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Examining the relationship between Intellectual Capital and Innovation Performance: The Role of IT-enabled Dynamic Capabilities

지적자본이 혁신성과에 미치는 영향: 정보기술 기반의 동적능력을 중심으로

  • 안경민 (동국대학교 테크노경영협동과정) ;
  • 이영찬 (동국대학교 경주캠퍼스 경영학부)
  • Received : 2019.10.24
  • Accepted : 2019.12.04
  • Published : 2019.12.31

Abstract

The purpose of this study is to investigate the role of IT-enabled dynamic capability in the relationship between intellectual capital and innovation performance under Industry 4.0. We approach the intellectual capital from the perspective of the resource-based view and define the components of intellectual capital as human capital, social capital, and organizational capital. On the other hand, the IT-based dynamic capability means that the information technology and the utilization ability of the enterprise are combined to overcome the turbulent environment. The empirical results showed that the IT-enabled dynamic capabilities mediated the relationship between intellectual capital and innovation performance as it revealed in theory. And in terms of practical implications, we found the importance of an organization's information technology ability to effectively utilize intangible resources for organizational performance.

References

  1. 김경재, 정범구 2008. "지적자본이 혁신행동에 미치는 영향에 관한 연구: 심리자본의 조절효과를 중심으로," 생산성논집(구 생산성연구) (22:1), pp. 25-47.
  2. 김지희, 이지환 2015. "기업의 내, 외부 지식원천이 혁신성과에 미치는 영향과 기업집단 효과," 지식경영연구 (16:1), pp. 171-191.
  3. 배병렬 2015. 조절효과 및 매개효과분석, 청람.
  4. 원동규, 이상필 2016. "인공지능과 제4차 산업혁명의 함의," ie 매거진 (23:2), pp. 13-22.
  5. 이상훈, 권상집 2015. "국내 중소기업의 기술융합 전략 및 성장 정책: IT & BT 융합기술 기반 네트워크 분석," 지식경영연구 (16:2), pp. 113-137.
  6. 허재준 2017. "4차 산업혁명이 일자리에 미치는 변화와 대응," 노동리뷰 , pp. 62-71.
  7. Abernathy, W. J., and Clark, K. B. 1985. "Innovation: Mapping the winds of creative destruction," Research policy (14:1),pp. 3-22. https://doi.org/10.1016/0048-7333(85)90021-6
  8. Alavi, M., and Leidner, D. E. 2001. "Knowledge management and knowledge management systems: Conceptual foundations and research issue sn," MIS quarterly (25:1), pp. 107-136. https://doi.org/10.2307/3250961
  9. Bamel, U. K., and Bamel, N. 2018. "Organizational resources, KM process capability and strategic flexibility: a dynamic resource-capability perspective," Journal of Knowledge Management (22:7), pp. 1555-1572. https://doi.org/10.1108/JKM-10-2017-0460
  10. Barney, J. 1991. "Firm resources and sustained competitive advantage," Journal of management (17:1), pp. 99-120.
  11. Bharadwaj, A. S. 2000. "A resource-based perspective on information technology capability and firm performance: an empirical investigation," MIS quarterly (24:1), pp. 169-196. https://doi.org/10.2307/3250983
  12. Bollen, L., Vergauwen, P., and Schnieders, S. 2005. "Linking intellectual capital and intellectual property to company performance," Management Decision (43:9), pp. 1161-1185. https://doi.org/10.1108/00251740510626254
  13. Bonner, J. M., and Walker Jr, O. C. 2004. "Selecting influential business-to-business customers in new product development: relational embeddedness and knowledge heterogeneity considerations," Journal of Product Innovation Management (21:3), pp. 155-169. https://doi.org/10.1111/j.0737-6782.2004.00067.x
  14. Bueno, E., Paz Salmador, M., and Rodriguez, O. 2004. "The role of social capital in today's economy: Empirical evidence and proposal of a new model of intellectual capital," Journal of Intellectual Capital (5:4), pp. 556-574. https://doi.org/10.1108/14691930410567013
  15. Cabrilo, S., and Dahms, S. 2018. "How strategic knowledge management drives intellectual capital to superior innovation and market performance," Journal of Knowledge Management (22:3), pp. 621-648. https://doi.org/10.1108/JKM-07-2017-0309
  16. Delgado-Verde, M., Martin-de Castro, G., and Emilio Navas-Lopez, J. 2011. "Organizational knowledge assets and innovation capability: evidence from Spanish manufacturing firms," Journal of intellectual capital (12:1), pp. 5-19. https://doi.org/10.1108/14691931111097890
  17. Edvinsson, L., and Malone, M. S. 1997. "Intellectual capital: The proven way to establish your company's real value by finding its hidden brainpower," Piatkus.
  18. Eisenhardt, K. M., and Martin, J. A. 2000. "Dynamic capabilities: what are they?," Strategic management journal (21:10‐11), pp. 1105-1121. https://doi.org/10.1002/1097-0266(200010/11)21:10/11<1105::AID-SMJ133>3.0.CO;2-E
  19. Fores, B., and Camison, C. 2016. "Does incremental and radical innovation performance depend on different types of knowledge accumulation capabilities and organizational size?," Journal of Business Research (69:2), pp. 831-848. https://doi.org/10.1016/j.jbusres.2015.07.006
  20. Fornell, C., and Larcker, D. F. 1981. "Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics," Journal of Marketing Research, pp. 382-388.
  21. Gold, A. H., Malhotra, A., and Segars, A. H. 2001. "Knowledge management: An organizational capabilities perspective," Journal of management information systems (18:1), pp. 185-214. https://doi.org/10.1080/07421222.2001.11045669
  22. Grover, V., and Davenport, T. H. 2001. "General Perspectives on Knowledge Management: Fostering a Research Agenda," Journal of Management Information Systems (18:1), pp. 5-21.
  23. Han, Y., and Li, D. 2015. "Effects of intellectual capital on innovative performance: The role of knowledge-based dynamic capability," Management Decision (53:1), pp. 40-56. https://doi.org/10.1108/MD-08-2013-0411
  24. Hsu, I. C., and Sabherwal, R. 2012. "Relationship between intellectual capital and knowledge management: an empirical investigation," Decision Sciences (43:3), pp. 489-524. https://doi.org/10.1111/j.1540-5915.2012.00357.x
  25. Hsu, L. C., and Wang, C. H. 2012. "Clarifying the effect of intellectual capital on performance: the mediating role of dynamic capability," British Journal of Management (23:2), pp. 179-205. https://doi.org/10.1111/j.1467-8551.2010.00718.x
  26. Huy, Q., and Zott, C. 2019. "Exploring the affective underpinnings of dynamic managerial capabilities: How managers' emotion regulation behaviors mobilize resources for their firms," Strategic Management Journal (40:1), pp. 28-54. https://doi.org/10.1002/smj.2971
  27. Kianto, A., Saenz, J., and Aramburu, N. 2017. "Knowledge-based human resource management practices, intellectual capital and innovation," Journal of Business Research(81), pp. 11-20. https://doi.org/10.1016/j.jbusres.2017.07.018
  28. Kim, G., Shin, B., Kim, K. K., and Lee, H. G. 2011. "IT capabilities, process-oriented dynamic capabilities, and firm financial performance," Journal of the association for information systems (12:7), pp. 487-517 https://doi.org/10.17705/1jais.00270
  29. Lim, J. H., Stratopoulos, T. C., and Wirjanto, T. S. 2012. "Role of IT executives in the firm' s ability to achieve competitive advantage through IT capability," International Journal of Accounting Information Systems (13:1), pp. 21-40. https://doi.org/10.1016/j.accinf.2011.07.001
  30. Luo, Y. 2003. "Industrial dynamics and managerial networking in an emerging market: The case of China," Strategic management journal (24:13), pp. 1315-1327. https://doi.org/10.1002/smj.363
  31. Martin-de-Castro, G., Delgado-Verde, M., Lopez-Saez, P., and Navas-Lopez, J. E. 2011. "Towards 'an intellectual capital-based view of the firm': origins and nature," Journal of business ethics (98:4), pp. 649-662. https://doi.org/10.1007/s10551-010-0644-5
  32. Mikalef, P., and Pateli, A. 2017. "Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA," Journal of Business Research (70), pp. 1-16. https://doi.org/10.1016/j.jbusres.2016.09.004
  33. Nahapiet, J., and Ghoshal, S. 1998. "Social capital, intellectual capital, and the organizational advantage," Academy of management review (23:2), pp. 242-266. https://doi.org/10.5465/amr.1998.533225
  34. Nelson, R. R., and Winter, S. G. 1982. "The Schumpeterian tradeoff revisited," The American Economic Review (72:1), pp. 114-132.
  35. Oslo Manual. 2005. The measurement of scientific and technological activities. Proposed guidelines for collecting and inter preting technological innovation data, European Commission and Eurostat, OECD: Publishing.
  36. Pavlou, P. A., and El Sawy, O. A. 2006. "From IT leveraging competence to competitive advantage in turbulent environments: The case of new product development," Information Systems Research (17:3), pp. 198-227. https://doi.org/10.1287/isre.1060.0094
  37. Queiroz, M., Tallon, P. P., Sharma, R., and Coltman, T. 2018. "The role of IT application orchestration capability in improving agility and performance," The Journal of Strategic Information Systems (27:1), pp. 4-21. https://doi.org/10.1016/j.jsis.2017.10.002
  38. Russmann, M., Lorenz, M., Gerbert, P., Waldner, M., Justus, J., Engel, P., and Harnisch, M. 2015. "Industry 4.0: The future of productivity and growth in manufacturing industries," Boston Consulting Group (9:1), pp. 54-89.
  39. Stewart, T., and Ruckdeschel, C. 1998. "Intellectual capital: The new wealth of organizations," Performance Improvement (37:7), pp. 56-59. https://doi.org/10.1002/pfi.4140370713
  40. Subramaniam, M., and Youndt, M. A. 2005. "The influence of intellectual capital on the types of innovative capabilities," Academy of Management journal (48:3), pp. 450-463. https://doi.org/10.5465/amj.2005.17407911
  41. Sullivan, P. H. 1998. "Profiting from intellectual capital: Extracting value from innovation," John Wiley & Sons.
  42. Sveiby, K. E. 1997. The new organizational wealth : Managing and measuring knowledge-based assets, Berrett-Koehler Publishers.
  43. Szulanski, G. 1996. "Exploring internal stickiness: Impediments to the transfer of best practice within the firm," Strategic management journal (17:2), pp. 27-43. https://doi.org/10.1002/smj.4250171105
  44. Teece, D. J. 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic management journal (28:13), pp. 1319-1350. https://doi.org/10.1002/smj.640
  45. Teece, D. J. 2014. " The foundations of enterprise performance: Dynamic and ordinary capabilities in an (economic) theory of firms," Academy of management perspectives (28:4), pp. 328-352. https://doi.org/10.5465/amp.2013.0116
  46. Teece, D. J., Pisano, G., and Shuen, A. 1997. "Dynamic capabilities and strategic management," Strategic management journal (18:7), pp. 509-533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
  47. Tenenhaus, M., Vinzi, V. E., Chatelin, Y. M., and Lauro, C. 2005. "PLS path modeling," Computational statistics & data analysis (48:1), pp. 159-205. https://doi.org/10.1016/j.csda.2004.03.005
  48. Torres, R., Sidorova, A., and Jones, M. C. 2018. "Enabling firm performance through business intelligence and analytics: A dynamic capabilities perspective," Information & Management (55:7), pp. 822-839. https://doi.org/10.1016/j.im.2018.03.010
  49. Trappey, A. J., Trappey, C. V., Govindarajan, U. H., Chuang, A. C., and Sun, J. J. 2017. "A review of essential standards and patent landscapes for the Internet of Things: A key enabler for Industry 4.0," Advanced Engineering Informatics (33), pp. 208-229. https://doi.org/10.1016/j.aei.2016.11.007
  50. Wetzels, M., Odekerken-Schroder, G., and Van Oppen, C. 2009. "Using PLS path modeling for assessing hierarchical construct models: Guidelines and empirical illustration," MIS quarterly (33:1), pp. 177-195. https://doi.org/10.2307/20650284
  51. Woolcock, M. 1998. "Social capital and economic development: Toward a theoretical synthesis and policy framework," Theory and society (27:2), pp. 151-208. https://doi.org/10.1023/A:1006884930135
  52. Yeow, A., Soh, C., and Hansen, R. 2018. "Aligning with new digital strategy: A dynamic capabilities approach," The Journal of Strategic Information Systems (27:1), pp. 43-58. https://doi.org/10.1016/j.jsis.2017.09.001
  53. Zahra, S. A., and George, G. 2002. "Absorptive capacity: A review, reconceptualization, and extension," Academy of management review (27:2), pp. 185-203. https://doi.org/10.5465/amr.2002.6587995
  54. Zheng, S., Zhang, W., and Du, J. 2011. "Knowledge - based dynamic capabilities and innovation in networked environments," Journal of Knowledge Management (15:6), pp. 1035-1051. https://doi.org/10.1108/13673271111179352