Introduction
Balancing comprehensive employee data collection with user privacy and data security concerns is a critical challenge for Harri's workforce management system. This trade-off involves weighing the benefits of detailed employee information against potential risks to privacy and data protection. I'll analyze this issue from multiple angles, considering stakeholder impacts, technical considerations, and strategic implications.
Analysis Approach
I'll start by asking clarifying questions, then identify the trade-off type, analyze the product, and develop a hypothesis. From there, I'll define key metrics, design an experiment, plan data analysis, create a decision framework, and provide recommendations.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps prioritize the urgency and scope of our solution Expected answer: Recent GDPR fines in the industry Impact on approach: Would emphasize compliance and risk mitigation
Why it matters: Determines the business impact of reducing data collection Expected answer: Very important for advanced analytics and reporting features Impact on approach: Would need to find creative ways to maintain value while enhancing privacy
Why it matters: Helps tailor our approach to different user groups Expected answer: Hourly workers more concerned about scheduling data; salaried about performance metrics Impact on approach: Might lead to segmented privacy controls
Why it matters: Informs the technical scope of potential solutions Expected answer: Industry-standard encryption, but room for improvement in access controls Impact on approach: Might prioritize enhancing security measures alongside privacy features
Why it matters: Affects the feasibility and timeline of implementing solutions Expected answer: Limited in-house expertise, may need external consultants Impact on approach: Would factor in time for team augmentation or training
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Monthly Plan
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