E-business capabilities and innovation performance: The mediating effect of knowledge management strategies

  • Jose Arias-Pérez Department of Administrative Sciences, Universidad de Antioquia, Medellín, Colombia
  • Esteban López-Zapata Department of Administrative Sciences, Universidad de Antioquia, Medellin, Colombia
  • Andrea Echeverri-Bedoya Department of Administrative Sciences, Universidad de Antioquia, Medellin, Colombia
Keywords: information technology, e-business, knowledge management, innovation management, emerging economies

Abstract



The aim of this paper is to analyze the mediating effect of the knowledge management strategies on the relationship between e-business capabilities and innovation performance. The research model was tested with a sample of 102 firms belonging to IT intensive sectors, located in an emerging country that is a regional leader in terms of e-business adoption. Structural equations by the consistent partial least squares method were used. The main result indicates that only the personalization strategy has a partial mediating effect. In conclusion, e-business capability alone is insufficient for achieving a superior innovation performance. This finding also helps consolidate the incipient study perspective that understands knowledge management not as an antecedent variable which becomes indispensable for e-business adoption, but as an organizational factor that intervenes a posteriori and which is focused on achieving an effective use of all the knowledge resulting from the digital operation of the business.

References

Afuah, A. (2003). Innovation management: strategies, implementation and profits. In Oxford University Press.

Alavi, M., & Leidner, D.E. (2001). Knowledge management and knowledge management systems: Conceptual foundations and research issues. MIS Quarterly, 25 (1), 107–136.

Alegre, J., Lapiedra, R., & Chiva, R. (2006). A measurement scale for product innovation performance. European Journal of Innovation Management, 9 (4), 333–346.

Ash, C.G., & Burn, J.M. (2003). A strategic framework for the management of ERP enabled e-business change. European Journal of Operational Research, 146 (2), 374–387.

Barua, A., Konana, P., Whinston, A.B., & Yin, F. (2004). An empirical investigation of net-enabled business value. MIS Quarterly, 28 (4), 585–620.

Bianchi, M., Croce, A., Dell’Era, C., Di Benedetto, C.A., & Frattini, F. (2016). Organizing for Inbound Open Innovation: How External Consultants and a Dedicated R&D Unit Influence Product Innovation Performance. Journal of Product Innovation Management, 33 (4), 492–510.

Bogers, M., Chesbrough, H., & Moedas, C. (2018). Open innovation: Research, practices, and policies. California Management Review, 60 (2), 5–16.

Braga, A., Marques, C.S., & Serrasqueiro, Z. (2018). Internationalisation strategy of knowledge-intensive business services. Journal of the Knowledge Economy, 9 (2), 359–377.

Buenechea-Elberdin, M., Sáenz, J., & Kianto, A. (2018). Knowledge management strategies, intellectual capital, and innovation performance: a comparison between high- and low-tech firms. Journal of Knowledge Management, 22 (8), 1757–1781.

Cegarra-Navarro, J.G., Jiménez, D.J., & Martínez-Conesa, E.Á. (2007). Implementing e-business through organizational learning: An empirical investigation in SMEs. International Journal of Information Management, 27 (3), 173–186.

Chae, H.-C., Koh, C.E., & Prybutok, V.R. (2014). Information Technology Capability and Firm Performance: Contradictory Findings and Their Possible Causes. MIS Quaterly, 38 (1), 305–326.

Chen, C.-J., & Huang, J.-W. (2009). Strategic human resource practices and innovation performance — The mediating role of knowledge management capacity. Journal of Business Research, 62 (1), 104–114.

Chen, Y., Wang, Y., Nevo, S., Benitez-Amado, J., & Kou, G. (2015). IT capabilities and product innovation performance: The roles of corporate entrepreneurship and competitive intensity. Information & Management, 52 (6), 643–657.

Chi, M., Zhao, J., Lu, Z., & Liu, Z. (2010). Analysis of E-business capabilities and performance: From e-SCM process view. 3rd International Conference on Computer Science and Information Technology, Chengdu, 1, 18–22.

Choi, B., & Lee, H. (2003). An empirical investigation of KM styles and their effect on corporate performance. Information & Management, 40 (5), 403–417.

Choi, B., Poon, S. K., & Davis, J.G. (2008). Effects of knowledge management strategy on organizational performance: A complementarity theory-based approach. Omega, 36 (2), 235–251.

Cohen, J. (1988). Statistical Power Analysis for the Behavioural Science (2nd Edition). In Statistical Power Anlysis for the Behavioural Science (2nd Edition). Lawrence Erlbaum Associates, USA.

Dalla Pozza, I., Goetz, O., & Sahut, J.M. (2018). Implementation effects in the relationship between CRM and its performance. Journal of Business Research, 89, 391–403.

DANE. (2016). Indicators of information and communication technology use in colombian companies. Retrieved from http://www.dane.gov.co/files/investigaciones/boletines/tic/bol_empresas_2014def.pdf.

Dijkstra, T.K., & Henseler, J. (2015). Consistent Partial Least Squares Path Modeling. MIS Quarterly, 39 (2), 297–316.

Duan, Y., & Zhang, J. (2010). The impact of different types of market orientation on product innovation performance: Evidence from Chinese manufacturers. Management Decision, 48 (6), 849–867.

Erwee, R., Skadiang, B., & Roxas, B. (2012). Knowledge management culture, strategy and process in Malaysian firms. Knowledge Management Research & Practice, 10 (1), 89–98.

Fahey, L., Srivastava, R., Sharon, J.S., & Smith, D.E. (2001). Linking e-business and operating processes: The role of knowledge management. IBM Systems Journal, 40 (4), 889–907.

Fornell, C., & Larcker, D.F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18 (1), 39–50.

Garcia-Muina, F.E., Pelechano-Barahona, E., & Navas-Lopez, J.E. (2007). Knowledge Codification and Technological Innovation Success: Empirical Evidence from Spanish Biotech Companies. PICMET '07 - 2007 Portland International Conference on Management of Engineering & Technology, Portland, OR, 1062-1071.

Grant, R.M. (1996). Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration. Organization Science, 7 (4), 375–387.

Gregory, G.D., Ngo, L.V., & Karavdic, M. (2017). Developing e-commerce marketing capabilities and efficiencies for enhanced performance in business-to-business export ventures. Industrial Marketing Management, 78, 146-157.

Hair Jr, J.F., Hult, G.T.M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). Los Angeles: Sage Publications.

Hansen, M.T., Nohria, N., & Tierney, T. (1999). What’s your strategy for managing knowledge? Harvard Business Review, 77 (2), 106–116.

Henseler, J., Ringle, C.M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43 (1), 115–135.

Henseler, J., Ringle, C.M., & Sinkovics, R.R. (2009). The use of partial least squares path modeling in international marketing. In R. R. Sinkovics & G. Pervez (Eds.), New Challenges to International Marketing, 20, 277–319.

Hofstede, G. (1983). National Cultures in Four Dimensions: A Research-Based Theory of Cultural Differences among Nations. International Studies of Management & Organization, 13 (1–2), 46–74.

Huber, G.P. (1991). Organizational Learning: The Contributing Processes and the Literatures. Organization Science, 2 (1), 88–115.

Imran, M.K., Rehman, C.A., Aslam, U., Bilal, A R., & Aslam, U. (2016). What’s organization knowledge management strategy for successful change implementation? Journal of Organizational Change Management, 29 (7), 1097–1117.

Jiang, X., & Li, Y. (2009). An empirical investigation of knowledge management and innovative performance: The case of alliances. Research Policy, 38 (2), 358–368.

Johnson, M.E., & Whang, S. (2002). E-business and supply chain management: an overview and framework. Production and Operations Management, 11 (4), 413–423.

Kazadi, K., Lievens, A., & Mahr, D. (2016). Stakeholder co-creation during the innovation process: Identifying capabilities for knowledge creation among multiple stakeholders. Journal of Business Research, 69 (2), 525–540.

Kleis, L., Chwelos, P., Ramirez, R.V., & Cockburn, I. (2012). Information Technology and Intangible Output: The Impact of IT Investment on Innovation Productivity. Information Systems Research, 23 (1), 42–59.

Koellinger, P. (2008). The relationship between technology, innovation, and firm performance—Empirical evidence from e-business in Europe. Research Policy, 37 (8), 1317–1328.

Kroh, J., Luetjen, H., Globocnik, D., & Schultz, C. (2018). Use and Efficacy of Information Technology in Innovation Processes: The Specific Role of Servitization. Journal of Product Innovation Management, 35 (5), 720–741.

Lai, Y.-L., Hsu, M.-S., Lin, F.-J., Chen, Y.-M., & Lin, Y.-H. (2014). The effects of industry cluster knowledge management on innovation performance. Journal of Business Research, 67 (5), 734–739.

Lee, H., & Choi, B. (2003). Knowledge management enablers, processes, and organizational performance: An integrative view and empirical examination. Journal of Management Information Systems, 20 (1), 179–228.

Lee, C., Lee, G., & Lin, H. (2007). The role of organizational capabilities in successful e-business implementation. Business Process Management Journal, 13 (5), 677–693.

Lee, G., & Lin, H. (2005). Impact of organizational learning and knowledge management factors on e-business adoption. Management Decision, 43 (2), 171–188.

Liao, Y. (2011). The effect of human resource management control systems on the relationship between knowledge management strategy and firm performance. International Journal of Manpower, 32 (5/6), 494–511.

Yee-Loong Chong, A., Ooi, K.-B., Bao, H., & Lin, B. (2014). Can e-business adoption be influenced by knowledge management? An empirical analysis of Malaysian SMEs. Journal of Knowledge Management, 18 (1), 121–136.

Lin, L.-M., & Hsia, T.-L. (2011). Core capabilities for practitioners in achieving e-business innovation. Computers in Human Behavior, 27(5), 1884–1891.

López-Nicolás, C., & Meroño-Cerdán, Á. (2011). Strategic knowledge management, innovation and performance. International Journal of Information Management, 31 (6), 502–509.

Mitrović, Z., Obradović, V., & Suknović, M. (2018). Knowledge management in the public sector: The case of Serbian local government. Serbian Journal of Management, 13 (2), 293–309.

Moodley, S. (2003). The challenge of e-business for the South African apparel sector. Technovation, 23 (7), 557–570.

Nonaka, I. (1994). A Dynamic Theory of Organizational Knowledge Creation. Organization Science, 5 (1), 14–37.

Nonaka, I., & von Krogh, G. (2009). Perspective—Tacit Knowledge and Knowledge Conversion: Controversy and Advancement in Organizational Knowledge Creation Theory. Organization Science, 20 (3), 635–652.

Parida, V., & Örtqvist, D. (2015). Interactive Effects of Network Capability, ICT Capability, and Financial Slack on Technology-Based Small Firm Innovation Performance. Journal of Small Business Management, 53 (S1), 278–298.

Pellegrini, L., & Martini, A. (2005). Barriers and levers towards knowledge management configurations: A case study-based approach. Journal of Manufacturing Technology Management, 16 (6), 670–681.

Polanyi, M. (1966). The Tacit Dimension. Anchor Books, Garden City, New York.

Popa, S., Soto-Acosta, P., & Perez-Gonzalez, D. (2018). An investigation of the effect of electronic business on financial performance of Spanish manufacturing SMEs. Technological Forecasting and Social Change, 136, 355–362.

Preacher, K.J., & Hayes, A.F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40 (3), 879–891.

Sok, P., & O’Cass, A. (2011). Achieving superior innovation-based performance outcomes in SMEs through innovation resource–capability complementarity. Industrial Marketing Management, 40 (8), 1285–1293.

Soto-Acosta, P., Popa, S., & Palacios-Marqués, D. (2016). E-business, organizational innovation and firm performance in manufacturing SMEs: an empirical study in Spain. Technological and Economic Development of Economy, 22 (6), 885–904.

Storey, C., & Kahn, K.B. (2010). The Role of Knowledge Management Strategies and Task Knowledge in Stimulating Service Innovation. Journal of Service Research, 13 (4), 397–410.

Sumbal, M.S., Tsui, E., & See-to, E.W.K. (2017). Interrelationship between big data and knowledge management: an exploratory study in the oil and gas sector. Journal of Knowledge Management, 21 (1), 180–196.

Terziovski, M., & Guerrero, J.-L. (2014). ISO 9000 quality system certification and its impact on product and process innovation performance. International Journal of Production Economics, 158 (C), 197–207.

Urbinati, A., Bogers, M., Chiesa, V., & Frattini, F. (2019). Creating and capturing value from Big Data: A multiple-case study analysis of provider companies. Technovation, 84–85, 21–36.

Van der Vorst, J.G.A.J., Van Dongen, S., Nouguier, S., & Hilhorst, R. (2002). E-business Initiatives in Food Supply Chains; Definition and Typology of Electronic Business Models. International Journal of Logistics Research and Applications, 5 (2), 119–138.

Venkitachalam, K., & Willmott, H. (2017). Strategic knowledge management—Insights and pitfalls. International Journal of Information Management, 37 (4), 313–316.

Veselovská, L., Kožarova, M., & Zavadsky, J. (2018). Relationship between information sharing and flexibility in management of enterprises in automotive industry: An empirical study. Serbian Journal of Management, 13 (2), 381–393.

West, J., & Bogers, M. (2014). Leveraging External Sources of Innovation: A Review of Research on Open Innovation. Journal of Product Innovation Management, 31 (4), 814–831.

World Economic Forum. (2016). The Global Information Technology Report 2016: Innovating in the Digital Economy. Retrieved from http://www3.weforum.org/docs/GITR2016/WEF_GITR_Full_Report.pdf

Zhao, J., Huang, W. V., & Zhu, Z. (2008). An Empirical Study of E-Business Implementation Process in China. IEEE Transactions on Engineering Management, 55 (1), 134–147.

Zhao, X., Lynch Jr, J.G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis. Journal of Consumer Research, 37(2), 197–206. Zhu, Z., Zhao, J., Tang, X., & Zhang, Y. (2015). Leveraging e-business process for business value: A layered structure perspective. Information & Management, 52(6), 679–691.

Published
2020/10/08
Section
Original Scientific Paper