DOI QR코드

DOI QR Code

Analysis of the Impact of Investment in National Fishing Ports on Fishery Income Opportunities Using the Propensity Score Matching Difference-in-difference Method

국가어항 투자의 어업소득 기회 영향 분석: 성향점수매칭 이중차분법을 이용하여

  • Kim, Bong-Tae (Division of Marine & Fisheries Business and Economics, College of Fisheries Sciences, Pukyong National University)
  • 김봉태 (부경대학교 수산과학대학 해양수산경영경제학부)
  • Received : 2022.05.24
  • Accepted : 2022.09.29
  • Published : 2022.09.30

Abstract

This study analyzed the performance of the national fishing port development project, which lacked ex-post impact evaluation despite a lot of investment in terms of fishery income opportunities. Using micro data from the Census of Agriculture, Forestry, and Fisheries, the sales amount of fishery products and the proportion of fishery-related businesses were used as performance indicators. The fishery households in the fishing port area (treatment group) and those not in the area (control group) were classified through data pre-processing, and factors unrelated to the fishing ports were controlled using the propensity score matching difference-in-difference method. The analysis target is six fishing ports with large investment in from 2010 to 2014. As a result of the analysis, it was confirmed that the sales of fishery products increased significantly in four of the six fishing ports, and the proportion of fishery-related businesses increased in two fishing ports. The analysis method of this study can be fully utilized in the evaluation of the Fishing Community New Deal 300 Project, which is in need of performance analysis.

Keywords

Acknowledgement

이 논문은 2019학년도 부경대학교의 지원을 받아 수행된 연구임(C-D-2019-1029).

References

  1. 강민권.이진이(2022), "장애인연금 수급에 따른 소득, 지출, 빈곤 영향 분석 : 성향점수매칭(PSM)과 이중차이(DID) 결합모형을 중심으로", 장애인복지연구, 13(1), 110-142. https://doi.org/10.36064/KODDI.2022.13.1.005
  2. 기획예산처(2007), "국가어항 개발방식 전면 개편", 보도자료(2007. 4. 20.).
  3. 김국현.나승일(2020), "성향점수매칭(PSM)과 이중차분법(DID)을 활용한 특성화전문대학육성(SCK)사업 효과성 분석", 직업과 자격 연구, 9(1), 137-164.
  4. 농림수산식품부(2009), 국가어항개발사업 모니터링 조사 보고서.
  5. 박상우 외(2021a), 어촌지역 사회경제변화 장기추적 조사체계 연구, 경제.인문사회연구회.
  6. 박상우 외(2021b), 어촌의 공간적 기준에 대한 연구, 해양수산부.
  7. 박상우.이상규(2016), 어항개발사업의 지표개발에 관한 연구, 한국해양수산개발원.
  8. 신광근.김정인(2022), "성향점수매칭(PSM)과 이중차분법(DID)을 활용한 환경기술개발사업의 기업지원 효과 분석", 환경정책, 30(2), 1-27.
  9. 이석민(2018), R과 STATA를 이용한 평가방법론, 법문사.
  10. 전익수(2019), "정부 정책이 귀농인 가구소득에 미친 효과 분석", 농촌경제, 42(1), 103-135. https://doi.org/10.36464/JRD.2019.42.1.005
  11. 정해일.이상열(2021), "성향점수매칭(PSM)과 이중차분법(DID)을 활용한 정부 지원 경영컨설팅 사업의 효과 분석", 회계와 정책연구, 26(2), 237-260.
  12. 한국개발연구원(2006), 국가어항건설사업, 재정사업 심층평가 보고서.
  13. 해양수산부 어촌어항관리시스템, 2022년 5월 10일 접속(https://naraport.mof.go.kr/)
  14. Heckman, J. J., Ichimura, H. and Todd, P. E. (1997), "Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme", Review of Economic Studies, 64, 605-654. https://doi.org/10.2307/2971733
  15. Villa, J. M. (2016), "diff: Simplifying the estimation of difference-in-differences treatment effects", The Stata Journal, 16(1), 52-71. https://doi.org/10.1177/1536867X1601600108