Universal foundational learning could unlock $196 trillion in GDP

Authors: Brad Wong, Bryce Everett, Michelle Kaffenberger and Victoria Egbetayo

Cited from the orginal story on the What Works Hub for Global Education website

What would happen if every child could read by age 10? Nations’ economies would grow. Incomes and tax revenues would rise. More children would complete primary and proceed to secondary education. Fewer girls would be married early. Child mortality would fall. Countries would gain a clearer pathway to inclusive growth, more jobs, and long-term prosperity. This is exactly what our new research models: the transformative economic and social impact of achieving near‑universal foundational literacy.

Across low‑ and middle‑income countries, policymakers face stubborn youth unemployment, the urgency of creating high‑quality jobs, and the need to build resilient, green, and fiscally stable economies. Official development assistance is declining, and debt burdens are narrowing fiscal space. In this context, governments need evidence on what works to boost economic growth and development. Foundational learning – long treated as a basic education goal – emerges in our modelling as a core economic and development strategy.

In a first-of-its-kind modelling exercise, we simulate an increase in the share of 10-year-old children reading at minimum proficiency, moving from current country-specific levels to 90%. We then project what would happen across a range of socio-economic indicators over the period 2031-2050 for 114 countries. By achieving foundational learning our model projects:

$196 trillion higher GDP – Few investments shape a nation’s prosperity more than education. And it’s not just about schooling: when children learn, countries grow faster (Hanushek and Woessmann, 2008, 2012; Angrist et al., 2021). Our analysis reveals a remarkable finding: if we achieved universal foundational learning, global economic output would increase by $196 trillion over 20 years. By 2050, GDP per capita would be on average 27% higher across the 114 countries than it otherwise would have been. Growth is a sine qua non of human development – enabling more flourishing, resilient and innovative societies.

$21 trillion in extra tax revenue – As economies grow, governments receive more revenue. Nations would experience $21 trillion increase in tax revenues, assuming existing tax-to-GDP ratios stay constant. That fiscal space is fuel for better services – health, education, infrastructure – and it provides the resources for nations to better deal with current and future challenges such as climate change.

368 million additional children complete primary and 423 million progress to secondary school – Learning plays a decisive role in whether children progress through school. When students acquire basic skills early on, they are more likely to remain engaged, less likely to repeat grades, better able to keep pace with the curriculum, and less likely to drop out (Glewwe and Muralidharan, 2016; Kaffenberger, Sobol and Spindelman, 2023; Stern et al., 2024). By achieving universal foundational learning, hundreds of millions more would advance through the education system – the majority in Sub-Saharan Africa – building the pipeline of skills for modern, higher‑productivity economies.

49 million more 15–24-year-olds employed – Generating sufficient, meaningful jobs for young people is one of the most pressing challenges facing governments around the world. The typical policy prescription is to support youth vocational and skills training – but these are costly and suffer from an array of challenges. Additionally, some education ministers are now acknowledging that youth possess insufficient literacy and numeracy skills to fully take advantage of technical and vocational education. Our analysis suggests that addressing the youth employment problem must start much earlier in life, focusing on foundational learning now such that in 5–10 years youth are well equipped to learn and thrive in employment. By focusing on foundational learning our model projects 49 million more youth would be employed, supporting young people and delivering wider social stability.

16 million early marriages averted – When girls stay longer in school, they are less likely to be married early (Girls Not Brides, 2025). Our analysis shows that achieving foundational learning would avert 16 million child marriages with impacts concentrated in 24 countries. The consequences would be profound: avoiding early marriage would improve the health of mothers and their children, increase decision-making authority and reduce the risk of intimate partner violence (Parsons et al., 2015).

12 million child lives saved – Literacy in childhood carries forward into adulthood, shaping maternal health knowledge and behaviour and reducing child mortality (Gakidou et al., 2010; Shrestha, 2019; Kaffenberger and Pritchett, 2021). Our modelling suggests that achieving foundational learning could avert 12 million child deaths between 2031 and 2050, with the largest gains in low- and lower-middle-income countries, especially across Sub-Saharan Africa.

Baltimore Sun Op-Ed: US Aid Cuts are a Blow to Global Education

This opinion piece was original published by The Baltimore Sun on September 23, 2025.

As children are back in school here in the United States, the fate of millions of children worldwide who benefited from U.S. investments in their basic education remains unclear. Recent estimates note that the number of out-of-school children worldwide stands at 272 million, and the number is likely to rise as global education funding faces steep cuts.

On July 1, the U.S. Agency for International Development (USAID) shuttered its doors and any remaining foreign assistance programs were transferred to the Department of State. Yet there is uncertainty about whether and where international basic education programs will find a home, despite

What we do know is that 163 of 165 education programs previously funded by USAID have been terminated. The two that remain – both in the country of Jordan – are having an incredible impact on the children and communities that they serve. This includes providing over 23,500 early-grade teachers with enhanced curricula, teaching and learning materials, and assessments that will increase the learning outcomes of over one million students over five years.

These are the kinds of life-changing interventions that more than 44 million learners around the world – many of them in vulnerable situations – used to receive before USAID disappeared. The U.S. Government’s FY23 Report to Congress on its International Basic Education Strategy provides details about this support including how students in pre-primary, primary, secondary, vocational, and workforce development programs benefited from U.S.-led programming.

We all recognize the importance of investing in a young person’s education. Not only does it benefit them personally, but it helps towns, cities, and countries by equipping society with the human capital needed to thrive. When our neighbors and partners succeed then we, in turn, as a country, benefit. We have more trading partners, other countries can share the burden of responding in times of crisis, and the world becomes safer and stronger because countries have the tools they need to contribute their share to the global economy

While every year of learning generates about a 10% increase in earnings annually for a student, the true value of education extends well beyond financial returns. It broadens the spectrum of individual choice, facilitates the transmission of societal values across generations, and enhances the quality of life. Many countries want to invest in their educational systems but have to make hard choices with limited resources. A helping hand during these trying times can make a world of difference, paying off both for students who see their futures full of possibilities as well as U.S. foreign policy goals.

There is a long road ahead as the U.S. determines how it will approach foreign assistance in the future. Yet, we see two glimmers of hope. One is that Congress has not given up on endorsing these investments. Indeed, the House of Representatives released its draft budget for Fiscal Year 2026 and included $737.6 million for international basic education programs. While this amounts to a decrease of almost $200 million in funding from the previous year, the message came through loud and clear: Education remains a priority.

Second, Secretary Rubio recently appointed a new Special Envoy for Best Future Generations who will serve as a liaison for initiatives impacting the well-being of children both in the U.S. and globally. While specific authorities and activities are yet to be defined, this sends a signal that the U.S. still considers children and youth a necessary priority.

Now is the time to leverage this momentum and ensure that the U.S. continues to champion the transformative power of education. We must build on past investments and successes, not retreat from them. Congress must make its stance clear: The U.S. values international basic education and will continue to fund it accordingly.

We must remember those children who won’t be walking into a classroom this year. For them, school isn’t a given, it’s a dream that would allow them to achieve their full potential. And with U.S. foreign aid for education under threat, that dream is slipping further out of reach.


BEC and Global Campaign for Education-US have long collaborated on advocacy for international basic education — a uniting of voices that is now more critical than ever. Giulia McPherson is the Executive Director of the GCE-US, a broad-based coalition dedicated to ensuring universal quality education for all. She has 20 years of leadership experience in the humanitarian and development sectors. 

All is Not Lost: USAID’s Education Data Has Been Preserved

Authors: Hetal Thukral (sustainED, LLC), Amber Gove (Gove Consulting), Cally Ardington (DataFirst) and Erin Meyer (ICPSR)

When USAID terminated its education programs in early 2025, it also removed public access to a rich collection of data on global learning outcomes–putting at risk two decades of work and hundreds of datasets. These datasets, critical to researchers, implementers and most importantly, decision-makers in each country, were nearly lost. In June 2025, a data sharing agreement between USAID and the University of Michigan’s Inter-university Consortium for Political and Social Research (ICPSR), allowed these data to be publicly available through the DataLumos platform.

2,500 files from 109 education projects across 43 countries and 20 years were saved

These datasets and their associated files, including instruments, reports and codebooks, were publicly available on USAID’s Data Development Library (DDL) website until early March 2025 when the site went dark. Our endeavor benefited from insider knowledge of USAID’s processes and contracts, initiative from data champions withinUSAID (at the time) and the research data community, and the continued demand for answers across the sector. 

The key ingredient to saving the data? Persistence. From navigating internal processes at USAID (and State Department) at a time when reductions in force and changes in leadership were unpredictable, to finding a trusted, vetted home for federal data - persistence was key.

Getting a data sharing agreement in place in July 2025 between USAID and ICPSR was just the first step to make the data publicly available again. With the agreement in place, copies of USAID education data were securely transferred to ICPSR.

Next, we needed to sort the files and upload them into ICPSR’s platform for at-risk government data, DataLumos. The DDL files had been organized by contract or task order (or more often referred to as ‘projects’), but as we grappled with how best to organize these resources for future users, we realized this framework may be less relevant going forward. We also knew that organizing data files by a project timeline - such as baseline, midline and endline - or by components of an activity - such as data from a parent engagement activity conducted by one implementing organization separately from the classroom interventions conducted by another organization - may require additional information that many external users may not readily have access to.

So, we grouped and reorganized the files by country and within country, by projects. Projects contain all data files relevant to that USAID award. We used projects as the organizing structure because it is predictable. Within projects, we allowed variability in file structures, as many file names and formats differed depending on the submitting organization’s conventions. A combination of automated and human checking was required to identify data files, codebooks, instruments, and reports. 

Once files were sorted, we partnered with the team at Research Data Access and Preservation (RDAP) and ICPSR, to host a hackathon in early August. Invitations were circulated via listservs and social media, inviting the public to join a 90-minute session to help tag datasets and craft summary language for each dataset and country-level collection. Over 110 volunteers helped review data files, match them to project descriptions, and prepare folders to upload into the DataLumos platform. 

For each country, the volunteers helped develop a file that describes the project, characteristics of the sample, languages, and assessments (whether the dataset includes an early grade reading or math assessment (EGRA or EGMA), surveys, or other instruments).

Finally, the DataFirst and ICPSR teams continue to work tirelessly to make all of the USAID education data collection available on the DataLumos platform. As of October 3, 2025, all the data shared by USAID directly with ICPSR has been uploaded to the platform.

How do I access the data?

There are currently two ways to get to the data:

  1. Go to the DataLumos platform and create a free account. Browse by Government Agency and select “United States Agency for International Development.” Within the country folders, we have added an excel file with metadata such as languages, assessment tools, sampling information, and more. 

  2. Access the data via the map below. The country links will take you to the DataLumos platform, where you will still need to create a (free) account to access the files.

What next?

We ask you to add to the USAID education data collection 

We know there are more datasets out there! If you know of data that is missing from the DataLumos repository, you can contribute data yourself. 

What allows all organizations and individuals who collected education data with USAID funds to now share data with ICPSR?

  1. At the time of the Data Sharing Agreement execution in July, USAID legal staff confirmed that there is language embedded in every agreement that allows the implementing partner who collected the data to share it for public use. This falls under intangible property, under 2 CFR 200.315.

  2. USAID’s data sharing agreement with ICPSR states the following: sublicense shall provide any and all rights to Recipient to archive and make available to others the Data, including, but not limited to, the rights to use, disclose, reproduce, prepare derivative works, distribute copies to the public, and perform publicly and display publicly, in any manner and for any purpose whatsoever, and to have or permit others to do so, in accordance the terms of this Agreement. Recipient agrees that all Data will be archived and provided to third parties with a license that requires attribution to USAID, as provided in the meta data.

What does this all mean for you? It means that if you have USAID-funded education data, and it's not already in the DataLumos platform, you can share it because a) 2 CFR 200.315 allows you to do so under your sublicense (the federal agency also retains its own licensing rights) and b) the data sharing agreement sublicenses all USAID data to ICPSR with all rights, with attribution to USAID. 

Not sure what to do with your in-process datasets? We are seeking funding for a pool of consultants to strip datasets of Personally Identifiable Information (PII) and create a standardized Public Use File (PUF) version for (as the name indicates) public use. If you already have a PUF but had not uploaded to the DDL, you can upload the PUF (along with codebooks, reports and instruments) to the DataLumos site.

You can also reach out to us if you have questions before you upload or if you would prefer to transfer the files to us to process and upload. We are happy to have a call to share additional lessons. Contact us at usaideducationdata@gmail.com

Please use and encourage others to use the USAID education data collection

Help us get the word out. There are a thousand dissertation’s worth of evidence in these datasets, and we want the world to see what can be done when we share evidence. We can’t wait to see what this community will do with these datasets. 

Help us improve the USAID education data collection

Let’s take advantage of this moment to set ourselves up for the future. We know that the collection has significant gaps - at times you’ll find a dataset but not the instruments or item quality information; you may find a short discussion of the sample but the sampling procedures aren’t documented thoroughly. We are hoping that cleaner, harmonized, streamlined versions of datasets will emerge from the community. As you find yourself curating a collection of datasets, please share them back with DataLumos for the future us to build on.

We have certainly learned the value of redundancy (having data saved and publicly available in multiple places), and we’re looking at the models used by the health sector to standardize processes for posting and embedding the requirements for public use data. Help us improve what we can in this collection by adding what you may have and let’s together create better data management and storage processes in the future. 

When you know better, you do better (thanks, Maya Angelou, we know you were thinking about data when you said that).

Oh, and we’re still working on saving USAID Teaching and Learning Materials. The Early Learning Resource Network will be uploading openly licensed books created with USAID funding to make these available for printing and reuse. We will share more about how and why we make these resources openly available. Reach out to the ELRN team if you want to share your resources with a global audience: info@earlylearningresourcenetwork.org