Skip to main content
Top
Published in: The European Journal of Health Economics 2/2012

01-04-2012 | Original Paper

Exploring the disparities of regional health care expenditures in Switzerland: some empirical evidence

Authors: Oliver Reich, Cornelia Weins, Claudia Schusterschitz, Magdalena Thöni

Published in: The European Journal of Health Economics | Issue 2/2012

Login to get access

Abstract

This study investigates the determinants of regional variations in health care expenditures (HCE) in Switzerland, since there are significant differences between cantons per capita HCE. The empirical analysis contributes to the discussion on the outcome of federalism in the Swiss health care system by improving the understanding of the determinants of the differences in HCE. Our econometric estimations indicate that HCE are significantly related to the density of specialist physicians, density of dispensing doctors, per capita income, proportion of managed care, medical and technological progress and socio-economic factors. Due to the presumptive importance of the organisation of ambulatory care, we suggest policy makers should particularly concentrate on promoting the supply of managed care models in Switzerland. Supporting the development of managed care may help to countervail some of the influences which tend to lead to higher cantonal health expenditures.
Appendix
Available only for authorised users
Footnotes
1
The 26 Swiss cantons are Aargau (AG), Appenzell Outer-Rhodes (AR), Appenzell Inner-Rhodes (AI), Basel-Land (BL), Basel-City (BS), Berne (BE), Fribourg (FR), Geneva (GE), Glarus (GL), Grisons (GR), Jura (JU), Lucerne (LU), Neuchatel (NE), Nidwalden (NW), Obwalden (OW), Schaffhausen (SH), Schwyz (SZ), Solothurn (SO), St. Gall (SG), Thurgau (TG), Ticino (TI), Uri (UR), Vaud (VD), Valais (VD), Zug (ZG), Zurich (ZH).
 
2
The description of the data set is in Sect. “Data and methods”.
 
3
Self-assessed health status "good or very good" in % of population over 15 years of age, 2007: Total Switzerland 86.8%, German-speaking region 87.6%, French-speaking region 85.2% and Italian-speaking region 81.3% [13].
 
4
A detailed overview of international health economics and health statistical literature can be found in [21] and in the overview presented by Gerdtham and Jönsson [14].
 
5
The proportion of the population insured in a managed care model is utilised as a proxy for the positive effect of gatekeeping found by research performed by Gerdtham et al. [19].
 
6
Various corrections were performed since part of the data basis was functionally clearly false, due to erroneous data transmission from the cantons. The affected cantons were Appenzell Ausser-Rhodes, Appenzell Inner-Rhodes, Grisons and Jura.
 
7
Managed Care models include Health Maintenance Organisations (HMO) and Family doctor models.
 
8
Santésuisse is the Association of health insurers in Switzerland.
 
9
IHA-IMS Health is one of the largest companies for market intelligence and accountability in global health care.
 
10
BAK Basel Economics provides empirical economic research and forecasts for the overall economy.
 
11
Since this is the only variable with missing data in 1997, the missing values in 1997 are imputed with the values of 1998 for the analysis.
 
12
Since the dummy variable LAT is dichotomous, a log-transformation makes no sense.
 
13
Chi-square = 43,9, df = 13, p < 0,000.
 
14
A Case-Mix-Index (CMI) variable was estimated in a separate model with the identical variables of the study for the years 2001–2007, since no data was available for prior years. The findings showed the CMI to be not statistically significant. Therefore, we dropped this exogenous variable in favour of a longer time period.
 
Literature
1.
go back to reference OECD/WHO: Schweiz—OECD-Berichte über Gesundheitssysteme. Bundesamt für Gesundheit, Bern (2006) OECD/WHO: Schweiz—OECD-Berichte über Gesundheitssysteme. Bundesamt für Gesundheit, Bern (2006)
2.
go back to reference Swiss Federal Statistical Office, S.F.S.O.: Kosten und Finanzierung des Gesundheitswesens 2007. Bundesamt für Statistik, Sektion Gesundheit, Neuchâtel (2009) Swiss Federal Statistical Office, S.F.S.O.: Kosten und Finanzierung des Gesundheitswesens 2007. Bundesamt für Statistik, Sektion Gesundheit, Neuchâtel (2009)
3.
go back to reference Achtermann, W., Berset, C.: Gesundheitspolitiken in der Schweiz—Potential für eine nationale Gesundheitspolitik: Band 1: Analysen und Perspektiven. Bundesamt für Gesundheit, Bern (2006) Achtermann, W., Berset, C.: Gesundheitspolitiken in der Schweiz—Potential für eine nationale Gesundheitspolitik: Band 1: Analysen und Perspektiven. Bundesamt für Gesundheit, Bern (2006)
4.
go back to reference Saltman, R.: Decentralization, re-centralization and future European health policy. Eur. J. Publ. Health 18, 104–106 (2008)CrossRef Saltman, R.: Decentralization, re-centralization and future European health policy. Eur. J. Publ. Health 18, 104–106 (2008)CrossRef
5.
go back to reference Pedersen, K., Christiansen, T., Bech, M.: The Danish health care system: evolution—not revolution—in a decentralized system. Health Econ. 14, 41–57 (2005)CrossRef Pedersen, K., Christiansen, T., Bech, M.: The Danish health care system: evolution—not revolution—in a decentralized system. Health Econ. 14, 41–57 (2005)CrossRef
6.
go back to reference Mosca, I.: Is decentralisation the real solution? A three country study. Health Pol. 77, 113–120 (2006)CrossRef Mosca, I.: Is decentralisation the real solution? A three country study. Health Pol. 77, 113–120 (2006)CrossRef
7.
go back to reference Magnussen, J., Hagen, T., Kaarboe, O.: Centralized or decentralized? A case study of Norwegian hospital reform. Soc. Sci. Med. 64, 2129–2137 (2007)PubMedCrossRef Magnussen, J., Hagen, T., Kaarboe, O.: Centralized or decentralized? A case study of Norwegian hospital reform. Soc. Sci. Med. 64, 2129–2137 (2007)PubMedCrossRef
8.
go back to reference Wyss, K., Lorenz, N.: Decentralization and central and regional coordination of health services: the case of Switzerland. Int. J. Health Plann. Manag. 15, 103–114 (2000)CrossRef Wyss, K., Lorenz, N.: Decentralization and central and regional coordination of health services: the case of Switzerland. Int. J. Health Plann. Manag. 15, 103–114 (2000)CrossRef
9.
go back to reference Haari, R., Haari-Oberg, I., Schilling, K., Torrisi, M.: Wirkungsanalyse KVG: Kostendifferenzen zwischen den Kantonen. Sozialwissenschaftliche Analyse kantonaler Praktiken. Beiträge zur Sozialen Sicherheit, Forschungsbericht Nr. 15/01. Bundesamt für Sozialversicherung, Bern (2001) Haari, R., Haari-Oberg, I., Schilling, K., Torrisi, M.: Wirkungsanalyse KVG: Kostendifferenzen zwischen den Kantonen. Sozialwissenschaftliche Analyse kantonaler Praktiken. Beiträge zur Sozialen Sicherheit, Forschungsbericht Nr. 15/01. Bundesamt für Sozialversicherung, Bern (2001)
10.
go back to reference Crivelli, L., Filippini, M., Mosca, I.: Federalism and regional health care expenditures: An empirical analysis for the swiss cantons. Health Econ. 15, 535–541 (2006)PubMedCrossRef Crivelli, L., Filippini, M., Mosca, I.: Federalism and regional health care expenditures: An empirical analysis for the swiss cantons. Health Econ. 15, 535–541 (2006)PubMedCrossRef
11.
go back to reference Meyer, K. (ed.): Gesundheit in der Schweiz. Nationaler Gesundheitsbericht 2008. Buchreihe des Schweizerischen Gesundheitsobservatoriums. Verlag Hans Huber, Bern (2008) Meyer, K. (ed.): Gesundheit in der Schweiz. Nationaler Gesundheitsbericht 2008. Buchreihe des Schweizerischen Gesundheitsobservatoriums. Verlag Hans Huber, Bern (2008)
14.
go back to reference Gerdtham, U.G., Jönsson, B.: International comparisons of health expenditure: Theory, data and econometric analysis. In: Culyer, A.J., Newhouse, J.P. (eds.) Handbook of Health Economics, pp. 11–53. Elsevier Science, North Holland (2000) Gerdtham, U.G., Jönsson, B.: International comparisons of health expenditure: Theory, data and econometric analysis. In: Culyer, A.J., Newhouse, J.P. (eds.) Handbook of Health Economics, pp. 11–53. Elsevier Science, North Holland (2000)
15.
16.
go back to reference Leu, R.E.: The public-private mix and international health care costs. In: Culyer, A.J., Jonsson, B. (eds.) Public and Private Health Services, pp. 41–63. Basil Blackwell, Oxford (1986) Leu, R.E.: The public-private mix and international health care costs. In: Culyer, A.J., Jonsson, B. (eds.) Public and Private Health Services, pp. 41–63. Basil Blackwell, Oxford (1986)
17.
go back to reference Gerdtham, U.G., Sogaard, F., Andersson, F., Jönsson, B.: An econometric analysis of health care expenditure: A cross-section study of the OECD countries. J. Health Econ. 11, 63–84 (1992)PubMedCrossRef Gerdtham, U.G., Sogaard, F., Andersson, F., Jönsson, B.: An econometric analysis of health care expenditure: A cross-section study of the OECD countries. J. Health Econ. 11, 63–84 (1992)PubMedCrossRef
18.
go back to reference Hitris, T., Posnett, J.: The determinants and effects of health expenditure in developed countries. J. Health Econ. 11(2), 173–181 (1992)CrossRef Hitris, T., Posnett, J.: The determinants and effects of health expenditure in developed countries. J. Health Econ. 11(2), 173–181 (1992)CrossRef
19.
go back to reference Gerdtham, U.G., Jönsson, B., MacFarlan, M., Oxley, H.: The determinants of health expenditure in the OECD countries. A pooled data analysis. In: Zweifel, P. (ed.) Health, The Medical Profession and Regulation, pp. 113–134. Kluwer, Dordrecht (1998) Gerdtham, U.G., Jönsson, B., MacFarlan, M., Oxley, H.: The determinants of health expenditure in the OECD countries. A pooled data analysis. In: Zweifel, P. (ed.) Health, The Medical Profession and Regulation, pp. 113–134. Kluwer, Dordrecht (1998)
20.
go back to reference Barros, P.P.: The black-box of health care expenditure growth determinants. Health Econ. 7, 533–544 (1998)PubMedCrossRef Barros, P.P.: The black-box of health care expenditure growth determinants. Health Econ. 7, 533–544 (1998)PubMedCrossRef
21.
go back to reference Camenzind, P.: Erklärungsansätze regionaler Kostenunterschiede im Gesundheitswesen: Analyse der internationalen gesundheitsökonomischen und gesundheitsstatistischen Literatur–mit besonderem Fokus auf die Schweiz; Arbeitsdokument 30. Schweizerisches Gesundheitsobservatorium Obsan, Neuchâtel (2008) Camenzind, P.: Erklärungsansätze regionaler Kostenunterschiede im Gesundheitswesen: Analyse der internationalen gesundheitsökonomischen und gesundheitsstatistischen Literatur–mit besonderem Fokus auf die Schweiz; Arbeitsdokument 30. Schweizerisches Gesundheitsobservatorium Obsan, Neuchâtel (2008)
22.
go back to reference Di Matteo, L., Di Matteo, R.: Evidence on determinants of Canadian provincial Government health expenditures: 1965–1991. J. Health Econ. 17, 211–228 (1998)PubMedCrossRef Di Matteo, L., Di Matteo, R.: Evidence on determinants of Canadian provincial Government health expenditures: 1965–1991. J. Health Econ. 17, 211–228 (1998)PubMedCrossRef
24.
go back to reference Vatter, A., Rüefli, C.: Do Political Factors Matter for Health Care Expenditure? A Comparative Study of Swiss Cantons. J. Publ. Pol. 23, 301–323 (2003)CrossRef Vatter, A., Rüefli, C.: Do Political Factors Matter for Health Care Expenditure? A Comparative Study of Swiss Cantons. J. Publ. Pol. 23, 301–323 (2003)CrossRef
25.
go back to reference Sturny, I.: 5-Jahres-Vergleich 1999–2003 der Kosten der stationären und ambulanten Gesundheitsversorgung in der Schweiz. Analyse der Krankenversicherer OKP mit dem Datenpool santésuisse. Arbeitdokument 10. Schweizerisches Gesundheitsobservatorium, Neuchâtel (2004) Sturny, I.: 5-Jahres-Vergleich 1999–2003 der Kosten der stationären und ambulanten Gesundheitsversorgung in der Schweiz. Analyse der Krankenversicherer OKP mit dem Datenpool santésuisse. Arbeitdokument 10. Schweizerisches Gesundheitsobservatorium, Neuchâtel (2004)
26.
go back to reference Schleiniger, R., Slembeck, T., Blöchliger, J.: Bestimmung und Erklärung der kantonale Mengenindizes der OKP-Leistungen. Zürcher Hochschule für angewandte Wissenschaften, Zentrum für Wirtschaftspolitik. http://pd.zhaw.ch/hop/1486960037.pdf (2007). Accessed 3 December 2008 Schleiniger, R., Slembeck, T., Blöchliger, J.: Bestimmung und Erklärung der kantonale Mengenindizes der OKP-Leistungen. Zürcher Hochschule für angewandte Wissenschaften, Zentrum für Wirtschaftspolitik. http://​pd.​zhaw.​ch/​hop/​1486960037.​pdf (2007). Accessed 3 December 2008
27.
28.
go back to reference Straub, M., Hartwig, J.: Herbstprognose der schweizerischen Gesundheitsausgaben 2008–2011. ETH Zürich, KOF Konjunkturforschungsstelle, Zürich (2009) Straub, M., Hartwig, J.: Herbstprognose der schweizerischen Gesundheitsausgaben 2008–2011. ETH Zürich, KOF Konjunkturforschungsstelle, Zürich (2009)
29.
go back to reference Taskin, A., Bisig, B.: Nationalität und Inanspruchnahme von Gesundheitsleistungen. In: Bisig, B., Gutzwiller, F. (eds.) Gesundheitswesen Schweiz: Gibt es Unter- oder Überversorgung? Band 1: Gesamtübersicht, pp. 83–118. Verlag Rüegger, Zürich/Chur (2004) Taskin, A., Bisig, B.: Nationalität und Inanspruchnahme von Gesundheitsleistungen. In: Bisig, B., Gutzwiller, F. (eds.) Gesundheitswesen Schweiz: Gibt es Unter- oder Überversorgung? Band 1: Gesamtübersicht, pp. 83–118. Verlag Rüegger, Zürich/Chur (2004)
30.
go back to reference Rüefli, C., Vatter, A.: Wirkungsanalyse KVG: Kostendifferenzen im Gesundheitswesen zwischen den Kantonen. Statistische Analyse kantonaler Indikatoren. Beiträge zur Sozialen Sicherheit, Forschungsbericht Nr. 14/01. Bundesamt für Sozialversicherung, Bern (2001) Rüefli, C., Vatter, A.: Wirkungsanalyse KVG: Kostendifferenzen im Gesundheitswesen zwischen den Kantonen. Statistische Analyse kantonaler Indikatoren. Beiträge zur Sozialen Sicherheit, Forschungsbericht Nr. 14/01. Bundesamt für Sozialversicherung, Bern (2001)
31.
go back to reference Breyer, F., Zweifel, P.: Gesundheitsökonomie. Springer, Berlin (1997) Breyer, F., Zweifel, P.: Gesundheitsökonomie. Springer, Berlin (1997)
32.
go back to reference Lehmann, H.: Managed Care—Kosten senken mit alternativen Krankenversicherungsformen; Eine empirische Analyse anhand Schweizer Krankenversicherungsdaten. Verlag Rüegger, Zürich/Chur (2003) Lehmann, H.: Managed Care—Kosten senken mit alternativen Krankenversicherungsformen; Eine empirische Analyse anhand Schweizer Krankenversicherungsdaten. Verlag Rüegger, Zürich/Chur (2003)
33.
go back to reference Prognos, A.G., Baur, R., Hunger, W., Kämpf, K., Stock, J.: Evaluation neuer Formen der Krankenversicherung. Beiträge zur Sozialen Sicherheit. Bundesamt für Sozialversicherung, Bern (1998) Prognos, A.G., Baur, R., Hunger, W., Kämpf, K., Stock, J.: Evaluation neuer Formen der Krankenversicherung. Beiträge zur Sozialen Sicherheit. Bundesamt für Sozialversicherung, Bern (1998)
34.
go back to reference Beck, K., Käser, U., Trottmann, M., Von Rotz, S.: Effizienzsteigerung dank Managed Care. Datamaster 5, 15–21 (2009) Beck, K., Käser, U., Trottmann, M., Von Rotz, S.: Effizienzsteigerung dank Managed Care. Datamaster 5, 15–21 (2009)
35.
go back to reference Beck, K., Kunze, U., Oggier, W.: Selbstdispensation: Kosten treibender oder Kosten dämpfender Faktor? Manag. Care 6, 5–8 (2004) Beck, K., Kunze, U., Oggier, W.: Selbstdispensation: Kosten treibender oder Kosten dämpfender Faktor? Manag. Care 6, 5–8 (2004)
36.
go back to reference Federal Office of Public Health F.O.P.H.: Statistik der obligatorischen Krankenversicherung 2007. Bundesamt für Gesundheit, Bern (2008) Federal Office of Public Health F.O.P.H.: Statistik der obligatorischen Krankenversicherung 2007. Bundesamt für Gesundheit, Bern (2008)
37.
go back to reference Werblow, A., Felder, S., Zweifel, P.: Population Ageing and Health Care Expenditure: A School of ‘Red Herrings’? Health Econ. 16, 1109–1126 (2007)PubMedCrossRef Werblow, A., Felder, S., Zweifel, P.: Population Ageing and Health Care Expenditure: A School of ‘Red Herrings’? Health Econ. 16, 1109–1126 (2007)PubMedCrossRef
38.
go back to reference Felder, S., Meier, M., Schmitt, H.: Health care expenditure in the last months of life. J. Health Econ. 19, 679–695 (2000)PubMedCrossRef Felder, S., Meier, M., Schmitt, H.: Health care expenditure in the last months of life. J. Health Econ. 19, 679–695 (2000)PubMedCrossRef
40.
go back to reference Bodenheimer, T.: Coordinating care—a perilous journey through the health care system. New Engl. J. Med. 358(10), 1064–1071 (2008)PubMedCrossRef Bodenheimer, T.: Coordinating care—a perilous journey through the health care system. New Engl. J. Med. 358(10), 1064–1071 (2008)PubMedCrossRef
Metadata
Title
Exploring the disparities of regional health care expenditures in Switzerland: some empirical evidence
Authors
Oliver Reich
Cornelia Weins
Claudia Schusterschitz
Magdalena Thöni
Publication date
01-04-2012
Publisher
Springer-Verlag
Published in
The European Journal of Health Economics / Issue 2/2012
Print ISSN: 1618-7598
Electronic ISSN: 1618-7601
DOI
https://doi.org/10.1007/s10198-011-0299-x

Other articles of this Issue 2/2012

The European Journal of Health Economics 2/2012 Go to the issue