Improve Decision Making Towards Universities Performance Through Big Data Analytics

Segooa, Mmatshuene Anna; Kalema, Billy Mathias

doi:10.1109/icabcd.2018.8465132

2018 International Conference on Advances in Big Data, Computing and Data Communication Systems (icABCD) 2018

DOI: 10.1109/icabcd.2018.8465132

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Improve Decision Making Towards Universities Performance Through Big Data Analytics

Mmatshuene Anna Segooa

Billy Mathias Kalema

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2022

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Big data, oriented-organizational culture, and business performance: A socio-technical approach

Aseeri

Kang

2022

Problems and Perspectives in Management

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This paper experimentally examines the impact of oriented-organizational culture that could support big data analytics (BDA) in higher education institutions (HEIs) in Saudi Arabia. Specifically, this study analyzed the effect of oriented-organizational culture (OC) on big data tasks (BDTs) toward improving decision-making (DM) and organization performance (OP). The study hinged on the theory of socio-technical systems to investigate BDA elements in higher education decision-making in Saudi Arabia. The analysis was conducted using a quantitative survey research design where data were collected from 270 IT staff working in Saudi Arabian HEIs using Qualtrics. PLS-SEM was applied to validate the research data and explore the relationship between the proposed hypotheses. The findings show that oriented-organizational culture positively affected big data tasks, i.e., storing, analyzing, and visualizing. Similarly, oriented-organizational culture positively affects improving decision-making by top management in Saudi Arabian universities. OC also positively influences the performance of Saudi Arabian universities. Improving decision-making by top management has a positive impact on enhancing the overall university’s performance. However, big data tasks, i.e., storing, analyzing, and visualizing, negatively affect improving decision-making by top management in Saudi Arabian HEIs. One of the study limitations is the small sample size; future studies should include private and public universities to alter the expected outcomes. Additional technological elements, such as IT infrastructure at Saudi Arabia’s private and public HEIs, are recommended to be considered in future studies to establish the competence of respective IT infrastructure. AcknowledgmentThe authors wish to thank the Problems and Perspectives in Management Journal editors for their valuable time and assistance in improving the manuscript.

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Big data, oriented-organizational culture, and business performance: A socio-technical approach

Aseeri

Kang

2022

Problems and Perspectives in Management

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Improve Decision Making Towards Universities Performance Through Big Data Analytics

Cited by 1 publication

References 13 publications

Big data, oriented-organizational culture, and business performance: A socio-technical approach

Big data, oriented-organizational culture, and business performance: A socio-technical approach

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