Predicting the Future of Work:
A Good Judgment Open Forecasting Challenge
During the Wharton Future of Work Conference, we heard from experts on the future of work. What do YOU envision for the future of work?
With that in mind, we partnered with the Good Judgment Project to run a forecasting tournament with attendees. The Future of Work Challenge on Good Judgment Open will continue to run for 12 months for conference participants alongside the 100K registered forecasters on the site.
We look forward to seeing your forecasts on the future of work!
9TH ANNUAL CASE COMPETITION
Our annual Case Competition gives students an opportunity to put their people analytics skills to the test by tackling a specific real-world challenge faced by a non-profit partner.
This year, we were thrilled to partner with the University of Pennsylvania’s Division of Human Resources, and to explore the impact the Great Resignation/Migration is making on its own community. 75 student teams from across the globe analyzed real data to help better understand the impact the pandemic and possibly other external factors were making on employment patterns at the university.

Our Case Competition Judges selected Finalists in a multi-round process based on the degree to which they demonstrated:
Methodologically coherent and robust analysis
Visualization of insights
Actionable insights
Creativity
Clarity and presentation
9TH ANNUAL CASE COMPETITION
Our annual Case Competition gives students an opportunity to put their people analytics skills to the test by tackling a specific real-world challenge faced by a non-profit partner.
This year, we were thrilled to partner with the
This year, we were thrilled to partner with the University of Pennsylvania’s Division of Human Resources, and to explore the impact the Great Resignation/Migration is making on its own community. 75 student teams from across the globe analyzed real data to help better understand the impact the pandemic and possibly other external factors were making on employment patterns at the university.
Our Case Competition Judges selected Finalists in a multi-round process based on the degree to which they demonstrated:
Methodologically coherent and robust analysis
Visualization of insights
Actionable insights
Creativity
Clarity and presentation
2022 Case Competition Finalists | Wharton People Analytics
The Wharton People Analytics 9th Annual Case Competition allows undergraduate and graduate students to analyze real data from a non-profit organization to solve a pressing people-related challenge. Students visualized and analyzed data to help the University of Pennsylvania’s Division of Human Resources explore the impact of the Great Resignation/Migration on their own community.
CONGRATULATIONS
TO OUR WINNERS!

AGNES ZHAO

IVY LI

MARY WANG
First Place
PA LIONS
Columbia University

DANIEL JADALLAH

JUSTIN MAGILL

CONNOR SMITH
Second Place
VIRGINIA ENSEMBLE
University of Virginia

DANIEL SHEN

JASPER HUANG

SARAH YE
Third Place
EIGHT 9 TEN ELEVEN
University of Pennsylvania
THANK YOU
TO OUR CASE COMPETITION JUDGES
Tunji Oki
People Analytics Manager – Equity Pod at Google
Sam South
Director of People Analytics at Microsoft
Matthew Bidwell
Associate Professor of Management at The Wharton School
Aneta Konova
IT Project Leader | University of Pennsylvania Division of HR
Sam Mondry-Cohen
Senior Fellow, Wharton Sports Analytics & Business Initiative

We would like to thank Prasad Setty for funding the Case Competition prizes. We appreciate his commitment to enhancing student opportunities and advancing people analytics as a force for good.
The Wharton People Analytics Case Competition would not be possible without our student leadership team. A big thank you to Andrew Sparks, Vice-Chair of Competitions, and Nick Varney,
Director of Competitions for their hard work running the 2022 competitions!
PAST COMPETITIONS
PAST COMPETITIONS

2014
Case Competition: Students analyzed data from Teach for America (TFA) to improve the TFA’s candidate selection effectiveness.
2015
Case Competition: Students were challenged to utilize data from Year Up to generate meaningful insights that the organization could use to create positive improvement in their current program.
2016
Case Competition: The competition was run in partnership with Doctors Without Borders (“MSF”).
Research Competition: More than 20 researchers submitted original, unpublished papers for the Research Paper Competition.
2017
Case Competition: Students analyzed real data from Teach for America to understand how to best optimize their recruitment resources and implement the right strategies at schools to generate the most admits.
Research Competition: 20 researchers submitted original, unpublished papers on diverse topics, such as the dynamics of organizational culture, spatial management, and social contagion in organizations.
Startup Competition: Provides a platform for emerging and promising entrepreneurial ventures in people analytics.
2018
Case Competition: Students analyzed data from Global Health Corps (GHC). View Winning Team
Research Competition: Researchers submitted papers on a diverse set of research topics including advanced analytics around compensation, attitude measurement, diversity, and hiring.
Startup Competition: The second annual startup competition showcased cutting-edge startups working in the field of people analytics, from predictive hiring to employee retention. View Winning Team
2019
Case Competition: Students analyzed data from Nurse-Family Partnership (NFP).
Research Competition: Researchers submitted papers on diversity, performance measurement, virtual teams, the gig economy, among others.
White Paper: Sponsored by Google’s People Innovation Lab; promoted actionable and thought-provoking insights that are grounded in research.
Startup Competition: Showcased cutting-edge startups working in the field of people analytics, from predictive hiring to employee retention.
2020
Our conference was cancelled due to the Covid-19 pandemic, but students completed the Case Competition. View Finalists
2021
Case Competition: Students analyzed data from Teach for America. View Winning Team
White Paper: Sponsored by Google, included submissions on a wide array of topics, such as diversity and inclusion, employee productivity, and inequity in gender wage gaps. View Winning Team