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Technology acquisition and efficiency in Dubai hospitals

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  • Ancarani, Alessandro
  • Di Mauro, Carmela
  • Gitto, Simone
  • Mancuso, Paolo
  • Ayach, Ali

Abstract

The paper studies the impact of the acquisition of relevant medical technology and information technology on the efficiency of hospital wards in three public hospitals in Dubai. Efficiency scores are obtained through bootstrapped data envelopment analysis, and are then regressed on variables assessing the extent of technology acquisition using truncated regression. Results show that both the acquisition of medical technology and of information technology have a positive impact on the ward efficiency, but that the strength of this relation is moderated by several variables related to organizational and managerial factors. In particular, results point out that the relationship between efficiency and technology is positively moderated by the ability of the head of ward to manage internal conflicts, by the managerial goals, and by the tenure of the head of ward. A negative moderating impact is exerted by perceived constraints to managerial actions, such as conflicting priorities with the hospital general management.

Suggested Citation

  • Ancarani, Alessandro & Di Mauro, Carmela & Gitto, Simone & Mancuso, Paolo & Ayach, Ali, 2016. "Technology acquisition and efficiency in Dubai hospitals," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 475-485.
    • Handle: RePEc:eee:tefoso:v:113:y:2016:i:pb:p:475-485
    DOI: 10.1016/j.techfore.2016.07.010
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    as
    1. Daron Acemoglu & Amy Finkelstein, 2008. "Input and Technology Choices in Regulated Industries: Evidence from the Health Care Sector," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 837-880, October.
    2. Danny Miller, 1991. "Stale in the Saddle: CEO Tenure and the Match Between Organization and Environment," Management Science, INFORMS, vol. 37(1), pages 34-52, January.
    3. Daniel P. Kessler & Mark B. McClellan, 2000. "Is Hospital Competition Socially Wasteful?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 577-615.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Christopher O’Donnell & D. Rao & George Battese, 2008. "Metafrontier frameworks for the study of firm-level efficiencies and technology ratios," Empirical Economics, Springer, vol. 34(2), pages 231-255, March.
    6. Ancarani, A. & Di Mauro, C. & Giammanco, M.D., 2009. "The impact of managerial and organizational aspects on hospital wards' efficiency: Evidence from a case study," European Journal of Operational Research, Elsevier, vol. 194(1), pages 280-293, April.
    7. Chalkley, Martin & Malcomson, James M., 2000. "Government purchasing of health services," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 15, pages 847-890, Elsevier.
    8. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    9. Sarv Devaraj & Rajiv Kohli, 2003. "Performance Impacts of Information Technology: Is Actual Usage the Missing Link?," Management Science, INFORMS, vol. 49(3), pages 273-289, March.
    10. Bill Doolin, 2001. "DOCTORS AS MANAGERS - New Public Management in a New Zealand hospital," Public Management Review, Taylor & Francis Journals, vol. 3(2), pages 231-254, June.
    11. Ravi Aron & Shantanu Dutta & Ramkumar Janakiraman & Praveen A. Pathak, 2011. "The Impact of Automation of Systems on Medical Errors: Evidence from Field Research," Information Systems Research, INFORMS, vol. 22(3), pages 429-446, September.
    12. Paul L. Joskow, 1980. "The Effects of Competition and Regulation on Hospital Bed Supply and the Reservation Quality of the Hospital," Bell Journal of Economics, The RAND Corporation, vol. 11(2), pages 421-447, Autumn.
    13. Gabriel A. Picone & Frank A. Sloan & Shin-Yi Chou & Donald H. Taylor, 2003. "Does Higher Hospital Cost Imply Higher Quality of Care?," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 51-62, February.
    14. Musteen, Martina & Barker III, Vincent L. & Baeten, Virginia L., 2006. "CEO attributes associated with attitude toward change: The direct and moderating effects of CEO tenure," Journal of Business Research, Elsevier, vol. 59(5), pages 604-612, May.
    15. Natalia Zhivan & Mark Diana, 2012. "U.S. hospital efficiency and adoption of health information technology," Health Care Management Science, Springer, vol. 15(1), pages 37-47, March.
    16. Jeffrey E. Harris, 1977. "The Internal Organization of Hospitals: Some Economic Implications," Bell Journal of Economics, The RAND Corporation, vol. 8(2), pages 467-482, Autumn.
    17. Ritu Agarwal & Guodong (Gordon) Gao & Catherine DesRoches & Ashish K. Jha, 2010. "Research Commentary ---The Digital Transformation of Healthcare: Current Status and the Road Ahead," Information Systems Research, INFORMS, vol. 21(4), pages 796-809, December.
    18. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    19. Newhouse, Joseph P, 1970. "Toward a Theory of Nonprofit Institutions: An Economic Model of a Hospital," American Economic Review, American Economic Association, vol. 60(1), pages 64-74, March.
    20. Jos Blank & Vivian Valdmanis, 2010. "Environmental factors and productivity on Dutch hospitals: a semi-parametric approach," Health Care Management Science, Springer, vol. 13(1), pages 27-34, March.
    21. Dranove, David & Satterthwaite, Mark A., 2000. "The industrial organization of health care markets," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 20, pages 1093-1139, Elsevier.
    22. Ana Rodríguez‐Álvarez & C. A. Knox Lovell, 2004. "Excess capacity and expense preference behaviour in National Health Systems: an application to the Spanish public hospitals," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 157-169, February.
    23. Nirup M. Menon & Rajiv Kohli, 2013. "Blunting Damocles' Sword: A Longitudinal Model of Healthcare IT Impact on Malpractice Insurance Premium and Quality of Patient Care," Information Systems Research, INFORMS, vol. 24(4), pages 918-932, December.
    24. Kazley, Abby Swanson & Ozcan, Yasar A., 2009. "Electronic medical record use and efficiency: A DEA and windows analysis of hospitals," Socio-Economic Planning Sciences, Elsevier, vol. 43(3), pages 209-216, September.
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