All forecasters are not the same: Systematic patterns in predictive performance

B-Tier
Journal: International Journal of Forecasting
Year: 2026
Volume: 42
Issue: 1
Pages: 235-258

Authors (2)

Rich, Robert W. (not in RePEc) Tracy, Joseph (Purdue University)

Score contribution per author:

1.005 = (α=2.01 / 2 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

Are all forecasters the same? Expectations models incorporating information rigidities typically imply that forecasters are interchangeable, which predicts an absence of systematic patterns in individual forecast behavior. Motivated by this prediction, we examine the European Central Bank’s Survey of Professional Forecasters and find, in contrast, that participants display systematic patterns in predictive performance both within and across target variables. Moreover, we document a new result from professional forecast surveys, which is that inter- and intra-forecaster relative predictive performance are strongly linked to the degree of difficulty in the forecasting environment. This insight can inform the ongoing development of expectations models.

Technical Details

RePEc Handle
repec:eee:intfor:v:42:y:2026:i:1:p:235-258
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-29