TIM-8130 V4

Kroll, J. A. (Nov-Dec 2018). Data science data governance [AI Ethics] in IEEE Security & Privacy, 16(6), 61-70.
This journal article summarizes best practices by organizations to manage their data, including all of the responsibilities surrounding decision making, security, privacy, and more.

Jiya, T. (2021). Responsible data governance in projects: Applying a responsible research and innovation (RRI) framework. Journal of Technology Management & Innovation, 16(1), 31–36.
This journal article details the importance of engaging in responsible data governance when working on research projects involving a group of practitioners.

Chakravorty, R. (Winter 2020/2021). Common challenges in data governance. Journal of Securities Operations and Custody, 13(1), 24-43.
This journal article details the challenges many organizations have with the implementation of data governance.

Strengholt, P. (2020). Data management at scale. O'Reilly Media, Inc.
Read Chapter 7: Sustainable Data Governance and Data Security.
This chapter discusses the importance of long-term data governance and data security strategy.

Brous, P., & Janssen, M. (2020). Trusted decision-making: Data governance for creating trust in data science decision outcomes. Administrative Sciences (2076-3387), 10(4), 81.
This journal article explains the importance of understanding the role of data governance in creating trust in data science decision outcomes.

National Center for Education Statistics (Ed.). (2017). P-20W+ Data governance: Tips from the states. SLDS best practices brief 4. Updated. In National Center for Education Statistics. National Center for Education Statistics.
This publication provides a variety of best practices for data governance and the importance of having a sound data governance program.

Hubbard, D., Freda, A., & Swanagan, A. (2020). Data governance 101: IR's critical role in data governance. New Directions for Institutional Research, 2020, 51–65.
This journal article discusses best practices for building a data governance program and the importance of data management that aligns with the institutional capacity.

Pike, E. R. (2020). Defending data: Toward ethical protections and comprehensive data governance. Emory Law Journal, 69(4), 687–743.
This journal article emphasizes the role of factoring in ethical principles in developing and implementing a data governance plan.

Foster, J., McLeod, J., Nolin, J., & Greifeneder, E. (2018). Data work in context: Value, risks, and governance. Journal of the Association for Information Science & Technology, 69(12), 1414–1427.
This journal article emphasizes the need to factor in the cost-benefit of accessing and handling data into the development of a data governance plan.