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Determining the importance of Hospital Information System adoption factors using Fuzzy Analytic Network Process (ANP)

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  • Nilashi, Mehrbakhsh
  • Ahmadi, Hossein
  • Ahani, Ali
  • Ravangard, Ramin
  • Ibrahim, Othman bin

Abstract

The Hospital Information System (HIS) is a computer system aimed at providing a paperless environment that covers all aspects of the hospital's operation such as clinical, administrative, and financial systems. The aim of this study is to provide more insight within the context of Malaysia to understand the potential factors that importantly driving or inhibiting the decision of HIS adoption from non-adopters' perspective. This study mainly integrates the diffusion of innovation theory, technology-organization-environment framework, institutional theory along with human-organization-technology fit model that can be tailored in understanding of the HIS adoption by Malaysian public hospitals. In this regard, the initial model is designed by considering four main dimensions (Technology, Environment, Human, Organization) with seventeen variables based on reviewing of the existing extensive literature of information system in particular information technology adoption in line with prior HIS adoption studies. Accordingly, a Fuzzy Analytic Network Process (ANP), one of the Multi-Criteria Decision Making (MCDM) techniques, model is developed to determine the most important factors among the four categories for the HIS adoption in the context of Malaysian public hospitals. These factors are identified and compared by 20 hospital experts and decision makers, who are fully familiar of HIS technology with also professional management and decision-making experience in hospitals. Then fuzzy ANP is applied to compute the weights of incorporated factors in the HIS adoption. The results reveal that hospitals with compatibility, complexity, mimetic pressure and vendor support are more likely to adopt HIS. Hence, the decision to adopt HIS is mainly determined by technological and environmental context. The study and its findings have resulted in theoretical contributions and research implications where the integrated theoretical model serves as a tool for healthcare industry to gain insight into the process of HIS adoption.

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  • Nilashi, Mehrbakhsh & Ahmadi, Hossein & Ahani, Ali & Ravangard, Ramin & Ibrahim, Othman bin, 2016. "Determining the importance of Hospital Information System adoption factors using Fuzzy Analytic Network Process (ANP)," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 244-264.
    • Handle: RePEc:eee:tefoso:v:111:y:2016:i:c:p:244-264
    DOI: 10.1016/j.techfore.2016.07.008
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    as
    1. Huang, Shi-Ming & Ou, Chin-Shyh & Chen, Chyi-Miaw & Lin, Binshan, 2006. "An empirical study of relationship between IT investment and firm performance: A resource-based perspective," European Journal of Operational Research, Elsevier, vol. 173(3), pages 984-999, September.
    2. Robert W. Zmud, 1984. "An Examination of "Push-Pull" Theory Applied to Process Innovation in Knowledge Work," Management Science, INFORMS, vol. 30(6), pages 727-738, June.
    3. Kevin Zhu & Kenneth L. Kraemer, 2005. "Post-Adoption Variations in Usage and Value of E-Business by Organizations: Cross-Country Evidence from the Retail Industry," Information Systems Research, INFORMS, vol. 16(1), pages 61-84, March.
    4. Premkumar, G. & Roberts, Margaret, 1999. "Adoption of new information technologies in rural small businesses," Omega, Elsevier, vol. 27(4), pages 467-484, August.
    5. Chalermsak Lertwongsatien & Nitaya Wongpinunwatana, 2003. "E-Commerce Adoption in Thailand: An Empirical Study of Small and Medium Enterprises (SMEs)," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 6(3), pages 67-83, July.
    6. Tolga, Ethem & Demircan, Murat Levent & Kahraman, Cengiz, 2005. "Operating system selection using fuzzy replacement analysis and analytic hierarchy process," International Journal of Production Economics, Elsevier, vol. 97(1), pages 89-117, July.
    7. Behkami, Nima A. & U. Daim, Tugrul, 2012. "Research Forecasting for Health Information Technology (HIT), using technology intelligence," Technological Forecasting and Social Change, Elsevier, vol. 79(3), pages 498-508.
    8. 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.
    9. Kevin Zhu & Kenneth L. Kraemer & Sean Xu, 2006. "The Process of Innovation Assimilation by Firms in Different Countries: A Technology Diffusion Perspective on E-Business," Management Science, INFORMS, vol. 52(10), pages 1557-1576, October.
    10. Hill, Nancy Thorley, 2000. "Adoption of costing systems in US hospitals: An event history analysis 1980-1990," Journal of Accounting and Public Policy, Elsevier, vol. 19(1), pages 41-71.
    11. Gopalakrishnan, S. & Damanpour, F., 1997. "A review of innovation research in economics, sociology and technology management," Omega, Elsevier, vol. 25(1), pages 15-28, February.
    12. Kahraman, Cengiz & Ertay, Tijen & Buyukozkan, Gulcin, 2006. "A fuzzy optimization model for QFD planning process using analytic network approach," European Journal of Operational Research, Elsevier, vol. 171(2), pages 390-411, June.
    13. Wu, Ing-Long & Chen, Jian-Liang, 2014. "A stage-based diffusion of IT innovation and the BSC performance impact: A moderator of technology–organization–environment," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 76-90.
    14. Thong, J. Y. L. & Yap, C. S., 1995. "CEO characteristics, organizational characteristics and information technology adoption in small businesses," Omega, Elsevier, vol. 23(4), pages 429-442, August.
    15. Randolph B. Cooper & Robert W. Zmud, 1990. "Information Technology Implementation Research: A Technological Diffusion Approach," Management Science, INFORMS, vol. 36(2), pages 123-139, February.
    16. Frambach, Ruud T. & Schillewaert, Niels, 2002. "Organizational innovation adoption: a multi-level framework of determinants and opportunities for future research," Journal of Business Research, Elsevier, vol. 55(2), pages 163-176, February.
    17. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    18. Levin, Sharon G & Levin, Stanford L & Meisel, John B, 1987. "A Dynamic Analysis of the Adoption of a New Technology: The Case of Optical Scanners," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 12-17, February.
    19. Romeo, Anthony A, 1975. "Interindustry and Interfirm Differences in the Rate of Diffusion of an Innovation," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 311-319, August.
    Full references (including those not matched with items on IDEAS)

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