A New Fuzzy Approach to Assess the Implementation of Data Governance and Management of Related Factors Article Swipe
YOU?
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· 2022
· Open Access
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· DOI: https://doi.org/10.52547/jimp.12.1.83
Data in various organizations has become a valuable asset and data governance has become one of the priorities of the organization. A review of previous studies shows that the assessment of the implementation of the data governance system in organizations is done qualitatively and organizations cannot determine a plan to improve their situation based on this type of assessment. The purpose of this paper is to provide a quantitative way to measure the level of implementation of data governance in an organization and subsequently plan to improve the status quo. Due to the qualitative nature of the influential factors in measuring the success rate, fuzzy concepts have been used for modeling and analysis. Also, in order to consider how the factors affect each other, the fuzzy cognitive mapping technique has been used to model the causal relationships between the factors. Then, the identified influential factors have been weighted and prioritized using the best-worst fuzzy method and the DEMATEL technique, and subsequently, scenarios of improving the situation of the organization have been designed to plan for the effective allocation of limited resources of the organization. This research has significant practical implications for the organizations that intend to establish such a system or are in the middle stages of implementation and are looking for a solution to find a plan to improve the situation.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.52547/jimp.12.1.83
- https://jimp.sbu.ac.ir/article_101586_6868c0f67fa5f46391d6fd01ea0c6c46.pdf
- OA Status
- diamond
- Cited By
- 1
- References
- 29
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4327852311
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4327852311Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.52547/jimp.12.1.83Digital Object Identifier
- Title
-
A New Fuzzy Approach to Assess the Implementation of Data Governance and Management of Related FactorsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-03-21Full publication date if available
- Authors
-
Sadra Ahmadi, Mohammad Mahdi TavanaList of authors in order
- Landing page
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https://doi.org/10.52547/jimp.12.1.83Publisher landing page
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-
https://jimp.sbu.ac.ir/article_101586_6868c0f67fa5f46391d6fd01ea0c6c46.pdfDirect link to full text PDF
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YesWhether a free full text is available
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-
diamondOpen access status per OpenAlex
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https://jimp.sbu.ac.ir/article_101586_6868c0f67fa5f46391d6fd01ea0c6c46.pdfDirect OA link when available
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Fuzzy logic, Corporate governance, Process management, Computer science, Business, Data governance, Knowledge management, Artificial intelligence, Marketing, Data quality, Finance, Metric (unit)Top concepts (fields/topics) attached by OpenAlex
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1Total citation count in OpenAlex
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2025: 1Per-year citation counts (last 5 years)
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29Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| corresponding_author_ids | https://openalex.org/A5014327381 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 2 |
| corresponding_institution_ids | https://openalex.org/I48379061 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/17 |
| sustainable_development_goals[0].score | 0.46000000834465027 |
| sustainable_development_goals[0].display_name | Partnerships for the goals |
| citation_normalized_percentile.value | 0.57564103 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |