01 — Guided Learning Guide
Purpose: Build the Chapter 2 mental model before retrieval practice.
Chapter 2 is about responsible data handling across the lifecycle: procurement/obtainment, storage, management, interpretation, analysis, application, sharing/use and disposal. It is broader than privacy, security or legal compliance.
Read in this order
- Scope, business meaning & ethical principles
- Privacy principles & online-data ethics
- Six unethical-practice risk patterns
- Ethical culture, risk model & Governance
- Retrieval checklist & source map
Know cold
- Three recurring ethical concerns: impact on people; potential for misuse; economic value/ownership.
- Belmont-derived principles: Respect for Persons, Beneficence, Justice.
- Menlo addition: Respect for Law and Public Interest.
- “Legal” is not automatically “ethical.”
- Six risk areas: Timing; Misleading Visualizations; Unclear Definitions/Invalid Comparisons; Bias; Transforming/Integrating Data; Obfuscation/Redaction.
- Operating chain: Principle → Risk → Practice → Control.
- Personal-data ethical-risk checkpoints: Population → Capture → Analysis → Results/Use.
- Governance and legal counsel provide complementary oversight, but practitioners retain responsibility to recognize and raise ethical concerns.
Current Drive source: Guided Learning Guide