nep-for New Economics Papers
on Forecasting
Issue of 2025–04–28
two papers chosen by
Malte Knüppel, Deutsche Bundesbank


  1. Are Revisions to State-Level GDP Data in the US Well Behaved? By James Mitchell; Taylor Shiroff
  2. Evidence on expectations of household finances By Cocco, João F.; Gomes, Francisco; Lopes, Paula

  1. By: James Mitchell; Taylor Shiroff
    Abstract: No, first estimates of state GDP growth are not rational forecasts, except for Georgia. Revisions to first estimates of state-level GDP growth tend to be biased, large, and/or predictable using information known at the time of the first estimate.
    Keywords: data revisions; real-time data; state GDP; forecast efficiency
    JEL: E01 R11
    Date: 2025–04–22
    URL: https://d.repec.org/n?u=RePEc:fip:fedcwq:99878
  2. By: Cocco, João F.; Gomes, Francisco; Lopes, Paula
    Abstract: We use panel data on expected and realized changes in household finances to study the process of expectation formation. Households extrapolate from improvements in financial situation, but deteriorations are associated with an increased dispersion of forecasts, and higher probabilities of both negative and positive forecast errors. Individuals who expect earnings declines to revert too quickly save less and are more likely to be financially worse off again in the future. Learning from past errors reduces the likelihood that individuals are optimistic following a deterioration in their finances. The evidence shows how experiences, learning, and life events matter for expectation formation.
    Keywords: household finance; household expectations; expectation errors; learning; life events
    JEL: D84
    Date: 2025–03–25
    URL: https://d.repec.org/n?u=RePEc:ehl:lserod:125547

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