Results for medical collections in the previous 6 months, total balance as a percent of total, new derogatory balance $1,000 or more, and bankruptcy filing in the previous 6 months are robust to this specification; results for any new derogatory balance is marginally insignificant, whereas results for credit score and medical collection balance $1,000 or more is insignificant.
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