Consumer spending patterns

a definition change in the last decade?

The forecasting model uses three-year historical data to project five years forward, which assumes that patterns will continue. But if the historical period includes an anomaly (e.g., a one-time pandemic effect), the forecast will perpetuate that anomaly. Should we either exclude anomalies or should we use explicit assumptions to override the historical pattern?