Using entrepreneurial competencies and action to profile entrepreneurs: a CHAID analysis approach

IF 2 Q3 BUSINESS
Melodi Botha
{"title":"Using entrepreneurial competencies and action to profile entrepreneurs: a CHAID analysis approach","authors":"Melodi Botha","doi":"10.1108/jrme-07-2022-0091","DOIUrl":null,"url":null,"abstract":"\nPurpose\nEntrepreneurial trait and behaviour approaches are used to identify differing entrepreneurial profiles. Specifically, this study aims to determine which entrepreneurial competencies (ECs) can predict entrepreneurial action (EA) for distinct profiles, such as male versus female, start-up versus established and for entrepreneurs within different age groups and educational levels.\n\n\nDesign/methodology/approach\nThe research was conducted using a survey method on a large sample of 1,150 South African entrepreneurs. Chi-squared automatic interaction detection (CHAID) algorithms were used to build decision trees to illustrate distinct entrepreneurial profiles.\n\n\nFindings\nEach profile has a different set of ECs that predict EA, with a growth mindset being the most significant predictor of action. Therefore, this study confirms that a “one-size-fits-all” approach cannot be applied when profiling entrepreneurs.\n\n\nResearch limitations/implications\nFrom a pedagogical standpoint, different combinations of these ECs for each profile provide priority information for identification of appropriate candidates (e.g. the highest potential for success) and training initiatives, effective pedagogies and programme design (e.g. which individual ECs should be trained and how should they be trained).\n\n\nOriginality/value\nPrevious work has mostly focused on demographic variables and included a single sample to profile entrepreneurs. This study maintains much wider applicability in terms of examining profiles in a systematic way. The large sample size supports quantitative analysis of the comparisons between different entrepreneurial profiles using unconventional analyses. Furthermore, as far as can be determined, this represents the first CHAID conducted in a developing country context, especially South Africa, focusing on individual ECs predicting EA.\n","PeriodicalId":45322,"journal":{"name":"Journal of Research in Marketing and Entrepreneurship","volume":"25 5","pages":""},"PeriodicalIF":2.0000,"publicationDate":"2023-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Research in Marketing and Entrepreneurship","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/jrme-07-2022-0091","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose Entrepreneurial trait and behaviour approaches are used to identify differing entrepreneurial profiles. Specifically, this study aims to determine which entrepreneurial competencies (ECs) can predict entrepreneurial action (EA) for distinct profiles, such as male versus female, start-up versus established and for entrepreneurs within different age groups and educational levels. Design/methodology/approach The research was conducted using a survey method on a large sample of 1,150 South African entrepreneurs. Chi-squared automatic interaction detection (CHAID) algorithms were used to build decision trees to illustrate distinct entrepreneurial profiles. Findings Each profile has a different set of ECs that predict EA, with a growth mindset being the most significant predictor of action. Therefore, this study confirms that a “one-size-fits-all” approach cannot be applied when profiling entrepreneurs. Research limitations/implications From a pedagogical standpoint, different combinations of these ECs for each profile provide priority information for identification of appropriate candidates (e.g. the highest potential for success) and training initiatives, effective pedagogies and programme design (e.g. which individual ECs should be trained and how should they be trained). Originality/value Previous work has mostly focused on demographic variables and included a single sample to profile entrepreneurs. This study maintains much wider applicability in terms of examining profiles in a systematic way. The large sample size supports quantitative analysis of the comparisons between different entrepreneurial profiles using unconventional analyses. Furthermore, as far as can be determined, this represents the first CHAID conducted in a developing country context, especially South Africa, focusing on individual ECs predicting EA.
利用创业能力和行动剖析创业者:CHAID 分析方法
目的:采用创业特征和行为方法来识别不同的创业特征。具体而言,本研究旨在确定哪些创业能力(ECs)可以预测不同背景下的创业行为(EA),如男性与女性、初创企业与成熟企业,以及不同年龄组和教育水平的企业家。设计/方法/方法本研究采用调查方法对1,150名南非企业家进行了大样本调查。使用卡方自动交互检测(CHAID)算法构建决策树,以说明不同的创业概况。findingsearch profile有一组不同的ec来预测EA,其中成长心态是最重要的行动预测因素。因此,本研究证实,在对企业家进行分析时,不能采用“一刀切”的方法。研究的局限/意义从教学的角度来看,每一种背景下不同的环境教育组合提供了优先信息,以确定合适的候选人(例如,最具成功潜力的候选人)和培训措施、有效的教学方法和课程设计(例如,哪些环境教育学生应该接受培训,以及如何培训他们)。原创性/价值以前的研究主要集中在人口统计变量上,并包括一个单独的样本来分析企业家。这项研究在以系统的方式检查剖面方面具有更广泛的适用性。大样本量支持使用非常规分析对不同创业概况的比较进行定量分析。此外,就可以确定的而言,这是第一次在发展中国家,特别是南非进行的CHAID,重点关注预测EA的个别ECs。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
3.00
自引率
36.80%
发文量
23
期刊介绍: The Journal of Research in Marketing and Entrepreneurship (JRME) publishes research that contributes to our developing knowledge of entrepreneurial and small business marketing. Even though research into the relationship between marketing and entrepreneurship is still relatively young, the subject has thus far proved exciting and thought provoking, and critical thinking has progressed rapidly.The journal stands at the interface of research in marketing and entrepreneurship. Coverage may include, but is not limited to: -The size and structure of the entrepreneurial enterprise. -SMEs and micro businesses approach marketing -Intrapreneurship -The role of entrepreneurship in marketing -The role of marketing in entrepreneurship -How do successful entrepreneurs market their product and services? -Competencies necessary for the successful entrepreneur -The role of entrepreneurship (and, as appropriate, intrapreneurship) in the development of organizations -Life cycles of organizations: the stages in the growth of firms and the analysis of critical episodes -The influence of external help, support, and personal contact networks -Opportunity recognition -Relationships between SMEs and larger firms: how SMEs interact successfully with larger firms and how these larger firms in turn manage their relationships with SMEs -Strategic and management issues that pertain to marketing -Cultural and sociological perspectives of the entrepreneur -Cross-cultural studies and work on developing economies -Appropriate research methodologies
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信