Differences in IT Effectiveness among Firms: An Empirical Investigation

Authors: Crystal X. Jiang, Tess Han, George J. Titus, Matthew J. Liberatore

Abstract:

Information is a critical asset and an important source for gaining competitive advantage in firms. The effective maintenance of IT becomes an important task. In order to better understand the determinants of IT effectiveness, this study employs the Industrial Organization (I/O) and Resource Based View (RBV) theories and investigates the industry effect and several major firmspecific factors in relation to their impact on firms- IT effectiveness. The data consist of a panel data of ten-year observations of firms whose IT excellence had been recognized by the CIO Magazine. The non-profit organizations were deliberately excluded, as explained later. The results showed that the effectiveness of IT management varied significantly across industries. Industry also moderated the effects of firm demographic factors such as size and age on IT effectiveness. Surprisingly, R & D investment intensity had negative correlation to IT effectiveness. For managers and practitioners, this study offers some insights for evaluation criteria and expectation for IT project success. Finally, the empirical results indicate that the sustainability of IT effectiveness appears to be short in duration.

Keywords: Firm effect, industry effect, IT effectiveness, sustained IT effectiveness.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1061519

References:

[1] Hitt, M. A., Ireland, R. D. & Hoskisson, R. E. Strategic Management: Competitiveness and Globalization Concepts (5th edition), Thomson- South Western, Mason, OH, 2002.
[2] Earl, M. J. & Scott, I. A. "What is a Chief Knowledge Officer?" Sloan Management Review 40(2), 1999, 29-38.
[3] Karahanna, E., Straub, D. W. & Chervany, N. L. "Information Technology Adoption across Time: Across-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs," MIS Quarterly, 23(2), 1999, 183-213.
[4] Kohli, R. & Devaraj, S. "Measuring Information Technology Payoff: A Meta-Analysis of Structural Variables in Firm-Level Empirical Research," Information Systems Research, 14(2), 2003, 127-145.
[5] Osei-Bryson, K. & Ko, M. "Exploring the Relationship Between Information Technology Investments and Firm Performance Using Regression Splines Analysis," Information & Management, 42(1), 2004, 1-13.
[6] Wade, M. & Hulland, J. "The Resource-Based View and Information Systems Research: Review, Extension, and Suggestions for Future Studies," MIS Quarterly, 28(1), 2004, 107-142.
[7] Hawawini, G., Subramanian, V. & Verdin, P. "Is Performance Driven by Industry or Firm-Specific Factors? A New Look At the Evidence," Strategic Management Journal, 24(1), 2003, 1-16.
[8] Chen, M. & Hambrick, "Speed, Stealth, and Selective Attack: How Small Firms Differ from Large Firms in Competitive Behavior," Academy of Management Journal, 38(2), 1995, 453-482.
[9] Hendricks, K. B. & Singhal, V. R. "Firm Characteristics, Total Quality Management and Financial Performance," Journal of Operations Management, 19(3), 2001, 269-285.
[10] Kotabe, M., Srinivasan, S. S. & Aulakh, P. S. "Multinationality and Firm Performance: The Moderating Role of R&D and Marketing Capabilities," Journal of International Business Studies, 33(1), 2002, 79-97.
[11] Bhattacherjee, A. Hikmet, N., Menachemi, N., Kayhan, V. O., & Brooks, R. G. "The Differential Performance Effects of Healthcare Information Technology Adoption," Information Systems Management, 24(1), 2007, 5-14.
[12] Domes, M. E. & Jarmin, R. S. & Klimek, S. D. "Information Technology Investment and Firm Performance in US Retail Trade," Economics of Innovation & New Technology, 13(7), 2004, 595-613.
[13] Quan, J., Hu, Q. & Hart, P. J. "Information Technology Investment and Firms- Performance - A Duopoly Perspective," Journal of Management Information Systems, 20(3), 2003, 121-158.
[14] Barney, J. "Firm Resources and Sustained Competitive Advantages," Journal of Management, 17(1), 1991 99-120.
[15] Conner, K. R. "A Historical Comparison of Resource-Based Theory and Five Schools of Thought within Industrial Organization Economics: Do We Have a New Theory of the Firm?" Journal of Management, 17(1), 1991, 121-154
[16] Porter, M. E. "How Competitive Forces Shape Strategies," Harvard Business Review, 57(2), 1979, 137-145.
[17] Kagan, A., Lau, K. & Nusgart, K. R. "Information Systems Usage within Small Business Firms," Entrepreneurship Theory and Practice, 14(3), 1990, 25-38.
[18] Fisher, M. L. (1996). "What is the Right Supply Chain for your Product?" Harvard Business Review, 75, 1996, 105-116.
[19] Mahmood, M. A & Mann, G. J. "Information Technology Investments and Organizational Productivity and Performance: An Empirical Investigation," Journal of Organizational Computing & Electronic Commerce, 15(3), 2005, 185-202.
[20] Matteucci, N., O'Mahony, M., Robinson, C. & Zwick, T. "Productivity, workplace performance and ICT: Industry and Firm-Level Evidence for Europe and the US," Scottish Journal of Political Economy, 52(3), 2005, 359-386.
[21] Zhu, K. & Kraemer, K. L. "Post-Adoption Variations in Usage and Value of E-Business by Organizations," Information System Research, 16(1), 2005, 61-84.
[22] Wernerfelt, B. "A Resource-Based View of the Firm," Strategic Management Journal, 5(2), 1984, 171-180.
[23] Coombs, J. E. & Bierly, P. E. "Measuring Technological Capability and Performance," R&D Management, 36(4), 2006, 421-438.
[24] Cohen, W. & Levinthal, D. "Absorptive Capacity: A New Perspective on Learning and Innovation," Administrative Science Quarterly, 35, 1990, 128-152.
[25] Ravichandran, T. & Lertwongsatien, C. "Effects of Information Systems Resources and Capabilities on Firm Performance: A Resource-Based Perspective," Journal of Management Information Systems, 21(4), 2005, 237-276.
[26] Barua, A., Konana, P., Whinston, A. B. & Yin. F. "An Empirical Investigation of Net-Enabled Business Value," MIS Quarterly, 28(4), 2004, 585-620.
[27] Bruque-Camara, S., Vargas-Sanchez, A. & Hernandez-Ortiz, M. J. "Organizational Determinants of IT Adoptions in the Pharmaceutical Distribution Sector," European Journal of Information Systems, 13(2), 2004, 133-146.
[28] Zhu, K., Kraemer, K. L., Xu, S. & Dedrick, J. "Information Technology Payoff in E-Business Environment: An International Perspective on Value Creation of E-Business in the Financial Services Industry," Journal of Management Information Systems, 21(1), 2004, 17-54.
[29] Prescott, J. E., Kohli, A. K. & Venkataraman, N. "The Market Share- Profitability Relationship: An Empirical Assessment of Major Assertions and Contradictions," Strategic Management Journal, 7(4), 1986, 377- 394.
[30] Pil, F. K. & Hoiweg, M. "Exploring Scale: The Advantage of Thinking Small," The McKinsey Quarterly, 44(2), 2003, 33-39.
[31] Lee, J. "Discriminant Analysis of Technology Adoption Behavior: A Case of Internet Technologies in Small Businesses," Journal of Computer Information Systems, 44(4), 2004, 57-66.
[32] Harrison, D., Mykytyn, P. P. & Riemenschneider, C. K. "Executive Decisions about Adoption of Information Technology in Small Businesses: Theory and Empirical Tests," Information Systems Research, 8(2), 1997, 171-195.
[33] Lewis, L. F., Bajwa, D. & Pervan, G. "An Empirical Assessment of the Assimilation Patterns and the Benefits of Collaborative Information Technologies," Journal of Computer Information Systems, 44(4), 2004, 16-26.
[34] Tanriverdi, H. "Performance Effects of Information Technology Synergies in Multibusiness Firms," MIS Quarterly, 30(1), 2006, 57-77.
[35] Huergo, E. & Jaumandreu, J. "How Does Probability of Innovation Change with Firm Age?" Small Business Economics, 22(3/4), 2004, 193-207.
[36] BarNir, A., Gallaugher, J. M. & Auger, P. "Business Process Digitalization, Strategy, and the Impact of Firm Age and Size: The Case of the Magazine Publishing Industry," Journal of Business Venturing, 18(6), 2003, 789-814.
[37] Johansson, D. "Is Small Beautiful? The Case of the Swedish IT Industry," Entrepreneurship & Regional Development, 16(4), 2004, 271- 287.
[38] Nelson, R. R. "Why Do Firms Differ, and How Does It Matter?" Strategic Management Journal, Winter Special Issue, 1991, 61-74.
[39] Jensen, M. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, 76 (2), 1986, 323-330.
[40] Rumelt, R. P. "How Much Does Industry Matter?" Strategic Management Journal, 12(3), 1991, 167-185.
[41] McConnell, J. & Muscarella, C. "Corporate Capital Expenditure Decisions and the Market Value of the Firm," Journal of Financial Economics, 14 (3), 1985, 399-423.
[42] Yin, X. & Ehud, Z. "Economic Consequences of Limited Technology Transferability," Australian Economic Papers, 37 (1), 1998, 22-36.
[43] Eisenhardt, K. M. & Martin, J. A. "Dynamic Capabilities: What Are They?" Strategic Management Journal, 21(10/11), 2000, 1105-1121.
[44] Gupta, A. K. & Govindarajan, V. "Knowledge Management's Social Dimension: Lessons from Nucor Steel," MIT Sloan Management Review, 2000, 42(1), 71-80.