Income from interest-bearing due from banks totaled $159,000 in 2022, an increase of $35,000 from 2021. The average yield on interest-bearing due from banks was 0.49% in 2022 and 0.18% in 2021. The average balance of interest-bearing due from banks was $65,670,000 in 2022 as compared to $137,851,000 in 2021. Within this category, the largest asset balance in 2022 and 2021 has been interest-bearing deposits held with the Federal Reserve.
Interest and fees from loans receivable decreased $1,000,000 in 2022 as compared to 2021. Interest and fees on PPP loans totaled $781,000 in 2022, a decrease of $2,466,000 from 2021, as previously deferred fees were recognized in income upon the SBA’s repayment of loans based on forgiveness of the underlying borrowers. In 2022, total interest and fees on loans included $1,412,000 from repayments received on purchased credit impaired loans in excess of previous carrying amounts as compared to income of $18,000 in 2021.
Average outstanding loans receivable decreased $52,292,000 (3.2%) to $1,568,486,000 in 2022 from $1,620,778,000 in 2021, including a reduction in average PPP loans of $117,952,000. Average total loans outstanding, excluding PPP loans, increased $65,660,000 (4.4%).
The average yield on loans in 2022 was 4.84%, up from 4.81% in 2021. The average yield on loans included the positive impact of the income on PCI loans in 2022 and the comparatively high yield on PPP loans.
INTEREST EXPENSE AND INTEREST-BEARING LIABILITIES
For the six-month periods, interest expense decreased $293,000 to $3,125,000 in 2022 from $3,418,000 in 2021. Interest expense on deposits decreased $455,000, as the average rate on interest-bearing deposits decreased to 0.29% in 2022 from 0.37% in 2021. The decrease in average rates on deposits included a decrease of 0.16% on time deposits.
Average total deposits increased $72,104,000 (3.8%) to $1,947,422,000 in 2022 from $1,875,318,000 in 2021. Average time deposits decreased $80,013,000, while the average total balance of other categories of deposits increased $152,717,000, or 10.0%. The increase in average deposits includes the impact of PPP-related activity and funding received over the last three quarters of 2020 and throughout 2021 from other government stimulus programs as well as growth in commercial deposits from new business.
Interest expense on short-term borrowings in 2022 was $123,000 as compared to $22,000 in 2021. The average balance of short-term borrowings increased to $19,394,000 in 2022 from $10,425,000 in 2021. The average rate on short-term borrowings was 1.28% in 2022 compared to 0.43% in 2021.
Interest expense on long-term borrowings (FHLB advances) decreased $139,000 to $104,000 in 2022 from $243,000 in 2021. The average balance of long-term borrowings was $22,791,000 in 2022, down from an average balance of $49,801,000 in 2021. Borrowings are classified as long-term within the Tables based on their term at origination or assumption in business combinations. The average rate on long-term borrowings was 0.92% in 2022 compared to 0.98% in 2021.
Interest expense on senior notes issued in May 2021 totaled $238,000 in 2022 as compared to $57,000 in 2021. The average balance of the senior notes increased to $14,717,000 in 2022 from $3,484,000 in 2021. The average rate on senior notes was 3.26% in 2022 compared to 3.30% in 2021.
Interest expense on subordinated debt increased $19,000 to $620,000 in 2022 from $601,000 in 2021. The average balance of subordinated debt increased to $29,694,000 in 2022 from $21,758,000 in 2021. The average rate on subordinated debt decreased to 4.21% in 2022 from 5.57% in 2021 including the net impact of a new issue of subordinated debt of $24,437,000, net, at an effective rate of 3.74% in May 2021 and the redemption of subordinated notes totaling $8,000,000 in the second quarter 2021 and $8,500,000 in the second quarter 2022.