How Do You Apply Data Transparency Best Practices?

Data Fluency Data Literacy Training
Avatar
Author

Let’s walk through a case study to illustrate how to apply data transparency best practices. 

Case Study Background: A mid-sized company is going through a restructuring process, which includes workforce reduction and reassignment of roles. The Human Resources (HR) department is responsible for managing sensitive employee data, ensuring fair decisions, and communicating these changes to employees. In this context, the HR department aims to apply data transparency best practices.

Section 1: Data Collection and Storage
  • Challenge: How should the HR department collect and store employee data to ensure data transparency?
  • ❌ Incorrect approach: The HR department collects data from various sources without explicit consent from employees and stores it in a disorganized manner, leading to potential misuse or unauthorized access.
  • ✅ Correct approach: The HR department collects data with explicit consent from employees, only requesting the necessary data, and securely stores it in a centralized database. This follows the data minimization principle and ensures data is protected, organized, and accessible only to authorized personnel.
Section 2: Data Usage and Sharing
  • Challenge: How should the HR department use and share employee data to respect privacy and ensure transparency?
  • ❌ Incorrect approach: The HR department uses employee data for purposes other than those initially communicated or shares it with external parties without employee consent. This could lead to privacy breaches and loss of trust.
  • ✅ Correct approach: The HR department clearly communicates the purpose of data collection and uses the data only for those purposes. They also obtain employee consent before sharing data with external parties. This follows the purpose limitation and informed consent principles, ensuring that data usage and sharing are transparent, respectful of privacy, and aligned with employees’ expectations. 

Section 3: Data Transparency and Communication  

  • Challenge: How should the HR department communicate changes and decisions related to the restructuring process to ensure transparency and employee trust? 
  • ❌ Incorrect approach: The HR department communicates changes and decisions in a vague or unclear manner, leading to confusion and distrust among employees.  
  • ✅ Correct approach: The HR department communicates changes and decisions clearly, openly, and timely, providing employees with relevant information and opportunities for feedback and questions. They also provide employees with access to their data and information on how it’s used. This follows the transparency and communication principles, ensuring open and honest communication and building trust and engagement with employees.
Related Tags: