在农民生产企业中对社会资本的数据驱动分析
Aishwarya Jayaraman1, Palaniappan Ramu1, Sudhir Chella Rajan2
1Advanced Design, Optimization, and Probabilistic Techniques laboratory, Department of Engineering Design, Indian Institute of Technology Madras, Tamil Nadu, India.
Heliyon
|July 14, 2023
概括
农民生产企业 (FPC) 可以通过利用社会资本来提高业务增长. 了解社会联系,领导和参与是FPC提高会员福利和绩效的关键.
科学领域:
- 农业经济学 农业经济学
- 社会学 社会学 社会学
- 企业管理 企业管理
背景情况:
- 农产品公司 (FPC) 是印度由成员领导的农业企业,对有组织的农业和营销至关重要.
- 社会资本在农民集体 (如FPC) 的表现中的作用是不够研究的.
- 了解FPC如何利用社会关系来促进业务增长至关重要.
研究的目的:
- 检查社会资本对FPC成员集团的收益和业务业绩的影响.
- 确定影响FPC成功的社会资本的关键因素.
- 为FPC利益相关者和政策制定者提供见解.
主要方法:
- 经验分析了两个不同的FPC,其策略和联系各不相同.
- 使用自组织地图 (SOM),无监督的人工神经网络 (ANN) 的数据可视化和集群分析.
- 评估社会联系,领导,参与和地理因素.
主要成果:
- 预先存在的社会关系显著地影响了FPC中的福利实现和业务业绩.
- 领导力,参与小组活动和地理接近对于FPC成功至关重要.
- 在新兴的FPC中,自下而上的方法对于发展强大的供应链联系至关重要.
结论:
- 社会资本是农民生产企业成功的关键决定因素.
- FPC应优先考虑加强社会联系和促进成员参与的干预措施.
- 新制度模式的政策框架应纳入社会资本的作用.
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