Elsevier

Social Science & Medicine

Volume 71, Issue 6, September 2010, Pages 1131-1140
Social Science & Medicine

Rural vs urban hospital performance in a ‘competitive’ public health service

https://doi.org/10.1016/j.socscimed.2010.05.043Get rights and content

Abstract

In some western countries, market-driven reforms to improve efficiency and quality have harmed the performance of some hospitals, occasionally leading to their closure, mostly in rural areas. This paper seeks to explore whether these reforms affect urban and rural hospitals differently in a European health service. Rural and urban hospital performance is compared taking into account their efficiency and perceived quality. The study is focused on the Andalusian Health Service (SAS) in Spain, which has implemented a freedom of hospital choice policy and a reimbursement system based on hospital performance. Data Envelopment Analysis, the Mann–Whitney U test and Multidimensional Scaling techniques are conducted for two years, 2003 and 2006. The results show that rural and urban hospitals perform similarly in the efficiency dimension, whereas rural hospitals perform significantly better than urban hospitals in the patient satisfaction dimension. When the two dimensions are considered jointly, some rural hospitals are found to be the best performers. As such, market-driven reforms do not necessary result in a difference in the performance of rural and urban hospitals.

Introduction

European public healthcare systems are implementing market-driven reforms to improve the efficiency and quality of the services they provide. These reforms include managerial decentralisation, the separation of purchasers and providers, the use of prospective payment systems, mostly performance-based, and the implementation of policies that allow patients to choose their hospital (Allen, 2009, Botten et al., 2004). The main objective of these measures is to introduce some kind of competition into healthcare systems. It is expected that patients will choose the hospitals with the best quality or, at least, will try to avoid ‘bad’ hospitals, and that ‘good’ hospitals will be rewarded with more resources.

However, the importance of healthcare services in welfare policies and their specific characteristics, such as the information asymmetries that exist between the different actors involved, make the implementation of ‘market mechanisms’ a controversial issue that does not always produce the desired effects in terms of efficiency and quality improvements (Propper et al., 2008, Woolhandler and Himmelstein, 2007). Braithwaite (1997) argues that a market runs the risk of failing to provide healthcare services equitably in publicly funded systems. The introduction of market-driven reforms has resulted in the closure of hospitals, especially in rural areas, in the US (Adams et al., 1996, GAO, 1990) Korea (see Noh et al., 2006), Canada (see James, 1999, Lepnurm and Lepnurm, 2001) and New Zealand (see Healy, 2002). However, in Western Europe, the restructuring of acute care has meant a reduction in the number of acute beds in hospitals (Kroneman & Siegers, 2004) but only rarely has it led to the closure of hospitals (Healy & McKee, 2002).

This paper carries out a comparative analysis of the performance of rural and urban hospitals belonging to the Servicio Andaluz de Salud (SAS), the Health Service in Andalusia, which has implemented key market-driven reforms. The introduction of market-driven mechanisms raises questions over the efficiency and financial viability of rural hospitals (Rosko & Mutter, 2010), and might be detrimental for hospitals in rural areas because it is argued that sometimes they are justified for social equity reasons rather than for economic reasons. The objective is to determine whether rural hospitals are performing worse than their urban counterparts in order to evaluate whether the provision of hospital services in rural areas is justified according to different performance criteria. In our analysis of hospital performance, we focus on efficiency in the use of the resources and on patient satisfaction. Clinical quality considerations are beyond the scope of this paper.

The paper is structured as follows. We briefly present the most significant market-driven reforms implemented in the healthcare sector, particularly in hospitals. We review the literature about the performance of rural and urban hospitals in the two hospital dimensions studied in this paper: hospital efficiency and perceived quality. We describe the main features of the SAS. We introduce the methodology used for the analyses and present the results. Finally, the paper closes with a discussion and conclusions section, including some policy recommendations.

Section snippets

Market-driven reforms in healthcare

All over Europe, there has been a tendency to applaud the decentralisation of health services in recent years (Allen, 2006). It is expected that public services will be more responsive and efficient if decision making is undertaken at lower levels. The introduction of hospital Foundation Trusts (FTs) in the English National Health Service (NHS) is the most important decentralisation initiative in Europe. FTs have freedom to spend their income, do not need to break even, can keep any surplus

Hospital efficiency and perceived quality

In recent years, there has been a growing interest in evaluating the efficiency of different healthcare organisations. Although efficiency can hardly be considered the final outcome of a healthcare organisation, improvements in this aspect can help in the achievement of other organisational objectives (Prior, 2006). In the healthcare sphere, the difficulties of measuring health outcomes makes the evaluation of efficiency a controversial topic so health outcomes are usually replaced by output

The Andalusian Health Service (SAS)

Andalusia, a region in the south of Spain, has a population of more than 8 million, greater than 11 of the 27 countries in the EU. The Andalusian Health Service, Servicio Andaluz de Salud (SAS), is the public entity in charge of managing the Spanish National Health System in this region and, in terms of population attended, is one of the biggest public health services in Europe. It has similar functions and competences to other European Health Services, such as the National Health Services of

Methodology

The analyses in this paper have been carried out in two stages. Firstly, as the SAS does not provide an efficiency measure, we apply the Data Envelopment Analysis (DEA) methodology to evaluate the relative efficiency of the SAS hospitals. Then, we carry out several statistical analyses to study differences in efficiency and perceived quality scores between rural and urban hospitals. The statistical analyses include univariate analyses – Mann–Whitney U test – to compare the performance of urban

Results

Descriptive figures, for 2003 and 2006, of the DEA results, the 4 perceived quality indicators and the results of the U test are shown in Table 3. For 2003, the efficiency analysis shows, on average, a better performance in rural hospitals than in urban hospitals for the four models defined, except for model 2, but the differences are only significant in model 3. The higher standard deviation of rural hospitals in the DEA models, except for model 4, indicates that they are performing less

Discussion and conclusions

Nowadays, public hospitals are required to be more efficient while providing a high quality of care. The main goal of market-driven reforms is to improve the performance of public healthcare systems by promoting competition between hospitals. This study has analysed the performance of rural and urban hospitals to evaluate whether, in a market-driven context, the provision of hospital services in rural areas is justified in economic and quality terms.

The analysis of the use of resources has

References (87)

  • R.P. Ellis et al.

    Hospital response to prospective payment: moral hazard, selection, and practice-style effects

    Journal of Health Economics

    (1996)
  • J.F. Etter et al.

    Quantitative and qualitative assessment of patient satisfaction in a managed care plan

    Evaluation and Program Planning

    (1997)
  • J. Garcia-Lacalle

    A bed too far

    Health Policy

    (2008)
  • A.M. James

    Closing rural hospitals in Saskatchewan: on the road to wellness?

    Social Science & Medicine

    (1999)
  • M. Jegers et al.

    A typology for provider payment systems in health care

    Health Policy

    (2002)
  • M. Kroneman et al.

    The effect of hospital bed reduction on the use of beds: a comparative study of 10 European countries

    Social Science & Medicine

    (2004)
  • R. Lepnurm et al.

    The closure of rural hospitals in Saskatchewan: method or madness?

    Social Science & Medicine

    (2001)
  • R.C. Lindrooth et al.

    The effect of urban hospitals closure on markets

    Journal Health Economics

    (2003)
  • M. Linna et al.

    Comparing hospital cost efficiency between Norway and Finland

    Health Policy

    (2006)
  • J.P. Newhouse

    Frontier estimation: how useful a tool for health economics?

    Journal of Health Economics

    (1994)
  • M. Noh et al.

    Determinants of hospital closure in South Korea: use of a hierarchical generalized linear model

    Social Science & Medicine

    (2006)
  • L. O’Neill et al.

    A cross-national comparison and taxonomy of DEA-based hospital efficiency studies

    Socio-Economic Planning Sciences

    (2008)
  • M. Oliveira et al.

    Modelling hospitals costs to produce evidences that promote equity and efficiency

    European Journal of Operational Research

    (2008)
  • K. Vitikainen et al.

    Estimation of hospital efficiency—do different definitions and casemix measures for hospital output affect the results?

    Health Policy

    (2009)
  • K. Vrangbæk et al.

    County level responses to the introduction of DRG rates for ‘extended choice’ hospital patients in Denmark

    Health Policy

    (2004)
  • I. Abasolo et al.

    Equidad en la utilización de servicios sanitarios públicos por Comunidades Autónomas en España: un análisis multinivel

    Hacienda Pública Española

    (2008)
  • E.K. Adams et al.

    Estimating the utilization impacts of hospital closures through hospital choice models: a comparison of disaggregate and aggregate models

    Socio-Economic Planning Science

    (1996)
  • P. Allen

    ‘Payment by results’ in the English NHS: the continuing challenges

    Public Money & Management

    (2009)
  • D. Amyx et al.

    Who really wants health-care choice?

    Journal of Management in Medicine

    (2000)
  • A. Ankjær-Jensen et al.

    Variable prospective financing in the Danish hospital sector and the development of a Danish case-mix system

    Health Care Management Science

    (2006)
  • J. Appleby et al.

    What is the real cost of more patient choice

    (2003)
  • R. Baggott

    A funny thing happened on the way to the forum? Reforming patient and public involvement in the NHS in England

    Public Administration

    (2005)
  • J. Braithwaite

    Competition, productivity and the culture of ‘more is good’ in the Australian Health Care Sector

    Australian Journal of Public Administration

    (1997)
  • J.Y. Chern et al.

    The impact of the prospective payment system on the technical efficiency of hospitals

    Journal of Medical Systems

    (2000)
  • W. Cooper et al.

    A response o the critiques of DEA by Dimitruk and Koshevoy, and Bol

    Journal of Productivity Analysis

    (2008)
  • W. Cooper et al.

    Data envelopment analysis: A comprehensive text with models, applications, references and DEA-solver software

    (2000)
  • A. Dmitruk et al.

    On the existence of a technical efficiency criterion

    Journal of Economy Theory

    (1991)
  • DoH

    “Choose & book” – Patient’s choice of hospital and booked appointment. Delivery framework for the implementation of choice and booking at the point of referral

    (August 2004)
  • A. Donabedian

    The quality of care: how can it be assessed?

    Journal of the American Medical Association

    (1988)
  • M. Draper et al.

    Feasibility of national benchmarking of patient satisfaction with Australian hospitals

    International Journal for Quality in Health Care

    (1996)
  • A. Emrouznejad

    Ali Emrouznejad’s DEA homepage

    (1995–2001)
  • E. Ferlie et al.

    The sustainability of the new public management in the UK

  • G.D. Ferrier et al.

    Do mergers improve hospital productivity?

    Journal of the Operational Research Society

    (2004)
  • Cited by (51)

    • Identifying and prioritizing resilient health system units to tackle the COVID-19 pandemic

      2023, Socio-Economic Planning Sciences
      Citation Excerpt :

      Criterion selection plays an important role in the success of research analysis. Most researchers have utilized the common criteria of “Total Recovered”, “Total Deaths”, “Total Cases”, “Day of Infection”, “Active Cases” and “Serious” in evaluating the performance of health system units [35–37]. The importance of “Population” criterion has been also emphasized in valid documents [38,39].

    • Changes in hospital efficiency and size: An integrated propensity score matching with data envelopment analysis

      2021, Socio-Economic Planning Sciences
      Citation Excerpt :

      Urban hospitals are large [94], whereas rural hospitals are mostly small and monopolistic [31]. Previous evidence shows that urban and rural hospitals exhibit a similar performance from an efficiency perspective [95]. Research shows that monopoly status allows the existence of persistent inefficiencies in the rural hospital market [31].

    • The association of hospital competition with inpatient costs of stroke: Evidence from China

      2019, Social Science and Medicine
      Citation Excerpt :

      In the competitive market, manufacturers improve technology and process in a relentless pursuit to lower costs (Porter and Teisberg, 2004). Some scholars believe competition would be the efficient way to address the health care challenges such as getting medical care is difficult and expensive (Garcia-Lacalle and Martin, 2010). The competition pressure can create incentives for hospitals, especially for public hospitals to improve their management and reorganize their infrastructure to provide better services (Xu et al., 2015).

    View all citing articles on Scopus

    This study has been carried out with the financial support of the Spanish National R&D Plan through the research project SEJ2007-62215-ECON-FEDER.

    View full text