How an optional phone number field impacts donor conversion
Experiment ID: #6086
Hillsdale College
Experiment Summary
Timeframe: 01/17/2017 - 02/08/2017
Hillsdale College was looking for ways to continue to improve their donation page. One of the factors that potentially hindered donor conversion is the friction associated with filling out the donation form. In an effort to reduce that friction, we decided to see if removing the phone number field would increase the likelihood of a visitor to make a gift. This field was already optional but the hypothesis was that by simply having this field as an option, it created mental friction in the mind of the visitor.
Research Question
Will removing the optional phone number field increase donor conversion?
Design
C: With Phone Number
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) ) )
Results
| Treatment Name | Conv. Rate | Relative Difference | Confidence | |
|---|---|---|---|---|
| C: | With Phone Number | 11.8% | ||
| T1: | No Phone Number | 11.6% | -1.6% | 16.6% |
This experiment has a required sample size of 215,825 in order to be valid. Unfortunately, the required sample size was not met and a level of confidence above 95% was not met so the experiment results are not valid.
Key Learnings
After running for two weeks, we were able to determine that the phone number field did not add a significant level of friction to the donation process. This is actually great news for the college since they are starting up a phone program and collecting donor phone numbers is now becoming a priority. It is good to know that donor conversion does not suffer by simply having it available.