Research & Evidence-Based Practice Flashcards

What is a 'control group' in the context of a music promotion experiment?

Answer: A segment of the audience that receives no promotional treatment, used as a benchmark for comparison

A control group is deliberately excluded from the campaign treatment so that observed differences in the test group can be attributed to the promotion rather than organic factors.

An independent artist has limited budget and wants to prioritize promotion spend using data. Which approach is most evidence-based?

Answer: Analyze existing streaming data to identify where organic growth is already happening, then amplify those channels

Amplifying channels already showing organic traction is more cost-efficient than building from scratch on platforms where no momentum exists.

Which of the following best defines 'qualitative research' in the context of music fan behavior?

Answer: Exploring fan motivations, feelings, and experiences through interviews or focus groups

Qualitative research seeks to understand the 'why' behind fan behavior through rich, descriptive data gathered from conversations rather than numbers.

Why is 'recency bias' a risk when evaluating music promotion data?

Answer: It leads to overweighting the most recent results and ignoring longer-term trend data

Recency bias causes decision-makers to give too much weight to the latest data point, which may be an outlier rather than a meaningful trend.

A music label wants to test whether releasing a single on a Friday vs. a Tuesday drives more first-week streams. To get valid results, they should:

Answer: Use two comparable but different songs and control for all other variables between the releases

Testing release day requires comparable songs with all other variables held constant; using the same song twice introduces confounding variables from prior exposure.

Which of the following best describes 'cohort analysis' applied to music promotion?

Answer: Tracking how a specific group of fans acquired at the same time behaves over a defined period

Cohort analysis follows a group of fans acquired during the same campaign over time to measure long-term retention and lifetime value.

What is the primary risk of using 'vanity metrics' such as total impressions to evaluate a music ad campaign?

Answer: They create the illusion of success without revealing whether the campaign changed fan behavior or drove revenue

Vanity metrics look impressive but don't connect to business outcomes, so relying on them can lead to continued investment in campaigns that aren't actually working.