Abstract
This study explores the role of knowledge management (KM) in mediating and moderating the relationship between information technology (IT) and firm performance based upon the data collected from 236 firms in China. Through a structural equation model and hierarchical regression analysis, we found that KM capability partially mediated the performance impact of IT resources. Furthermore, KM capability affected the strength of the IT-performance relationship. The theoretical contributions and managerial implications are discussed and limitations of the study are highlighted accordingly.
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Aiken, L. S., & West, S. C. 1991. Multiple regression: Testing and interpreting interactions. Newbury Park, CA: Sage.
Alavi, M., & Leidner, D. E. 2001. Review: Knowledge management and knowledge management systems: Conceptual foundations and research issues. MIS Quarterly, 25(1): 107–136.
Almashari, M., Zarri, M., & Alathari, A. 2002. An empirical study of the impact of knowledge management on organization performance. Journal of Computer Information Systems, 42(5): 74–82.
Bagozzi, R. P., & Yi, Y. 1988. On the evaluation of structural equation model. Journal of Academy of Marketing Science, 16(1): 1–19.
Barney, J. 1991. Firm resources and sustained competitive advantage. Journal of Management, 17(1): 99–120.
Baron, R. M., & Kenny, D. A. 1986. The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical consideration. Journal of Personality and Social Psychology, 51(6): 1173–1182.
Barua, A., Konana, P., Whinston, A., & Yin, F. 2004. An empirical investigation of net-enabled business value. MIS Quarterly, 28(4): 585–620.
Bentler, P. M. 1990. Comparative fit indexes in structural models. Psychological Bulletin, 107(2): 238–246.
Bentler, P. M., & Bonett, D. G. 1980. Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88(3): 588–606.
Bharadwaj, A. S. 2000. A resource-based perspective on information technology capability and firm performance: An empirical investigation. MIS Quarterly, 24(1): 169–196.
Browne, M. W., & Cudeck, R. 1992. Alternative ways of assessing model fit. Sociological Methods & Research, 21(2): 230–258.
Byrd, T. A., & Turner, D. E. 2000. Measuring the flexibility of information technology infrastructure: Exploratory analysis of a construct. Journal of Management Information Systems, 17(1): 167–208.
Byrne, B. M. 1989. A Primer of LISREL: Basic applications and programming for confirmatory factor analytic models. New York: Springer.
Carayannis, E. G. 1999. Fostering synergies between information technology and managerial and organizational cognition: The role of knowledge management. Technovation, 19: 219–231.
Choi, Y. S. 2000. An empirical study of factors affecting successful implementation of knowledge management. Doctoral Dissertation, University of Nebraska.
Choi, B., & Lee, H. 2003. An empirical investigation of KM styles and their effect on corporation performance. Information and Management, 40(5): 403–417.
Christensen, C. M., & Overdorf, M. 2000. Meeting the challenge of disruptive change. Harvard Business Review, 78(2): 67–75.
Clemons, E. 1986. Information systems for sustainable competitive advantage. Information and Management, 11: 131–136.
Clemons, E. K., & Row, M. C. 1991. Sustaining IT advantage: The role of structural differences. MIS Quaterly, 15(3): 275–292.
Cronbach, L. J. 1951. Coefficient alpha and the internal structure of tests. Psychometrika, 16: 297–334.
Crowston, K., & Myers, M. D. 2004. Information technology and the transformation of industries: three research perspectives. Journal of Strategic Management Information Systems, 13: 5–28.
Daft, R. L. 2001. Organization theory and design. New York: South-Western College Publishing.
Darroch, J. 2005. Knowledge management, innovation and firm performance. Journal of Knowledge Management, 9(3): 101–115.
Demeester, M. 1999. Cultural aspects of information technology implementation. International Journal of Medical Informatics, 56: 25–41.
Dess, G., & Robinson, R. 1984. Measuring organizational performance in the absence of objective measures: The case of the privately held firm and conglomerate business unit. Strategic Management Journal, 5(3): 265–273.
Devaraj, S., & Kohli, R. 2003. Performance impacts of information technology: Is actual usage the missing link? Management Science, 49(3): 273–289.
Doty, D. H., & Glick, W. H. 1998. Common methods bias: Does common methods variance really bias results? Organizational Research Methods, 1(4): 374–406.
Eisenhardt, K. M., & Santos, F. M. 2002. Knowledge-based view: A new theory of strategy? In Pettigrew, A., Howard, T. & Whittington, R. (Eds.). Handbook of strategy and management: 139–164. London: Sage.
Fornell, C., & Larcker, D. F. 1981. Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1): 39–50.
Grant, R. M. 1991. The resource-based theory of competitive advantage. California Management Review, 33(3): 114–135.
Hansen, G., & Wernefelt, B. 1989. Determinants of firm performance in relative importance of economic and organizational factors. Strategic Management Journal, 10(5): 399–411.
Harman, H. H. 1967. Modern factor analysis. Chicago: University Press.
Howells, J. 1996. Tacit knowledge, innovation and technology transfer. Technology Analysis and Strategic Management, 8(2): 91–105.
Jantunen, A. 2005. Knowledge processing capabilities and innovative performance: An empirical study. European Journal of Innovation Management, 8(3): 336–349.
Kelloway, K. 1998. LISREL for structural equation modeling: A researcher’s guide. Thousand Oaks: Sage.
Li, M., & Ye, R. L. 1999. Information technology and firm performance: Linking with environmental, strategic and managerial contexts. Information & Management, 35: 43–51.
Makadok, R. 2001. Toward a synthesis of the resource-based and dynamic-capability views of rent creation. Strategic Management Journal, 22(5): 387–401.
Markus, M. L. 2001. Toward a theory of knowledge reuse: Types of knowledge reuse situations and factors in reuse success. Journal of Management Information Systems, 18(1): 57–93.
Martinsons, M. G., & Davidson, R. M. 2007. Strategic decision making and support systems: Comparing American, Japanese and Chinese management. Decision Support Systems, 43: 284–300.
Melville, N., Kraemer, K., & Gurbaxani, V. 2004. Information technology and organizational performance: An integrative model of IT business Value. MIS Quarterly, 28(2): 283–322.
Mohamed, M., Stankosky, M., & Murray, A. 2006. Knowledge management and information technology: Can they work in perfect harmony? Journal of Knowledge Management, 10(3): 103–116.
Montealegre, R. 1999. A temporal model of institutional interventions for information technology adoption in less-developed countries. Journal of Management Information Systems, 16(1): 207–232.
Nonaka, I., & Takeuchi, H. 1995. The knowledge-creating company. Oxford: Oxford University Press.
Nonaka, I., Toyama, R., & Nagata, A. 2000. A firm as a knowledge-creating entity: A new perspective on the theory of the firm. Industry and Corporate Change, 9: 1–20.
Palvia, P. C. 1997. Developing a model of the global and strategic impact of information technology. Information and Management, 32(5): 229–244.
Peng, M. W. 2002. Towards an institutional-based view of business strategy. Asia Pacific Journal of Management, 19: 251–267.
Podsakoff, P. M., & Organ, D. W. 1986. Self-reports in organizational research: Problems and prospects. Journal of Management, 12(4): 531–544.
Powell, T. C., & Dent-Micallef, A. D. 1997. Information technology as competitive advantage: The role of human, business, and technology resources. Strategic Management Journal, 18(5): 375–405.
Rivard, S., Raymond, L., & Verreault, D. 2006. Resource-based view and competitive strategy: An integrated model of the contribution of information technology to firm performance. Journal of Strategic Information Systems, 15: 29–50.
Sabherwal, R., & Sabherwal, S. 2005. Knowledge management using information technology: Determinants of short-term impact on firm value. Decision Sciences, 36(4): 531–567.
Sambamurthy, V., Bharadwaj, A., & Grover, V. 2003. Shaping agility through digital options: Reconceptualizing the role of information technology in contemporary firms. MIS Quarterly, 27(2): 237–263.
Sambamurthy, V., & Zmud, R. W. 1992. Managing IT for success: The empowering business partnership. Working Paper, Financial Executives Research Foundation.
Santhanam, R., & Hartono, E. 2003. Issues in linking information technology capability to firm performance. MIS Quarterly, 27(1): 125–153.
Sauer, P. L., & Dick, A. 1993. Using moderator variables in structural equation models. Advances in Consumer Research, 20: 637–640.
Serban, A. M., & Luan, J. 2001. Overview of KM. New Direction for Institutional Research, 113: 5–10.
Sher, P. J., & Lee, V. C. 2004. Information technology as a facilitator for enhancing dynamic capabilities through knowledge management. Information & Management, 41: 933–945.
Spiegler, I. 2000. Knowledge management: A new idea or a recycled concept. Communications of the AIS, 14(3): 1–24.
Spiegler, I. 2003. Technology and knowledge: Bridging a “generating” gap. Information and Management, 40: 533–539.
Tanriverdi, H. 2005. Information technology relatedness, knowledge management capability, and performance of multibusiness firms. MIS Quarterly, 29(2): 311–334.
Tanriverdi, H. 2006. Performance effects of information technology synergies in multi-business firms. MIS Quarterly, 30(1): 57–77.
Thong, J. Y. L., Yap, C. S., & Raman, K. S. 1996. Top management support, external expertise and information systems implementation in small businesses. Information Systems Research, 7(2): 248–267.
Tippins, M. J., & Sohi, R. S. 2003. IT competency and firm performance: Is organizational learning a missing link? Strategy Management Journal, 24: 745–761.
Tuomi, I. 1999. Data is more than knowledge: Implications of the reversed knowledge hierarchy for knowledge management and organizational memory. Journal of Management Information Systems, 16(3): 103–117.
Van de Ven, A. H. 2004. The context-specific nature of competence and corporate development. Asia Pacific Journal of Management, 21: 123–147.
Wade, M., & Hulland, J. 2004. Review: The resource-based view and information systems research: Review, extension, and suggestions for future research. MIS Quarterly, 28(1): 107–142.
Walsham, G. 2001. Knowledge management: The benefits and limitations of computer systems. European Management Journal, 19(6): 599–608.
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Appendix: Measurement items in questionnaire
Appendix: Measurement items in questionnaire
Respondents were asked to indicate the extent to which they agree or disagree with the following statements, using the seven-point Likert scale (with 7 = strongly agree, to 1 = strongly disagree): |
Information technology resources (ITR) |
IT infrastructure (ITINF) |
1. IT infrastructure assists in our organization’s technological innovation (Byrd & Turner, 2000). |
2. Compared to the competitors, the expenditure about IT investment in our organization is more (Byrd & Turner, 2000). |
3. The IT infrastructure in the organization would be difficult and expensive for rivals to duplicate (Byrd & Turner, 2000). |
4. The IT infrastructure in our organization can be upgraded and reusable (e.g. hardware, software; Byrd & Turner, 2000). |
5. Our organization equips a wide variety of types of information equipments (Byrd & Turner, 2000). |
IT human resources (ITHR) |
1. The personnel in our organization are well trained in the use of various information technology (Powell & Dent-Micallef, 1997). |
2. IT personnel in our organization are skilled in IT development, management and maintenance (Byrd & Turner, 2000). |
3. IT personnel are able to interpret business problems and develop appropriate technical solutions (Byrd & Turner, 2000). |
4. Our IT personnel have the ability to plan, organize, and lead projects (Byrd & Turner, 2000). |
IT strategy making (ITSM) |
1. The strategies of our IT group are well aligned with organization’s marketing policies and practices (Byrd & Turner, 2000). |
2. Our IT personnel understand our organization’s polices and plans (Byrd & Turner, 2000). |
3. Our top management is involved in and supports the IT system and applications (Byrd & Turner, 2000). |
4. The employees in our organization accept the application of new information technology (Powell & Dent-Micallef, 1997). |
5. The strategies of the IT group and our organization’s strategies are well aligned (Powell & Dent-Micallef, 1997). |
Knowledge management capability (KMC) |
1. In our organization, information flow is free (Daft, 2001). |
2. We frequently use cross-departmental teams to solve key problems (Powell & Dent-Micallef, 1997). |
3. When the personnel encountered the technical problems, they can seek help within organization (Byrd & Turner, 2000). |
4. When the personnel encountered the technical problems, they can seek help beyond organization (Byrd & Turner, 2000). |
5. In our organization, the customer information is managed well (e.g. with the help of IT; Byrd & Turner, 2000). |
6. The personnel in our organization can acquire needed knowledge (e.g. with the help of IT; Byrd & Turner, 2000). |
7. In our organization, sharing the information and resource among various departments is promoted (e.g. with the help of IT; Byrd & Turner, 2000). |
Firm performance (FPER) |
1. Over the past 3 years, our financial performance has been outstanding (Powell & Dent-Micallef, 1997). |
2. Over the past 3 years, our financial performance has exceeded our competitors (Powell & Dent-Micallef, 1997). |
3. Over the past 3 years, our sales growth has been outstanding (Powell & Dent-Micallef, 1997). |
4. Over the past 3 years, we have been more profitable than our competitors (Powell & Dent-Micallef, 1997). |
5. Over the past 3 years, our sales growth has exceeded our competitors (Powell & Dent-Micallef, 1997). |
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Lin, D., Liang, Q., Xu, Z. et al. Does knowledge management matter for information technology applications in China?. Asia Pac J Manage 25, 489–507 (2008). https://doi.org/10.1007/s10490-008-9087-2
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DOI: https://doi.org/10.1007/s10490-008-9087-2