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Empirical Analysis of the Influence of ICT SMEs' R&D Resources on Corporate Performance

ICT 중소기업의 연구개발 자원이 기업성과에 미치는 영향에 관한 실증연구

  • Jong Yoon Won (SKK Business School, Sungkyunkwan University) ;
  • Kun Chang Lee (Global Business Administration/Department of Health Sciences & Technology, SAIHST(Samsung Advanced Institute for Health Sciences & Technology) Sungkyunkwan University)
  • 원종윤 (성균관대학교 경영대학) ;
  • 이건창 (성균관대학교 글로벌 경영학과/삼성융합의과학원(SAIHST) 융합의과학과)
  • Received : 2021.01.05
  • Accepted : 2021.04.01
  • Published : 2021.08.31

Abstract

The national economic policy paradigm is constantly changing according to the global business environment. Among them, fostering SMEs is a core policy of many developed countries. The growth of SMEs contributes to the creation of jobs and the development of local communities in the era of employment-free growth. In particular, the growth of SMEs is the foundation for growth into mid-sized and large enterprises. Therefore, the growth of SMEs plays an important role in the national economy. Information and communication technology (ICT) became important much more with the emergence of the 4th industrial revolution. Among them, the growth of ICT SMEs is the nation's future asset. Therefore, this study examines and verifies the main factors affecting the performance of ICT SMEs from the view of their R&D resources. On the basis of 1,999 SMEs dataset, empirical analysis was performed to investigate the influence of R&D resources on their corporate performance. Its results are as follows. First, based on theresource-based theory, ICT SMEs' R&D investment, R&D manpower, and government support policies were found to have a positive effect on securing a company's competitive advantage. Second, it was found that the level of product has a positive effect on the company's performance. Finally, it was found that M&A and technology acquisition method strategies differ according to the growth stage of the company. Therefore, in order to achieve technological innovation and corporate performance of ICT SMEs, the government support policy and investment into internal R&D personnel play as main factors. In addition, it was found that technology acquisition strategies differ depending on the growth stage of the company.

글로벌 비즈니스 환경이 급변함에 따라 각국의 경제정책 패러다임도 지속적으로 변화한다. 그중 중소기업 육성은 많은 선진국의 핵심적인 정책으로 자리 잡았다. 중소기업의 성장은 고용 없는 성장시대의 일자리 창출과 지역사회 발전에 기여한다. 특히, 중소기업의 성장은 중견기업, 대기업으로 성장하는 밑거름이 된다. 따라서 중소기업의 성장은 국가 경제에 중요한 역할을 할 것이다. 최근 4차 산업혁명으로 정보통신기술이 주목받는 가운데, ICT 중소기업의 성장은 국가 미래산업으로 주목받고 있다. 이에 본 연구는 ICT 중소기업의 성과에 연구개발 요인이 어떠한 영향을 미치는 검증한다. 이를 위해 과학기술정보통신부에서 조사한 ICT 중소기업 실태조사의 응답을 바탕으로 실증한다. 실증분석 결과 첫째, 자원기반이론에 입각한 ICT 중소기업의 연구개발 투자, 연구개발 인력, 정부지원정책은 기업의 경쟁우위 확보에 긍정적인 영향을 주는 것으로 나타났다. 둘째, 기업의 경쟁우위인 4차 산업활용, 제품의 수준은 기업의 매출에 긍정적인 영향을 주는 것으로 나타났다. 마지막으로 기업의 성장단계에 따라 인수합병 및 기술확보방법이 다른 것으로 나타났다. 따라서 ICT 중소기업의 기술혁신과 기업성과를 달성하기 위해서는 정부 지원정책과 내부 연구개발 인력 확보 및 투자가 주요 요인이며, 기업의 성장단계에 따라 기술확보전략이 다른 것으로 나타났다.

Keywords

References

  1. 곽기영, 홍문경, "정보기술역량과 조직학습이 기업성과에 미치는 영향: 조직민첩성의 역할을 중심으로", 경영학연구, 제40권, 제4호, 2011, pp. 1075-1108.
  2. 김동욱, 김병곤, "한국 상장 중소기업의 소유 구조와 생존확률", 산업경제연구, 제32권, 제6호, 2019, pp. 2317-2335.
  3. 김선우, 김재원, "혁신성장을 위한 중소기업 R&D 지원 개선방안", STEPI Insight, 2020, pp. 1-40.
  4. 김선우, 정효정, "한국과 미국의 중소기업 R&D 지원 비교와 시사점", STEPI Insight, No.231, 2019, pp. 1-32.
  5. 노두환, 박호영, 장석권, "ICT 중소기업의 기업 가정신과 혁신역량이 기업성과에 미치는 영향에 관한 연구: 사회적 자본의 조절효과 분석을 중심으로", 벤처창업연구, 제13권, 제4호, 2018, pp. 217-231. https://doi.org/10.16972/APJBVE.13.4.201808.217
  6. 박만수, 김천웅, 한동섭, "4차 산업혁명 시대, 구글 알파벳의 대응 전략 분석: 자원기반이론 (Resource-Based Theory)을 중심으로", 미디어 경제와 문화, 제18권, 제2호, 2020, pp. 49-85.
  7. 박성원, 권영진, 이상용, "한국 기업의 R&D 투자가 매출 및 수출 등에 미치는 영향 분석: IT와 비 IT 산업 비교", 정보통신정책연구, 제 26권, 제1호, 2019, pp. 135-161.
  8. 박재민, "허들음이항모형을 이용한 기업의 혁신선택과 특허성과의 결정요인에 관한 연구", 기술혁신학회지, 제17권, 제3호, 2014, pp. 449-466.
  9. 송태민, "앤더슨 행동모형을 이용한 노년기 외래의료서비스 이용에 대한 스트레스 취약 요인의 매개효과 분석", 보건사회연구, 제33권, 제1호, 2013, pp. 547-576. https://doi.org/10.15709/HSWR.2013.33.1.547
  10. 신진교, 임재현, 황수정, "중소기업의 기술혁신 결정요인에 관한 실증연구", 기업경영연구, 제16권, 제4호, 2009, pp. 1-23.
  11. 유재홍, 김병근, "산업진화단계와 동태적역량에 따른 제품혁신 전략의 변화: 한국 무선인터넷 산업을 중심으로", 기술혁신연구, 제18권, 제2호, 2010, pp. 253-288.
  12. 이재성, 이주연, 전승표, "영과잉 회귀분석을 이용한 연구개발 인력 수요 결정 요인에 관한 연구: ICT 기업을 중심으로", 기술혁신학회지, 제22권, 제5호, 2019, pp. 862-892.
  13. 이후성, 이정수, 박재민, "정부 R&D 지원 유형에 따른 중소기업 기술적 성과 분석", 기술혁신학회지, 제18권, 제1호, 2015, pp. 73-97.
  14. 조수빈, 이철, 정재휘, "국내 제조 산업의 R&D 투자가 기술수출에 미치는 효과와 과정", 경영학연구, 제46권, 제2호, 2017, pp. 481-501.
  15. 조연성, 원동환, "기업가정신과 외국시장 성과간의 경로에 관한 연구: 동적 역량과 경쟁우위를 중심으로", 국제경영리뷰, 제15권, 제4호, 2011, pp. 141-164.
  16. 주남균, 홍우형, "국내 상장기업 R&D 투자의 고용효과에 관한 실증연구", 응용경제, 제21권, 제3호, 2019, pp. 97-123.
  17. 최병구, "정보기술 개발 유형과 기업성과 간의 관계에 대한 실증적 고찰: 자원준거 이론 관점 에서", 지식경영연구, 제17권, 제4호, 2016, pp. 163-189. https://doi.org/10.15813/KMR.2016.17.4.008
  18. 최수형, 최철안, "중소기업 유형별 연구개발투 자의 영향요인에 관한 실증연구", 경영과 정보 연구, 제33권, 제1호, 2014, pp. 191-217.
  19. 최정일, "ICT 산업의 수출입 물동량과 수출입액, 무역수지의 동조화현상", 융합정보논문지, 제10권, 제5호, 2020, pp. 92-100.
  20. 한정민, 이영덕, 남상성, "구조방정식모형을 이용한 연구개발성과의 기술사업화 활성화 영향요인 분석", 한국경영공학회지, 제22권, 제2호, 2017, pp. 41-55.
  21. 홍성효, 남수중, "4차 산업혁명과 기업의 적응", 지역발전연구, 제28권, 제1호, 2019, pp. 59-78.
  22. Archibugi, D., A. Filippetti, and M. Frenz, "Economic crisis and innovation: Is destruction prevailing over accumulation?", Research Policy, Vol.42, No.2, 2013, pp. 303-314. https://doi.org/10.1016/j.respol.2012.07.002
  23. Bai, Y., S. Song, J. Jiao, and R. Yang, "The impacts of government R&D subsidies on green innovation: Evidence from Chinese energy-intensive firms", Journal of Cleaner Production, No.233, 2019, pp. 819-829.
  24. Baia, E., J. J. Ferreira, and R. Rodrigues, "Value and rareness of resources and capabilities as sources of competitive advantage and superior performance", Knowledge Management Research & Practice, Vol.18, No.3, 2020, pp. 249-262. https://doi.org/10.1080/14778238.2019.1599308
  25. Baker, W. E. and J. M. Sinkula, "Environmental marketing strategy and firm performance: Effects on new product performance and market share", Journal of the Academy of Marketing Science, Vol.33, No.4, 2005, pp. 461-475. https://doi.org/10.1177/0092070305276119
  26. Baldwin, J. R. and W. Gu, Innovation, Survival and Performance of Canadian Manufacturing Plants, Economic Analysis Research Paper, No.022, 2004.
  27. Banerjee, R. and K. Gupta, "The effect of environmentally sustainable practices on firm R&D: International evidence", Economic Modelling, No.78, 2019, pp. 262-274.
  28. Barney, J. B., "Why resource-based theory's model of profit appropriation must incorporate a stakeholder perspective", Strategic Management Journal, Vol.39, No.13, 2018, pp. 3305-3325. https://doi.org/10.1002/smj.2949
  29. Barney, J., "Firm resources and sustained competitive advantage", Journal of Managemen, Vol.17, No.1t, 1991, pp. 99-120.
  30. Becker, S. O. and P. H. Egger, "Endogenous product versus process innovation and a firm's propensity to export", Empirical Economics, Vol.44, No.1, 2013, pp. 329-354. https://doi.org/10.1007/s00181-009-0322-6
  31. Bettis, R. A., S. P. Bradley, and G. Hamel, "Outsourcing and industrial decline", Academy of Management Perspectives, Vol.6, No.1, 1992, pp. 7-22. https://doi.org/10.5465/ame.1992.4274298
  32. Bond, S. R. and I. Guceri, "R&D and productivity: Evidence from large UK establishments with substantial R&D activities", Economics of Innovation and New Technology, Vol.26, No.1-2, 2017, pp. 108-120. https://doi.org/10.1080/10438599.2016.1203525
  33. Broadbent, M. and P. Weill, "Improving business and information strategy alignment: Learning from the banking industry", IBM Systems Journal, Vol.32, No.1, 1993, pp. 162-179. https://doi.org/10.1147/sj.321.0162
  34. Busby, J. S., "The co-evolution of competition and parasitism in the resource-based view: A risk model of product counterfeiting", European Journal of Operational Research, Vol.276, No.1, 2019, pp. 300-313. https://doi.org/10.1016/j.ejor.2018.12.039
  35. Cassiman, B., E. Golovko, and E. Martinez-Ros, "Innovation, exports and productivity", International Journal of Industrial Organization, Vol.28, No.4, 2010, pp. 372-376. https://doi.org/10.1016/j.ijindorg.2010.03.005
  36. Chaudhary, S. and S. Batra, "Absorptive capacity and small family firm performance: Exploring the mediation processes", Journal of Knowledge Management, Vol.22 No.6, 2018, pp. 1201-1216.
  37. Chiao, Y. C., K. P. Yang, and C. M. J. Yu, "Performance, internationalization, and firm-specific advantages of SMEs in a newly-industrialized economy", Small Business Economics, Vol.26, No.5, 2006, pp. 475-492.  https://doi.org/10.1007/s11187-005-5604-6
  38. Coombs, J. E. and P. E. Bierly III, "Measuring technological capability and performance", R&D Management, Vol.36, No.4, 2006, pp. 421-438.
  39. Cowling, M., W. Liu, A. Ledger, and N. Zhang, "What really happens to small and medium-sized enterprises in a global economic recession? UK evidence on sales and job dynamics", International Small Business Journal, Vol.33, No.5, 2015, pp. 488-513. https://doi.org/10.1177/0266242613512513
  40. David-West, O., N. Iheanachor, and I. Kelikume, "A resource-based view of digital financial services (DFS): An exploratory study of Nigerian providers", Journal of Business Research, Vol.88, 2018, pp. 513-526. https://doi.org/10.1016/j.jbusres.2018.01.034
  41. Di Cintio, M., S. Ghosh, and E. Grassi, "Firm growth, R&D expenditures and exports: An empirical analysis of Italian SMEs", Research Policy, Vol.46, No.4, 2017, pp. 836-852. https://doi.org/10.1016/j.respol.2017.02.006
  42. Donbesuur, F., G. O. A. Ampong, D. Owusu-Yirenkyi, and I. Chu, "Technological innovation, organizational innovation and international performance of SMEs: The moderating role of domestic institutional environment", Technological Forecasting and Social Change, 2020.
  43. Dosi, G., M. Grazzi, and D. Moschella, "Technology and costs in international competitiveness: From countries and sectors to firms", Research Policy, Vol.44, No.10, 2015, pp. 1795-1814.
  44. Ehie, I. C. and K. Olibe, "The effect of R&D investment on firm value: An examination of US manufacturing and service industries", International Journal of Production Economics, Vol.128, No.1, 2010, pp. 127-135. https://doi.org/10.1016/j.ijpe.2010.06.005
  45. Falk, M. and F. F. de Lemos, "Complementarity of R&D and productivity in SME export behavior", Journal of Business Research, Vol 96, 2019, pp. 157-168. https://doi.org/10.1016/j.jbusres.2018.11.018
  46. Feldman, M. P. and M. R. Kelley, "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior", Research Policy, Vol.35, No.10, 2006, pp. 1509-1521. https://doi.org/10.1016/j.respol.2006.09.019
  47. Fink, L. and S. Neumann, "Gaining agility through IT personnel capabilities: The mediating role of IT infrastructure capabilities", Journal of the Association for Information Systems, 2007, Vol.8, No.8, Available at http://doi:10.17705/ 1jais.00135.
  48. Flores, E., X. Xu, and Y. Lu, "Human Capital 4.0: A workforce competence typology for industry 4.0", Journal of Manufacturing Technology Management, 2020, Vol.31 No.4, pp. 687-703. https://doi.org/10.1108/JMTM-08-2019-0309
  49. Foss, N. J. and T. Saebi, "Business models and business model innovation: Between wicked and paradigmatic problems", Long Range Planning, Vol.51, No.1, 2018, pp. 9-21. https://doi.org/10.1016/j.lrp.2017.07.006
  50. Garcia, F., L. Avella, and E. Fernandez, "Learning from exporting: The moderating effect of technological capabilities", International Business Review, Vol.21, No.6, 2012, pp. 1099-1111. https://doi.org/10.1016/j.ibusrev.2011.12.001
  51. Gonzalez, X. and C. Pazo, "Do public subsidies stimulate private R&D spending", Research Policy, Vol.37, No.3, 2008, pp. 371-389.
  52. Gunday, G., G. Ulusoy, K. Kilic, and L. Alpkan, "Effects of innovation types on firm performance", International Journal of Production Economics, Vol.133, No.2, 2011, pp. 662-676. https://doi.org/10.1016/j.ijpe.2011.05.014
  53. Gupta, G., K. T. L. Tan, Y. S. Ee, and C. S. C. Phang, "Resource-based view of information systems: Sustainable and transient competitive advantage perspectives", Australasian Journal of Information Systems, Vol.22, 2018, Available at http://doi:10.3127/ajis.v22i0.1657.
  54. Gupta, K., R. Banerjee, and I. Onur, "The effects of R&D and competition on firm value: International evidence", International Review of Economics & Finance, Vol.51, 2017, pp. 391-404. https://doi.org/10.1016/j.iref.2017.07.003
  55. Hall, L. A. and S. Bagchi-Sen, "An analysis of firm-level innovation strategies in the US biotechnology industry", Technovation, Vol.27, No.1-2, 2007, pp. 4-14. https://doi.org/10.1016/j.technovation.2006.07.001
  56. He, X., K. D. Brouthers, and I. Filatotchev, "Resource-based and institutional perspectives on export channel selection and export performance", Journal of Management, Vol.39. No.1, 2013, pp. 27-47.
  57. Heck, R. H. and S. L. Thomas, An Introduction to Multilevel Modeling Techniques: MLM and SEM Approaches Using Mplus (3rd ed.), Routledge, New York, 2015.
  58. Joshanloo, M. and V. Jovanovic, "The factor structure of the Mental Health Continuum-Short Form (MHC-SF) in Serbia: An evaluation using exploratory structural equation modeling", Journal of Mental Health, Vol.26, No.6, 2017, pp. 510- 515. https://doi.org/10.1080/09638237.2016.1222058
  59. Jurksiene, L. and A. Pundziene, "The relationship between dynamic capabilities and firm competitive advantage", European Business Review, Vol.28 No.4, 2016, pp. 431-448. https://doi.org/10.1108/EBR-09-2015-0088
  60. Kang, K. N. and H. Park, "Influence of government R&D support and inter-firm collaborations on innovation in Korean biotechnology SMEs", Technovation, Vol.32, No.1, 2012, pp. 68-78. https://doi.org/10.1016/j.technovation.2011.08.004
  61. Kianto, A., J. Saenz, and N. Aramburu, "Knowledgebased human resource management practices, intellectual capital and innovation", Journal of Business Research, Vol.81, 2017, pp. 11-20.
  62. Knecht, M., "Diversification, industry dynamism, and economic performance: The impact of dynamic-related diversification on the multi-business firm", Springer Science & Business Media, 2013.
  63. Kortum, S. S., "Research, patenting, and technological change", Econometrica: Journal of the Econometric Society, Vol.65, No.6, 1997, pp. 1389-1419. https://doi.org/10.2307/2171741
  64. Latham, S., "Contrasting strategic response to economic recession in start-up versus established software firms", Journal of Small Business Management, Vol.47, No.2, 2009, pp. 180-201. https://doi.org/10.1111/j.1540-627X.2009.00267.x
  65. Lee, C. Y., H. L. Wu, and H. W. Pao, "How does R&D intensity influence firm explorativeness? Evidence of R&D active firms in four advanced countries", Technovation, Vol.34, No.10, 2014, pp. 582-593. https://doi.org/10.1016/j.technovation.2014.05.003
  66. Lee, K., Y. Jeong, and B. Yoon, "Developing an research and development (R&D) process improvement system to simulate the performance of R&D activities", Computers in Industry, Vol.92, 2017, pp. 178-193.
  67. Lee, V. H., A. T. L. Foo, L. Y. Leong, and K. B. Ooi, "Can competitive advantage be achieved through knowledge management? A case study on SMEs", Expert Systems with Applications, Vol.65, 2016, pp. 136-151. https://doi.org/10.1016/j.eswa.2016.08.042
  68. Lin, J. Y., "Effects on diversity of R&D sources and human capital on industrial performance", Technological Forecasting and Social Change, Vol.85, 2014, pp. 168-184. https://doi.org/10.1016/j.techfore.2013.08.010
  69. Liu, O., J. Wang, J. Ma, and Y. Sun, "An intelligent decision support approach for reviewer assignment in R&D project selection", Computers in Industry, Vol.76, 2016, pp. 1-10. https://doi.org/10.1016/j.compind.2015.11.001
  70. Lopez-Cabrales, A., R. Valle, and I. Herrero, "The contribution of core employees to organizational capabilities and efficiency", Human Resource Management, Vol.45, No.1, 2006, pp. 81-109. https://doi.org/10.1002/hrm.20094
  71. Mudambi, R. and T. Swift, "Proactive R&D management and firm growth: A punctuated equilibrium model", Research Policy, Vol.40, No.3, 2011, pp. 429-440.  https://doi.org/10.1016/j.respol.2010.10.014
  72. Muller, J. M., O. Buliga, and K. I. Voigt, "Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0", Technological Forecasting and Social Change, Vol.132, 2018, pp. 2-17. https://doi.org/10.1016/j.techfore.2017.12.019
  73. Natasha, I. E. and Y. R. Hutagaol, "The analysis of R&D impact on the public listed companies' performance in Indonesia", Journal of Applied Finance & Accounting, Vol.1, No.2, 2009, pp. 339-350.
  74. Nugroho, M. A., "Impact of government support and competitor pressure on the readiness of SMEs in Indonesia in adopting the information technology", Procedia Computer Science, Vol.72, 2015, pp. 102-111. https://doi.org/10.1016/j.procs.2015.12.110
  75. O'Malley, L., V. Story, and V. O'Sullivan, "Marketing in a recession: Retrench or invest?", Journal of Strategic Marketing, Vol.19, No.3, 2011, pp. 285-310. https://doi.org/10.1080/0965254X.2011.581386
  76. Pitelis, C. N., "Edith Penrose and the resourcebased view of (international) business strategy", International Business Review, Vol.13, No.4, 2004, pp. 523-532. https://doi.org/10.1016/j.ibusrev.2004.04.002
  77. Plank, J. and C. Doblinger, "The firm-level innovation impact of public R&D funding: Evidence from the German renewable energy sector", Energy Policy, No.113, 2018, pp. 430-438.
  78. Ren, S., A. B. Eisingerich, and H. T. Tsai, "Search scope and innovation performance of emerging-market firms", Journal of Business Research, Vol.68 No.1, 2015, pp. 102-108. https://doi.org/10.1016/j.jbusres.2014.04.011
  79. Rottman, J. W. and M. C. Lacity, "Proven practices for effectively off shoring IT work", MIT Sloan Management Review, Vol.47, No.3, 2006, pp. 56-63.
  80. Salimi, N. and J. Rezaei, "Evaluating firms' R&D performance using best worst method", Evaluation and Program Planning, Vol.66, 2018, pp. 147-155. https://doi.org/10.1016/j.evalprogplan.2017.10.002
  81. Samdantsoodol, A., S. Cang, H. Yu, A. Eardley, and A. Buyantsogt, "Predicting the relationships between virtual enterprises and agility in supply chains", Expert Systems with Applications, Vol.84, 2017, pp. 58-73. https://doi.org/10.1016/j.eswa.2017.04.037
  82. Segerstrom, P. S., "Endogenous growth without scale effects", American Economic Review, Vol.88, No.5, 1998, pp. 1290-1310.
  83. Shan, S., Y. Luo, Y. Zhou, and Y. Wei, "Big data analysis adaptation and enterprises' competitive advantages: The perspective of dynamic capability and resource-based theories", Technology Analysis & Strategic Management, Vol.31, No.4, 2019, pp. 406-420. https://doi.org/10.1080/09537325.2018.1516866
  84. Shankar, A. and C. Jebarajakirthy, "The influence of e-banking service quality on customer loyalty: A moderated mediation approach", International Journal of Bank Marketing, Vol.37 No.5, 2019, pp. 1119-1142. https://doi.org/10.1108/IJBM-03-2018-0063
  85. Todtling, F., P. Lehner, and A. Kaufmann, "Do different types of innovation rely on specific kinds of knowledge interactions?", Technovation, Vol.29, No.1, 2009, pp. 59-71. https://doi.org/10.1016/j.technovation.2008.05.002
  86. Xiao, G., "Legal shareholder protection and corporate R&D investment", Journal of Corporate Finance, Vol.23, 2013, pp. 240-266.
  87. Yoo, J., S. Lee, and S. Park, "The effect of firm life cycle on the relationship between R&D expenditures and future performance, earnings uncertainty, and sustainable growth", Sustainability, Vol.11, No.8, 2019, p. 2371.
  88. Yuan, K. H., W. Chan, G. A. Marcoulides, and P. M. Bentler, "Assessing structural equation models by equivalence testing with adjusted fit indexes", Structural Equation Modeling: A Multidisciplinary Journal, Vol.23, No.3, 2016, pp. 319-330.  https://doi.org/10.1080/10705511.2015.1065414