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Published in: BMC Health Services Research 1/2019

Open Access 01-12-2019 | Care | Research article

Economic efficiency versus accessibility: Planning of the hospital landscape in rural regions using a linear model on the example of paediatric and obstetric wards in the northeast of Germany

Authors: Neeltje van den Berg, Franziska Radicke, Ulrike Stentzel, Wolfgang Hoffmann, Steffen Flessa

Published in: BMC Health Services Research | Issue 1/2019

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Abstract

Background

Costs for the provision of regional hospital care depend, among other things, on the population density and the maximum reasonable distance to the nearest hospital. In regions with a low population density, it is a challenge to plan the number and location of hospitals with respect both to economic efficiency and to the availability of hospital care close to residential areas.
We examined whether the hospital landscape in rural regions can be planned on the basis of a regional economic model using the example which number of paediatric and obstetric wards in a region in the Northeast of Germany is economically efficient and what would be the consequences for the accessibility when one or more of the three current locations would be closed.

Methods

A model of linear programming was developed to estimate the costs and revenues under different scenarios with up to three hospitals with both a paediatric and an obstetric ward in the investigation region. To calculate accessibility of the wards, geographic analyses were conducted.

Results

With three hospitals in the study region, there is a financial gap of €3.6 million. To get a positive contribution margin for all three hospitals, more cases have to be treated than the region can deliver. Closing hospitals in the parts of the region with the smallest population density would lead to reduced accessibility for about 8% of the population under risk.

Conclusions

Quantitative modelling of the costs of regional hospital care provides a basis for planning. A qualitative discussion to the locations of the remaining departments and the implementation of alternative healthcare concepts should follow.
Literature
2.
go back to reference Kozhimannil KB, Hung P, Prasad S, Casey M, McClellan M, Moscovice IS. Birth volume and the quality of obstetric care in rural hospitals. J Rural Health. 2014;30(4):335–43.CrossRefPubMed Kozhimannil KB, Hung P, Prasad S, Casey M, McClellan M, Moscovice IS. Birth volume and the quality of obstetric care in rural hospitals. J Rural Health. 2014;30(4):335–43.CrossRefPubMed
3.
go back to reference Trambacz J. Grundlagen und Lehrbegriffe der Gesundheitsökonomie. Lehrbegriffe und Grundlagen der Gesundheitsökonomie. Heidelberg: Springer; 2016.CrossRef Trambacz J. Grundlagen und Lehrbegriffe der Gesundheitsökonomie. Lehrbegriffe und Grundlagen der Gesundheitsökonomie. Heidelberg: Springer; 2016.CrossRef
4.
go back to reference Fleßa S, Gieseler V. Die Rolle der Krankenhäuser im ländlichen Raum. In: Herbst M, Dünkel F, Stahl B, editors. Daseinsvorsorge und Gemeinwesen im ländlichen Raum. Wiesbaden: Springer; 2016. p. 43–60.CrossRef Fleßa S, Gieseler V. Die Rolle der Krankenhäuser im ländlichen Raum. In: Herbst M, Dünkel F, Stahl B, editors. Daseinsvorsorge und Gemeinwesen im ländlichen Raum. Wiesbaden: Springer; 2016. p. 43–60.CrossRef
5.
go back to reference Fleßa S, Ehmke B, Herrmann R. Optimierung des Leistungsprogramms eines Akutkrankenhauses : neue Herausforderungen durch ein fallpauschaliertes Vergütungssystem. BFuP. 2006;58:585–99. Fleßa S, Ehmke B, Herrmann R. Optimierung des Leistungsprogramms eines Akutkrankenhauses : neue Herausforderungen durch ein fallpauschaliertes Vergütungssystem. BFuP. 2006;58:585–99.
6.
go back to reference Meyer M, Harfner A. Spezialisierung und Kooperation als Strukturoptionen für deutsche Krankenhäuser im Lichte computergestützter Modellrechnungen. Wiesbaden: Springer; 1999.CrossRef Meyer M, Harfner A. Spezialisierung und Kooperation als Strukturoptionen für deutsche Krankenhäuser im Lichte computergestützter Modellrechnungen. Wiesbaden: Springer; 1999.CrossRef
7.
go back to reference Muennig P, Bounthavong M. Cost-effectiveness analysis in health: a practical approach. New York: John Wiley & Sons; 2016. Muennig P, Bounthavong M. Cost-effectiveness analysis in health: a practical approach. New York: John Wiley & Sons; 2016.
8.
9.
go back to reference Dantzig G. Linear programming and extensions. Princeton: Princeton University Press; 2016. Dantzig G. Linear programming and extensions. Princeton: Princeton University Press; 2016.
10.
go back to reference Gurfield RM, Clayton SC. Analytical hospital planning: a pilot study of resource allocation using mathematical programming in a cardiac unit. Santa Monica FM-5893-RC: RAND Memorandum; 1969. Gurfield RM, Clayton SC. Analytical hospital planning: a pilot study of resource allocation using mathematical programming in a cardiac unit. Santa Monica FM-5893-RC: RAND Memorandum; 1969.
11.
go back to reference Shuman LJ, Young JP, Naddor E. Manpower mix for health services – a prescriptive regional planning model. HSR. 1971;2:103–19. Shuman LJ, Young JP, Naddor E. Manpower mix for health services – a prescriptive regional planning model. HSR. 1971;2:103–19.
12.
go back to reference Shuman LJ, Wolfe H, Spears RD. The role of operations research in regional health planning. In: Kwak N, Schmitz HH, Schniederjans MJ, editors. Operations Research – Application in health Care planning:5. New York, London: Lanham; 1984. Shuman LJ, Wolfe H, Spears RD. The role of operations research in regional health planning. In: Kwak N, Schmitz HH, Schniederjans MJ, editors. Operations Research – Application in health Care planning:5. New York, London: Lanham; 1984.
13.
go back to reference Dowling WL. Hospital production – a linear programming model. Toronto/London: Lexington; 1976. Dowling WL. Hospital production – a linear programming model. Toronto/London: Lexington; 1976.
14.
go back to reference Meyer M. Das optimale Fallklassen-Programm eines Krankenhauses. Führen und Wirtschaften im Krankenhaus. 1996;13(1):14–8. Meyer M. Das optimale Fallklassen-Programm eines Krankenhauses. Führen und Wirtschaften im Krankenhaus. 1996;13(1):14–8.
15.
go back to reference Vogl M. Hospital financing: calculating inpatient capital costs in Germany with a comparative view on operating costs and the English costing scheme. Health Policy. 2014;115(2-3):141-51.CrossRefPubMed Vogl M. Hospital financing: calculating inpatient capital costs in Germany with a comparative view on operating costs and the English costing scheme. Health Policy. 2014;115(2-3):141-51.CrossRefPubMed
17.
go back to reference Ellis R, McGuire T. Hospital response to prospective payment: horal Hazard, selection and practice style effects. J Health Econ. 1996;15:257–77.CrossRefPubMed Ellis R, McGuire T. Hospital response to prospective payment: horal Hazard, selection and practice style effects. J Health Econ. 1996;15:257–77.CrossRefPubMed
18.
go back to reference Newhouse JP. Reimbursing health plans and health providers: selection vs. efficiency in production. J Econ Lit. 1996;34:1236–63. Newhouse JP. Reimbursing health plans and health providers: selection vs. efficiency in production. J Econ Lit. 1996;34:1236–63.
19.
go back to reference Meinfeld H. Personalbedarfsermittlung von Hebammen in Kliniken. Hebammenforum; 2011. p. 5. Meinfeld H. Personalbedarfsermittlung von Hebammen in Kliniken. Hebammenforum; 2011. p. 5.
21.
go back to reference Berwick DM, Nolan TW, Whittington J. The triple aim: care, health, and cost. Health Aff. 2008;27(3):759–69.CrossRef Berwick DM, Nolan TW, Whittington J. The triple aim: care, health, and cost. Health Aff. 2008;27(3):759–69.CrossRef
22.
go back to reference World Health Organization (WHO). Alma-Ata 1978: primary health care. Report on the International Conference on Primary Health Care, 6–12. Genf: World Health Organization (WHO); 1978. World Health Organization (WHO). Alma-Ata 1978: primary health care. Report on the International Conference on Primary Health Care, 6–12. Genf: World Health Organization (WHO); 1978.
23.
go back to reference Bankowski Z, Bryant JH, Gallagher J. Ethics, equity and health for all. Geneva: Publisher, CIOMS, WHO; 1997. Bankowski Z, Bryant JH, Gallagher J. Ethics, equity and health for all. Geneva: Publisher, CIOMS, WHO; 1997.
24.
go back to reference Lindholm L, Rosen M, Emmelin M. An epidemiological approach towards measuring the trade-off between equity and efficiency in health policy. Health Policy. 1996;35:205–16.CrossRefPubMed Lindholm L, Rosen M, Emmelin M. An epidemiological approach towards measuring the trade-off between equity and efficiency in health policy. Health Policy. 1996;35:205–16.CrossRefPubMed
25.
go back to reference Fleßa S. Gesundheitsreformen in Entwicklungsländern. Frankfurt am Main: Lembeck; 2003. Fleßa S. Gesundheitsreformen in Entwicklungsländern. Frankfurt am Main: Lembeck; 2003.
26.
go back to reference Okun AM. Equality and efficiency - the big trade-off. Washington DC: The Brookings Institution; 1975. Okun AM. Equality and efficiency - the big trade-off. Washington DC: The Brookings Institution; 1975.
27.
28.
go back to reference Fareed N. Size matters: a meta-analysis on the impact of hospital size on patient mortality. Int J Evid Based Healthc. 2012;10(2):103–11.CrossRefPubMed Fareed N. Size matters: a meta-analysis on the impact of hospital size on patient mortality. Int J Evid Based Healthc. 2012;10(2):103–11.CrossRefPubMed
29.
go back to reference Staat M. Efficiency of hospitals in Germany: a DEA-bootstrap approach. Appl Econ. 2006;38(19):2255–63.CrossRef Staat M. Efficiency of hospitals in Germany: a DEA-bootstrap approach. Appl Econ. 2006;38(19):2255–63.CrossRef
30.
go back to reference Kuntz L, Scholtes S. Wirtschaftlichkeitsanalyse mittels Data Envelopment Analysis zum Krankenhausbetriebsvergleich. In: Krankenhausmanagement. Wiesbaden: Gabler Verlag; 1999. p. 187–206.CrossRef Kuntz L, Scholtes S. Wirtschaftlichkeitsanalyse mittels Data Envelopment Analysis zum Krankenhausbetriebsvergleich. In: Krankenhausmanagement. Wiesbaden: Gabler Verlag; 1999. p. 187–206.CrossRef
31.
go back to reference Schang L, Kopetsch T, Sundmacher L. Travel times of patients to ambulatory care physicians in Germany. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2017;60(12):1383–92.CrossRefPubMed Schang L, Kopetsch T, Sundmacher L. Travel times of patients to ambulatory care physicians in Germany. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2017;60(12):1383–92.CrossRefPubMed
32.
go back to reference Stentzel U, Bahr J, Fredrich D, Piegsa J, Hoffmann W, van den Berg N. Is there an association between spatial accessibility of outpatient care and utilization? Analysis of gynecological and general care. BMC Health Serv Res. 2018;18(1):322.CrossRefPubMedPubMedCentral Stentzel U, Bahr J, Fredrich D, Piegsa J, Hoffmann W, van den Berg N. Is there an association between spatial accessibility of outpatient care and utilization? Analysis of gynecological and general care. BMC Health Serv Res. 2018;18(1):322.CrossRefPubMedPubMedCentral
33.
go back to reference Voigtländer S, Deiters T. Minimum standards for the spatial accessibility of primary care: a systematic review. Gesundheitswesen. 2015;77(12):949–57.CrossRefPubMed Voigtländer S, Deiters T. Minimum standards for the spatial accessibility of primary care: a systematic review. Gesundheitswesen. 2015;77(12):949–57.CrossRefPubMed
34.
go back to reference Jun GT, Morris Z, Eldabi T, Harper P, Naseer A, Patel B, Clarkson JP. Development of modelling method selection tool for health services management: from problem structuring methods to modelling and simulation methods. BMC Health Serv Res. 2011;11:108.CrossRefPubMedPubMedCentral Jun GT, Morris Z, Eldabi T, Harper P, Naseer A, Patel B, Clarkson JP. Development of modelling method selection tool for health services management: from problem structuring methods to modelling and simulation methods. BMC Health Serv Res. 2011;11:108.CrossRefPubMedPubMedCentral
35.
go back to reference Pitt M, Monks T, Crowe S, Vasilakis C. Systems modelling and simulation in health service design, delivery and decision making. BMJ Qual Saf. 2016;25(1):38–45.CrossRefPubMed Pitt M, Monks T, Crowe S, Vasilakis C. Systems modelling and simulation in health service design, delivery and decision making. BMJ Qual Saf. 2016;25(1):38–45.CrossRefPubMed
38.
go back to reference Hung P, Kozhimannil KB, Casey MM, Moscovice IS. Why are obstetric units in rural hospitals closing their doors? HSR. 2016;51(4):1546–60.PubMed Hung P, Kozhimannil KB, Casey MM, Moscovice IS. Why are obstetric units in rural hospitals closing their doors? HSR. 2016;51(4):1546–60.PubMed
39.
go back to reference van den Berg N, Schmidt S, Stentzel U, Mühlan H, Hoffmann W. The integration of telemedicine concepts in the regional care of rural areas: possibilities, limitations, perspectives. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2015;58(4):367–73.CrossRefPubMed van den Berg N, Schmidt S, Stentzel U, Mühlan H, Hoffmann W. The integration of telemedicine concepts in the regional care of rural areas: possibilities, limitations, perspectives. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2015;58(4):367–73.CrossRefPubMed
40.
go back to reference Fleßa S, et al. Der Telenotarzt als Innovation des Rettungswesens im ländlichen Raum–eine gesundheitsökonomische Analyse für den Kreis Vorpommern-Greifswald. Die Unternehmung. 2016;70(3):248–62.CrossRef Fleßa S, et al. Der Telenotarzt als Innovation des Rettungswesens im ländlichen Raum–eine gesundheitsökonomische Analyse für den Kreis Vorpommern-Greifswald. Die Unternehmung. 2016;70(3):248–62.CrossRef
Metadata
Title
Economic efficiency versus accessibility: Planning of the hospital landscape in rural regions using a linear model on the example of paediatric and obstetric wards in the northeast of Germany
Authors
Neeltje van den Berg
Franziska Radicke
Ulrike Stentzel
Wolfgang Hoffmann
Steffen Flessa
Publication date
01-12-2019
Publisher
BioMed Central
Keyword
Care
Published in
BMC Health Services Research / Issue 1/2019
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-019-4016-2

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