Modeling the decision-making process of financial path transition from entrepreneur's perspective using a fuzzy cognitive mapping

Anji Benhamed, Said El Hajjar, Fatima Hamad Yaseen, Noamen Amara
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Abstract

PurposeThis study explores how entrepreneurs modify their financial path(s) and go beyond job security to attain greater financial freedom. The present work examines the cash-flow quadrant (CFQ) attributes and demonstrates the importance of the push-pull factors for an individual's quadrant transition in achieving financial freedom.Design/methodology/approachA hypothetical model and an abductive approach were used through regression models in a population sample of 260 Bahraini entrepreneurs. Fuzzy participatory cognitive mapping was also used to develop a conceptual model of financial path transition's decision making among entrepreneurs and study the impact of certain push-pull factors on the entrepreneurs' decisions.FindingsThe triangulated study identifies six categories of variables: financial freedom, workplace condition, independence, salary level, family life-building and retirement savings as key pull-push factors that significantly impact financial path transition's decision. Fuzzy cognitive mapping (FCM) extends our knowledge of the dynamics of CFQ transitions from a push-pull factor perspective. The results indicate no significant differences between the variables listed in the regression model and the fuzzy cognitive map model. Four categories of pull-push factors appeared as the entrepreneurs' top rankings when ordered by complexity, centrality scores and impact weight. These categories were workplace conditions, financial freedom, independence and salary level. The findings widen the scope of knowledge of each quadrant and rationalize how and why such factors impact quadrant decisions among Bahraini entrepreneurs.Originality/valueMany studies discuss the CFQ model and consider its quadrants a specific method for identifying a unique financial path to generate income. A shifting quadrant occurs when individuals want to change their financial path and move beyond job security to achieve more financial freedom. Although this transition is well-established in the literature, the factors accounting for the individual's transition across quadrants have not received enough attention. This study fills this gap and calls for more in-depth investigations of this area to better understand the dynamics of CFQ transitions from a push-pull factor perspective.
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运用模糊认知映射对企业家视角下的财务路径转换决策过程进行建模
本研究探讨企业家如何改变他们的财务路径,超越工作保障,以获得更大的财务自由。本研究考察了现金流象限(CFQ)属性,并证明了推拉因素对个人实现财务自由的象限过渡的重要性。设计/方法/方法通过回归模型对260名巴林企业家的人口样本使用假设模型和溯因方法。利用模糊参与式认知映射建立了企业家财务路径转换决策的概念模型,并研究了某些推挽因素对企业家决策的影响。这项三角研究确定了六类变量:财务自由、工作环境、独立性、工资水平、家庭生活建设和退休储蓄,它们是显著影响财务路径转换决策的关键拉动因素。模糊认知映射(FCM)从推拉因素的角度扩展了我们对CFQ转换动力学的认识。结果表明,回归模型中所列变量与模糊认知图模型之间无显著差异。当按复杂性、中心性得分和影响权重排序时,四类拉动因素出现在企业家的最高排名中。这些类别包括工作条件、财务自由、独立性和工资水平。这些发现扩大了每个象限的知识范围,并合理化了这些因素如何以及为什么影响巴林企业家的象限决策。许多研究讨论了CFQ模型,并认为其象限是确定产生收入的独特财务路径的特定方法。当个人想要改变他们的财务路径,超越工作保障以获得更多的财务自由时,就会出现转移象限。尽管这种转变在文献中已经得到了证实,但导致个体跨象限转变的因素并没有得到足够的重视。本研究填补了这一空白,并呼吁对这一领域进行更深入的研究,以更好地从推拉因子的角度理解CFQ转换的动态。
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来源期刊
World Journal of Science Technology and Sustainable Development
World Journal of Science Technology and Sustainable Development GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY-
CiteScore
5.50
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