A company allows users to access and delete personal data but continues analytics on anonymized aggregates. Which GDPR right is being respected?

Which ethical risk is MOST directly raised by data matching across independent databases?

Question 4d: To achieve their study objective authors mention that they used “[t]wo estimands — the treatment policy estimand (… with effects assessed regardless of treatment discontinuation or rescue intervention) and the trial product estimand (effects assessed if the drug or placebo was taken as intended) — … to assess treatment efficacy from different perspectives and accounted for intercurrent events and missing data differently.” What are the two types of analyses they conducted? Briefly (1-2 sentences) describe how these different analytic approaches impact bias and validity of the results. 

In the bottled water category, multiple brands source and purify water using nearly identical processes. However, consumers are willing to pay significantly more for Fiji or Smartwater than for a private-label grocery store brand, even though the functional product differences are minimal.  

A direct-to-consumer mattress brand uses a short three-note sonic logo at the end of every podcast ad instead of a lyrical jingle. This reflects which industry shift?

A snack brand’s mascot is deeply tied to American football culture and heavily incorporates U.S.-specific slang. When the company expands into Southeast Asia, the character struggles to resonate and feels culturally irrelevant.

Question 2b: Describe one general strength and one general limitation of this study design. 

A cybersecurity firm licenses a globally famous pop song for its advertising campaign. The song is catchy, highly recognizable, and drives strong recall — but consumers remember the song and struggle to recall the brand.

Question 6: Compare and contrast the strengths and limitations related to causal inference that can be determined from cohort and case-control studies. In your answer, note differences in study designs (e.g., how they are conducted), suitability for different exposures/outcomes, timing, measures of association used, practical considerations (e.g., costs, feasibility), and vulnerability to bias. Answers should be no more than 10-12 sentences. 

A plant-based protein brand partners decides they want to communicate “discipline, endurance, and credibility in performance nutrition” and decides to use that lens in determining their celebrity strategy. This reflects which step in celebrity selection?