LTC Deal Valuation Tool: Advanced Pricing Intelligence for Senior Care Properties A machine learning approach to property valuation in the seniors housing and skilled nursing market
Executive Summary Levin Associates is pleased to introduce a breakthrough machine learning-based valuation tool for the senior care property market. This innovative tool provides users with datadriven price estimates for senior care facilities, offering insights based on sophisticated predictive modeling that incorporates numerous market factors. With an overall predictive accuracy of 88.5%, this tool serves as an important resource for property appraisers, brokers, lenders, sellers and investors focused on the seniors housing and skilled nursing market. The LTC Deal Valuation Tool leverages a proprietary dataset of actual market transactions from the last three decades to deliver reliable price estimates expressed as a price per unit/bed. By accounting for property characteristics, financial metrics, market conditions, and macroeconomic factors, the tool provides comprehensive valuation intelligence that would otherwise require extensive market research and analysis. This tool could not be possible without the help of our friends in the industry who broker, finance and participate in M&A transactions and provide us with the data necessary to derive the most accurate statistics and valuation metrics in the market. We appreciate all that they do for the industry.
The Challenge: Accurate Property Valuation in a Complex Market The senior care property market poses unique valuation challenges: •
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Market Heterogeneity: Diverse property types (Assisted Living/Memory Care, Skilled Nursing, CCRC, Independent Living, Active Adult) with different operational models and revenue structures Geographic Variations: Significant pricing differences across regions, states, regulatory environments, market types and even neighborhoods Evolving Financial Dynamics: Fluctuating cap rates, inconsistent periods of cash flow to value, revenue multiples, and yield expectations Macroeconomic Sensitivity: Impact of interest rates and broader economic trends on valuations Data Fragmentation: Limited publicly available, comprehensive transaction data