Partial profile CBC is sometimes recommended as an alternative to ACBC when there are many attributes in conjoint studies. This paper presents a result that compares partial profile CBC with ACBC in a smartphone choice study. The data shows that utility estimates and sensitivity analyses from both methods are rather similar, and it takes less time for respondents to complete partial profile CBC questions. However, ACBC outperforms partial profile CBC on holdout prediction accuracy and in real markets.
