دورية أكاديمية

Automated calibration training for forecasters.

التفاصيل البيبلوغرافية
العنوان: Automated calibration training for forecasters.
المؤلفون: Stone, Eric R.1 (AUTHOR) estone@wfu.edu, Luu, Jason1 (AUTHOR), Costello, Cory K.1 (AUTHOR), Somerville, Annie H.1 (AUTHOR)
المصدر: Journal of Behavioral Decision Making. Oct2023, Vol. 36 Issue 4, p1-14. 14p. 4 Charts, 3 Graphs.
مصطلحات موضوعية: FUTUROLOGISTS, CALIBRATION, BASEBALL competitions
مستخلص: In two studies, we investigated the effectiveness of an automated form of calibration training via individualized feedback as a means to improve calibration in forecasts. In Experiment 1, this training procedure was tested in a realistic forecasting situation, namely, predicting the outcome of baseball games. Experiment 2 was similar but used a more controlled forecasting task, predicting whether competitors would bust in a modified version of blackjack. In comparison to a control group without training, participants provided with calibration training had reduced confidence levels, which translated into reduced overconfidence and better overall calibration in Experiment 2. The results across both studies suggest that an automated form of individualized performance feedback can reduce the confidence of initially overconfident forecasters. [ABSTRACT FROM AUTHOR]
Copyright of Journal of Behavioral Decision Making is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
قاعدة البيانات: Business Source Index