Forecasting Methods Time-series modelling S-curve and diffusion models (for emerging technologies) Driver-based forecasting (GDP, disposable income, adoption rates, regulatory changes) Price elasticity models Market maturity and lifecycle-based projections Scenario Analysis Given inherent uncertainties, three scenarios were constructed: Base-Case Scenario: Expected trajectory under current conditions Optimistic Scenario: High adoption, favourable regulation, strong economic tailwinds Conservative Scenario: Slow adoption, regulatory delays, economic constraints Sensitivity testing was conducted on key variables, including pricing, demand elasticity, and regional adoption
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A 2024 study by The Federal Reserve Financial Services found that only 14 percent of all payments in the United States were done with cash, down from 31 percent of transactions eight years earlier in 2016
24 Conversely, mental health conditions such as anxiety and depression may be a factor in smoking initiation, although there are inconsistencies in the evidence
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