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      ICT산업에서 기술혁신과 생산성 = Innovation and Productivity in the ICT Industry

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      https://www.riss.kr/link?id=A105910225

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      다국어 초록 (Multilingual Abstract)

      The advent of the 4th industrial revolution through technological innovations such as block chain, cloud computing, big data, internet of things, and artificial intelligence makes expectations and concerns as well. On the one hand, the fourth industrial revolution can cause increasing returns to scale of firms, productivity enhancement and thus economic growth. If technological innovation is complementary to labor, it can result in productivity improvement and create high value-added new products. On the other hand, there are increasing concerns that technological innovation could displace jobs by machines and eventually cause the disappearance of jobs. Technological innovations in the ICT industry may play an essential role in the 4th industrial revolution. Nonetheless, there are not many studies on productivity effects of the innovation activities in the ICT firms.
      This paper empirically examines the effects of new product innovation and production procedure innovation on productivity in the ICT firms using the 2011 Korean Service Innovation Survey data. In estimating the effects of innovation on labor productivity in the ICT industries, it controls for simultaneity and inconsistency of the innovation variables. Main empirical results are as follows. First, the exogeneity hypothesis of both new service innovation and production process innovation is rejected respectively, meaning that estimation by the simple OLS estimation can produce biased results. Thus, an expansion of innovation activities leads to an increase in labor productivity in the ICT firms and the other way around. Second, all R&D expenditure variables in the ICT firms except SMEs are also found to be statistically significant, implying that R&D investment is main sources of ICT firms’ competitiveness and an important factor of firm growth.
      Third, the labor productivity of the ICT firms is found to be have positive association with process innovation. This means that labor productivity and production efficiency can be improves mainly due to process innovation. However, service innovation has negative association with labor productivity in the ICT service industry. This result is consistent with Hong et al. (2003) and Jung(2011) in that productivity performance in service sector is not that good. Finally, for all non-ICT firms, either large or small, process innovation has the positive effects on labor productivity, implying that process innovation should play an essential role in improvement of productivity efficiency in the service industry.
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      The advent of the 4th industrial revolution through technological innovations such as block chain, cloud computing, big data, internet of things, and artificial intelligence makes expectations and concerns as well. On the one hand, the fourth industri...

      The advent of the 4th industrial revolution through technological innovations such as block chain, cloud computing, big data, internet of things, and artificial intelligence makes expectations and concerns as well. On the one hand, the fourth industrial revolution can cause increasing returns to scale of firms, productivity enhancement and thus economic growth. If technological innovation is complementary to labor, it can result in productivity improvement and create high value-added new products. On the other hand, there are increasing concerns that technological innovation could displace jobs by machines and eventually cause the disappearance of jobs. Technological innovations in the ICT industry may play an essential role in the 4th industrial revolution. Nonetheless, there are not many studies on productivity effects of the innovation activities in the ICT firms.
      This paper empirically examines the effects of new product innovation and production procedure innovation on productivity in the ICT firms using the 2011 Korean Service Innovation Survey data. In estimating the effects of innovation on labor productivity in the ICT industries, it controls for simultaneity and inconsistency of the innovation variables. Main empirical results are as follows. First, the exogeneity hypothesis of both new service innovation and production process innovation is rejected respectively, meaning that estimation by the simple OLS estimation can produce biased results. Thus, an expansion of innovation activities leads to an increase in labor productivity in the ICT firms and the other way around. Second, all R&D expenditure variables in the ICT firms except SMEs are also found to be statistically significant, implying that R&D investment is main sources of ICT firms’ competitiveness and an important factor of firm growth.
      Third, the labor productivity of the ICT firms is found to be have positive association with process innovation. This means that labor productivity and production efficiency can be improves mainly due to process innovation. However, service innovation has negative association with labor productivity in the ICT service industry. This result is consistent with Hong et al. (2003) and Jung(2011) in that productivity performance in service sector is not that good. Finally, for all non-ICT firms, either large or small, process innovation has the positive effects on labor productivity, implying that process innovation should play an essential role in improvement of productivity efficiency in the service industry.

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      참고문헌 (Reference)

      1 신범철, "환경혁신이 기업성과에 미치는 효과" 한국생산성학회 29 (29): 177-199, 2015

      2 최봉호, "한국 정보통신산업의 생산성 변화에 대한 패널추정" 한국콘텐츠학회 15 (15): 388-395, 2015

      3 오근엽, "한국 정보통신 산업에서 특허가 생산성에 미친 영향:산업별 패널 데이터 분석" 정보통신정책학회 12 (12): 59-85, 2005

      4 홍성민, "지식기반서비스산업 중소기업의 혁신유형별 기술혁신활동 특성분석과 활성화 방안" 한국중소기업학회 31 (31): 271-292, 2009

      5 정선영, "정보통신산업의 총요소생산성 국제비교: 기술적 효율성을 감안한 접근방법" 한국경제학회 59 (59): 25-53, 2011

      6 이기동, "섬유산업의 정보화와 기업성과" 6 (6): 145-174, 2000

      7 박정수, "서비스산업 혁신활동 제고를 위한 정책과제" 산업연구원 2011

      8 김원규, "서비스산업 혁신의 결정요인 분석과 시사점" 산업연구원 (508) : 2011

      9 신범철, "서비스 혁신과 기업성과" 한국생산성학회 28 (28): 315-336, 2014

      10 신범철, "기술혁신형 기업에 대한 유형별 정책지원의 생산성 효과 분석" 한국생산성학회 30 (30): 29-51, 2016

      1 신범철, "환경혁신이 기업성과에 미치는 효과" 한국생산성학회 29 (29): 177-199, 2015

      2 최봉호, "한국 정보통신산업의 생산성 변화에 대한 패널추정" 한국콘텐츠학회 15 (15): 388-395, 2015

      3 오근엽, "한국 정보통신 산업에서 특허가 생산성에 미친 영향:산업별 패널 데이터 분석" 정보통신정책학회 12 (12): 59-85, 2005

      4 홍성민, "지식기반서비스산업 중소기업의 혁신유형별 기술혁신활동 특성분석과 활성화 방안" 한국중소기업학회 31 (31): 271-292, 2009

      5 정선영, "정보통신산업의 총요소생산성 국제비교: 기술적 효율성을 감안한 접근방법" 한국경제학회 59 (59): 25-53, 2011

      6 이기동, "섬유산업의 정보화와 기업성과" 6 (6): 145-174, 2000

      7 박정수, "서비스산업 혁신활동 제고를 위한 정책과제" 산업연구원 2011

      8 김원규, "서비스산업 혁신의 결정요인 분석과 시사점" 산업연구원 (508) : 2011

      9 신범철, "서비스 혁신과 기업성과" 한국생산성학회 28 (28): 315-336, 2014

      10 신범철, "기술혁신형 기업에 대한 유형별 정책지원의 생산성 효과 분석" 한국생산성학회 30 (30): 29-51, 2016

      11 홍동표, "국내 IT 산업의 성장요인 및 생산성 분석" 정보통신정책연구원 2003

      12 Terza, J., "Two-stage Residual Inclusion Estimation: Addressing Endogeneity in Health Econometric Modeling" 27 : 531-543, 2008

      13 Cin, Beom C., "The Impact of Public R&D Subsidy on Small Firm Productivity: Evidence from Korean SMEs" 48 (48): 345-360, 2017

      14 Cainelli, G., "The Impact of Innovation on Economic Performance in Services" 24 (24): 116-130, 2004

      15 Cin, Beom C., "The Effect of Technology Innovation on Employment in Korean Inno-Biz SMEs" 35 (35): 2258-2269, 2015

      16 Evangelistra, R., "The Economic Impact of Technological and Organizational Innovation" 39 : 1253-1263, 2010

      17 OECD, "OECD Guide to Measuring the Information Society 2011"

      18 Rivers, D., "Limited Information Estimators and Exogeneity Tests for Simultaneous Probit Model" 39 : 347-366, 1988

      19 Mansury, M. A., "Innovation, Productivity and Growth in US Business Services: A Firm-level Analysis" 28 : 52-62, 2008

      20 Gallouj, F., "Innovation in Services" 26 : 537-556, 1997

      21 Wiel, H., "Innovation and Productivity in Service" cbp 2001

      22 Cainelli, G., "Innovation and Economic Performance in Services: A Firm-level Analysis" 30 : 435-458, 2006

      23 서환주, "ICT확산, 기업조직, 제품차별화, 숙련노동의 보완관계" 한국경제학회 52 (52): 33-65, 2004

      24 현준석, "ICT 산업의 국민경제 및 타산업 파급효과 분석" 한국경제연구학회 33 (33): 39-64, 2015

      25 Terza, J. V., "Estimating Count Data Models with Endogenous Switching: Smaple Selection and Endogenous Treatment" 84 : 129-154, 1998

      26 Newey, W., "Efficient Estimation of Limited Dependent Variable Models with Endogenous Explanatory Variables" 36 : 231-250, 1987

      27 Wooldridge, J. M., "Econometric Analysis of Cross Section and Panel Data" MIT Press 2010

      28 Smith, R., "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply" 54 : 679-685, 1986

      29 하태용, "2011년 한국의 기술혁신조사: 서비스업 부문" 과학기술정책연구원 2011

      30 엄미정, "2006년 한국의 기술혁신조사: 서비스업 부문" 과학기술정책연구원 2006

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2027 평가예정 재인증평가 신청대상 (재인증)
      2022-06-07 학술지명변경 한글명 : 생산성논집 -> 생산성연구: 국제융합학술지
      외국어명 : Productivity Review -> Productivity Research: An International Interdisciplinary Journal
      KCI등재
      2021-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2018-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2015-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2013-12-17 학술지명변경 외국어명 : 미등록 -> Productivity Review KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2005-05-30 학술지명변경 한글명 : 生産性論集 -> 생산성논집 KCI등재후보
      2005-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2003-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.78 0.78 0.8
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.77 0.76 1.06 0.16
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