Abstract
Several studies have investigated the impact of investments in IT on productivity. In this chapter, we revisit this issue and reexamine the impact of investments in IT on hospital productivity using two data mining techniques, which allowed us to explore interactions between the input variables as well as conditional impacts. The results of our study indicated that the relationship between IT investment and productivity is very complex. We found that the impact of IT investment is not uniform and the rate of IT impact varies contingent on the amounts invested in the IT Stock, Non-IT Labor, Non-IT Capital, and possibly time.
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References
Autor D, Katz L, Krueger A (1998) Computing inequality: have computers changed the labor market? Q J Econ 113(4):1169–1213
Barua A, Sophie Lee CH, Whinston AB (1996) The calculus of reengineering. Inf Syst Res 7(4):409–428
Bergeron F, Raymond L, Rivard S (2001) Fit in strategic information technology management research: an empirical comparison of perspectives. Omega 29:125–142
Brynjolfsson E, Hitt LM (1996) Paradox lost? Firm-level evidence on the returns to information systems spending. Manage Sci 42(4):541–558
Deichmann J, Eshghi A, Jaigjtpm D, Sayek S, Teebagy N (2002) Application of multiple adaptive regression splines (MARS) in direct response modeling. J Interact Mark Autumn, 15–27
Dewan S, Min CK (1997) The substitution of information technology for other factors of production: a firm level analysis. Manage Sci 43(12):1660–1675
Groff ER, Wartell J, McEwen JT (2001) An exploratory analysis of homicides in Washington, DC. In: The 2001 American society of criminology conference
Hitt LM, Brynjolfsson E (1996) Productivity, business profitability, and consumer surplus: three different measures of information technology value. MIS Q 20(2):121–142
Kudyba S, Diwan R (2002) Research report: increasing returns to information technology. Inf Syst Res 13(1):104–111
Lichtenberg FR (1995) The output contributions of computer equipment and personnel: a firm-level analysis. Econ Inf New Technol 3(4):201–217
Menon NM, Lee B (2000) Cost control and production performance enhancement by IT investment and regulation changes: evidence from the healthcare industry. Decis Support Syst 30(2):153–169
Menon NM, Lee B, Eldenburg L (2000) Productivity of information systems in the healthcare industry. Inf Syst Res 11:83–92
Mukopadhyay T, Lerch F, Mangal V (1997) Assessing the impact of information technology on labor productivity—a field study. Decis Support Syst 19:109–122
Selto FH, Renner CJ, Mark Young S (1995) Assessing the organizational fit of a just-in-time manufacturing system: testing selection, interaction and systems models of contingency theory. Acc Organ Soc 20(7–8):665–684
Shao B, Lin W (2001) Measuring the value of information technology in technical efficiency with stochastic production frontiers. Inf Softw Technol 43:447–456
Shin H (2006) The impact of information technology on the financial performance of diversified firms. Decis Support Syst 41:698–707
Acknowledgments
Material in the chapter previously has appeared in “Reexamining the Impact of Information Technology Investment on Productivity Using Regression Tree and Multivariate Adaptive Regression Splines,” in the Information Technology & Management (9:4, 285–299 (2008)).
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Ko, M., Osei-Bryson, KM. (2014). Reexamining the Impact of Information Technology Investments on Productivity Using Regression Tree- and MARS-Based Analyses. In: Osei-Bryson, KM., Ngwenyama, O. (eds) Advances in Research Methods for Information Systems Research. Integrated Series in Information Systems, vol 34. Springer, Boston, MA. https://doi.org/10.1007/978-1-4614-9463-8_9
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DOI: https://doi.org/10.1007/978-1-4614-9463-8_9
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