Information, incentives, and goals in election forecasts

Author:

Gelman Andrew,Hullman Jessica,Wlezien Christopher,Elliott Morris George

Abstract

AbstractPresidential elections can be forecast using information from political and economic conditions, polls, and a statistical model of changes in public opinion over time. However, these “knowns” about how to make a good presidential election forecast come with many unknowns due to the challenges of evaluating forecast calibration and communication. We highlight how incentives may shape forecasts, and particularly forecast uncertainty, in light of calibration challenges. We illustrate these challenges in creating, communicating, and evaluating election predictions, using the Economist and Fivethirtyeight forecasts of the 2020 election as examples, and offer recommendations for forecasters and scholars.

Publisher

Cambridge University Press (CUP)

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. In Dice We Trust: Uncertainty Displays for Maintaining Trust in Election Forecasts Over Time;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

2. Watching the Election Sausage Get Made: How Data Journalists Visualize the Vote Counting Process in U.S. Elections;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

3. Forecasting South Korea’s presidential election via multiparty dynamic Bayesian modeling;International Journal of Forecasting;2024-01

4. MetaExplorer : Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis;Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems;2023-04-19

5. Toward a taxonomy of trust for probabilistic machine learning;Science Advances;2023-02-17

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