Evaluate how the budget cycle differs in periods of economic prosperity compared to downturns, with an emphasis on theoretical underpinnings and practical implications. Provide a detailed analysis using a public sector organization from Ohio as a case study, including specific budget figures, fiscal strategies employed, and outcomes achieved.

Include references please.