The use of analytics in decision-making: the role of information processing capability and analytical-based culture

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dc.contributor.authorAruleba, Omotayo Anthony
dc.contributor.authorUniversity of Lethbridge. Dhillon School of Business
dc.contributor.supervisorBao, Yongjian
dc.date.accessioned2022-05-09T18:51:25Z
dc.date.available2022-05-09T18:51:25Z
dc.date.issued2022
dc.degree.levelMastersen_US
dc.description.abstractThis study examines the role of data quality, organizational analytical structure, and bigness of data in the quality of decision making. It investigates the mediating role of information processing capability in the association of data quality, organizational structure, and bigness of data with decision quality. Furthermore, the moderating role of analytical-based culture in the relationship of information processing capability and decision quality is investigated. Data was collected from 54 industry professionals within the field of analytics. Ordinal linear regression analysis was used to test the hypotheses. The results support that data quality and organizational analytical structure have a positive effect on decision quality. Additionally, the results suggest that information processing capability is a significant and positive predictor of decision quality. Findings from this study contribute to the literature by providing understanding on the structural, process, and cultural view of the use of analytics within an organization.en_US
dc.identifier.urihttps://hdl.handle.net/10133/6171
dc.language.isoen_CAen_US
dc.proquest.subject0454en_US
dc.proquestyesYesen_US
dc.publisherLethbridge, Alta. : University of Lethbridge, Dhillon School of Business
dc.publisher.facultyDhillon School of Businessen_US
dc.relation.ispartofseriesThesis (University of Lethbridge. Dhillon School of Business)
dc.subjectdecision making quality
dc.subjectanalytics
dc.subjectorganizational decisions
dc.subjectstrategic decision making
dc.subjectbig data
dc.subjectdata-driven decision making
dc.subjectorganizational culture
dc.subject.lcshDecision making--Research
dc.subject.lcshDecision making--Data processing
dc.subject.lcshStrategic planning--Research
dc.subject.lcshBig data
dc.subject.lcshData mining
dc.subject.lcshBusiness planning--Data processing
dc.subject.lcshCorporate culture
dc.subject.lcshQuantitative research
dc.subject.lcshOrganizational behavior
dc.subject.lcshDissertations, Academic
dc.titleThe use of analytics in decision-making: the role of information processing capability and analytical-based cultureen_US
dc.typeThesisen_US
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