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Expert review on big data analytics quality model in enhancing healthcare organizational performance


Citation

Mohd Nasir, Wan Mohd Haffiz and Jusoh, Yusmadi Yah and Abdullah, Rusli and Abdullah, Salfarina (2023) Expert review on big data analytics quality model in enhancing healthcare organizational performance. In: 2023 9th International Conference on Information Management (ICIM 2023), 17-19 Mar. 2023, Oxford, United Kingdom. (pp. 13-18).

Abstract

Big Data Analytics implementation in healthcare can provide an end-to-end solution with better information value insights. This paper will highlight expert opinion in verifying the quality factors in big data analytics (BDA) that affect the performance of healthcare organizations and present the findings in developing the BDA quality model. This expert verification study was carried out through hybrid approach sessions either face-to-face or by virtual online meetings with two academicians, two specialists, one data scientist, two subject matter experts, and also as BDA expert, one industry expert, one senior ICT Director involve in healthcare, and one content validity expert. All the experts have a vast experience and implementation of BDA in healthcare. The results of these exercises have confirmed and verified ten BDA quality factors which consist of reliability, accuracy, completeness, timeliness, format, accessibility, usability, maintainability, and portability were commensurate with the research model. The analysis of this expert verification study has been done through descriptive analysis such as frequency, mean, and standard deviation. The pilot study will be commenced once the verification process and analysis are completed and the BDA quality model will be validated later through actual study.


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Official URL or Download Paper: https://ieeexplore.ieee.org/document/10145081

Additional Metadata

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculty of Computer Science and Information Technology
DOI Number: https://doi.org/10.1109/ICIM58774.2023.00009
Publisher: IEEE
Keywords: Expert review; Big data analytics; Quality factors; Healthcare; Organizational performance
Depositing User: Ms. Nuraida Ibrahim
Date Deposited: 28 Sep 2023 05:10
Last Modified: 28 Sep 2023 05:10
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/ICIM58774.2023.00009
URI: http://psasir.upm.edu.my/id/eprint/37638
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