Online sports betting
Use of consumer protection tools by Australian sports wagerers
Analysis
Clients
- A/Prof Sally Gainsbury, Brain & Mind Centre, University of Sydney
- Dr Robert Heirene, Brain & Mind Centre, University of Sydney
Purpose
- The clients have a partnership with Responsible Wagering Australia to provide experimental data for research.
- For this project, the questions were:
- What proportion of online sports wagerers use consumer protection tools (deposit limits, timeouts & self-exclusions)?
- What are the differences between wagerers who use each of the tool types?
Approach
- Integrated 12+ million online wagering transactions from 50 000 clients of 6 major online wagering operators. Engineered over 200 features for analysis.
- This revealed that mandatory vs opt-in deposit limits are likely to reduce the risk of harms.
- Created a visualisation for the tool use trajectory for ~3000 clients to enable data understanding and hypothesis generation, for the next work around understanding tool use patterns among users of multiple tools.
Outcome
- Co-authored the first academic publication regarding consumer protection tool use among sports wagerers in Australia.
- Contributed to a report for Responsible Wagering Australia.
- Study results were covered by multiple media outlets (see below links).
Links
Code repository/website with results (Sydney Uni access only) ## Key tools
R: data.table, tidyverse, Rmarkdown, lubridate, gtsummary, tidyquant, lmertest, broom; Git + GitHub.
Note: cover photo credit Mathew Schwartz on Unsplash