The impact of reinforcing the security of the email address field
Alliance Defending Freedom
Alliance Defending Freedom is an alliance-building legal organization that advocates for the right of people to freely live out their faith.
Experiment Summary
Timeframe: 02/14/2019 - 03/04/2019
Alliance Defending Freedom had been running a statement of belief acquisition offer on their blog for well over a year. In experiments with similar nonprofits, we had discovered that adding visual security indicators to the credit card section of a donation form increased donor conversion. Our hypothesis was that this was due to isolating and reducing the mental friction associate with the area of the form that created the most anxiety. With this observation, we theorized that adding the same treatment to the email field of an acquisition form would yield similar results.
Research Question
Will adding visual security indicators around the email address field increase overall email acquisition?
Design
Results
Treatment Name | Conv. Rate | Relative Difference | Confidence | |
---|---|---|---|---|
C: | What We Believe | 3.1% | ||
T1: | Email Security | 2.5% | -19.5% | 100.0% |
This experiment has a required sample size of 5,690 in order to be valid. Since the experiment had a total sample size of 37,138, and the level of confidence is above 95% the experiment results are valid.
Flux Metrics Affected
The Flux Metrics analyze the three primary metrics that affect revenue (traffic, conversion rate, and average gift). This experiment produced the following results:
0% increase in traffic
× 19.5% decrease in conversion rate
× 0% increase in average gift
Key Learnings
We observed a statistically significant decrease of 19.5% with the addition of security indicators to the email address field. When we dug deeper into the metrics we discovered that this was primarily isolated to the mobile traffic. These visitors saw a 29% decrease (99.9% level of statistical confidence) while the desktop users did not see any significant change in their conversion.
Question about experiment #10732
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