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Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA
Mini Dissertation (MBA)--University of Pretoria, 2018.
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| Format: | Thesis |
| Language: | English |
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University of Pretoria
2019
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| _version_ | 1867613435355725824 |
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| access_status_str | Open Access |
| author2 | Chiba, Manoj |
| author_browse | Chiba, Manoj |
| author_facet | Chiba, Manoj |
| collection | Thesis |
| dc_rights_str_mv | © 2019 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. |
| description | Mini Dissertation (MBA)--University of Pretoria, 2018. |
| format | Thesis |
| id | oai:repository.up.ac.za:2263/68899 |
| institution | University of Pretoria (South Africa) |
| language | English |
| last_indexed | 2026-06-10T12:36:06.245Z |
| license_str | Other — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository |
| publishDate | 2019 |
| publishDateRange | 2019 |
| publishDateSort | 2019 |
| publisher | University of Pretoria |
| publisherStr | University of Pretoria |
| record_format | dspace |
| source_str | UPSpace — University of Pretoria Institutional Repository |
| spelling | oai:repository.up.ac.za:2263/68899 Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA Chiba, Manoj ichelp@gibs.co.za Balkissoon, Rishal UCTD Mini Dissertation (MBA)--University of Pretoria, 2018. In an era of discontinuous change, organisations are constantly seeking out Ôinflection pointÕ strategies to respond to threats and opportunities and create sustainable performance. Much research has evangelised the role of big data in organisations as an enabler for competitive performance by informing better decision making. However, very few organisations have achieved the promise of big data. This research draws on the theories of dynamic capability, sociomaterialism and paradox dynamics to provide an entanglement of capabilities view to assess the complex interactions between Big Data Analytics Capabilities (BDAC), Distinct Dynamic Capabilities (DDC) and Firm Performance (FPer). This research therefore closes the gap between Information Systems (IS) and Strategic Management (SM) research. A higher-order reflective structural model was developed and assessed with 155 online survey responses. The hypothesised interactions were evaluated through PLS-SEM and fsQCA statistical methods. The findings reported statistical significance between BDAC and FPer, BDAC and DDC and DDC and FPer. More importantly, a full indirect mediation of the interaction of DDC on the BDAC Ð FPer relationship was reported. The results of this research study provide insights for both business and academia through the entanglement of capabilities view of the mechanisms through which big data can effectuate value in dynamic environments. kr2019 Gordon Institute of Business Science (GIBS) MBA 2019-04-04T10:17:09Z 2019-04-04T10:17:09Z 30-Mar-19 2018 Mini Dissertation Balkissoon, R 2018, Big data value creation: An entanglement of capabilities view-findings from PLS-SEM and fsQCA, MBA Mini Dissertation, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/68899> http://hdl.handle.net/2263/68899 en © 2019 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. application/pdf University of Pretoria |
| spellingShingle | UCTD Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA |
| title | Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA |
| title_full | Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA |
| title_fullStr | Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA |
| title_full_unstemmed | Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA |
| title_short | Big data value creation : an entanglement of capabilities view-findings from PLS-SEM and fsQCA |
| title_sort | big data value creation an entanglement of capabilities view findings from pls sem and fsqca |
| topic | UCTD |
| url | http://hdl.handle.net/2263/68899 |