As Program Director for the William Penn Foundation’s Great Learning team, Elliot’s work focuses on improving educational opportunities and outcomes for students in Philadelphia. He works with a team that supports efforts to improve teaching and learning from early childhood through high school. Prior to joining the Foundation in 2013, Elliot was an Associate Commissioner at the U.S. Department of Education, and he spent more than a decade as a researcher and faculty member at the University of Pennsylvania's Graduate School of Education.
4. Advancing
Early
Childhood
Education
through Data
and Mapping
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• No comprehensive source of local childcare options
• Multiple sources existed for different types of childcare
• No data on
– capacity
– geographic distribution
– accessibility (e.g. proximity to public transportation)
• No information of how supply and demand were
related
• No sense of the proportion of high quality seats
Need
Elliot Weinbaum
7. Advancing
Early
Childhood
Education
through Data
and Mapping
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Data sources
• No comprehensive measure of supply
– Used six different data sources:
• Commonwealth of Pennsylvania, Office of Child
Development and Early Learning (OCDEL)
database
• School District of Philadelphia Head Start and
Partner Sites database
• Pennsylvania Department of Education (PDE)
database of licenses and enrollments for Pre-K
• Head Start
• National Establishment Time Series (NETS)
• InfoUSA
Elliot Weinbaum
11. Advancing
Early
Childhood
Education
through Data
and Mapping
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Estimating Demand
• No direct measure of demand
– Start with basic population and age data
• Decennial Census
– Correct for children accompanying their
parents commuting in / out of their home
block group
• ACS (2013) – estimate percent of workers coming
into Philadelphia, or leaving Philadelphia, with
children under the age of 5
• Literature (e.g., Laughlin, 2013) – estimate percent
of households using childcare
• Longitudinal Employer Household Dynamics (LEHD),
2012 – move people around the city based on
residence / work locations
Elliot Weinbaum
12. Advancing
Early
Childhood
Education
through Data
and Mapping
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– Resident children under 5 (from Nielson, 2015):
105,800
– Estimated number of children accompanying city
resident parents to out-of-city work locations: 9,200
– Estimated number of children accompanying parents
from out-of-the-city to city work locations: 16,400
– Total Estimated Demand: 113,000
Elliot Weinbaum
Estimated Total Demand
14. Advancing
Early
Childhood
Education
through Data
and Mapping
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Mapping the Gaps
The map displays the absolute shortage in high-quality (STAR 3 & 4) childcare. Blue areas
have the least shortage; white areas, the greatest shortage.
Areas with an orange overlay are high (35%+) resident poverty places. Note the places with
high poverty and shortage – as well as those where poverty is high but supply is adequate.
15. Advancing
Early
Childhood
Education
through Data
and Mapping
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# %
Certified 73,356 72.7% 3,156 3.1%
High Quality (3-4STAR) 17,864 17.7% 3,227 3.2%
1-2STAR 28,781 28.5% -2,353 -2.4%
No STAR Level 26,711 26.5% 2,282 2.3%
Not Certified 27,578 27.3% -3,028 -3.1%
Total Seats 100,934 128
Estimated Supply of Childcare Total Seats % of All Seats Change from 2014
Tracking the trends
Elliot Weinbaum
16. Advancing
Early
Childhood
Education
through Data
and Mapping
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#mapchats
• Informs local universal pre-k effort
• Supports increases in local ECE funding
– Federal grant competitions (e.g., EHS childcare
partnership, HS renewal)
– Other grant competitions (e.g., PNC Grow Up Great)
• Inform investments in libraries, parks, playgrounds
• Stimulate planning related to the ECE – K12 connection
• Resource for parent/caregiver outreach
• Informs other WPF investments
– Fund for Quality; program expansion
– Success by 6; technical assistance
Demonstrated uses
Elliot Weinbaum