson L, Ostgren CJ, Nilsson GH, Borgquist LA: The importance of comorbidity in analysing patient costs in Swedish primary care. BMC Public Health. 2006, 6: 36-10.1186/1471-2458-6-36.CrossRefPubMedPubMedCentral
38.
go back to reference Hanley GE, Morgan S, Reid RJ: Explaining prescription drug use and expenditures using the adjusted clinical groups case-mix system in the population of British Columbia, Canada. Med Care. 2010, 48 (5): 402-408. 10.1097/MLR.0b013e3181ca3d5d.CrossRefPubMed Hanley GE, Morgan S, Reid RJ: Explaining prescription drug use and expenditures using the adjusted clinical groups case-mix system in the population of British Columbia, Canada. Med Care. 2010, 48 (5): 402-408. 10.1097/MLR.0b013e3181ca3d5d.CrossRefPubMed
39.
go back to reference Saura RM, Sunol R, Vallejo P, Lahoz S, Atxotegui J, El Manouari M: El marco sanitario y el entorno psicosocial de la poblacion inmigrante magrebi en Cataluña. Gac Sanit. 2008, 22 (6): 547-554. 10.1016/S0213-9111(08)75353-6.CrossRefPubMed Saura RM, Sunol R, Vallejo P, Lahoz S, Atxotegui J, El Manouari M: El marco sanitario y el entorno psicosocial de la poblacion inmigrante magrebi en Cataluña. Gac Sanit. 2008, 22 (6): 547-554. 10.1016/S0213-9111(08)75353-6.CrossRefPubMed
40.
go back to reference Rue M, Cabre X, Soler-Gonzalez J, Bosch A, Almirall M, Serna MC: Emergency hospital services utilization in Lleida (Spain): A cross-sectional study of immigrant and Spanish-born populations. BMC Health Serv Res. 2008, 8: 81-10.1186/1472-6963-8-81.CrossRefPubMedPubMedCentral Rue M, Cabre X, Soler-Gonzalez J, Bosch A, Almirall M, Serna MC: Emergency hospital services utilization in Lleida (Spain): A cross-sectional study of immigrant and Spanish-born populations. BMC Health Serv Res. 2008, 8: 81-10.1186/1472-6963-8-81.CrossRefPubMedPubMedCentral
41.
go back to reference Carrasco-Garrido P, Jimenez-Garcia R, Barrera VH, de Andres AL, de Miguel AG: Significant differences in the use of healthcare resources of native-born and foreign born in Spain. BMC Public Health. 2009, 9: 201-10.1186/1471-2458-9-201.CrossRefPubMedPubMedCentral Carrasco-Garrido P, Jimenez-Garcia R, Barrera VH, de Andres AL, de Miguel AG: Significant differences in the use of healthcare resources of native-born and foreign born in Spain. BMC Public Health. 2009, 9: 201-10.1186/1471-2458-9-201.CrossRefPubMedPubMedCentral
42.
go back to reference Buron A, Cots F, Garcia O, Vall O, Castells X: Hospital emergency department utilisation rates among the immigrant population in Barcelona, Spain. BMC Health Serv Res. 2008, 8: 51-10.1186/1472-6963-8-51.CrossRefPubMedPubMedCentral Buron A, Cots F, Garcia O, Vall O, Castells X: Hospital emergency department utilisation rates among the immigrant population in Barcelona, Spain. BMC Health Serv Res. 2008, 8: 51-10.1186/1472-6963-8-51.CrossRefPubMedPubMedCentral
43.
go back to reference Anton JI, Munoz de Bustillo R: Health care utilisation and immigration in Spain. Eur J Health Econ. 2010, 11 (5): 487-498. 10.1007/s10198-009-0204-z.CrossRefPubMed Anton JI, Munoz de Bustillo R: Health care utilisation and immigration in Spain. Eur J Health Econ. 2010, 11 (5): 487-498. 10.1007/s10198-009-0204-z.CrossRefPubMed
44.
go back to reference Hernandez-Quevedo C, Jimenez-Rubio D: A comparison of the health status and health care utilization patterns between foreigners and the national population in Spain: new evidence from the Spanish National Health Survey. Soc Sci Med. 2009, 69 (3): 370-378. 10.1016/j.socscimed.2009.05.005.CrossRefPubMed Hernandez-Quevedo C, Jimenez-Rubio D: A comparison of the health status and health care utilization patterns between foreigners and the national population in Spain: new evidence from the Spanish National Health Survey. Soc Sci Med. 2009, 69 (3): 370-378. 10.1016/j.socscimed.2009.05.005.CrossRefPubMed
45.
go back to reference Newbold B: Health status and health care of immigrants in Canada: a longitudinal analysis. J Health Serv Res Policy. 2005, 10 (2): 77-83. 10.1258/1355819053559074.CrossRefPubMed Newbold B: Health status and health care of immigrants in Canada: a longitudinal analysis. J Health Serv Res Policy. 2005, 10 (2): 77-83. 10.1258/1355819053559074.CrossRefPubMed
Metadata
Title
Primary care utilisation patterns among an urban immigrant population in the Spanish National Health System
Authors
Amaia Calderón-Larrañaga
Luis A Gimeno-Feliu
Rosa Macipe-Costa
Beatriz Poblador-Plou
Daniel Bordonaba-Bosque
Alexandra Prados-Torres
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2011
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-11-432

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