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      창조경제에서 정보통신기술의 활용과 일자리 창출 및 성장 = Elasticity of Substitution between ICT Capital and Labor: Its Implications on the Creative Economy in Korea

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      https://www.riss.kr/link?id=A103682619

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      In this study, We measured the elasticity of substitution between labor and ICT capital input by estimating transcendental logarithmic (Translog) cost function which takes GDP, wage rate, prices of ICT and NICT capital as factors of cost function. Data was constructed as unbalanced panel data set using 26 industries of 6 countries (South Korea, the United States, the United Kingdom, Germany, Japan, Italy) for the period of 1970-2007.
      Cost function and share equations that were induced by Shephard’s lemma from it were estimated simultaneously using seemingly unrelated regression method (SUR). Conditions for homotheticity and homogeneity were imposed to the estimation procedure of cost function and were tested its validity by Wald test. Constant returns to scale (CRTS) restriction was not imposed because of the necessity of estimating the effect of scale economy which means cost down effect of output growth.
      We found a negative relationship (negative substitutability) between labor and ICT capital usage as a factor input. It means that deepening of ICT capital using would be a crowing-out of the labor force in the production process. These findings mean that job creation would be a difficult target for Park regime in South Korea even though it pursue the creative economy ambitiously.
      We also estimated the contribution rate of ICT capital to the GDP growth. We foundthat the use of ICT capital led to the improvement of productivity and economic growth as a whole. Compared with other advanced countries, Korea’s contribution rate of ICT capital to the GDP growth was lower than other countries. It means that ICT investment could be a good policy measure of strength of the potentiality of the whole economy in the present regime. One possibility for both of job creation and productivity growth is to use scale economy coming from massive investment of ICT capital in the creative economy.
      Another implication can be found in the relatively high negative substitutability of labor and ICT capital usage in the service sector. The development of service industry was suggested for the job creation in these days. But the intensive use of ICT would have two effects, one is about more active substitution of labor in the service industry compare to the manufacturing sector. Another is about job creation effect associated with the growth of the service industry. Policy combinations for minimizing labor substitution and maximizing productivity enhancement by use of ICT may be helpful for job creation.
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      In this study, We measured the elasticity of substitution between labor and ICT capital input by estimating transcendental logarithmic (Translog) cost function which takes GDP, wage rate, prices of ICT and NICT capital as factors of cost function. Dat...

      In this study, We measured the elasticity of substitution between labor and ICT capital input by estimating transcendental logarithmic (Translog) cost function which takes GDP, wage rate, prices of ICT and NICT capital as factors of cost function. Data was constructed as unbalanced panel data set using 26 industries of 6 countries (South Korea, the United States, the United Kingdom, Germany, Japan, Italy) for the period of 1970-2007.
      Cost function and share equations that were induced by Shephard’s lemma from it were estimated simultaneously using seemingly unrelated regression method (SUR). Conditions for homotheticity and homogeneity were imposed to the estimation procedure of cost function and were tested its validity by Wald test. Constant returns to scale (CRTS) restriction was not imposed because of the necessity of estimating the effect of scale economy which means cost down effect of output growth.
      We found a negative relationship (negative substitutability) between labor and ICT capital usage as a factor input. It means that deepening of ICT capital using would be a crowing-out of the labor force in the production process. These findings mean that job creation would be a difficult target for Park regime in South Korea even though it pursue the creative economy ambitiously.
      We also estimated the contribution rate of ICT capital to the GDP growth. We foundthat the use of ICT capital led to the improvement of productivity and economic growth as a whole. Compared with other advanced countries, Korea’s contribution rate of ICT capital to the GDP growth was lower than other countries. It means that ICT investment could be a good policy measure of strength of the potentiality of the whole economy in the present regime. One possibility for both of job creation and productivity growth is to use scale economy coming from massive investment of ICT capital in the creative economy.
      Another implication can be found in the relatively high negative substitutability of labor and ICT capital usage in the service sector. The development of service industry was suggested for the job creation in these days. But the intensive use of ICT would have two effects, one is about more active substitution of labor in the service industry compare to the manufacturing sector. Another is about job creation effect associated with the growth of the service industry. Policy combinations for minimizing labor substitution and maximizing productivity enhancement by use of ICT may be helpful for job creation.

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      참고문헌 (Reference)

      1 김원준, "한국의 산업별 정보통신자본스톡의 추계 및 분석" 15 (15): 229-248, 2001

      2 신석하, "한국의 산업별 정보통신자본과 총요소생산성" 한국개발연구원 32 (32): 75-113, 2010

      3 오동환, "창조경제시대의 일자리 창출을 위한 인터넷 경제의 일자리창출효과분석 및 시사점"

      4 김동수, "정보화투자와 대체 탄력성: 한국 은행산업을 중심으로" Mimeo 1999

      5 성태윤, "정보화정책연구" 한국정보화진흥원 2009

      6 이정동, "정보통신이 제조업 생산성에 미치는 영향" 15 (15): 1-16, 2001

      7 문석웅, "정보통신산업 성장의 국민경제적 효과추정 : CGE모형의 응용" 11 (11): 2000

      8 김민용, "정보통신기술의 생산성역설:논쟁의 재해석과 정책적 함의" 한국생산성학회 16 (16): 169-185, 2002

      9 이경선, "인터넷의 경제적 파급효과 분석" 정보통신정책연구원 2012

      10 장석권, "인터넷과창조경제" 한국인터넷진흥원 2013

      1 김원준, "한국의 산업별 정보통신자본스톡의 추계 및 분석" 15 (15): 229-248, 2001

      2 신석하, "한국의 산업별 정보통신자본과 총요소생산성" 한국개발연구원 32 (32): 75-113, 2010

      3 오동환, "창조경제시대의 일자리 창출을 위한 인터넷 경제의 일자리창출효과분석 및 시사점"

      4 김동수, "정보화투자와 대체 탄력성: 한국 은행산업을 중심으로" Mimeo 1999

      5 성태윤, "정보화정책연구" 한국정보화진흥원 2009

      6 이정동, "정보통신이 제조업 생산성에 미치는 영향" 15 (15): 1-16, 2001

      7 문석웅, "정보통신산업 성장의 국민경제적 효과추정 : CGE모형의 응용" 11 (11): 2000

      8 김민용, "정보통신기술의 생산성역설:논쟁의 재해석과 정책적 함의" 한국생산성학회 16 (16): 169-185, 2002

      9 이경선, "인터넷의 경제적 파급효과 분석" 정보통신정책연구원 2012

      10 장석권, "인터넷과창조경제" 한국인터넷진흥원 2013

      11 김용규, "산업연관표를 이용한 정보통신산업의 경제효과 분석" 6 (6): 1999

      12 에릭 브린욜프슨, "기계와의 전쟁(Race against the Machine)" 틔움 2014

      13 김종근, "경제성장과정에서의 정보통신기술정책이 성장에 미치는 영향 분석" 2011 (2011): 1-17, 2011

      14 Freeman C., "Work for all or mass unemployment? computerized technical change into the 21st century" London 193-, 1994

      15 Solow, R. M., "We’d better watch out" 12 : 36-, 1987

      16 Jorgenson, D. W., "U. S. economic growth in the new millennium" 1 : 125-211, 2000

      17 Brynjolfsson, E., "Transforming Enterprise" MIT Press 2004

      18 Jung Hyun-Joon., "The role of ICT in Korea’s economic growth: Productivity changes across industries since the 1990s" 37 (37): 292-310, 2013

      19 Oliner, S. D., "The resurgence of growth in the late 1990s : Is information technology the story?" 14 : 3-32, 2000

      20 Baily, M., "The productivity slowdown, measurement issues, and the explosion in computer power" 2 : 347-432, 1988

      21 Lichtenberg, F. R., "The output contributions of computer equipment and personal : A firm-level analysis" 3 : 201-217, 1995

      22 Merikull J., "The impact of innovation on employment: firm and industry level evidence from Estonia" Eesti bank(Bank of Estonia) 2008

      23 Siegel, D., "The impact of computers on manufacturing productivity growth : A multiple indicators" 79 : 68-78, 1997

      24 Vivarelli M., "The employment impact of innovation: evidence and policy" Routledge 240-, 2000

      25 Hanoch G., "The elasticity of scale and the shape of average costs" 65 (65): 492-497, 1975

      26 O’Mahony M., "The Impact of ICT on the demand for skilled labor : a cross-country comparison" 1435-1450, 2008

      27 Carl Benedikt Frey., "The Future of Employment: How Susceptible are jobs to Computation?" 2013

      28 Berndt, E. R., "Technology, Prices, and Derived Demand for Energy" 57 (57): 259-268, 1975

      29 Jorgenson, D. W., "Technology, Growth, and the Labor Market" Kluwer Academic Publishers 19-40, 2003

      30 Tomas F., "Technological innovation and employment : data from a decade in Spain" 245-256, 2002

      31 Roach, S. S., "Service under siege : The restructuring imperative" 69 : 82-91, 1991

      32 Wolff, E. N., "Productivity, computerization, and skill change, Economic Review"

      33 Wolff, E. N., "Productivity growth, capital intensity, and skill levels in the U.S. insurance industry, 1948.1986"

      34 Uzawa H., "Production functions with constant elasticities of substitution" 44 : 291-299, 1962

      35 Brynjolfsson, E., "Paradox lost? Firm-level evidence on the returns to information systems" 42 : 541-558, 1996

      36 Ten Raa, T., "Outsourcing of services and the productivity recovery in U. S. manufacturing in the 1980s and 1990s" 16 : 149-165, 2001

      37 Siegel, D., "Output Measurement in the Service Sector" University of Chicago Press 429-458, 1992

      38 Entorf H., "New technologies, wages and worker selection" 17 (17): 464-491, 1999

      39 Allen R. G. D., "Mathematical analysis for economists" Macmillan 1938

      40 Edquist, C., "Innovation and employment: product versus process innovation" Elgar 2001

      41 Vivarelli M., "Innovation and employment: a survey, Institute for the study of labor" Italy 2-4, 2007

      42 Matteucci N., "Informational and communicational technology and employment growth in Italian industries"

      43 Stiroh, K. J., "Information technology and the U.S. productivity revival: What do the industry data say?" Federal Reserve Bank of New York 2001

      44 Baily, M. N., "Information technology and productivity : Recent findings" 2003

      45 Jorgenson, D. W., "Information technology and growth" 89 : 109-115, 1999

      46 Ky-hyang Yuhn., "Information Technology, Organizational Transformation and Productivity Growth : An Examination of the Brynjolfsson-Hitt Proposition" 24 (24): 87-108, 2010

      47 Koellinger P., "Impact of ICT on corporate performance; productivity and employment dynamics" 3-22, 2006

      48 고상원, "IT와 고용창출" 정보통신정책연구원 2007

      49 Cardona M., "ICT and productivity : conclusions from the empirical literature" 25 : 109-125, 2013

      50 Kaushalesh L., "Growth of employment and the adoption of e-business"

      51 Zellner, A., "Further properties of efficient estimators for seemingly unrelated regression equations" 3 : 300-313, 1962

      52 Diewert W. E., "Frontier of Quantitative Economics" North-Holland 1974

      53 Zellner, A., "Estimators for seemingly unrelated regression equations : Some exact finite sample results" 58 : 977-992, 1963

      54 Davidson, R., "Estimation and Inference in Econometrics" Oxford University Press 1993

      55 Van Reenen, John, "Employment and Technological Innovation : Evidence from U. K. Manufacturing Firms" 15 (15): 255-284, 1997

      56 Reenen John Van, "Employment and Technological Innovation : Evidence from U. K. Manufacturing Firms" 15 (15): 255-284, 1997

      57 Lachenmaier S., "Effects of innovation on employment : a dynamic panel analysis" 210-220, 2007

      58 Christensen Laurits R., "Economies of Scale in U.S. Electric Power Generation" 84 (84): 655-676, 1976

      59 Davidson, R., "Econometric Theory and Methods" Oxford University Press 2004

      60 Johnston, J., "Econometric Methods" The McGraw-Hill Companies, Inc 1997

      61 Greene, W. H., "Econometric Analysis" Prentice Hall 2012

      62 Greenan N., "Echnological innovation and employment reallocation" INSEE mimeo 1997

      63 Gordon, R. J., "Does the ‘new economy’ measure up to the great inventions of the past?" 14 : 49-74, 2000

      64 Harrison R., "Does innovation stimulate employment? A firm level analysis using comparable micro data from four countries"

      65 Seo Hwan-Joo., "Does ICT investment widen the growth gap?" 33 (33): 422-431, 2009

      66 Oliner, S. D., "Computers and output growth : How big is the puzzle?" 2 : 273-317, 1994

      67 Lehr, W., "Computer use and productivity growth in U. S. federal government agencies" 44 : 257-279, 1998

      68 Brynjolfsson, E., "Beyond computation : Information technology, organizational transformation, and business performance" 14 : 23-48, 2000

      69 Morrison, C. J., "Assessing the productivity of information technology equipment in the U. S. manufacturing industries" National Bureau of Economic Research 1990

      70 Stiroh, K. J., "Are ICT spillovers driving the new economy?" 48 : 33-57, 2002

      71 Fox, J., "Applied regression analysis, linear models, and related methods" Sage Publications 1997

      72 Zellner, A., "An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias" 57 : 348-368, 1962

      73 Loveman, G. W., "An assessment of the productivity impact on information technologies" MIT 1988

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      2027 평가예정 재인증평가 신청대상 (재인증)
      2022-06-07 학술지명변경 한글명 : 생산성논집 -> 생산성연구: 국제융합학술지
      외국어명 : Productivity Review -> Productivity Research: An International Interdisciplinary Journal
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      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
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      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
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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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