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특허분쟁이 기업의 향후 혁신 활동에 미치는 영향

The Impact of Patent Disputes on Firms' Subsequent Innovative Activity

  • 투고 : 2019.10.24
  • 심사 : 2020.01.29
  • 발행 : 2020.03.31

초록

Although patents have mainly been considered as the results of the invention process, of late their value as strategic assets have increasingly been emphasized. Consequently, the competition for patents among firms has intensified, and the number of patent disputes have been steadily increasing. Patent disputes, which cause enormous expense and resource utilization, increase uncertainty and have been considered as a threat or problem for the firms involved. Patent disputes are expected to have a significant impact on the decision making about subsequent innovation activities. This study attempts to analyze the effect of patent disputes on the subsequent innovative activities of the firms that are sued. After experiencing litigation as defendants, we examine their subsequent patenting strategies. According to the results of the study, firms who are experiencing patent litigation are more likely to achieve high-quality patents and cite recent technology when they apply for patents. Meanwhile, patent litigation experience has been shown to negatively affect the amount of subsequent patents applied. This study increases understanding by examining whether patent disputes, which have been mainly recognized negatively as obstacles, can be an opportunity that comes during a crisis.

키워드

참고문헌

  1. 김유진 2018. "특허분쟁 경험이 기업의 특허활용전략에 미치는 영향," 전략경영연구 (21:1), pp. 93-107.
  2. 손수정 2012. "글로벌 특허전쟁 위기 극복을 위한 대응방안," STEPI Insight 제90호.
  3. 안연식 2010. "기업의 특허 역량이 성과에 미치는 영향에 관한 실증 분석: 우수 벤처기업을 중심으로," 지식경영연구 (11:1), pp. 83-96.
  4. 정재관, 김병근 2017. "특허의 질적 가치가 기업의 시장가치에 미치는 영향에 관한 연구," 기술혁신연구 (25:3), pp. 265-298. https://doi.org/10.14383/SIME.2017.25.3.265
  5. 주시형 2011. "특허 분쟁의 결정요인에 대한 연구: 한국의 미국 특허 분쟁 정보를 활용한 분석," 지식재산연구 (6:1), pp. 111-132.
  6. 추기능, 박규호 2010. "특허의 경제적 수명의 결정 요인에 관한 연구: 갱신자료를 활용한 생존분석," 지식경영연구 (11:1), pp. 65-81. https://doi.org/10.15813/KMR.2010.11.1.005
  7. Agarwal, R., Ganco, M., and Ziedonis, R. H. 2009. "Reputations for toughness in patent enforcement: implications for knowledge spillovers via inventor mobility," Strategic Management Journal (30:13), pp. 1349-1374. https://doi.org/10.1002/smj.792
  8. Agarwal, R., and Tripsas, M. 2008. Technology and industry evolution. In S. Shane (Ed.), Handbook of Technology and Innovation Management, Chichester: John wiley & Sons, inc., pp. 3-55.
  9. Ahuja, G. 2000. "Collaboration networks, structural holes, and innovation: A longitudinal study," Administrative Science Quarterly (45:3), pp.425-455. https://doi.org/10.2307/2667105
  10. Ahuja, G., and Katila, R. 2004. "Where do resources come from? The role of idiosyncratic situations," Strategic Management Journal (25:8-9), pp. 887-907. https://doi.org/10.1002/smj.401
  11. Ahuja, G., and Lampert, C. 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal (22:6-7), pp. 521-543. https://doi.org/10.1002/smj.176
  12. Arellano, M., and Bond, S. 1991. "Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations," The Review of Economic Studies (58; 2), pp. 227-297.
  13. Arora, A., Ceccagnoli, M., and Cohen, W. M. 2008. "R&D and the patent premium," International Journal of Industrial Organization (26:5), pp. 1153-1179. https://doi.org/10.1016/j.ijindorg.2007.11.004
  14. Bessen, J., and Meurer, M. 2006. "Patent Litigation with Endogenous Disputes," The American Economic Review (96:2), pp. 77-81. https://doi.org/10.1257/000282806777212288
  15. Bessen, J., and Meurer, M. 2008. "The private costs of patent litigation," Boston University School of Law Working Paper.
  16. Bessen, J., and Meurer, M. 2012. "The direct costs from NPE disputes," Boston University School of Law Working Paper.
  17. Bessen, J., and Meurer, M. 2014. "The direct costs from NPE disputes," Cornell Law Review (99), pp. 387-424.
  18. Bhagat, S., Brickley, J., and Coles, J. 1994. "The costs of inefficient bargaining and financial distress: Evidence from corporate lawsuits," Journal of Financial Economics (35:2), pp. 221-247. https://doi.org/10.1016/0304-405X(94)90005-1
  19. Bierly, P., and Chakrabarti, A. 1996. "Generic Knowledge Strategies in the US Pharmaceutical Industry," Strategic Management Journal (17:S2), pp. 123-135. https://doi.org/10.1002/smj.4250171111
  20. Bourgeois, L. J. 1981. "On the measurement of organizational slack," Academy of Management Review (6:1), pp. 29-39. https://doi.org/10.5465/amr.1981.4287985
  21. Breitzman, A., and Thomas, P. 2002. "Using Patent Citation Analysis to Target/Value M&A Candidates," Research-Technology Management (45:5), pp. 28-36. https://doi.org/10.1080/08956308.2002.11671519
  22. Bresnahan, T. F. 1985. "Post-Entry Competition in the Plain Paper Copier Market," The American Economic Review (75:2), pp. 15-19.
  23. Bunch, D. S., and Smiley, R. 1992. "Who Deters Entry? Evidence on the Use of Strategic Entry Deterrents," The Review of Economics and Statistics (74:3), pp. 509-521. https://doi.org/10.2307/2109496
  24. Ceccagnoli, M. 2009. "Appropriabilit y, preemption, and firm performance," Strategic Management Journal (30:1), pp. 81-98. https://doi.org/10.1002/smj.723
  25. Chatterji, A. K., and Fabrizio, K. R. 2014. "Using users: When does external knowledge enhance corporate product innovation?," Strategic Management Journal (35:10), pp. 1427-1445. https://doi.org/10.1002/smj.2168
  26. Chen, M. J. 1996. "Competitor Analysis and Interf irm Rivalry: Toward a Theoretical Integration," Academy of Management Review (21:1), pp. 100-134. https://doi.org/10.5465/amr.1996.9602161567
  27. Chesbroug h, H. 2008. Orchestrating Appropriability: Towards an Endogenous View of Capturing Value from Innovation Investments, The Handbook of Technology and Innovation Management, Chichester: John wiley & Sons, inc., pp. 335-352.
  28. Clark, K. B. 1985. " The interact ion of design hierarchies and market concepts in technological evolution," Research Policy (14:5), pp. 235-251. https://doi.org/10.1016/0048-7333(85)90007-1
  29. Clarkson, G., and Toh, P. K. 2010. "'Keep out' signs: the role of deterrence in the competition for resources," Strategic Management Journal (31:11), pp. 1202-1225. https://doi.org/10.1002/smj.853
  30. Cockburn, I. M., and MacGar vie, M. J. 2009. "Patents, Thickets and the Financing of Early-Stage Firms: Evidence from the Software Industry," Journal of Economics & Management Strategy (18:3), pp. 729-773. https://doi.org/10.1111/j.1530-9134.2009.00228.x
  31. Cockburn, I. M., MacGarvie, M. J., and Muller, E. 2010. "Patent thickets, licensing and innovative performance," Industrial and Corporate Change (19:3), pp. 899-925. https://doi.org/10.1093/icc/dtq035
  32. Cockburn, I. M., and MacGarvie, M. J. 2011. "Entry and Patenting in the Software Industry," Management Science (57:5), pp. 915-933. https://doi.org/10.1287/mnsc.1110.1321
  33. Cohen, W. M., Nelson, R. R., and Walsh, J. P. 2000. Protecting their intellectual assets: Appropriability conditions and why US manufacturing firms patent (or not). Cambridge, MA: National Bureau of Economic Research.
  34. Cohen, W. M., Nelson, R. R., and Walsh, J. P. 2002. "Links and impacts: the influence of public research on industrial R&D," Management Science (48:1), pp. 1-23. https://doi.org/10.1287/mnsc.48.1.1.14273
  35. Cyert, R. M., and March, J. G. 1963. A behavioral theory of the firm. Englewood Cliffs, NJ: Prentice-Hall.
  36. Fleming, L. 2001. "Recombinant uncertainty in technological search," Management Science (47:1), pp. 117-132. https://doi.org/10.1287/mnsc.47.1.117.10671
  37. Fleming, L. 2007. "Breakthroughs and the "long tail" of innovation," MIT Slone Management Review (49:1), pp. 69-74.
  38. Galasso, A., and Schankerman, M. 2010. "Patent thickets, courts, and the market for innovation," The RAND Journal of Economics (41:3), pp. 472-503. https://doi.org/10.1111/j.1756-2171.2010.00108.x
  39. Galasso, A. 2012. "Broad Cross-License Negotiations," Journal of Economics & Management Strategy (21:4), pp. 873-911. https://doi.org/10.1111/j.1530-9134.2012.00348.x
  40. Gallini, N. T. 1984. "Deterrence by Market Sharing: A Strategic Incentive for Licensing," The American Economic Review (74:5), pp. 931-941.
  41. Giarratana, M. S., and Mariani, M. 2014. "The relationship between knowledge sourcing and fear of imitation," Strategic Management Journal (35:8), pp. 1144-1163. https://doi.org/10.1002/smj.2150
  42. Granstrand, O. 2000. "The shift towards intellectual capitalism-the role of infocom technologies," Research Policy (29:9), pp. 1061-1080. https://doi.org/10.1016/S0048-7333(99)00070-0
  43. Grant, R. M. 1996. "Prospering in dynamically-competitive environments: Organizational capability as knowledge integration," Organization Science (7:4), pp. 375-387. https://doi.org/10.1287/orsc.7.4.375
  44. Greene, W. H. 2000. Econometric Analysis, Fourth Edition. New Jersey: Prentice-Hall.
  45. Griliches, Z. 1990. "Patent statistics as economic indicators: A survey," Journal of Economics Literature (28), pp. 1661-1707.
  46. Grindley, P. C., and Teece, D. J. 1997. "Managing Intellectual Capital: Licensing and cross-licensing in semiconductors and electronics," California Management Review (39:2), pp. 8-41. https://doi.org/10.2307/41165885
  47. Hagedoorn, J., and Cloodt, M. 2003. "Measuring innovative performance: Is there an advantage in using multiple indicators?," Research Policy (32:8), pp. 1365-1379. https://doi.org/10.1016/S0048-7333(02)00137-3
  48. Hall, B. H., Jaffe, A., and Trajtenberg, M. 2005. "Market value and patent citations." The RAND Journal of Economics (36:1), pp. 16-38.
  49. Hall, B. H., and Ziedonis, R. H. 2001. "The Patent Paradox Revisited: An Empirical Study of Patenting in the U.S. Semiconductor Industry, 1979-1995," The RAND Journal of Economics (32:1), pp. 101-128. https://doi.org/10.2307/2696400
  50. Henderson, R., Cockburn, I., 1996. "Scale, scope, and spillovers: The determinants of research productivity in drug discovery," The RAND Journal of Economics (27:1), pp. 32-59. https://doi.org/10.2307/2555791
  51. Holgersson, M. 2013. "Patent management in entrepreneurial SMEs: a literature review and an empirical study of innovation appropriation, patent propensity, and motives," R&D Management (43:1), pp. 21-36. https://doi.org/10.1111/j.1467-9310.2012.00700.x
  52. Jaffe, A. B. 2000. "The U.S. patent system in transition: policy innovation and the innovation process," Research Policy (29:4-5), pp. 531-557. https://doi.org/10.1016/S0048-7333(99)00088-8
  53. Jaffe, A. B., and Lerner, J. 2004. Innovation and its discontents: How our broken patent system is endagering innovation and progress, and what to do about it. Princeton: Princeton university press.
  54. Jeong, S., Lee, S., and Kim, Y. 2013. "Licensing versus selling in transactions for exploiting patented technological knowledge assets in the markets for technology," The Journal of Technology Transfer (38:3), pp. 251-272. https://doi.org/10.1007/s10961-012-9252-0
  55. Jung, H. J. and Lee, J. J. 2016. "The quest for originality: A new typology of knowledge search and break through inventions," Academy of Management Journal (59:5), pp. 1725-1753. https://doi.org/10.5465/amj.2014.0756
  56. Kaplan, S., and Tripsas, M. 2008. "Thinking about technology: Applying a cognitive lens to technical change," Research Policy (37:5), pp. 790-805. https://doi.org/10.1016/j.respol.2008.02.002
  57. Khanna, R., Guler, I., and Nerkar, A. 2016. "Fail often, fail big, and fail fast? Learning from small failures and R&D performance in the Pharmaceutical industry," Academy of Management Journal (59:2), pp. 436-459. https://doi.org/10.5465/amj.2013.1109
  58. Kim, L. 1997. Imitation to Innovation: The dynamics of Korea's technological learning. Cambridge, MA: Harvard Business School Press.
  59. Klein, B., Crawford, R. G., and Alchian, A. A. 1978. "Vertical Integration, Appropriable Rents, and the Competitive Contracting Process," Journal of Law and Economics (21:2), pp. 297-326. https://doi.org/10.1086/466922
  60. Klepper, S. 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," The American Economic Review (86:3), pp. 562-583.
  61. Kogut, B., and Zander, U. 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science (3:3), pp. 383-397. https://doi.org/10.1287/orsc.3.3.383
  62. Lanjouw, J. O., and Lerner, J. 1997. The Enforcement of Intellectual Property Rights: A Survey of the Empirical Literature. National Bureau of Economic Research.
  63. Lanjouw, J. O., and Schankerman, M. 1997. "Stylized facts of patent litigation: value, scope and ownership," NBER Working Paper, No.8498.
  64. Lanjouw, J. O., and Schankerman, M. 2001. "Characteristics of Patent Litigation: A Window on Competition," The RAND Journal of Economics (32:1), pp. 129-151. https://doi.org/10.2307/2696401
  65. Lanjouw, J. O., and Schankerman, M. 2002. "Enforcing intellectual property rights: Suits, settlements and the explosion in patent litigation," Mimeo, Department of Economics, Yale University.
  66. Lanjouw, J. O., and Schankerman, M. 2004. "Protecting Intellectual Property Rights: Are Small Firms Handicapped?," Journal of Law and Economics (47:1), pp. 45-74. https://doi.org/10.1086/380476
  67. Laursen, K., Moreira, S., Reichstein, T., and Leone, M. I. 2017. "Evading the boomerang effect: using the grant-back clause to further generative appropriability from technology licensing deals," Organization Science (28:3), pp. 514-530. https://doi.org/10.1287/orsc.2017.1130
  68. Levin, R. C., Klevorick, A. K., Nelson, R. R., Winter, S. G., Gilbert, R., and Griliches, Z. 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, pp. 783-831.
  69. Lerner, J. 1994. "The Importance of Patent Scope: An Empirical Analysis," The RAND Journal of Economics (25:2), pp. 319-333. https://doi.org/10.2307/2555833
  70. Lerner, J. 1995. "Patenting in the Shadow of Competitors," Journal of Law and Economics (38:2), pp. 463-495. https://doi.org/10.1086/467339
  71. Lippman, S. A., and Rumelt, R. P. 2003. "A bargaining perspective on resource advantage," Strategic Management Journal (24:11), pp. 1069-1086. https://doi.org/10.1002/smj.345
  72. Madsen, P. M., and Desai, V. 2010. "Failing to L earn? The Effects of Failure a nd Success on Organizational Learning in the Global Orbital Launch Vehicle Industry," Academy of Management Journal (53:3), pp. 451-476. https://doi.org/10.5465/amj.2010.51467631
  73. Mahoney, J. T., and Pandian, J. R. 1992. "The resource-based view within the conversation of strategic management," Strtegic Management Journal (13:5), pp. 363-380.
  74. Mazzoleni, R., and Nelson, R. R. 1998. "The benefits and costs of strong patent protection: a contribution to the current debate," Research Policy (27:3), pp. 273-284. https://doi.org/10.1016/S0048-7333(98)00048-1
  75. McEvily, S. K., Das, S., and McCabe, K. 2000. "Avoiding Competence Substitution through Knowledge Sharing," Academy of Management Review (25:2), pp. 294-311. https://doi.org/10.5465/amr.2000.3312917
  76. Miller, D. J., Fern, M. J., and Cardinal, L. B. 2007. "The use of knowledge for technological innovation within diversified firms," Academy of Management Journal (50:2), pp. 308-326. https://doi.org/10.5465/AMJ.2007.24634437
  77. Moses, R. 2009. "To lease or not to lease: Why selling IP is often the better option," Intellectual Asset Management, pp. 63-66.
  78. Narin, F., Noma, E., and Perry, R. 1987. "Patents as indicators of corporate technological strength", Research Policy (16:2-4), pp. 143-155. https://doi.org/10.1016/0048-7333(87)90028-X
  79. Nelson, R. R., and Winter, S. G. 1982. An evolutionary theory of economic change. Belknap press.
  80. Neter, J., Wasserman, W., and Kunter, M. H. 1990. Applied Linear Statistical Models: Regression, Analysis of Variance, and Experimental Design (3rd ed.). IL, Irwin: Homewood.
  81. Nohria, N. and Gulati, R. 1996. "Is slack good or bad for innovation?," Academy of Management Journal (39:5), pp. 1245-1264. https://doi.org/10.5465/256998
  82. Ocasio, W. 1997. "Towards an attention-based view of the firm," Strategic Management Journal (18:S1), pp. 187-206. https://doi.org/10.1002/(SICI)1097-0266(199703)18:3<187::AID-SMJ861>3.0.CO;2-U
  83. Pacheco-de-Almeida, G., and Zemsky, P. B. 2012. "Some like it free: Innovators' Strategic use of Disclosure to slow down Competition," Strategic Management Journal (33:7), pp. 773-793. https://doi.org/10.1002/smj.971
  84. Paik, Y., and Zhu, F. 2016. "The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Industry," Organization Science (27:6), pp. 1397-1416. https://doi.org/10.1287/orsc.2016.1092
  85. Penin, J. 2012. "Strategic uses of patents in the markets for technology: A story of fabless firms, brokers and trolls," Journal of Economic Behavior & Organization (84:2), pp. 633-641. https://doi.org/10.1016/j.jebo.2012.09.007
  86. Pisano, G. 2006. "Profiting from innovation and the intellectual property revolution," Research Policy (35:8), pp. 1122-1130. https://doi.org/10.1016/j.respol.2006.09.008
  87. Pistorino, J. C. 2014. "2012 Trends in Patents Case Filings and Venue: Eastern District of Texas Most Popular for Plaintiffs (Again) But 11 Percent Fewer Defendants Named Nationwide" Perkins Coie.
  88. Polidoro, F., and Toh, P. 2011. "Letting rivals come close or warding them off? The effects of subsitution threat on imitation deterrence," Academy of Management Journal (54:2), pp. 369-392. https://doi.org/10.5465/amj.2011.60263099
  89. Qian, G., Li, L., Li, J., and Qian, Z. 2008. "Regional diversification and firm performance," Journal of Intetnational Business Studies (39:2), pp. 197-214. https://doi.org/10.1057/palgrave.jibs.8400346
  90. Reed, R., and Storrud-Barnes, S. 2011. "Patenting as a competitive tactic in multipoint competition," Journal of Strategy and Management (4:4), pp. 365-383. https://doi.org/10.1108/17554251111181016
  91. Reitzig, M., Henkel, J., and Heath, C. 2007. "On sharks, trolls, and their patent prey-Unrealistic damage awards and firms' strategies of "being infringed"," Research Policy (36:1), pp. 134-154. https://doi.org/10.1016/j.respol.2006.10.003
  92. Rivette, K. G., and Kline, D. 2000. "Discovering new value in intellectual property," Harvard Business Review, pp. 54-66.
  93. Sahal, D. 1981. Patterns of technological innovation. London: Addison-Wesley.
  94. Sampson, R. C. 2007. "R&D alliances and firm performance: The impact of technological diversit y and alliance organization on innovation," Academy of Ma nagement Journal (50:2), pp. 364-386.
  95. Schliessler, P. M. 2015. "Patent litigation and firm performance: the role of the enforcement system," Industrial and Corporate Change (24:2), pp. 307-343. https://doi.org/10.1093/icc/dtv001
  96. Schumpeter, J. A. 1942. Capitalism, Socialism and Democracy. New York: Harper & Row.
  97. Serrano, C. J. 2010. "The dynamics of the transfer and renewal of patents," The RAND Journal of Economics (41:4), pp. 686-708. https://doi.org/10.1111/j.1756-2171.2010.00117.x
  98. Shane, S., and Somaya, D. 2007. "The effects of patent litigation on university licensing efforts," Journal of Economic Behavior & Organization (63:4), pp. 739-755. https://doi.org/10.1016/j.jebo.2006.05.012
  99. Shrestha, S. K. 2010. "Trolls or Market-Makers? An Empirical Analysis of Nonpracticing Entities," Columbia Law Review (110), pp. 114-160.
  100. Singh, J. & Fleming, L. 2010. "Lone inventors as sources of breakthroughs: myth or reality?," Management Science (56:1), pp. 41-56. https://doi.org/10.1287/mnsc.1090.1072
  101. Somaya, D. 2003. Strategic determinants of decisions not to settle patent litigation. Strategic Management Journal (24:1), pp. 17-38. https://doi.org/10.1002/smj.281
  102. Somaya, D. 2012. "Patent strateg y and management: An integrative review and research agenda," Journal of Management (38:4), pp. 1084-1114. https://doi.org/10.1177/0149206312444447
  103. Somaya, D., and McDaniel, C. A. 2012. "Tribunal Specialization and Institutional Targeting in Patent Enforcement," Organization Science (23:3), pp. 869-887. https://doi.org/10.1287/orsc.1110.0669
  104. Somaya, D., Williamson, I. O., and Zhang, X. 2007. "Combining patent law expertise with r&d for patenting performance," Organization Science (18:6), pp. 922-937. https://doi.org/10.1287/orsc.1070.0292
  105. Teece, D. J. 1986. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," Research Policy (15:6), pp. 285-305. https://doi.org/10.1016/0048-7333(86)90027-2
  106. Thomas, P. 1999. "The effect of technological impact upon patent renewal decisions," Technology Analysis & Strategic Management (11:2), pp. 181-197. https://doi.org/10.1080/095373299107492
  107. Tsai, K. H. & Wang, J. C. 2007. "Inward technology licensing and firm performance: A longitudinal study," R&D Management (37:2), pp. 151-160. https://doi.org/10.1111/j.1467-9310.2007.00464.x
  108. Williamson, O. E. 1985. The Economic Institutions of Capitalism. New York: Free Press.
  109. Wu, G. A. 2012. "The effect of going public on innovative productivity and exploratory search," Organization Science (23:4), pp. 928-950. https://doi.org/10.1287/orsc.1110.0676
  110. Xiao, Y., Tylecote, A., and Liu, J. 2013. "Why not greater catch-up by Chinese firms? The impact of IPR, corporate governance and technology intensity on late-comer strategies," Research Policy (42:3), pp. 749-764. https://doi.org/10.1016/j.respol.2012.11.005
  111. Yang, H., Phelps, C., and Steensma, H. K. 2010. "Learning from what others have learned from you: The effects of knowledge spillovers on originating firms," Academy of Management Journal (53:2), pp. 371-389. https://doi.org/10.5465/AMJ.2010.49389018
  112. Ziedonis, R. H. 2004. "Don't Fence Me in: Fragmented Markets for Technology and the Patent Acquisition Strategies of Firms," Management Science (50:6), pp. 804-820. https://doi.org/10.1287/mnsc.1040.0208
  113. Ziedonis, R. H. 2008. Intellectual property and innovation. In S. Shane (Ed.), Handbook of Technology and Innovation Management, Chichester: John wiley & Sons, inc., pp. 295-333.
  114. U.S. Patent and Trademark Office. 2010. http://www.uspto.gov/offices/pac/doc/general/index.html.

피인용 문헌

  1. 환경 역동성과 전략적 기술자원의 보호: 한국 하이테크 전자기업의 우선권주장출원 vol.22, pp.1, 2021, https://doi.org/10.15813/kmr.2021.22.1.004