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Measuring Efficiency and Productivity Change of Multi-Specialty Private Sector Hospitals in India : A DEA Based Malmquist Productivity Index Approach


Affiliations
1 Doctoral Scholar, School of Management, Manipal Academy of Higher Education (MAHE), Manipal - 576 104, Karnataka, India
2 Professor, School of Management, Manipal Academy of Higher Education (MAHE), Manipal - 576 104, Karnataka, India

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This study analyzed the efficiency of 28 un-listed standalone multi-speciality private sector hospitals in India with panel data from 2012-2013 to 2014-2015 using Malmquist data envelopment analysis. The study used number of beds, number of physicians, and number of other medical staff as input variables. Number of inpatients, number of outpatients, and number of major surgeries were used as output variables. While output oriented CCR and BCC models were used to estimate the technical and scale efficiencies, Malmquist productivity index was used to evaluate productivity changes over years in terms of technical efficiency change and technological change. The values by which inefficient hospitals should increase their outputs and/or decrease their inputs were estimated hospital wise across 3 years. The estimations presented current levels of different efficiency parameters and facilitated the overall evaluation of individual hospitals based on the values and their increase/decrease. It was found that the hospitals achieved a moderate productivity growth of 6.3% during the period of the study. The results of the study also provided critical implications for hospital managers.

Keywords

Efficiency, Productivity, Private Sector Hospitals, Data Envelopment Analysis, Malmquist Productivity Index, India

C14, C23, C61, D22, L25, O33

Paper Submission Date : January 20, 2018 ; Paper sent back for Revision : March 4, 2018 ; Paper Acceptance Date : April 21, 2018.

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  • Measuring Efficiency and Productivity Change of Multi-Specialty Private Sector Hospitals in India : A DEA Based Malmquist Productivity Index Approach

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Authors

M. Prathibha Patel
Doctoral Scholar, School of Management, Manipal Academy of Higher Education (MAHE), Manipal - 576 104, Karnataka, India
V. K. Ranjith
Professor, School of Management, Manipal Academy of Higher Education (MAHE), Manipal - 576 104, Karnataka, India

Abstract


This study analyzed the efficiency of 28 un-listed standalone multi-speciality private sector hospitals in India with panel data from 2012-2013 to 2014-2015 using Malmquist data envelopment analysis. The study used number of beds, number of physicians, and number of other medical staff as input variables. Number of inpatients, number of outpatients, and number of major surgeries were used as output variables. While output oriented CCR and BCC models were used to estimate the technical and scale efficiencies, Malmquist productivity index was used to evaluate productivity changes over years in terms of technical efficiency change and technological change. The values by which inefficient hospitals should increase their outputs and/or decrease their inputs were estimated hospital wise across 3 years. The estimations presented current levels of different efficiency parameters and facilitated the overall evaluation of individual hospitals based on the values and their increase/decrease. It was found that the hospitals achieved a moderate productivity growth of 6.3% during the period of the study. The results of the study also provided critical implications for hospital managers.

Keywords


Efficiency, Productivity, Private Sector Hospitals, Data Envelopment Analysis, Malmquist Productivity Index, India

C14, C23, C61, D22, L25, O33

Paper Submission Date : January 20, 2018 ; Paper sent back for Revision : March 4, 2018 ; Paper Acceptance Date : April 21, 2018.




DOI: https://doi.org/10.17010/ijf%2F2018%2Fv12i5%2F123691