Mapping the landscape of female entrepreneurship in Africa: trends, networks and hot topic through text mining techniques

Abel Dula Wedajo, Shagufta Tariq Khan, Mohd Abass Bhat, Yousuf Mohamed Zahran Al Balushi
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Abstract

Purpose The study examines the characteristics and development trends of female entrepreneurship publications, cooperation networks between countries, journals and individuals, intellectual structure of female entrepreneurship studies in Africa and hot research topics. Future comparative studies in different contexts and interdisciplinary collaboration can enrich the understanding about female entrepreneurship research. Design/methodology/approach The authors used text mining to analyze 130 peer-reviewed articles published from 1975 to 2022 for keywords and classify them into eight main classes: (1) Paradoxical space and informality, (2) work–family conflict, (3) women's entrepreneurial identity and networking, (4) rural women's entrepreneurial activities in the agricultural sector, (5) religious belief and women's entrepreneurial practice, (6) financial trap and environmental challenges, (7) women's entrepreneurial intentions and capacity building and (8) women in cultural entrepreneurship. Findings Female entrepreneurship publications develop significantly. Since 1975, African female entrepreneurship study has grown. Results show 130 publications from 1975 to 2023, with two papers published yearly in 2006–2011 and 23 in 2023, indicating growing interest. Paradoxical space and informality, work–family conflict, women's entrepreneurial identity and networking, religious belief and practice, financial trap and environmental challenges and entrepreneurial intentions and capacity building were hot topics identified by topic modeling analysis. Practical implications Female entrepreneurs have looser intellectual networks. Nation, organization and researcher communication is inadequate. Collaborating researchers from different universities and countries may develop the field. Originality/value This study is more data-driven and less biased than earlier reviews because it is based on thousands of citation data rather than a small number of papers pre-selected by the researchers. Displaying the field's structure and evolution enhances previous reviews.
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绘制非洲女性创业的景观:通过文本挖掘技术绘制趋势、网络和热门话题
本研究考察了非洲女性创业出版物的特点和发展趋势、国家、期刊和个人之间的合作网络、非洲女性创业研究的知识结构和热点研究课题。未来不同背景下的比较研究和跨学科合作可以丰富对女性创业研究的认识。作者使用文本挖掘方法分析了从1975年到2022年发表的130篇同行评议文章的关键词,并将其分为8大类:(1)矛盾空间与非正式性、(2)工作家庭冲突、(3)女性创业身份与网络、(4)农村女性在农业领域的创业活动、(5)宗教信仰与女性创业实践、(6)金融陷阱与环境挑战、(7)女性创业意愿与能力建设、(8)女性在文化创业中的作用。女性创业类出版物发展显著。自1975年以来,非洲女性创业研究不断发展。结果显示,从1975年到2023年发表了130篇论文,2006-2011年每年发表2篇论文,2023年每年发表23篇论文,表明人们的兴趣越来越大。通过主题建模分析,发现女性创业认同与网络、矛盾空间与非正式性、工作与家庭冲突、宗教信仰与实践、财务陷阱与环境挑战、创业意图与能力建设等热点问题。女性企业家的知识网络较为松散。国家、组织和研究人员沟通不足。来自不同大学和国家的合作研究人员可以开发该领域。原创性/价值本研究比之前的综述更受数据驱动,更少偏见,因为它是基于成千上万的引用数据,而不是研究人员预先选择的少数论文。显示该领域的结构和演变增强了以前的评论。
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