Exploring the mindsets and behaviours necessary for cultivating data-driven decision making within an organisation

dc.contributor.authorJacobs, Jef Andreas
dc.contributor.supervisorNgubane, Samukelo
dc.contributor.supervisorWotela, Kambidima
dc.date.accessioned2024-10-14T13:03:05Z
dc.date.available2024-10-14T13:03:05Z
dc.date.issued2021
dc.descriptionA research report presented in partial fulfillment for the degree of Master of Business Administration to the Faculty of Commerce, Law, and Management, University of the Witwatersrand, Johannesburg 2021
dc.description.abstractThe advancement of data storage and processing technologies and the exponential growth in data generated by online activity and smart devices has stimulated a desire by organisations to be more data-driven in their decision making. Adopting a data-driven approach to decision making is associated with improved organisation performance and innovation. However, most organisations are struggling to realise these benefits because crafting clear data use strategies and cultivating a culture of data-driven decision making appears to be more challenging than investing in relevant technologies or implementing organisational processes. Given this situation, the purpose of this study is to investigate the mindsets and associated behaviours of leaders and their teams who are successfully leveraging data to improve market competitiveness or impact. Using a qualitative research strategy and semi-structured interview processes with six experienced professionals, this research paper identifies six mindsets and associated behaviours that senior decision makers should adopt to help overcome the common people related challenges that hinder effective data-driven decision making in organisations. Prime examples include senior leaders as data advocates who communicate and reflect of data-driven decisions and leaders who encourage quick experimentation with an openness to failure. Based on these findings the study recommends that senior decision makers, working in organisations that have invested in data related technologies and skills, acknowledge that their attitudes and behaviours have a direct impact on how successful any data strategy and investment will be. These influential leaders or managers need to understand and believe in the data- driven decision making process and they need to ensure the implementation of key activities that ensure informed actions are eventually taken on the back of data collected. Research in this field mostly predominantly discusses issues related to numerical techniques, technological innovations and studies around impact. This study contributesto the current body of knowledge by investigating leadership and managerial aspects of data use or Big Data in organisational decision making
dc.description.submitterMM2024
dc.facultyFaculty of Commerce, Law and Management
dc.identifier.citationJacobs, Jef Andreas. (2021). Exploring the mindsets and behaviours necessary for cultivating data-driven decision making within an organisation [Master’s dissertation, University of the Witwatersrand, Johannesburg]. WireDSpace.
dc.identifier.urihttps://hdl.handle.net/10539/41561
dc.language.isoen
dc.publisherUniversity of the Witwatersrand, Johannesburg
dc.rights© 2021 University of the Witwatersrand, Johannesburg. All rights reserved. The copyright in this work vests in the University of the Witwatersrand, Johannesburg. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of University of the Witwatersrand, Johannesburg.
dc.rights.holderUniversity of the Witwatersrand, Johannesburg
dc.schoolWITS Business School
dc.subjectLeadership
dc.subjectBig Data
dc.subjectData analytics
dc.subjectDecision making
dc.subjectBehaviours
dc.subjectMindset
dc.subjectData-driven
dc.subjectData-driven calture
dc.subjectUCTD
dc.subject.otherSDG-8: Decent work and economic growth
dc.titleExploring the mindsets and behaviours necessary for cultivating data-driven decision making within an organisation
dc.typeDissertation

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