影响锡金SHG女性成员微型创业的因素:倾向得分匹配方法

IF 1.9 Q2 ECONOMICS
Smriti Prasad, Manesh Choubey
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引用次数: 0

摘要

本文确定了社会经济因素和生计培训对激励妇女自助小组(SHG)成员微型创业的影响。设计/方法/方法本研究采用整群抽样程序,从锡金所有四个区抽取了416名女性SHG成员作为样本。运用多元二元logistic模型分析社会经济因素的影响,运用泊松回归分析培训对培养微型创业的影响。使用倾向评分匹配方法验证了结果,该方法纠正了样本中潜在的自我选择偏差。随后,通过协变量调整估计验证了该方法的鲁棒性。研究发现,“土地所有权规模”、“借款金额”、“成员年龄”、“收入和供养成员人数”、“参加小微企业的年数”以及“成员所属地区”对小微企业成员毕业有统计学意义的影响。此外,研究发现,参加生计培训方案的成员拥有的微型企业数量显著增加。独创性/价值这项研究的不同之处在于提供了经验证据,说明社会经济因素和生计培训如何刺激锡金SHG妇女的微型创业精神,这一点迄今尚未得到探索。此外,采用先进的计量经济学方法消除了参与培训可能存在的自我选择偏差,从而提供了可靠和稳健的结果。同行评议本文的同行评议历史可在:https://publons.com/publon/10.1108/IJSE-01-2023-0070
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Factors influencing micro-entrepreneurship among women SHG members of Sikkim: a propensity score matching approach
Purpose The paper identifies the influence of socio-economic factors and livelihood training in stimulating micro-entrepreneurship among women self-help group (SHG) members. Design/methodology/approach The study is based on a sample of 416 women SHG members drawn from all the four districts of Sikkim using cluster sampling procedure. A multivariate binary logistic model is used to find the impact of socio-economic factors, and a Poisson regression has been used to find the impact of training on fostering micro-entrepreneurship. The result is validated using a propensity score matching approach which corrects for the potential self-selection bias in the sample. Subsequently, a covariate adjustment estimator verifies the robustness of the approach. Findings The study finds that “size of landownership”, “amount of loan borrowed”, “member's age”, “number of earning and dependent members”, “number of years of SHG enrolment” as well as the “district to which the member belongs to” have a statistically significant influence on the graduation of SHG members to micro-entrepreneurs. Furthermore, it is found that members attending the livelihood training programmes had a significantly higher number of microenterprises. Originality/value The study differentiates itself by providing empirical evidence on how socio-economic factors and livelihood training stimulate micro-entrepreneurship among SHG women of Sikkim, which has so far remained unexplored. Moreover, advanced econometric method has been used to eliminate the possible self-selection bias involved with training participation and thereby provides reliable and robust results. Peer review The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-01-2023-0070
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来源期刊
CiteScore
3.20
自引率
5.30%
发文量
98
期刊介绍: The International Journal of Social Economics publishes original and peer-reviewed theoretical and empirical research in the field of social economics. Its focus is on the examination and analysis of the interaction between economic activity, individuals and communities. Social economics focuses on the relationship between social action and economies, and examines how social and ethical norms influence the behaviour of economic agents. It is inescapably normative and focuses on needs, rather than wants or preferences, and considers the wellbeing of individuals in communities: it accepts the possibility of a common good rather than conceiving of communities as merely aggregates of individual preferences and the problems of economics as coordinating those preferences. Therefore, contributions are invited which analyse and discuss well-being, welfare, the nature of the good society, governance and social policy, social and economic justice, social and individual economic motivation, and the associated normative and ethical implications of these as they express themselves in, for example, issues concerning the environment, labour and work, education, the role of families and women, inequality and poverty, health and human development.
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