• 제목/요약/키워드: Driscoll-Kraay Standard Errors

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대학 연구비 규모의 영향 요인 분석: 산학협력단의 연구비 관리 역량을 중심으로 (Influencing Factors of University Research Grant: Focusing on the Management Capability of Industry-University Collaboration Foundation)

  • 정혜진
    • 한국산학기술학회논문지
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    • 제20권2호
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    • pp.483-491
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    • 2019
  • 대학의 중요한 성과 중 하나로서, 연구비 규모는 각 대학의 경쟁력을 나타내는 지표라고 할 수 있다. 지금까지 연구비는 연구 성과를 위한 투입변수로 인식되어온 경향이 강하여 대학의 연구비 규모에 영향을 줄 수 있는 요인에 대한 연구는 많지 않다. 연구과제 수주 및 연구비 관리에 있어서 소수의 선행연구는 대학의 연구 역량에 초점을 두었으나, 산학협력단의 지원과 관리 수준을 고려할 필요가 있다. 이에 본 연구는 산학협력단의 관리역량이 대학의 연구비에 많은 영향을 미칠 수 있는 요인인지 분석하였다. 연구 목적을 위하여 2016년부터 2018년까지 194개 4년제 대학의 패널 자료를 구성하였다. Driscoll & Kraay 표준 오차 모형(DKSE)으로 추정한 결과에 따르면 산학협력교수의 비율, 국내외 논문실적과 연구원 규모가 클수록 외부 연구비가 늘어나는 반면, 2년 미만 재직한 산학협력단 직원 비율이 높을수록 외부 연구비 규모가 줄어드는 것으로 나타났다. 또한 종속변수를 전체 연구비로 측정하는 경우에는 다른 변수들의 긍정적인 영향력은 변화가 없는 대신 경력이 짧은 산학협력단 직원 비율의 부정적인 효과는 사라졌고 연구 기획 및 관리 직원 비율과 산학협력단의 규모가 부정적인 요소로 나타났다.

Environmental footprint impacts of nuclear energy consumption: The role of environmental technology and globalization in ten largest ecological footprint countries

  • Sadiq, Muhammad;Wen, Fenghua;Dagestani, Abd Alwahed
    • Nuclear Engineering and Technology
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    • 제54권10호
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    • pp.3672-3681
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    • 2022
  • This study investigates the environmental footprint impacts of nuclear energy consumption in the presence of environmental technology and globalization of the ten largest ecological footprint countries from 1990 up to 2017. By considering a set of methods that can help solve the issue of cross-sectional dependence, we employ the Lagrange multiplier bootstrap cointegration method, Driscoll-Kraay standard errors for long-run estimation and feasible generalized least squares (FGLS) and panel-corrected standard errors (PCSE) for robustness. The finding revealed significant negative effects of nuclear energy consumption, environmental-related technology, population density and significant positive effects of globalization and economic growth on ecological footprint. These results are also robust by assessing the long-run impacts of predictors on carbon footprint and CO2 emissions as alternate ecological measures. These conclusions provide the profound significance of nuclear energy consumption for environmentally sustainable development in the top ten ecological footprint countries and serve as an important reference for ecological security for other countries globally.

Impacts of Foreign Direct Investment on Human Capital in ASEAN

  • NGUYEN, Hoi Van;NGUYEN, Thuy Thi Thu;TO, Tha Hien;DANG, Duong Quy;Luong, Trang Thi Dai
    • 유통과학연구
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    • 제18권9호
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    • pp.13-18
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    • 2020
  • Purpose: Research and development of human capital in countries bring sustainable development to the nations. Especially for developing countries, the attraction of foreign direct investment not only brings economic growth to the country but also contributes to improving human capital. This study aims to assess the impact of foreign direct investment on human capital in ASEAN countries. Research design, data and methodology: With data collected from ASEAN countries from 1990 to 2019, panel data analysis is performed with revised model types (the Pooled OLS, Fixed effect model, Random effect model and regression with Driscoll-Kraay standard errors). Result: The results of the regression analysis show that FDI has a positive impact on human capital. At the same time, the study also found that public investment in education also positively affects human capital; the life expectancy factor does not affect human capital. Conclusions: With this research result, the authors also proposed a number of solutions to improve human capital by attracting FDI and improving the efficiency of investment for the education of ASEAN countries. Besides, public expenditure on education also plays an important role in raising human capital. Therefore, investment in education should be promoted further in the future.

Distribution of Factors Affecting Foreign Direct Investment in ASEAN Countries

  • Anh Thi Lan, NGUYEN;Chau Thi Minh, PHAM;Hanh Hong, NGUYEN;Dat Ngoc, NGUYEN;Duy Van, NGUYEN
    • 유통과학연구
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    • 제21권2호
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    • pp.1-6
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    • 2023
  • Purpose: Research on attracting foreign direct investment plays an important role in ASEAN countries. ASEAN has needed FDI capital for development and integration with many developing countries. Research design, data and methodology: This study is conducted to assess the impact of factors: inflation (INF), economic growth (GDP), population (POP), and trade (TRADE) on attracting foreign direct investment (FDI) of ASEAN countries. The study will find out how factors distribution contributes to FDI attraction. The study collects data from 10 ASEAN countries from 2010 to 2020. With data collected for ten countries from 2010 to 2020, data analysis with panel data will be used in this study. The Regression with Driscoll-Kraay standard errors correction model will be used in the study. Results: Panel data analysis shows that economic growth and population positively impact FDI attraction in ASEAN countries. However, two factors: INF and TRADE, do not affect FDI. Conclusions: Countries need to focus on economic development, create many good conditions for people and domestic enterprises and create opportunities for foreign investors to pay more attention. improving the quality of domestic human resources will help to better improve the working quality factor when the demand for high-quality human resources increases.

지역 합계출산율에 영향을 미치는 요인 분석: 횡단면 의존성을 고려한 모형을 이용하여 (Analysis of Factors Affecting Regional Total Fertility Rate: Using a Model Considering Cross-sectional Dependence)

  • 김소연;류수열
    • 아태비즈니스연구
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    • 제15권1호
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    • pp.335-352
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    • 2024
  • Purpose - Low fertility rate is a serious problem, and this study analyzes factors affecting total fertility rate using panel data from 16 metropolitan cities and provinces in Korea from 2000 to 2022. Design/methodology/approach - Estimating the SAR model considering the weak cross-sectional dependence that exists in variables related to the regional total fertility rate, and using the DKSE estimation method considering the strong cross-sectional dependence. Findings - Estimation results considering weak and strong cross-sectional dependence were similar, confirming the robustness of the results. Female labor force participation rate has a positive effect on total fertility rate, and employment rate has no effect. However, the interaction term is a negative (-) sign. Crude marriage rate has a positive effect on total fertility rate, and apartment price has a slightly positive effect. Environmental factor has no effect, and policy factor has a negative effect. Research implications or Originality - In order for an increase in the female labor force participation rate to lead to an increase in the total fertility rate, qualitative improvements in female employment must be made. Financial investment policies for childbirth must increase their effectiveness. The problem of low fertility rate requires not only population policy but also social, economic, cultural, environmental, and policy conditions to be considered.