메뉴 건너뛰기




Volumn 42, Issue 1, 2004, Pages 1-13

Exploring the relationship between information technology investments and firm performance using regression splines analysis

Author keywords

Data mining; IT investments; Multivariate adaptive regression splines (MARS); Productivity; Productivity paradox; Regression splines

Indexed keywords

DATA MINING; INVESTMENTS; MANAGERS; PRODUCTIVITY; REGRESSION ANALYSIS; RESOURCE ALLOCATION; SOCIETIES AND INSTITUTIONS;

EID: 4544346933     PISSN: 03787206     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.im.2003.09.002     Document Type: Article
Times cited : (82)

References (32)
  • 1
    • 9744285772 scopus 로고    scopus 로고
    • A resource-based perspective on information technology capability and firm performance: An empirical investigation
    • Bharadwaj A. A resource-based perspective on information technology capability and firm performance: an empirical investigation. MIS Quarterly. 24(1):2000;169-196.
    • (2000) MIS Quarterly , vol.24 , Issue.1 , pp. 169-196
    • Bharadwaj, A.1
  • 2
    • 0027883457 scopus 로고
    • The productivity paradox of information technology
    • Brynjolfsson E. The productivity paradox of information technology. Communications of the ACM. 36(12):1993;66-76.
    • (1993) Communications of the ACM , vol.36 , Issue.12 , pp. 66-76
    • Brynjolfsson, E.1
  • 3
    • 0346788758 scopus 로고    scopus 로고
    • Paradox lost? Firm-level evidence on the returns to information systems spending
    • Brynjolfsson E., Hitt L.M. Paradox lost? Firm-level evidence on the returns to information systems spending. Management Science. 42(4):1996;541-558.
    • (1996) Management Science , vol.42 , Issue.4 , pp. 541-558
    • Brynjolfsson, E.1    Hitt, L.M.2
  • 5
    • 0031363119 scopus 로고    scopus 로고
    • The substitution of information technology for other factors of production: A firm level analysis
    • Dewan S., Min C.K. The substitution of information technology for other factors of production: a firm level analysis. Management Science. 43(12):1997;1660-1675.
    • (1997) Management Science , vol.43 , Issue.12 , pp. 1660-1675
    • Dewan, S.1    Min, C.K.2
  • 6
    • 0003524833 scopus 로고
    • D.B. Owen, R.G. Cornell, A.M. Kshirsagar, W.J. Kennedy, E.G. Schilling (Eds.), Marcel Dekker, New York
    • R.L. Eubank, in: D.B. Owen, R.G. Cornell, A.M. Kshirsagar, W.J. Kennedy, E.G. Schilling (Eds.), Spline Smoothing and Nonparametric Regression, Marcel Dekker, New York, 1988.
    • (1988) Spline Smoothing and Nonparametric Regression
    • Eubank, R.L.1
  • 7
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • Friedman J.H. Multivariate adaptive regression splines (with discussion). The Annals of Statistics. 19(1):1991;1-141.
    • (1991) The Annals of Statistics , vol.19 , Issue.1 , pp. 1-141
    • Friedman, J.H.1
  • 8
    • 0346672640 scopus 로고    scopus 로고
    • Greenspan hails technology spending
    • Garretson R. Greenspan hails technology spending. InfoWorld. 21(21):1999;32.
    • (1999) InfoWorld , vol.21 , Issue.21 , pp. 32
    • Garretson, R.1
  • 11
    • 0000661160 scopus 로고    scopus 로고
    • Productivity, business profitability, and consumer surplus: Three different measures of information technology value
    • Hitt L.M., Brynjolfsson E. Productivity, business profitability, and consumer surplus: three different measures of information technology value. MIS Quarterly. 20(2):1996;121-142.
    • (1996) MIS Quarterly , vol.20 , Issue.2 , pp. 121-142
    • Hitt, L.M.1    Brynjolfsson, E.2
  • 13
    • 0032330339 scopus 로고    scopus 로고
    • IT-enhanced productivity and profitability
    • W.R. King, IT-enhanced productivity and profitability, Information Systems Management (1998) 64-66.
    • (1998) Information Systems Management , pp. 64-66
    • King, W.R.1
  • 14
    • 0000498367 scopus 로고
    • Investment in information systems and the financial performance of the firm
    • Kivijarvi H., Saarinen T. Investment in information systems and the financial performance of the firm. Information and Management. 28:1995;143-163.
    • (1995) Information and Management , vol.28 , pp. 143-163
    • Kivijarvi, H.1    Saarinen, T.2
  • 15
    • 0034435191 scopus 로고    scopus 로고
    • Information technology value through different normative lenses
    • Lee B., Menon N. Information technology value through different normative lenses. Journal of Management Information Systems. 16(4):2000;99-119.
    • (2000) Journal of Management Information Systems , vol.16 , Issue.4 , pp. 99-119
    • Lee, B.1    Menon, N.2
  • 16
    • 0035924005 scopus 로고    scopus 로고
    • Modeling the business value of information technology
    • Lee C. Modeling the business value of information technology. Information and Management. 39:2001;191-210.
    • (2001) Information and Management , vol.39 , pp. 191-210
    • Lee, C.1
  • 17
    • 0000367264 scopus 로고
    • The output contributions of computer equipment and personnel: A firm-level analysis
    • Lichtenberg F. The output contributions of computer equipment and personnel: a firm-level analysis. Journal of Economic Innovation and New Technologies. 3(4):1995;201-217.
    • (1995) Journal of Economic Innovation and New Technologies , vol.3 , Issue.4 , pp. 201-217
    • Lichtenberg, F.1
  • 18
    • 0002428916 scopus 로고
    • An assessment of the productivity impact of information technologies
    • T.J. Allen, M.S. Scott Morton (Eds.), Oxford University Press, Oxford
    • G.W. Loveman, An assessment of the productivity impact of information technologies, in: T.J. Allen, M.S. Scott Morton (Eds.), Information Technology and the Corporation of the 1990s: Research Studies, Oxford University Press, Oxford, 1994, pp. 84-110.
    • (1994) Information Technology and the Corporation of the 1990s: Research Studies , pp. 84-110
    • Loveman, G.W.1
  • 19
    • 1842766183 scopus 로고
    • Measuring the organizational impact of information technology investment: An exploratory study
    • Mahmood M., Mann G.J. Measuring the organizational impact of information technology investment: an exploratory study. Journal of Management Information Systems. 10(1):1993;97-122.
    • (1993) Journal of Management Information Systems , vol.10 , Issue.1 , pp. 97-122
    • Mahmood, M.1    Mann, G.J.2
  • 20
    • 4544343236 scopus 로고    scopus 로고
    • Its official: IT adds up
    • M.K. McGee, Its official: IT adds up, InformationWeek (2000) 42.
    • (2000) InformationWeek , pp. 42
    • McGee, M.K.1
  • 23
    • 0004054215 scopus 로고    scopus 로고
    • San Diego, CA
    • Salford Systems, MARS User Guide, San Diego, CA, 1999.
    • (1999) MARS User Guide
  • 25
    • 0036497748 scopus 로고    scopus 로고
    • Technical efficiency analysis of information technology investments: A two-stage empirical investigation
    • Shao B., Lin W. Technical efficiency analysis of information technology investments: a two-stage empirical investigation. Information and Management. 39:2002;391-401.
    • (2002) Information and Management , vol.39 , pp. 391-401
    • Shao, B.1    Lin, W.2
  • 26
    • 0034358569 scopus 로고    scopus 로고
    • Examining the determinants of productive efficiency with IT as a production factor
    • Shao B., Lin W. Examining the determinants of productive efficiency with IT as a production factor. Journal of Computer Information Systems. 41(1):2000;25-30.
    • (2000) Journal of Computer Information Systems , vol.41 , Issue.1 , pp. 25-30
    • Shao, B.1    Lin, W.2
  • 27
    • 0035370551 scopus 로고    scopus 로고
    • Measuring the value of information technology in technical efficiency with stochastic production frontiers
    • Shao B., Lin W. Measuring the value of information technology in technical efficiency with stochastic production frontiers. Information and Software Technology. 43:2001;447-456.
    • (2001) Information and Software Technology , vol.43 , pp. 447-456
    • Shao, B.1    Lin, W.2
  • 28
    • 0038806306 scopus 로고    scopus 로고
    • Will the new economy emerge as information technology pays off?
    • Shu W. Will the new economy emerge as information technology pays off? Journal of Association for Information Systems. 2(1):2001;1-23.
    • (2001) Journal of Association for Information Systems , vol.2 , Issue.1 , pp. 1-23
    • Shu, W.1
  • 29
  • 30
    • 0034434780 scopus 로고    scopus 로고
    • A framework for assessing the relationship between information technology investments and firm performance
    • Sircar S., Turnbow J.L., Bordoloi B. A framework for assessing the relationship between information technology investments and firm performance. Journal of Management Information Systems. 16(4):2000;69-97.
    • (2000) Journal of Management Information Systems , vol.16 , Issue.4 , pp. 69-97
    • Sircar, S.1    Turnbow, J.L.2    Bordoloi, B.3
  • 31
    • 0000715759 scopus 로고    scopus 로고
    • Does successful investment in information technology solve the productivity paradox?
    • Stratopoulos T., Dehning B. Does successful investment in information technology solve the productivity paradox? Information and Management. 38:2000;103-117.
    • (2000) Information and Management , vol.38 , pp. 103-117
    • Stratopoulos, T.1    Dehning, B.2
  • 32
    • 73549107428 scopus 로고
    • The relationship between investment in information technology and firm performance: A study of the valve manufacturing sector
    • Weill P. The relationship between investment in information technology and firm performance: a study of the valve manufacturing sector. Information Systems Research. 3(4):1992;307-333.
    • (1992) Information Systems Research , vol.3 , Issue.4 , pp. 307-333
    • Weill, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.