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      Technical Efficiency of Maternal Health Services Provision in Public Hospitals of Northwest Ethiopia: A Two-Stage Data Envelopment Analysis

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          Abstract

          Introduction

          Ethiopian health expenditure as a share of total government expenditure increased from 7.6% in 2013/14 to 8.1% in 2016/17. But it remained low even for the low-income country average expected share of 8.7%. It signifies the efficient use of scarce resources in the health sector is still critical to achieving sustainable development goals. But little evidence is available about public hospitals’ technical efficiency in providing maternal health services. Therefore, the aim of this study was to assess the technical efficiency of maternal health services provision of public hospitals in Northwest Ethiopia.

          Methods

          Facility-based cross-sectional study was conducted among twelve randomly selected public hospitals. Input data (salary expenditure, non-salary expenditure, and the number of beds) and maternal health services output data (antenatal care, skilled delivery, and postnatal care) for a 2011 Ethiopian fiscal year (July 2018 to June 2019) were collected and entered into Epi-Data 3.1. We used both primary and secondary data collection procedures to determine independent variables and the dependent variable, respectively. We also used a two-stage input-oriented data envelopment analysis with variable returns to scale assumption.

          Results

          The study showed that hospitals included in this study wasted US$ 6833.50 for salary and US$ 3886.8 for non-salary expenditures. The study also revealed that the mean pure technical efficiency of public hospitals for maternal health service provision was 0.92±0.142, and their scale efficiency was 0.795±0.24. The hospital manager’s experience year, the educational level of the manager, and the hospital service year associated positively with the technical efficiency. However, the catchment population and distance of another health facility associated negatively with technical efficiency.

          Conclusion

          The public hospitals’ pure technical efficiency in the provision of maternal health services in Northwest Ethiopia was high. More than half of the public hospitals were technically efficient. The wasted amount of expenditures could be used for satisfying the unmet health services need of the population. Therefore, it is better to monitor the health facilities for the wise use of the existing resources for their best performance.

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          Most cited references42

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          Measuring the efficiency of decision making units

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            An application procedure for DEA

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              Technical efficiency and productivity of Chinese county hospitals: an exploratory study in Henan province, China

              Objectives Chinese county hospitals have been excessively enlarging their scale during the healthcare reform since 2009. The purpose of this paper is to examine the technical efficiency and productivity of county hospitals during the reform process, and to determine whether, and how, efficiency is affected by various factors. Setting and participants 114 sample county hospitals were selected from Henan province, China, from 2010 to 2012. Outcome measures Data envelopment analysis was employed to estimate the technical and scale efficiency of sample hospitals. The Malmquist index was used to calculate productivity changes over time. Tobit regression was used to regress against 4 environmental factors and 5 institutional factors that affected the technical efficiency. Results (1) 112 (98.2%), 112 (98.2%) and 104 (91.2%) of the 114 sample hospitals ran inefficiently in 2010, 2011 and 2012, with average technical efficiency of 0.697, 0.748 and 0.790, respectively. (2) On average, during 2010–2012, productivity of sample county hospitals increased by 7.8%, which was produced by the progress in technical efficiency changes and technological changes of 0.9% and 6.8%, respectively. (3) Tobit regression analysis indicated that government subsidy, hospital size with above 618 beds and average length of stay assumed a negative sign with technical efficiency; bed occupancy rate, ratio of beds to nurses and ratio of nurses to physicians assumed a positive sign with technical efficiency. Conclusions There was considerable space for technical efficiency improvement in Henan county hospitals. During 2010–2012, sample hospitals experienced productivity progress; however, the adverse change in pure technical efficiency should be emphasised. Moreover, according to the Tobit results, policy interventions that strictly supervise hospital bed scale, shorten the average length of stay and coordinate the proportion among physicians, nurses and beds, would benefit hospital efficiency.
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                Author and article information

                Journal
                Risk Manag Healthc Policy
                Risk Manag Healthc Policy
                rmhp
                rmhp
                Risk Management and Healthcare Policy
                Dove
                1179-1594
                24 December 2020
                2020
                : 13
                : 3135-3146
                Affiliations
                [1 ]Department of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar , Gondar, Ethiopia
                Author notes
                Correspondence: Getasew Amare Department of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar , PO Box – 196, Gondar, EthiopiaTel +251910151944 Email getasewa23@gmail.com
                Author information
                http://orcid.org/0000-0002-9206-9528
                http://orcid.org/0000-0003-2147-9754
                Article
                285045
                10.2147/RMHP.S285045
                7769139
                33380852
                8598cf28-bee5-4a78-a4f7-288d43eb4a7d
                © 2020 Amare et al.

                This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License ( http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms ( https://www.dovepress.com/terms.php).

                History
                : 06 October 2020
                : 10 December 2020
                Page count
                Figures: 1, Tables: 10, References: 45, Pages: 12
                Funding
                Funded by: no funding for this manuscript;
                There is no funding for this manuscript.
                Categories
                Original Research

                Social policy & Welfare
                technical efficiency,maternal health service,public hospitals,data envelopment analysis,tobit model,northwest ethiopia

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