Methodology & Data Sources

Market commentary incorporates publicly available data from the Hamilton County Auditor, aggregated data from Cincinnati MLS, and third-party market research, with analysis focused on transaction-level trends, rolling averages, and neighborhood comparisons.

Ian Kasman’s analytical approach draws on prior academic research experience and published work in cancer and cell biology. Selected publications and citations are publicly available for those interested in background and methodology.

Google Scholar profile
ResearchGate profile

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