Why Young People Should Learn Forecasting

Why Young People Should Learn Forecasting

It is Good Judgment’s belief that teaching forecasting skills to young people will lead to better life outcomes for all.

Every decision is a forecast. Some are seemingly simple, like leaving home in time to catch the bus. Others are more impactful, like one’s career choice. At no point in life do we need to make so many critical decisions as in our late teens and early twenties. Yet, many young people are under-equipped in their approaches to making decisions.

Research in neuroscience and psychology shows that the prefrontal cortex—a region of the brain associated with reasoning and decision-making—does not mature until well into a person’s twenties. For this reason, many young people tend to overlook long-term consequences, discount larger delayed rewards over smaller immediate gains, and succumb to peer influence and undervalue risk. This leads to suboptimal choices, some of which may have repercussions for the individual’s well-being for years to come.

At Good Judgment, we believe that equipping young people with forecasting skills will help improve their overall decision-making abilities and lead to better outcomes.

Five Reasons Why Young People Should Learn Forecasting

  1. Forecasting teaches students how to predict future trends based on historical data. This helps inform their decisions in many fields, not least personal finance and career choices.
  2. Forecasting teaches students to recognize and minimize cognitive biases, such as overconfidence (for instance, failure to recognize gaps in one’s knowledge) and scope insensitivity (incorrect assessment of the scope of a problem or opportunity). Failure to account for cognitive biases in decision-making often leads to inferior choices and undervalued risks.
  3. Forecasting helps students grasp the concept of uncertainty in real-world scenarios. It prepares them to make educated guesses, even when complete information is unavailable.
  4. Forecasting teaches critical thinking. To make accurate forecasts, students must learn to analyze data, discern patterns, and consider multiple factors that could influence outcomes. The skills that come with critical thinking are valuable in many areas of life and work.
  5. Forecasting prepares students for a fast-changing world. We live in a world of rapid technological advancements, socio-economic shifts, and environmental changes. Young people who understand forecasting are better able to anticipate these changes and face these shifts proactively and with an open mind.

Good Judgment has long upheld a vision of forecasting becoming part and parcel of education. This vision is shared by many of our colleagues and friends as well as partners at education institutions across North America, Europe, and beyond. Since the inception of Good Judgment Inc, it has been an honor and pleasure to be part of many worthy programs that aim to bring forecasting into the lecture halls and classrooms—from a partnership with the Alliance for Decision Education in a pilot project for high schools in the United States, to hosting a GJ Open Challenge for Harvard Kennedy School students, to workshops for the best and brightest at the University of Copenhagen (Denmark) and elsewhere.

As the number of forecasting courses continues to grow, we look to a future of better decision-making, whether in personal lives, business, or policymaking.

If you represent an institution that shares our goal of promoting better decision-making among young people, we can support you by:

  • Designing and conducting training, from short workshops to semester-long courses;
  • Hosting GJ Open Challenges for your students to practice forecasting;
  • Providing forecaster feedback reports prepared by our data science team;
  • Providing mentoring by Superforecasters; and more.

If you are an individual interested in improving your forecasting acumen, join the internet’s smartest crowd on GJ Open, follow the advice from our Superforecasters (here, here, or here), read good books (some lists here and here), or explore such options as our self-paced online training course. And above all, keep practicing and keep track of your progress. As Phil Tetlock and Dan Gardner write in Superforecasting, “Forecasters who practice get better at distinguishing finer degrees of uncertainty, just as artists get better at distinguishing subtler shades of gray.”

A Strong Year for Good Judgment Inc: 2022 in Review and Outlook

A Strong Year for Good Judgment Inc: 2022 in Review and Outlook

What a year! With Russia’s invasion of Ukraine, protests in Iran, rising tensions in the Taiwan Strait, and inflation pressures around the world, 2022 was the busiest year yet at Good Judgment. Our esteemed clients and FutureFirst™ subscribers in the private sector, government, and non-profit organizations posed a record 181 questions to the professional Superforecasters. More than 80 questions resolved and were scored in 2022. We launched an additional 422 questions on Good Judgment Open, our public forecasting site and primary training ground for future Superforecasters.

Good Judgment’s Superforecasters’ outlook on the 2022 US midterm elections as of 22 October 2021, published in The Economist.

At the start of 2022, our Superforecasters called the 2022 US midterm election, as can be seen in The Economist’s The World Ahead publication, an ongoing collaboration that showcases how “data-driven approaches are becoming popular in all kinds of journalism.” Other appearances of Good Judgment and Superforecasting in the press and news can be found here. The Superforecasters also nailed the forecasts on Jerome Powell’s renomination to head the Federal Reserve and on the Tokyo Olympics. Looking ahead, their forecasts focus on the Russia-Ukraine conflict, tensions around Taiwan, global economy, and key elections in 2023 (many of which are featured in The World Ahead 2023).

Here are some of the other key developments and projects we worked on in the past year:

We launched an updated version of our subscription-based forecast monitor, FutureFirst. In addition to a brand-new interface, the monitor has been equipped with the following features:

    • Forecast Channels: Questions are grouped by theme or topical focus. Some of the current channels are US Elections, Ukraine, Geopolitics, Economics, Policy, Markets, China, and the Federal Reserve. These are available as part of FutureFirst or as standalone subscriptions.
    • Implied Medians: In addition to probability ranges, for specific questions FutureFirst now includes a median as part of a continuous probability distribution.
    • API Access: FutureFirst REST API enables clients’ programs to retrieve daily updated forecast data for use in their models. Separate entry points deliver Question data, Forecast data, and Forecast Distribution data (for applicable questions). Data can be provided in JSON or CSV formats.
Good Judgment’s Superforecasters called Jerome Powell’s renomination to lead the Fed months in advance.

We have further refined our question cluster methodology to illuminate complex topics with a diverse set of discrete questions which themselves can be valuable but taken together provide decision makers with a robust real-time monitoring tool.

We expanded our workshops to include advanced training sessions on question generation and low probability/high impact “gray swan” events. We resumed offering in-person workshops in 2022 even as we continued to offer virtual trainings for teams scattered across the globe—with an average Net Promoter Score of 71 across all sessions, above Apple. Of all the organizations that had a workshop in 2021, more than 90% came back for more in 2022, now regularly sending their interns and new hires through our training.

The US military continues to lead the way: Superforecasting training has been part of the curriculum for senior officers since 2019, and Good Judgment has been delivering semester-long courses at National Defense University in Washington, DC, continuously since the start of 2020. Over the same period, civil servants and military officers from Dubai have been forecasting during and after our annual two week-training courses.

We launched the Forecasting Aptitude Survey Tool, a screening tool that measures characteristics that Good Judgment’s research found correlate with subsequent forecasting accuracy. It’s been an integral part of our workshops for years, and we’re now pleased to provide it to organizations looking for an additional input to evaluate their existing or prospective staff.

To help advance decision-making skills among high school students, Good Judgment partnered with the Alliance for Decision Education to launch a pilot forecasting challenge for selected schools across the United States. We are continuing and expanding this project in 2023. At the other end of the education spectrum, we collaborated with the Kennedy School of Government at Harvard University in a semester-long course that honed the forecasting skills of top graduate students.

The Superforecasters’ forecast on a peace agreement between Russia and Ukraine.

With climate change becoming a growing concern worldwide, we partnered with adelphi, a leading European think tank for climate, environment, and development, to produce “Seven questions for the G7: Superforecasting climate-fragility risks for the coming decade,” published in 2022. Commissioned by the multilaterally backed climate security initiative Weathering Risk, it is the first report of its kind that applies the Superforecasting methodology to climate-related risks to peace and stability. We also partnered with Dr. William MacAskill, the author of the groundbreaking 2022 book What We Owe the Future, supplying 22 additional forecasts on the long-term impacts of climate change.

Finally, at the end of 2022, Good Judgment’s co-founder Philip Tetlock launched the non-profit Forecasting Research Institute, an exciting additional venture that will advance the frontiers of forecasting for better decisions. We look forward to contributing to their efforts in 2023—and beyond.

It’s already shaping up to be another exciting year of uncertainty in 2023, with gridlock in Washington, rising geopolitical tensions, and fierce global economic headwinds. We look forward to those challenges and contributing our forecasts and insights with the help of a phenomenal staff at Good Judgment Inc, the unrivalled skills of our professional Superforecasters, and the support of our expanding roster of clients and partners around the world.

Please sign up for our newsletter to keep up with our news in 2023.

Good Judgment Inc and Metaculus Launch First Collaboration

Good Judgment Inc and Metaculus Launch First Collaboration

Metaculus and Good Judgment Inc are pleased to announce our first collaboration. Our organizations, which represent two of the largest human judgment forecasting communities in the world, will compare our results and methodologies in a project comprised of identical forecasting questions that ask about the future of 10 Our World In Data metrics. We plan to share insights, lessons learned, and analysis to contribute to the broader community and to the science of forecasting.

Cohorts of Superforecasters from Good Judgment Inc and Pro Forecasters from Metaculus will make predictions on their separate platforms on a set of 10 questions about technological advances, global development, and social progress on time horizons ranging from one to 100 years.

A Future Fund grant is supporting both organizations in producing these expert forecasts, as well as a public tournament on the Metaculus platform, though this collaboration between Metaculus and GJI is distinct, separate, and voluntary.

“Our shared goal is advancing forecasting as a trusted method for leaders to make critical decisions,” said Gaia Dempsey, CEO of Metaculus. “We’re thrilled to be working with our partners at Good Judgment Inc. This is the first time two of the largest players in the field of forecasting have come together in the spirit of collaboration to compare methodologies and to advance the science of forecasting.”

“We’re excited to be partnering with Metaculus to combine our approaches to apply probabilistic thinking to an uncertain future and help individuals and organizations make better decisions about the future,” said Warren Hatch, Good Judgment’s CEO. “We look forward to building on this collaboration for Our World In Data.”

Good Judgment Inc harnesses the wisdom of the crowd, led by Superforecasters, to quantify hard-to-measure risks for smarter strategic decisions for the private and public sectors.

Metaculus is a forecasting technology platform that optimally aggregates quantitative predictions of future events.