Knowledge Management Systems Usage From The User's Perspective: The Influence Of Organizational Factors In Jordanian Banking Sector

Okour, Mohammad; Chong, Chin Wei; Asmawi, Arnifa; Akour, Mohammed

doi:10.1109/csit.2018.8486383

Cited by 1 publication

(1 citation statement)

References 32 publications

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“…The power of big data analytics lies in the ability to use massive amounts of data from diverse sources to identify opportunities and risks, providing organisations with a faster and more cost-effective way of making decisions and improving their business outcomes (Okour et al, 2018). However, to achieve this, the size and structure, as well as the support that management gives to sustain BDA, plays a significant role.…”

Section: Organisational Aspectsmentioning

confidence: 99%

Big Data Analytics Artefact for Outcome-Based Funding Prediction in South African Public Universities

Segooa,

Kalema

2023

International Journal of Service Science, Management, Engineering, and Technology

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This study designed a big data analytics artefact for the prediction of outcome-based funding (OBF) in South African public universities. Universities in South Africa (SA) are subsidized based on their performance known as OBF that is measured depending on the outputs from teaching, research, and engagements. OBF metrics are well documented; however, public universities fail to achieve the targets for higher scores. These failures are attributed to poor decision-making resulting from limited analysis of the voluminous data generated. This study used design science methodology to develop a big data analytics artefact for prediction of OBF outcomes. The artefact was evaluated for prediction using machine learning training and tested with data collected from South African universities. Findings indicated that for better prediction using big data analytics, system characteristics, size, structure, top management support, market, infrastructure, and government regulations factors play a significant role.

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Section: Organisational Aspectsmentioning

confidence: 99%