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Analyzing the Determinants of the Patent Quality in Fuel Cell and Solar Cell Technology Using Count Data Models (가산자료 회귀모형을 활용한 연료전지 및 태양전지 분야 특허의 질적 수준 결정요인 분석)

  • Park, Jung-Kyu;Heo, Eunn-Yeong
    • Journal of Korea Technology Innovation Society
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    • v.13 no.2
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    • pp.365-378
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    • 2010
  • For sustainable economic growth, the Korea government continues to increase its investment in R&D and at the same time, have reinforced the management of R&D outcomes and enlargement of its infrastructure for utilization. However, a strategic R&D planning that draws an outstanding outcomes is more important than the management of its post-outcomes. The purpose of this study is to propose an implication on the policy of R&D planning for obtaining a good R&D outcomes such as a high quality patent. We compared and analyzed the determinants of the patent quality in fuel cell and solar cell technology using the count data models. Estimated results showed that the determinants of the patent quality in technologies were different from each other. Therefore, having appropriate R&D planning strategies for all technologies was more effective than applying one same strategy for all because of technological differences, and based on the estimated results, we suggested the R&D planning strategy in fuel cell and solar cell technologies that could in result in high R&D outcomes.

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Analysis on Factors that affect Fire Safety R&D Performance - Focused on the Field-oriented Support of Fire Fighting Technology R&D Program - (소방안전 R&D 성과에 영향을 미치는 요인 분석 - 현장중심형 소방활동지원 기술개발사업을 중심으로 -)

  • Lim, You-Ri;Shin, Young-Min;Ahn, Yong-Han
    • Fire Science and Engineering
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    • v.33 no.1
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    • pp.171-178
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    • 2019
  • The disaster and safety R&D budget has continued to increase since 2008, but the fire safety R&D budget is a small part. Therefore, successful outcomes that could lead to the economic growth of the fire safety industry have not been achieved. This paper suggests a fire safety R&D budget expansion, reinforcement of R&D capacity, and performance growing plan by analyzing the factors that affect the performance of a fire safety R&D project. Empirical analysis was performed through one-way ANOVA and regression analysis using the statistical program, SPSS statistics 21.0. As a result, this study suggests that the continuous expansion of R&D funds and the securing of excellent trained research manpower will be necessary to obtain qualitatively superior patents and papers.

A Study on the Analysis of Agricultural R&D Keywords Using Textmining Method (텍스트마이닝을 활용한 농업 R&D 키워드 분석)

  • Kim, Ji-Hoon;Kim, Seong-Sup
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.2
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    • pp.721-732
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    • 2021
  • This study analyzed keywords for agricultural R&D using the textmining method to examine the trend of agricultural R&D. Data used for the analysis included R&D project information provided by NTIS, and the research and development step by year from 2003 to 2018 were classified and applied. The TF-IDF approach was used as the analysis method, and ranking was derived based on score. Furthermore, we analyzed by grouping for similar keywords. The main analysis results are as follows. First, agricultural R&D trends are changing according to the introduction of new technologies and changes in the external environment. Second, keyword changes appeared with a time lag in the R&D step. The main keywords are changing in the order of basic research - applied research - development research. Third, the main keyword of agricultural R&D was 'rice.' However, the direction and purpose of the research were changing according to changes in the domestic and foreign agricultural environments.

The Impact of Ownership Concentration on Earnings Growth of Chinese Listed Firms: The Mediating Effect of R&D Investment (지분 집중도가 중국 상장기업의 수익 증가에 미치는 영향: R&D 투자의 매개효과)

  • Fu, JinHe;Liu, GuoFeng;Bae, Ki-Hyung
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.318-328
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    • 2022
  • The purpose of this study is to analyze the impact of ownership concentration and R&D investment on earnings growth of listed companies in China. For this purpose, this study utilized 14,196 samples from 2,366 Chinese listed companies using the WIND database and conducted empirical analysis by Python. The results of the analysis are as follows. First, the data shows that ownership concentration has a positive (+) impact on revenue growth of Chinese listed firms. Second, ownership concentration has a postive(+) impact on R&D investment of Chinese listed firms. Third, the survey shows that R&D investment has a positive (+) impact on revenue growth of Chinese listed firms. Fourth, the impact of R&D investment on earnings growth of Chinese listed firms has time lag effect. Fifth, R&D investment has a partial mediating effect in ownership concentration and earnings growth of Chinese listed firms. Based on these analytical results, this study proposes measures to promote firms' earnings increase by optimizing ownership concentration and increasing R&D investment in Chinese listed firms.

Differences in caries activity and cariogenic factors in children according to the characteristics of their area of residence (거주지역 특성에 따른 어린이의 우식활성과 우식유발요인의 차이)

  • Jung, Eun-Young;Lee, Kwang-Hee;Kim, Dae-Eop;Jung, Young-Suk
    • Journal of the korean academy of Pediatric Dentistry
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    • v.24 no.3
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    • pp.610-627
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    • 1997
  • The purpose of this study was to compare the caries activity and cariogenic factors in children in different residence areas. The subjects of the study were 268 kindergarten children who were selected from the downtown area(D), apartment area(A), suburban area(S), and rural area(R) in and around the city of Iksan, Korea. Caries activity was measured as past caries experience (dft index and dfs index) and salivary reductase activity (Resazurin Disc Test scores). Cariogenic factors were investigated by a questionnaire. The results were as follows: Reductase activity S > R > D > A dt index R, S > D, A ft index D - the highest dft index A - the lowest ds index R - the highest fs index D - the highest Toothbrushing frequency A - the highest, R - the lowest Toothbrushing before bed D, A > S, R Toothbrushing by parents S, R > A, D Sweets intake freqeuncy A - the highest, S - the lowest Distance to dental office D < A < S < R Dental treatment experience D - the highest, A - the lowest Flouride application rate D > S > R > A Sealant application rate D > A, S > R Birth order A, S > R, D Age D > S > R, A

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System Dynamics Modeling for the Allocation of National R&D Investment (국가 R&D 투자 배분에 관한 시스템 다이내믹스 모델링)

  • Kim, Dong-Hwan;An, Seung-Gu
    • Korean System Dynamics Review
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    • v.12 no.2
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    • pp.153-176
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    • 2011
  • This paper is a summary of how we constructed a national R&D investment model. Although a national R&D investment is an important decision making for the government as well as industries, currently there were little efforts on making a model reflecting governmental decision making on the individual size of national R&D. We constructed a simple national R&D model through discussion with 3 researchers who have rich experience of governmental investment of national R&D. In this paper, we tried to show how our simple R&D model can reflect the perception on the R&D efficiency that changes as the industry reach to its saturation level.

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A Study on the Methodologies of Economic Analysis for National R&D Program (국가 연구개발사업의 경제성분석 방법론 고찰 : 가치평가를 중심으로)

  • Rim, Myung Hwan
    • Journal of Information Technology Applications and Management
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    • v.21 no.4_spc
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    • pp.345-359
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    • 2014
  • Technological, policy and economic factors are both important variables in maximizing the results of a national R&D program and key indicators in evaluating an R&D program's eligibility for financial support. Economic analysis, in particular, is used when selecting R&D programs, setting priorities, and estimating economic effects. This paper examines a series of methodological issues related to the economic analysis of national R&D programs within the framework of the current preliminary feasibility evaluation system, and proposes alternative approaches to each of the issues discussed. The issues include the definition of R&D valuation and establishment of valuation factors; estimation of sales attributable to R&D investment; assessment of the total economic value of R&D as intellectual assets; estimation of R&D benefits and assumption of related to sales; and the application of discount rates based on the weighted average cost of capital. Finally, this study presents directions for future research on analytical procedures and methods of improving the reliability of the results of economic analysis within the national technology planning system.