Vehicle Innovations Forecasting Challenge

Disruptions from vehicle innovations
The automotive ecosystem is in the midst of a dramatic transformation: from total reliance on internal combustion engines to growing acceptance of electric and hybrid electric vehicles; from driven to driverless cars; from vehicle ownership to vehicle sharing and pay-for-usage ride-hailing — and everything in between. For the last two years, we have been studying this transformation using crowdsourced forecasting tournaments in collaboration with Good Judgment Inc. (GJ), an organization that excels in designing and implementing such tournaments, based on the pioneering research by Philip Tetlock and colleagues. Led by John Paul MacDuffie and Rahul Kapoor, its objective was to learn more about the likely trajectory of these emerging technologies by harnessing the wisdom of the crowd.

Much of the present research on forecasting tournaments is centered on efforts to predict economic and political outcomes. It is our continued belief that there is a real opportunity in exploring the use of this tournament design for the purpose of understanding the patterns of disruption in industries. We have been working with GJ since October of 2015 to design and host forecasting tournaments focusing on the emerging technologies and innovations within the automotive sector.

The 2018-2019 Challenge

Like the previous two years’ challenges, the 2018-2019 Vehicle Innovations Challenge tracked developments in technology, automaker strategies, the competitive landscape and the regulatory environment to inform forecasters about these new issues while involving them in a global crowd-sourced effort to anticipate the trajectory of an industry in upheaval.

Sign up for Good Judgment Open to participate in future challenges.

About Good Judgment Inc.

SuperforecastingGood Judgment Inc. runs forecasting tournaments on a variety of topics by combining clusters of time-limited, specific questions to identify important long-term trends. It is the commercial spinoff of the Good Judgment Project, a successful research project run by Wharton professors Phillip Tetlock and Barb Mellers, demonstrating how forecasting tournaments could harness the wisdom of crowds. Most of the previous challenges have focused on geopolitical events; the disruptive vehicle forecasting challenge was Good Judgment’s first to focus on technology forecasting.

For more on Mellers and Tetlock’s research, and the initial Good Judgement Program, we recommend these stories in Wharton Magazine and Knowledge@Wharton, as well as Tetlock’s recent book (with Dan Gardner) Superforecasting: The Art and Science of Production.