Big banks are showing a growing appetite for loans to small businesses.

Banks with at least $10 billion in assets approved 15.3% of loans between $25,000 and $3 million in January, up from 14.9% in December and from 11.7% a year earlier, according to an index published Thursday by Biz2Credit, which connects small and mid-size business borrowers with lenders.

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