🚨New working paper alert! 🚨
The US spends huge $ on special education services for students with disabilities. Is that spending effective?
Today we released a working paper suggesting it is.
"Special Education Substantially Improves Learning: Evidence from Three States"
Let me explain...
Posts by Abigail Francis
Congratulations Mingyan!
In just a few days, WEPC will be at this year’s Association for Education Finance and Policy (AEFP) Conference in Chicago! Stay tuned for info on the 15+ panels and presentations from our faculty and staff, and check out a full program below. bit.ly/WEPC-AEFP2026
#AEFP2026
@buwheelock.bsky.social
Congratulations Yerin!
More Hours, More Work: Head Start Expansions Boost Maternal Employment by Chloe Gibbs, Esra Kose, and Maria Rosales-Rueda Abstract: Women’s employment remains highly sensitive to childcare constraints, making childcare availability a critical lever for supporting mothers’ labor force attachment. We study the effects of expanded full-day programming in Head Start, using the 2016 federal funding initiative that targeted grantees with low full-day enrollment. Linking administrative program data, geo-coded center locations, and household data on employment, we estimate a difference-in-differences design by comparing mothers of young children in treated and untreated areas. The policy increased full-day enrollment by 19 percent and raised single mothers’ employment (1.9%), hours (2.5%), and earnings (6.5%). Results show that extending program duration meaningfully improves maternal labor market outcomes.
🚨🚨 It's new research week for me on the socials! 🚨🚨
First up, just released today as an NBER working paper:
"More Hours, More Work: Head Start Expansions Boost Maternal Employment" with fantastic coauthors Esra Kose and Maria Rosales-Rueda
www.nber.org/papers/w34831
"Falling Enrollment Most Extreme in Wealthy Districts"
Great writeup @the74.bsky.social on trends in public school enrollment.
Public schools will have to work to re-engage the families that no longer see them as offering rigorous learning environments.
www.the74million.org/article/fall...
Many public schools are losing students, but some are gaining. Great data crunching from Burbio showing "winners" and "losers". My hot take: several unrelated trends happening at once. Declining birthrates. Shifting migration within US. Some exodus from public schools.
🚨New publication alert #econsky🚨
Thrilled to have “Suspended from Work and School? Impacts of layoff events and unemployment insurance on student disciplinary incidence” forthcoming at Labour Economics with @riacton.bsky.social and Austin Smith
Paper thread incoming 🧵
tinyurl.com/susp-ws
Thrilled that our work on post-pandemic school enrollment shifts made it into @the74.bsky.social's:
"12 Charts that Defined Education in 2025"
The whole round-up is a fantastic summary of important work that came out this past year, told in pictures.
www.the74million.org/article/12-c...
Community college enrollment has been declining since 2009/10. The optimal policy response to this depends on the root of this decline.
I'm thrilled @nber.org today released my working paper with Harvard PhD Joe Winkelmann titled:
"Labor Market Strength and Declining Community College Enrollment"
Did you catch our webinar on enrollment shifts? A new @EdWeek.org article highlights a core finding: the biggest enrollment declines are in the wealthiest 20% of districts, with little sign of rebound. buff.ly/VkNiNdg
Happening today at 3pm ET / 12pm PT! edworkingpapers.com/webinar-series
Be the first to hear who’s joining the new EdWorkingPapers Review Board.
The EdExchange isn’t just a repository of research—it’s a hub for connection. 💡
@joshua-goodman.com @abbyfrancis.bsky.social
5 years post-pandemic, Massachusetts public schools have seen sustained enrollment declines. Is this a temporary disruption, or did the pandemic change how families evaluate schools?
@joshua-goodman.com, Abigail Francis, & James Wyckoff will dig into the data with Susanna Loeb.
buff.ly/dByipCW
Thanks to AV and RSF for funding this work, which started as part of my dissertation (linked below). We're so looking forward to being able to inform the use of informal diversion practices in schools!
Lots more to come 🥳
journals.sagepub.com/doi/10.1177/...
Published in Economics of Education Review! Building on @joshua-goodman.com's post, we find public school enrollment declines are concentrated in higher-income districts, middle grades, and among White and Asian students. I hope these findings support discussions on the shifting education landscape.
📉 Why did student achievement start declining before COVID? How are school enrollment patterns shifting five years after?
Join us for our Nov 13 EdWorkingPapers webinar featuring James H. Wyckoff, @abbyfrancis.bsky.social, and @joshua-goodman.com
edworkingpapers.com/webinar-series
📢 The votes are in!
EdWorkingPapers email subscribers chose papers by James H. Wyckoff, @abbyfrancis.bsky.social, and @joshua-goodman.com to be featured in our next webinar on Nov 13.
Find out what the topic will be >> edworkingpapers.com/webinar-series
Want to hear research insights straight from the source, on the issue that matters most to you? 🗳️Sign up to cast your vote and help choose the next #EdWorkingPapers Webinar topic >> mailchi.mp/annenbergins...
BU's "The Brink" today features my work with @abbyfrancis.bsky.social on continuing public school enrollment challenges.
I worry about the political implications of this change, as well as the long-term effects on public school reputations.
www.bu.edu/articles/202...
Today's @bostonglobe.com features our recent @wheelockpolicybu.bsky.social working paper on school enrollment trends in MA and US-wide.
@abbyfrancis.bsky.social notes some of this is driven by "increased behavioral issues, especially in middle school years."
www.bostonglobe.com/2025/08/04/m...
Want to know how the pandemic has reshaped school enrollment patterns in Massachusetts and nationwide?
Here's Education Next's quick and accessible version of our recent working paper:
www.educationnext.org/school-enrol...
@abbyfrancis.bsky.social @educationnext.bsky.social
My recent article with @joshua-goodman.com on Massachusetts school enrollment shifts was discussed on the Education Gadfly Show! They also highlight @aefplivehandbook.bsky.social, a resource full of rigorous work in education policy. Highly recommend the listen! fordhaminstitute.org/national/res...
Last week just-out work by @joshua-goodman.com & @abbyfrancis.bsky.social was featured on the @educationnext.bsky.social podcast. Listen for interesting convo of key insights and implications.
www.educationnext.org/the-educatio...
Full policy brief at: wheelockpolicycenter.org/high-quality...
Interested in recent changes in public school enrollment patterns but don't have time to read?
Here's the podcast version, via @educationnext.bsky.social:
Apple podcasts: podcasts.apple.com/us/podcast/e...
Spotify: open.spotify.com/episode/26fO...
SoundCloud: soundcloud.com/education-ex...
A huge thanks to everyone at MA DESE and @wheelockpolicybu.bsky.social for their support in making this research possible!
Excited to share my joint work with @joshua-goodman.com on K-12 enrollment patterns in Massachusetts. Five years after the pandemic began, we're seeing persistent enrollment losses in public schools, especially in the middle school years-trends that mirror what's happening nationally. Check it out!
Hi @chloeneast.bsky.social , we have been working on this topic in Massachusetts and would love to connect with you!
Last week, I presented on MA K-12 public school enrollment trends at the 'Thriving in the Middle School Years' forum hosted by @buwheelock.bsky.social. Very thankful for thoughtful conversations with teachers, parents, and community members!
@joshua-goodman.com @wheelockpolicybu.bsky.social
@mingyanma.bsky.social Thank you!!