The Office of Advocacy’s winter economic bulletin examines the continued recovery from the COVID-19 recession. Small business variables like self-employment, income, loan delinquencies, and loan balances have trends that represent pre-COVID-19 trends. However, demand for loans by small firms has decreased quickly, despite a recent increase in startups.