领导力在构建数据分析、可视化和商业智能基础中的作用

Mwirigi Kiula, E. Waiganjo, J. Kihoro
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引用次数: 2

摘要

2018年完成的一项关于肯尼亚共和国高等教育中领导力编排对电子就绪程度影响的研究表明,在所选领导力指标上的领导力表现与机构的数字时代就绪程度之间存在相关性。这种相关性是否也适用于采用基于证据的决策,从而应用数据分析、可视化和商业智能?采用横断面调查设计。定量数据是通过简单随机抽样的方式,在有目的地选择的9所大学进行在线问卷调查。围绕过程和数据,向参与者提出了七个关键问题。通过焦点小组讨论和访谈获得定性数据。Pearson矩相关系数和双变量回归分析。定性资料采用内容分析。7个项目中有6个观察到显著相关。结果表明,制度视角下的过程绩效和循证决策与领导编排相关。在数字时代,数据分析、可视化和商业智能的有效采用和应用取决于机构的领导力。为了利用数据分析、可视化和商业智能的力量来提高肯尼亚高等教育的质量和生产力,建议将高等教育的领导力重新定位为基于证据的决策和数据驱动的文化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Role of Leadership in Building the Foundations for Data Analytics, Visualization and Business Intelligence
A study on the influence of leadership orchestration on e-readiness accession in higher education in the Republic of Kenya concluded in 2018 showed that there is a correlation between the leadership performance on selected leadership indices and the institution’s digital age readiness. Does this correlation also apply to adoption of evidence-based decision-making and, thus, application of data analytics, visualization and business intelligence? Cross-sectional survey design was employed. Quantitative data was collected through simple random sampling using an online questionnaire in nine purposively selected universities. Seven key questions formulated around process and data were posed to the participants. Qualitative data was obtained using focus group discussion and interviews. Pearson Moment Co-efficient of Correlation and bivariate regression were done. Content analysis was applied on the qualitative data. Significant correlation was observed with six out of seven items. It is concluded that institutional perspective on process performance and evidence-based decision-making is correlated with leadership orchestration. Effective adoption and application of data analytics, visualization and business intelligence in the digital age is dependent on institutional leadership. Recommendation is made to re-orient leadership in higher education to evidence-based decision-making and data-driven culture in order to harness the power of data analytics, visualization and business intelligence to improve the quality and productivity of higher education in Kenya.
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