Governmental data analytics: an agile framework development and a real world data analytics case study
Data is a key asset for organisations. Investment in data analytics has increased significantly over recent years to facilitate data-driven decisions. However, organisations face many challenges during the adoption of data analytics projects. According to Gartner, only 15–20% of data science project...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | |
| منشور في: |
2021
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://bspace.buid.ac.ae/handle/1234/3119 https://doi.org/10.1504/IJASM.2023.132472. |
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إضافة وسم
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| _version_ | 1862980616516009984 |
|---|---|
| author | Qadadeh, Wafa |
| author2 | Abdallah, Sherief |
| author2_role | author |
| author_facet | Qadadeh, Wafa Abdallah, Sherief |
| author_role | author |
| dc.creator.none.fl_str_mv | Qadadeh, Wafa Abdallah, Sherief |
| dc.date.none.fl_str_mv | 2021 2025-05-24T12:59:22Z 2025-05-24T12:59:22Z |
| dc.identifier.none.fl_str_mv | Qadadeh, W. and Abdallah, S. (2023) “Governmental data analytics: an agile framework development and a real world data analytics case study,” International Journal of Agile Systems and Management, 16(3), pp. 289–316. 1741-9174, 1741-9174 https://bspace.buid.ac.ae/handle/1234/3119 https://doi.org/10.1504/IJASM.2023.132472. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | Inderscience Enterprises Ltd. |
| dc.relation.none.fl_str_mv | International Journal of Agile Systems and Managementv16 n3 (2023): 289-316 |
| dc.subject.none.fl_str_mv | data science; data analytics; framework; government; agile process; human resources. |
| dc.title.none.fl_str_mv | Governmental data analytics: an agile framework development and a real world data analytics case study |
| dc.type.none.fl_str_mv | Article |
| description | Data is a key asset for organisations. Investment in data analytics has increased significantly over recent years to facilitate data-driven decisions. However, organisations face many challenges during the adoption of data analytics projects. According to Gartner, only 15–20% of data science projects get completed. One challenge is the lack of business understanding; even more so in government organisations where profit is not the main target. We propose a framework to help organisations (and in particular, government organisations) define the objectives of their data analytics projects. While many published frameworks have been used by organisations to implement data analytics efficiently, the literature has shown a gap between the objectives defined in research and those in real projects. This gap contributes to a lack of business understanding and is the main focus of this paper. The proposed framework introduces a systematic technique for business problem identification. To validate our framework, we used our proposed framework to help a governmental organisation in implementing their first data analytics initiative |
| id | budr_b0a82cae9f8b3998ba70d70e054f9414 |
| identifier_str_mv | Qadadeh, W. and Abdallah, S. (2023) “Governmental data analytics: an agile framework development and a real world data analytics case study,” International Journal of Agile Systems and Management, 16(3), pp. 289–316. 1741-9174, 1741-9174 |
| language_invalid_str_mv | en |
| network_acronym_str | budr |
| network_name_str | The British University in Dubai repository |
| oai_identifier_str | oai:bspace.buid.ac.ae:1234/3119 |
| publishDate | 2021 |
| publisher.none.fl_str_mv | Inderscience Enterprises Ltd. |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Governmental data analytics: an agile framework development and a real world data analytics case studyQadadeh, WafaAbdallah, Sheriefdata science; data analytics; framework; government; agile process; human resources.Data is a key asset for organisations. Investment in data analytics has increased significantly over recent years to facilitate data-driven decisions. However, organisations face many challenges during the adoption of data analytics projects. According to Gartner, only 15–20% of data science projects get completed. One challenge is the lack of business understanding; even more so in government organisations where profit is not the main target. We propose a framework to help organisations (and in particular, government organisations) define the objectives of their data analytics projects. While many published frameworks have been used by organisations to implement data analytics efficiently, the literature has shown a gap between the objectives defined in research and those in real projects. This gap contributes to a lack of business understanding and is the main focus of this paper. The proposed framework introduces a systematic technique for business problem identification. To validate our framework, we used our proposed framework to help a governmental organisation in implementing their first data analytics initiativeInderscience Enterprises Ltd.2025-05-24T12:59:22Z2025-05-24T12:59:22Z2021ArticleQadadeh, W. and Abdallah, S. (2023) “Governmental data analytics: an agile framework development and a real world data analytics case study,” International Journal of Agile Systems and Management, 16(3), pp. 289–316.1741-9174, 1741-9174https://bspace.buid.ac.ae/handle/1234/3119https://doi.org/10.1504/IJASM.2023.132472.enInternational Journal of Agile Systems and Managementv16 n3 (2023): 289-316oai:bspace.buid.ac.ae:1234/31192025-05-24T13:01:44Z |
| spellingShingle | Governmental data analytics: an agile framework development and a real world data analytics case study Qadadeh, Wafa data science; data analytics; framework; government; agile process; human resources. |
| title | Governmental data analytics: an agile framework development and a real world data analytics case study |
| title_full | Governmental data analytics: an agile framework development and a real world data analytics case study |
| title_fullStr | Governmental data analytics: an agile framework development and a real world data analytics case study |
| title_full_unstemmed | Governmental data analytics: an agile framework development and a real world data analytics case study |
| title_short | Governmental data analytics: an agile framework development and a real world data analytics case study |
| title_sort | Governmental data analytics: an agile framework development and a real world data analytics case study |
| topic | data science; data analytics; framework; government; agile process; human resources. |
| url | https://bspace.buid.ac.ae/handle/1234/3119 https://doi.org/10.1504/IJASM.2023.132472. |