The research on chapter choice in bankruptcy cases reveals that our understanding of its causes is limited despite strong expert opinions. An analysis of over 1,500 consumer cases showed that factors like ability to pay or asset protection had minimal impact, while the district of filing emerged as the strongest predictor, influenced by local legal culture. Variations in chapter choice across regions persist, highlighting the complexity of this issue.