Gender Differences in Academic Staff Performance: An Advanced Analysis Using PLS-SEM in Higher Education

Ghilan Al-Madhagy Taufiq Hail, S. M. Yusof, M. Shakir, Maryam Juma Al Farsi, I. R. Al-Shamsi, Adel Sarea
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Abstract

This study aims to comprehensively explore the intricate dynamics among positive and negative emotions, self-efficacy, and task performance within the unique context of the Covid-19 pandemic in Bahrain, specifically placing emphasis on potential gender-related distinctions within the proposed relationships. The ongoing pandemic accentuates the need to investigate the interplay between emotional states, self-efficacy beliefs, and task performance in academic and teaching domains, especially considering potential gender variations within the framework of a society promoting gender equality. Employing a quantitative survey instrument and rigorous statistical techniques, the study validates its proposed model through indicators such as the coefficient of determination (R²) and predictive relevance (Q²). The diverse sample comprises academic and teaching staff of both genders from Bahrain. Advanced statistical methodologies, including Measurement Invariance (MICOM) and Multigroup Analysis (MGA) facilitated by SmartPLS PLS-SEM, provide deeper insights into gender disparities. Significantly contributing to existing knowledge, this paper elucidates the complex relationships among emotions, self-efficacy, and task performance amid a crisis, with a distinctive focus on meticulously investigating gender differences. The study underscores the consistent positive impact of positive emotions on task performance across genders in Bahrain. Recommendations advocate for prioritizing support for academic and teaching staff during crises, emphasizing the positive impact on academic outcomes. Future research should explore demographic intricacies and potential mediating or moderating factors, deepening the comprehension of these complex dynamics. Highlighting the cascading impact of prioritizing the well-being and morale of academic and teaching staff, the study envisions a positive transformation resonating across various facets of society, extending beyond the confines of academia. Doi: 10.28991/ESJ-2024-SIED1-09 Full Text: PDF
教学人员绩效的性别差异:高等教育中使用 PLS-SEM 的高级分析
本研究旨在全面探讨在巴林 Covid-19 大流行病的独特背景下,积极和消极情绪、自我效能感和任务绩效之间错综复杂的动态关系,特别强调在拟议关系中潜在的性别差异。大流行病的持续存在凸显了研究学术和教学领域中情绪状态、自我效能感信念和任务绩效之间相互作用的必要性,特别是考虑到在促进性别平等的社会框架内潜在的性别差异。本研究采用定量调查工具和严格的统计技术,通过判定系数(R²)和预测相关性(Q²)等指标来验证其提出的模型。不同的样本包括巴林的男女学术和教学人员。在 SmartPLS PLS-SEM 的帮助下,采用了先进的统计方法,包括测量不变量 (MICOM)和多组分析(MGA),对性别差异有了更深入的了解。本文阐明了危机中情绪、自我效能感和任务绩效之间的复杂关系,并重点细致地调查了性别差异,对现有知识做出了重要贡献。研究强调,在巴林,积极情绪对不同性别的任务绩效具有一致的积极影响。建议主张在危机期间优先为学术和教学人员提供支持,强调对学术成果的积极影响。未来的研究应探索人口统计学的复杂性和潜在的中介或调节因素,加深对这些复杂动态的理解。本研究强调了优先考虑学术和教学人员的福利和士气所产生的连带影响,并设想了一种积极的转变,这种转变将在社会的各个方面产生共鸣,并超越学术界的局限。Doi: 10.28991/ESJ-2024-SIED1-09 全文:PDF
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