Product adoption and customer behavior · Propensity-score-matching analysis of a six-wave biannual panel survey tracking Spotify subscription states and consumption in live, physical, and digital channels; includes scenario analysis of restricting or deleting the free version.
Conversion in Music Streaming Services
Rouven Seifert, Janis Denk, Michel Clement, Michael Kandziora, Janek Meyn (2024). Conversion in Music Streaming Services. Journal of Interactive Marketing. https://doi.org/10.1177/10949968231186950
Plain-English take
Converting from no/free streaming to premium increased willingness to pay and demand for live music; unsubscribing or downgrading reduced them. Subscription changes were largely unrelated to physical and digital purchases. The scenario analysis found deleting the free version outperformed restricting free features on modeled revenue, subject to contingencies.
How much weight to give this
2/5 Evidence needs cautious interpretation
The 1–5 evidence-check score is a practical reading aid, not a formal peer review or a probability that a conclusion is true. It combines design strength (2 points), sample reporting (1), comparison/control clarity (1), and how much of the paper could be checked (1). Access affects how confidently this directory can assess a study, not the study's underlying quality. Blinding is reported separately because it is not relevant to every design.
Propensity-score-matching analysis of a six-wave biannual panel survey tracking Spotify subscription states and consumption in live, physical, and digital channels; includes scenario analysis of restricting or deleting the free version.
11,744 observations from six biannual online-survey waves representing Germany's population aged 18–70; respondents were recruited by Respondi using quotas for age, gender, education, employment, and children.
See the full paper for comparison conditions and analysis.
Publisher page checked; full-text methods not independently reviewed.
Double-blind? Blinding was not established from the checked publisher page.
Research question
What the authors investigated
What does conversion in music streaming services show about customer decisions or business outcomes?
Design
Propensity-score-matching analysis of a six-wave biannual panel survey tracking Spotify subscription states and consumption in live, physical, and digital channels; includes scenario analysis of restricting or deleting the free version.
Sample and setting
11,744 observations from six biannual online-survey waves representing Germany's population aged 18–70; respondents were recruited by Respondi using quotas for age, gender, education, employment, and children.
Reported result
What the study found
Converting from no/free streaming to premium increased willingness to pay and demand for live music; unsubscribing or downgrading reduced them. Subscription changes were largely unrelated to physical and digital purchases. The scenario analysis found deleting the free version outperformed restricting free features on modeled revenue, subject to contingencies.
This is a paraphrase of the source. Check the original paper for definitions, estimates, statistical uncertainty and analysis details.
Scope and transfer
Limitations to keep in view
The authors note reliance on stated survey intentions/behavior rather than user-level service data, possible bias from unobserved private information, data limited to Spotify users, a revenue-only scenario analysis that omits network effects, and short-term rather than long-term estimates. Full article methods and correction history were not independently reviewed.
Possible founder application
Use this study as a bounded example of conversion in music streaming services; assess whether its population, intervention and outcome match your own decision.
Evidence access
Publisher article page; full-text access varies and was not established in this check.
Publisher page directly retrieved; candidate metadata and reported result checked against that page. Full methods were not independently reviewed.
If only an abstract or metadata was available, the profile is limited to claims supported there. A paper's paywall does not change its evidentiary status, but it limits what we can substantiate from accessible text.