Measuring the value of information technology in technical efficiency with stochastic production frontiers

被引:72
作者
Shao, BBM
Lin, WT
机构
[1] Arizona State Univ, Coll Business, Sch Accountancy & Informat Management, Tempe, AZ 85287 USA
[2] SUNY Buffalo, Sch Management, Dept Management Syst & Sci, Buffalo, NY 14260 USA
关键词
information technology value; stochastic frontiers; technical efficiency;
D O I
10.1016/S0950-5849(01)00150-1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the vast amounts of resources being invested in information technology (IT), the issue of how to measure and manage the impact of IT on organizational performance has received increased attention. Based on the production theory in microeconomics, this paper investigates the relationship between IT investments and technical efficiency in the firm's production process. The application of stochastic production frontiers to a comprehensive firm-level panel data set provides us with empirical evidence that IT has a significantly positive effect on technical efficiency and, hence, contributes: to the productivity growth in organizations, claimed by some earlier studies with the same data set. The stochastic production frontiers considered include the popular Cobb-Douglas function and the more flexible translog function. Both specifications of production technology lead to the same conclusion. Managerial implications derived from the empirical results are also presented. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:447 / 456
页数:10
相关论文
共 46 条
  • [1] [Anonymous], INFORMATION ECOLOGY
  • [2] Banker R. D., 1990, Journal of Management Information Systems, V7, P29
  • [3] EVIDENCE ON ECONOMIES OF SCALE IN SOFTWARE-DEVELOPMENT
    BANKER, RD
    CHANG, H
    KEMERER, CF
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 1994, 36 (05) : 275 - 282
  • [4] AN EMPIRICAL-STUDY OF THE IMPACT OF USER INVOLVEMENT ON SYSTEM USAGE AND INFORMATION SATISFACTION
    BAROUDI, JJ
    OLSON, MH
    IVES, B
    [J]. COMMUNICATIONS OF THE ACM, 1986, 29 (03) : 232 - 238
  • [5] INFORMATION TECHNOLOGIES AND BUSINESS VALUE - AN ANALYTIC AND EMPIRICAL-INVESTIGATION
    BARUA, A
    KRIEBEL, CH
    MUKHOPADHYAY, T
    [J]. INFORMATION SYSTEMS RESEARCH, 1995, 6 (01) : 3 - 23
  • [6] Battese G.E., 1995, Empirical Economics, V20, P325, DOI [10.1007/BF01205442, DOI 10.1007/BF01205442]
  • [7] Bender D. H., 1986, Journal of Management Information Systems, V3, P22
  • [8] Software economics: status and prospects
    Boehm, B
    Sullivan, K
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 1999, 41 (14) : 937 - 946
  • [9] Paradox lost? Firm-level evidence on the returns to information systems spending
    Brynjolfsson, E
    Hitt, L
    [J]. MANAGEMENT SCIENCE, 1996, 42 (04) : 541 - 558
  • [10] *BUR EC AN, 1993, FIX REPR TANG WEALTH