Skip to main content
Top
Published in: Journal of Public Health 4/2010

01-08-2010 | Original Article

Inequality in health care utilization in Germany? Theoretical and empirical evidence for specialist consultation

Authors: Stefan Gruber, Markus Kiesel

Published in: Journal of Public Health | Issue 4/2010

Login to get access

Abstract

Aim

In view of increasing concern about a two-class system in the German health care sector, this study investigates the relevance of health insurance schemes and other socioeconomic characteristics to the level of specialist health care provision.

Subjects and Methods

Referring to Ronald M. Andersen’s model of health care utilization and more content-based approaches, we implement a negative binomial hurdle regression to estimate the number of specialist visits within the last 12 months. Our data source is the German sample of the first wave of the Survey of Health, Ageing and Retirement in Europe (SHARE) in 2004.

Results

The results show that men’s number of specialist visits is markedly sensitive to predisposing and enabling factors, whereas women’s health care utilization depends less on such socioeconomic characteristics. With reference to previous findings concerning general practitioner consultation, the assumption of a bipolar health care system providing general practitioner care primarily to the statutory insured and specialist care to the privately insured is supported empirically as to men. Education, which is considered to be highly correlated with health lifestyles, has a positive effect on medical health care. Every additional year of education increases by about 10% the probability of men seeking specialist consultation. Furthermore, the results indicate an unfavorable situation for the self-employed concerning health care because of their specific employment situation and health insurance coverage.

Discussion

The research results suggest the existence of relevant differences in the amount of specialist consultation according to health insurance and other socioeconomic features. Further research could concentrate on the question of whether these inequalities in utilization levels indicate overprovision or underprovision of ambulant health care. Moreover, we recommend longitudinal research that is particularly suited to detangle age and cohort effects.
Literature
go back to reference Abel T, Abraham A, Sommerhalder K (2006) Kulturelles Kapital, kollektive Lebensstile und die soziale Reproduktion gesundheitlicher Ungleichheit. In: Richter M, Hurrelmann K (eds) Gesundheitliche Ungleichheit. VS Verlag für Sozialwissenschaften, Wiesbaden, pp 185–198CrossRef Abel T, Abraham A, Sommerhalder K (2006) Kulturelles Kapital, kollektive Lebensstile und die soziale Reproduktion gesundheitlicher Ungleichheit. In: Richter M, Hurrelmann K (eds) Gesundheitliche Ungleichheit. VS Verlag für Sozialwissenschaften, Wiesbaden, pp 185–198CrossRef
go back to reference Allin S, Masseria C, Mossialos E (2009) Measuring socioeconomic differences in use of health care services by Wealth Versus by income. Am J Public Health 0:AJPH.2008.141499v1 Allin S, Masseria C, Mossialos E (2009) Measuring socioeconomic differences in use of health care services by Wealth Versus by income. Am J Public Health 0:AJPH.2008.141499v1
go back to reference Andersen HH, Schwarze J (1997) Angebotsinduzierte Nachfrage bei zunehmendem Wettbewerb, Eine empirische Analyse der Inanspruchnahme ambulanter ärztlicher Leistungen. Berliner Zentrum Public Health, Berlin Andersen HH, Schwarze J (1997) Angebotsinduzierte Nachfrage bei zunehmendem Wettbewerb, Eine empirische Analyse der Inanspruchnahme ambulanter ärztlicher Leistungen. Berliner Zentrum Public Health, Berlin
go back to reference Andersen RM (1995) Revisiting the behavioral model to medical care: does it matter? J Health and Soc Behav 36:1–10CrossRef Andersen RM (1995) Revisiting the behavioral model to medical care: does it matter? J Health and Soc Behav 36:1–10CrossRef
go back to reference Andersen RM, Newman JF (1973) Societal and individual determinants of medical care utilisation in the Unites States. Milbank Meml Fund Q Health Soc 51:95–124CrossRef Andersen RM, Newman JF (1973) Societal and individual determinants of medical care utilisation in the Unites States. Milbank Meml Fund Q Health Soc 51:95–124CrossRef
go back to reference Bago d'Uva T (2006) Latent class models for utilization of health care. Health Econ 15:329–343CrossRef Bago d'Uva T (2006) Latent class models for utilization of health care. Health Econ 15:329–343CrossRef
go back to reference Bergmann E, Kalcklösch A, Tiemann C (2005) Inanspruchnahme des Gesundheitswesens. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 12 Bergmann E, Kalcklösch A, Tiemann C (2005) Inanspruchnahme des Gesundheitswesens. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 12
go back to reference Bisig B, Gutzwiller F (2004) Gesundheitssystem Schweiz: Gibt es eine Unter- oder Überversorgung? Rüegger, Zürich/Chur Bisig B, Gutzwiller F (2004) Gesundheitssystem Schweiz: Gibt es eine Unter- oder Überversorgung? Rüegger, Zürich/Chur
go back to reference Bolin K, Lindgren B, Lundborg P (2007) Informal and formal care among single-living elderly in Europe. Health Economics 17(3) Bolin K, Lindgren B, Lundborg P (2007) Informal and formal care among single-living elderly in Europe. Health Economics 17(3)
go back to reference Börsch-Supan A, Brugiavini A, Jürges H, Mackenbach J, Siegrist J, Weber G (ed) (2005) Health, Ageing and Retirement in Europe—First Results from the Survey of Health, Ageing and Retirement in Europe. Mannheim Research Insitute for the Economics of Aging (MEA) Börsch-Supan A, Brugiavini A, Jürges H, Mackenbach J, Siegrist J, Weber G (ed) (2005) Health, Ageing and Retirement in Europe—First Results from the Survey of Health, Ageing and Retirement in Europe. Mannheim Research Insitute for the Economics of Aging (MEA)
go back to reference Börsch-Supan A, Jürges H (2005) The Survey of Health, Ageing and Retirement in Europe—Methodology. Mannheim Research Institute for the Economics of Aging (MEA) Börsch-Supan A, Jürges H (2005) The Survey of Health, Ageing and Retirement in Europe—Methodology. Mannheim Research Institute for the Economics of Aging (MEA)
go back to reference Bourdieu P (1982) Die feinen Unterschiede. Kritik der gesellschaftlichen Urteilskraft. Suhrkamp, Frankfurt a M Bourdieu P (1982) Die feinen Unterschiede. Kritik der gesellschaftlichen Urteilskraft. Suhrkamp, Frankfurt a M
go back to reference Burström B (1990) Increasing inequalities in health care utilisation across income groups in Sweden during the 1990s. Health Policy 62:117–129CrossRef Burström B (1990) Increasing inequalities in health care utilisation across income groups in Sweden during the 1990s. Health Policy 62:117–129CrossRef
go back to reference Breyer F, Zweifel P, Kifmann M (2005) Gesundheitsökonomie. Springer, Berlin Breyer F, Zweifel P, Kifmann M (2005) Gesundheitsökonomie. Springer, Berlin
go back to reference Busse R, Riesberg A (2005) Gesundheitssysteme im Wandel: Deutschland. WHO Regionalbüro für Europa im Auftrag des Europäischen Observatoriums für Gesundheitssysteme und Gesundheits-politik, Kopenhagen Busse R, Riesberg A (2005) Gesundheitssysteme im Wandel: Deutschland. WHO Regionalbüro für Europa im Auftrag des Europäischen Observatoriums für Gesundheitssysteme und Gesundheits-politik, Kopenhagen
go back to reference Cameron AC, Trivedi PK (1986) Econometric models based on count data: comparisons and applications of some estimators and tests. J Appl Econ 1:29–53CrossRef Cameron AC, Trivedi PK (1986) Econometric models based on count data: comparisons and applications of some estimators and tests. J Appl Econ 1:29–53CrossRef
go back to reference Cameron AC, Trivedi PK (1998) Regression analysis of count data. Cambridge University Press, Cambridge Cameron AC, Trivedi PK (1998) Regression analysis of count data. Cambridge University Press, Cambridge
go back to reference Cameron AC, Trivedi PK, Milne F, Piggott J (1988) A microeconometric model of the demand for health care and health insurance in Australia. Rev Econ Stud 55:85–106CrossRef Cameron AC, Trivedi PK, Milne F, Piggott J (1988) A microeconometric model of the demand for health care and health insurance in Australia. Rev Econ Stud 55:85–106CrossRef
go back to reference Deb P, Trivedi PK (1997) Demand for medical care by the elderly: a finite mixture approach. J Appl Econ 12:313–336CrossRef Deb P, Trivedi PK (1997) Demand for medical care by the elderly: a finite mixture approach. J Appl Econ 12:313–336CrossRef
go back to reference Geil P, Million A, Rotte R, Zimmermann KF (1997) Economic incentitives and hospitalization in Germany. J Appl Econ 12:295–311CrossRef Geil P, Million A, Rotte R, Zimmermann KF (1997) Economic incentitives and hospitalization in Germany. J Appl Econ 12:295–311CrossRef
go back to reference Gordala J (1981) Schichtspezifische Differenzen bei der Inanspruchnahme ärztlicher Leistungen. In: Bundesministerium für Arbeit und Sozialordnung (ed) Wissenschaftlicher Preis Gesundheitsökonomie 1978/79 und 1979/80, Kurzfassungen der ausgezeichneten Arbeiten. Bonn, pp 105–130 Gordala J (1981) Schichtspezifische Differenzen bei der Inanspruchnahme ärztlicher Leistungen. In: Bundesministerium für Arbeit und Sozialordnung (ed) Wissenschaftlicher Preis Gesundheitsökonomie 1978/79 und 1979/80, Kurzfassungen der ausgezeichneten Arbeiten. Bonn, pp 105–130
go back to reference Gruber S, Kiesel M (2009) Wer konsultiert den Allgemeinarzt in Deutschland? Eine Analyse zum Einfluss von Versicherung und anderen sozialen Merkmalen auf die Inanspruchnahme allgemeinmedizinischer Leistungen im Alter. In: Engelhardt-Wölfler H (ed) BBzS-Band 1: Altern in Europa - Empirische Analysen mit dem Survey of Health. Ageing and retirement in Europe. University of Bamberg Press, Bamberg, pp 94–143 Gruber S, Kiesel M (2009) Wer konsultiert den Allgemeinarzt in Deutschland? Eine Analyse zum Einfluss von Versicherung und anderen sozialen Merkmalen auf die Inanspruchnahme allgemeinmedizinischer Leistungen im Alter. In: Engelhardt-Wölfler H (ed) BBzS-Band 1: Altern in Europa - Empirische Analysen mit dem Survey of Health. Ageing and retirement in Europe. University of Bamberg Press, Bamberg, pp 94–143
go back to reference Hagenaars A, de Vos K, Zaidi MA (1994) Poverty statistics in the late 1980s: research based on micro-data. Office for Official Publications of the European Communities, Luxemburg Hagenaars A, de Vos K, Zaidi MA (1994) Poverty statistics in the late 1980s: research based on micro-data. Office for Official Publications of the European Communities, Luxemburg
go back to reference Hradil S (2006) Was prägt das Krankheitsrisiko: Schicht, Lage, Lebensstil? In: Richter M, Hurrelmann K (eds) Gesundheitliche Ungleichheit. VS Verlag für Sozialwissenschaften, Wiesbaden, pp 33–52CrossRef Hradil S (2006) Was prägt das Krankheitsrisiko: Schicht, Lage, Lebensstil? In: Richter M, Hurrelmann K (eds) Gesundheitliche Ungleichheit. VS Verlag für Sozialwissenschaften, Wiesbaden, pp 33–52CrossRef
go back to reference Jones AM, Koolman X, van Doorslaer E (2004) The impact of supplementary private health insurance on the use of specialists in European countries. Ecuity - Public Papers Jones AM, Koolman X, van Doorslaer E (2004) The impact of supplementary private health insurance on the use of specialists in European countries. Ecuity - Public Papers
go back to reference Long JS, Freese J (2006) Regression models for categorical dependent variables using STATA. Stata Press, Texas Long JS, Freese J (2006) Regression models for categorical dependent variables using STATA. Stata Press, Texas
go back to reference Lungen M, Stollenwerk B, Messner P, Lauterbach KW, Gerber A (2008) Waiting times for elective treatments according to insurance status: A randomized empirical study in Germany. International J for Equity in Health 7:1CrossRef Lungen M, Stollenwerk B, Messner P, Lauterbach KW, Gerber A (2008) Waiting times for elective treatments according to insurance status: A randomized empirical study in Germany. International J for Equity in Health 7:1CrossRef
go back to reference Kohli M, Hank K, Künemund H (2009) The social connectedness of older Europeans: patterns, dynamics and contexts. J Eur Soc Policy 19(4):327–340CrossRef Kohli M, Hank K, Künemund H (2009) The social connectedness of older Europeans: patterns, dynamics and contexts. J Eur Soc Policy 19(4):327–340CrossRef
go back to reference Mannheim Research Institute for the Economics of Aging (2007) Documentation of generated variables in SHARE 1 release 2.0 Mannheim Research Institute for the Economics of Aging (2007) Documentation of generated variables in SHARE 1 release 2.0
go back to reference Mielck A (2005) Soziale Ungleichheit und Gesundheit. Huber, Bern Mielck A (2005) Soziale Ungleichheit und Gesundheit. Huber, Bern
go back to reference Mielck A, Helmert U (2007) Das Arzt-Patienten-Verhältnis in der ambulanten Versorgung: Unterschiede zwischen GKV- und PKV-Versicherten. In: Böcken J, Braun B, Amhof R (eds) Gesundheitsmonitor 2007: Gesundheitsversorgung und Gestaltungsoptionen aus der Perspektive von Bevölkerung und Ärzten. Verl. Bertelsmann Stiftung, Gütersloh, pp 114–132 Mielck A, Helmert U (2007) Das Arzt-Patienten-Verhältnis in der ambulanten Versorgung: Unterschiede zwischen GKV- und PKV-Versicherten. In: Böcken J, Braun B, Amhof R (eds) Gesundheitsmonitor 2007: Gesundheitsversorgung und Gestaltungsoptionen aus der Perspektive von Bevölkerung und Ärzten. Verl. Bertelsmann Stiftung, Gütersloh, pp 114–132
go back to reference Mielck A, Kiess R, von der Knesebeck O, Stirbu I, Kunst, AE (2009) Association between forgone care and household income among the elderly in five Western European countries—analyses based on survey data from the SHARE-study. BMC Health Services Research 1–8 Mielck A, Kiess R, von der Knesebeck O, Stirbu I, Kunst, AE (2009) Association between forgone care and household income among the elderly in five Western European countries—analyses based on survey data from the SHARE-study. BMC Health Services Research 1–8
go back to reference Pohlmeier W, Ulrich V (1995) An econometric model of the two-part decision-making process in the demand of medical care. J Hum Resour 30:339–361CrossRef Pohlmeier W, Ulrich V (1995) An econometric model of the two-part decision-making process in the demand of medical care. J Hum Resour 30:339–361CrossRef
go back to reference Riphahn RT, Wambach A, Million A (2002) Incentive effects in the demand for health care: a bivariate panel count data estimation. J Appl Econ 18:387–405CrossRef Riphahn RT, Wambach A, Million A (2002) Incentive effects in the demand for health care: a bivariate panel count data estimation. J Appl Econ 18:387–405CrossRef
go back to reference Rückert IM, Böcken J, Mielck A (2008) Are German patients burdened by the practice charge for physician visits ('Praxisgebuehr')? A cross sectional analysis of socio-economic and health related factors. BMC Health Serv Res 8(232):1–13 Rückert IM, Böcken J, Mielck A (2008) Are German patients burdened by the practice charge for physician visits ('Praxisgebuehr')? A cross sectional analysis of socio-economic and health related factors. BMC Health Serv Res 8(232):1–13
go back to reference Santos Silva JMC, Windmeijer F (2001) Two-part multiple spell models for health care demand. The Institute for Fiscal Studies Santos Silva JMC, Windmeijer F (2001) Two-part multiple spell models for health care demand. The Institute for Fiscal Studies
go back to reference Schellhorn M (2003) The demand for health care—Swiss evidence. Universität Bern Schellhorn M (2003) The demand for health care—Swiss evidence. Universität Bern
go back to reference Schneider N, Spellerberg A (1999) Lebensstile, Wohnbedürfnisse und räumliche Mobilität. Leske+Budrich, Opladen Schneider N, Spellerberg A (1999) Lebensstile, Wohnbedürfnisse und räumliche Mobilität. Leske+Budrich, Opladen
go back to reference Simon M (2005) Das Gesundheitssystem in Deutschland. Huber, Bern Simon M (2005) Das Gesundheitssystem in Deutschland. Huber, Bern
go back to reference Thode N, Bergmann E, Kamtsiuris P, Kurth B-M (2005) Einflussfaktoren auf die ambulante Inanspruchnahme in Deutschland. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 3:296–306CrossRef Thode N, Bergmann E, Kamtsiuris P, Kurth B-M (2005) Einflussfaktoren auf die ambulante Inanspruchnahme in Deutschland. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 3:296–306CrossRef
go back to reference Thorbecke R (1975) Bewältigung von Krankheitsepisoden in der Familie. In: Ritter-Rohr D (ed) Der Arzt, Sein Patient Und Die Gesellschaft. Suhrkamp, Frankfurt am Main Thorbecke R (1975) Bewältigung von Krankheitsepisoden in der Familie. In: Ritter-Rohr D (ed) Der Arzt, Sein Patient Und Die Gesellschaft. Suhrkamp, Frankfurt am Main
go back to reference United Nations Educational Scientific and Cultural Organization (2006) International Standard Classification of Education: ISCED 1997. UNESCO - Institute for Statistics United Nations Educational Scientific and Cultural Organization (2006) International Standard Classification of Education: ISCED 1997. UNESCO - Institute for Statistics
go back to reference Van der Heyden JHA, Demarest S, Tafforeau J, van Oyen H (2003) Socio-economic differences in the utilisation of health services in Belgium. Health Policy 65:153–165CrossRefPubMed Van der Heyden JHA, Demarest S, Tafforeau J, van Oyen H (2003) Socio-economic differences in the utilisation of health services in Belgium. Health Policy 65:153–165CrossRefPubMed
go back to reference Van Doorslaer E, Koolman X, Jones AM (2004a) Explaining income-related inequalities in doctor utilisation in Europe: a decomposition approach. Health Econ 13(7):629–647CrossRefPubMed Van Doorslaer E, Koolman X, Jones AM (2004a) Explaining income-related inequalities in doctor utilisation in Europe: a decomposition approach. Health Econ 13(7):629–647CrossRefPubMed
go back to reference Van Doorslaer E, Koolman X, Puffer F (2002) Equity in the use of physician visits in OECD countries: has equal treatment for equal need been achieved? In: Measuring up: Improving health system performance in OECD countries. OECD, Paris, pp 225–248 Van Doorslaer E, Koolman X, Puffer F (2002) Equity in the use of physician visits in OECD countries: has equal treatment for equal need been achieved? In: Measuring up: Improving health system performance in OECD countries. OECD, Paris, pp 225–248
go back to reference Van Doorslaer E, Masseria C, the OECD Health Equity Research Group (2004b) Income-related inequality in the use of medical care in 21 OECD countries. In: Lafortune G (ed) The OECD health project: Towards high-performing health systems. Policy Studies. OECD, Paris, pp 109–166 Van Doorslaer E, Masseria C, the OECD Health Equity Research Group (2004b) Income-related inequality in the use of medical care in 21 OECD countries. In: Lafortune G (ed) The OECD health project: Towards high-performing health systems. Policy Studies. OECD, Paris, pp 109–166
go back to reference Van Doorslaer E, Wagstaff A et al (2000) Equity in the delivery of health care in Europe and the US. J Health Econ 19:553–583CrossRefPubMed Van Doorslaer E, Wagstaff A et al (2000) Equity in the delivery of health care in Europe and the US. J Health Econ 19:553–583CrossRefPubMed
go back to reference Verbeek M (2004) A guide to modern econometrics. John Wiley & Sons Ltd., West Sussex Verbeek M (2004) A guide to modern econometrics. John Wiley & Sons Ltd., West Sussex
go back to reference Weber I (2005) Mehr Patienten, weniger Ärzte und geringere Finanzmittel. Deutsches Ärzteblatt 12:540–541 Weber I (2005) Mehr Patienten, weniger Ärzte und geringere Finanzmittel. Deutsches Ärzteblatt 12:540–541
Metadata
Title
Inequality in health care utilization in Germany? Theoretical and empirical evidence for specialist consultation
Authors
Stefan Gruber
Markus Kiesel
Publication date
01-08-2010
Publisher
Springer-Verlag
Published in
Journal of Public Health / Issue 4/2010
Print ISSN: 2198-1833
Electronic ISSN: 1613-2238
DOI
https://doi.org/10.1007/s10389-010-0321-2

Other articles of this Issue 4/2010

Journal of Public Health 4/2010 Go to the issue

Editorial

Editorial