Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape Decisions
Although big data will bring worth for business throughout the entire worth chain, the integration of details analytics about the decision-making procedure is nevertheless a battle. This specific study, based on an ordered literature review, thematic evaluation and qualitative interview findings, pr...
| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Czech Technical University in Prague
2023-12-01
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| Series: | Business & IT |
| Subjects: | |
| Online Access: | http://bit.fsv.cvut.cz/issues/02-23/full_02-23_06.pdf |
| _version_ | 1797356694588620800 |
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| author | Khabirun Maria Tayeb |
| author_facet | Khabirun Maria Tayeb |
| author_sort | Khabirun Maria Tayeb |
| collection | DOAJ |
| description | Although big data will bring worth for business throughout the entire worth chain, the integration of details analytics about the decision-making procedure is nevertheless a battle. This specific study, based on an ordered literature review, thematic evaluation and qualitative interview findings, proposes 6 steps to create every relevance and rigor in the technique of analytics driven choice generating. Our findings illuminate the main key phases in this specific option procedure, for example matter characterization, evaluation of earlier outcomes, model development, data collection, information analysis, along with techniques on insights within the context of program strategies. Although outcomes are assessed in a sequence of steps, the analysis identifies them interdependent and iterative as. The suggested 6 phase analytics driven choice making process, pragmatic evidence from service techniques, and later scientific studies agenda, source the groundwork for upcoming scholarly research, and can work as a step smart guidebook for internet business professionals. |
| first_indexed | 2024-03-08T14:31:15Z |
| format | Article |
| id | doaj.art-aeb14c98ae7a4200b8050c8d29e5d698 |
| institution | Directory Open Access Journal |
| issn | 1805-3777 2570-7434 |
| language | English |
| last_indexed | 2024-03-08T14:31:15Z |
| publishDate | 2023-12-01 |
| publisher | Czech Technical University in Prague |
| record_format | Article |
| series | Business & IT |
| spelling | doaj.art-aeb14c98ae7a4200b8050c8d29e5d6982024-01-12T11:44:48ZengCzech Technical University in PragueBusiness & IT1805-37772570-74342023-12-01132556410.14311/bit.2023.02.06Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape DecisionsKhabirun Maria Tayeb0California State UniversityAlthough big data will bring worth for business throughout the entire worth chain, the integration of details analytics about the decision-making procedure is nevertheless a battle. This specific study, based on an ordered literature review, thematic evaluation and qualitative interview findings, proposes 6 steps to create every relevance and rigor in the technique of analytics driven choice generating. Our findings illuminate the main key phases in this specific option procedure, for example matter characterization, evaluation of earlier outcomes, model development, data collection, information analysis, along with techniques on insights within the context of program strategies. Although outcomes are assessed in a sequence of steps, the analysis identifies them interdependent and iterative as. The suggested 6 phase analytics driven choice making process, pragmatic evidence from service techniques, and later scientific studies agenda, source the groundwork for upcoming scholarly research, and can work as a step smart guidebook for internet business professionals.http://bit.fsv.cvut.cz/issues/02-23/full_02-23_06.pdfdecision-makinganalyticsfirm performancebusiness decisions |
| spellingShingle | Khabirun Maria Tayeb Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape Decisions Business & IT decision-making analytics firm performance business decisions |
| title | Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape Decisions |
| title_full | Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape Decisions |
| title_fullStr | Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape Decisions |
| title_full_unstemmed | Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape Decisions |
| title_short | Decision-Making & Data Science: How Large Businesses Can Use Analytics to Shape Decisions |
| title_sort | decision making data science how large businesses can use analytics to shape decisions |
| topic | decision-making analytics firm performance business decisions |
| url | http://bit.fsv.cvut.cz/issues/02-23/full_02-23_06.pdf |
| work_keys_str_mv | AT khabirunmariatayeb decisionmakingdatasciencehowlargebusinessescanuseanalyticstoshapedecisions |