지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems Vol.22 No.3
- 발행연도
- 2023.9
- 수록면
- 244 - 258 (15page)
- DOI
- 10.7232/iems.2023.22.3.244
이용수
초록· 키워드
오류제보하기
This work identifies the key factors affecting the substitution of rice with sugarcane production in Thailand. We collected primary data from 223 farmers in a targeted area of Chachoengsao, Lopburi, and Saraburi Provinces. To determine the most important factors using stepwise and PCA in logistic regression approaches, aspects such as physical and crop characteristics, socioeconomic indicators, and personal perspectives were examined. Our stepwise selection procedure with a 95% confidence interval revealed that 9 out of the 38 features were retained for Area 1 and a total of 12 features were retained for Area 2. From using PCA in logistic regression, the knowledge of sugarcane farming and the cost of sugarcane farming were the top features of encourage and inhibit factors in the choice to switch crops in Area 1. Conversely, rice farmers in Area 2 base their decisions predominantly on their knowledge of sugarcane farming while the adaption of sugarcane production technology contributed to the farmers" concerns about the switching. Finally, to capture farmers’ financial considerations, the cost structure and net present value of profits corresponding to sugarcane farming yield 5–6 times more net profit in NPV than rice farming.
목차
ABSTRACT
1. INTRODUCTION
2. RELATED WORK
3. MATERIALS AND METHODS
4. RESULTS
5. DISCUSSION
REFERENCES
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