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    기관의 성과, 수요분석 및 사후 논의 = Study on Institutional Performance, and Demand Analysis and Follow-up Discussions

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    https://www.riss.kr/link?id=A108904448

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    (Purpose) This study analyzed the efficiency/productivity of Autonomous County C by applying the Data Envelopment Analysis(DEA) & Malmquist Productivity Index(MPI) technique. In addition, institutional demand was predicted through big data and issue keyword & network analysis.
    (Design/methodology/approach) Analysis indicators include the number of public officials, department budget, civil complaint processing, number of documents produced, number of meetings and committee operations, and amount of overtime. Keyword indicators include Autonomous County C, administrative environment, and demand. The analysis period is from January 1, 2020 to May 31, 2023.
    (Findings) The research results are summarized as follows. First, C County's DEA efficiency is 90%, and 15 out of 26 departments (57.7%) are above average. The MPI index fell by more than 20% in 2022/2023. Second, major issues in C County include agriculture, tourism and festivals, medical care and welfare, residential environment, public health, population and regional extinction, and local economy. The network is connected to rural economy, housing welfare, living environment, population and regional extinction, regional economy, etc. Third, in the post analysis, C County's appropriate size will achieve optimal efficiency through manpower and budget adjustments. In addition, there is a need to increase efficiency by considering C County's lifelong learning and education, cultural tourism, welfare, jobs, and attracting businesses.
    (Research implications or Originality) The implications of the study are as follows. C County must strive to improve the internal and external environments, policy changes, and technological development. Next, C County is expected to see increased future demand related to festivals, tourism development, parking and accommodations, storytelling, and contents.
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    (Purpose) This study analyzed the efficiency/productivity of Autonomous County C by applying the Data Envelopment Analysis(DEA) & Malmquist Productivity Index(MPI) technique. In addition, institutional demand was predicted through big data and issue k...

    (Purpose) This study analyzed the efficiency/productivity of Autonomous County C by applying the Data Envelopment Analysis(DEA) & Malmquist Productivity Index(MPI) technique. In addition, institutional demand was predicted through big data and issue keyword & network analysis.
    (Design/methodology/approach) Analysis indicators include the number of public officials, department budget, civil complaint processing, number of documents produced, number of meetings and committee operations, and amount of overtime. Keyword indicators include Autonomous County C, administrative environment, and demand. The analysis period is from January 1, 2020 to May 31, 2023.
    (Findings) The research results are summarized as follows. First, C County's DEA efficiency is 90%, and 15 out of 26 departments (57.7%) are above average. The MPI index fell by more than 20% in 2022/2023. Second, major issues in C County include agriculture, tourism and festivals, medical care and welfare, residential environment, public health, population and regional extinction, and local economy. The network is connected to rural economy, housing welfare, living environment, population and regional extinction, regional economy, etc. Third, in the post analysis, C County's appropriate size will achieve optimal efficiency through manpower and budget adjustments. In addition, there is a need to increase efficiency by considering C County's lifelong learning and education, cultural tourism, welfare, jobs, and attracting businesses.
    (Research implications or Originality) The implications of the study are as follows. C County must strive to improve the internal and external environments, policy changes, and technological development. Next, C County is expected to see increased future demand related to festivals, tourism development, parking and accommodations, storytelling, and contents.

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    참고문헌 (Reference)

    1 감미아 ; 송민, "텍스트 마이닝을 활용한 신문사에 따른 내용 및 논조 차이점 분석" 한국지능정보시스템학회 18 (18): 53-77, 2012

    2 송건섭, "지방정부의 성과추적조사 및 평가기법 구축 연구 : 행정수요 예측모형 개발과 적용" 한국비교정부학회 27 (27): 1-22, 2023

    3 이혜영, "지방정부 성과평가 대상에 관한 연구: 지방자치단체 합동평가의 평가대상을 중심으로" 한국공공관리학회 27 (27): 21-45, 2013

    4 서재호, "지방자치단체의 기능별 행정기구 변화에 대한 연구 : 행정수요와 지방자치제도 변화의 영향을 중심으로" (재) 한국지방행정연구원 25 (25): 125-154, 2011

    5 고경훈, "정책과정의 관점에서 바라본 Governance에 관한 연구 -Best-value 제도를 중심으로-" 한국지방자치학회 24 (24): 5-36, 2012

    6 송건섭, "정부의 통합성과와 추적조사에 관한 경험적 연구: Malmquist 지수를 활용한 성과역량 측정" 대한지방자치학회 22 (22): 203-225, 2021

    7 심준섭, "언어네트워크분석 기법을 활용한 갈등 프레임의 분석" 한국행정연구원 20 (20): 183-212, 2011

    8 박로경 ; 김진한, "국내은행의 효율분석: DEA, FDH, Malmquist 지수의 비교분석" 한국국제경제학회 8 (8): 177-201, 2002

    9 김수현 ; 이영준 ; 신진영 ; 박기영, "거시경제 분석을 위한 텍스트 마이닝" 한국경제의 분석패널 26 (26): 1-70, 2020

    10 Hearst, M. A., "Untangling text data mining" 3-10, 1999

    1 감미아 ; 송민, "텍스트 마이닝을 활용한 신문사에 따른 내용 및 논조 차이점 분석" 한국지능정보시스템학회 18 (18): 53-77, 2012

    2 송건섭, "지방정부의 성과추적조사 및 평가기법 구축 연구 : 행정수요 예측모형 개발과 적용" 한국비교정부학회 27 (27): 1-22, 2023

    3 이혜영, "지방정부 성과평가 대상에 관한 연구: 지방자치단체 합동평가의 평가대상을 중심으로" 한국공공관리학회 27 (27): 21-45, 2013

    4 서재호, "지방자치단체의 기능별 행정기구 변화에 대한 연구 : 행정수요와 지방자치제도 변화의 영향을 중심으로" (재) 한국지방행정연구원 25 (25): 125-154, 2011

    5 고경훈, "정책과정의 관점에서 바라본 Governance에 관한 연구 -Best-value 제도를 중심으로-" 한국지방자치학회 24 (24): 5-36, 2012

    6 송건섭, "정부의 통합성과와 추적조사에 관한 경험적 연구: Malmquist 지수를 활용한 성과역량 측정" 대한지방자치학회 22 (22): 203-225, 2021

    7 심준섭, "언어네트워크분석 기법을 활용한 갈등 프레임의 분석" 한국행정연구원 20 (20): 183-212, 2011

    8 박로경 ; 김진한, "국내은행의 효율분석: DEA, FDH, Malmquist 지수의 비교분석" 한국국제경제학회 8 (8): 177-201, 2002

    9 김수현 ; 이영준 ; 신진영 ; 박기영, "거시경제 분석을 위한 텍스트 마이닝" 한국경제의 분석패널 26 (26): 1-70, 2020

    10 Hearst, M. A., "Untangling text data mining" 3-10, 1999

    11 Shephard, R. W, "Theory of Cost and Production Functions" Princeton University Press 1970

    12 Farrell, M. J., "The Measurement of Productivity Efficiency, Journal of the Royal Statistical Society" 120 : 253-281, 1957

    13 Caves, D., "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity" 50 : 1393-1414, 1982

    14 Poister, T.H., "Strategic Management in the Public Sector" 22 (22): 308-325, 1999

    15 Banker, R. D., "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis" 30 : 1078-1092, 1984

    16 Doerfel, M. L., "Semantic networks and competition : Election year winners and losers in US televised presidential debates, 1960–2004" 60 (60): 201-218, 2009

    17 Poister, Theodore H., "Performance Monitoring" D.C. Health & Co 1983

    18 Aigner, D. J., "On Estimating the Industry Production Function" 58 : 824-839, 1968

    19 Charnes, A., "Measuring the Efficiency of Decision Making Units" 2 : 429-444, 1978

    20 Fӓre, R., "Data Envelopment Analysis: Theory, Methodology, and Applications" Kluwer Academic Publications 253-272, 1995

    21 Ra, Huimoon, "A Study on the Strategy for the Re-establishment and Effectiveness of the Agency-Specific Projects of the Korea Research Foundation" National Research Foundation of Korea 2022

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