P-hacking can happen in several ways in email marketing. Here are some common scenarios:
Multiple Comparisons: Testing numerous subject lines, content variations, and send times without proper statistical controls can lead to false positives. Selective Reporting: Focusing only on positive results while ignoring negative or neutral outcomes skews the overall picture. Data Dredging: Analyzing different segments of data until a significant result is found, without a pre-established hypothesis.