iBusiness, 2021, 13, 144-153 https://www.scirp.org/journal/ib ISSN Online: 2150-4083 ISSN Print: 2150-4075 DOI: 10.4236/ib.2021.133009 Aug. 18, 2021 144 iBusiness Implementation Challenges of Data Quality Management —Cases from UAE Public Sector Mounir El Khatib 1 , Aya Yaish 2 , Hessa Al Ali 2 1 Program Chair, Hamdan Bin Mohamad Smart University, Dubai, UAE 2 Project Management, Hamdan Bin Mohamad Smart University, Dubai, UAE Abstract Data quality is a significant concern in today’s world. The majority of organ- izations are being challenged by the data quality issues both in the structural and systematic context. Bad data quality is still being experienced even though expensive tools have been innovated and incorporated into the data quality control practices. Common measures of data quality metrics are accuracy, completeness, proper dissemination, integrity, validity, uniqueness, and con- sistency. For this reason, intense analysis and evaluation of the most applica- ble ways in managing data quality can serve as a roadmap that can be utilized by the company’s executive team, practitioners and even learners in formu- lating efficient planning as well as implementing feasible data and infor- mation quality control and management programs. This paper is based on intensive research and the use of practical examples and will seek the evalua- tion of the challenges faced in data quality management. The paper will also provide an analysis of data quality management from the local and global context by giving critical inspection trends to improve the data quality, the tools, techniques, and the policies that are necessary for achieving the data quality management goal. By using the Civil Project Division (CPD) in Abu Dhabi National oil company (ADNOC) and Dubai Health Insurance Corpo- ration in Dubai Health Authority (DHA) as the real-world examples, the pa- per will give a critical viewpoint of the challenges, trends, policies, and tech- niques that apply to data quality management. Keywords Data Quality, Data Management, Data Implementation, Data Challenges, UAE Public Sector How to cite this paper: El Khatib, M., Yaish, A., & Al Ali, H. (2021). Implementa- tion Challenges of Data Quality Manage- ment. iBusiness, 13, 144-153. https://doi.org/10.4236/ib.2021.133009 Received: June 29, 2021 Accepted: August 15, 2021 Published: August 18, 2021 Copyright © 2021 by author(s) and Scientific Research Publishing Inc. This work is licensed under the Creative Commons Attribution International License (CC BY 4.0). http://creativecommons.org/licenses/by/4.0/ Open Access