OPTIMIZE 2026 Recap | On-Demand Recordings | CrowdComfort
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OPTIMIZE 2026 | Session Resources & References
REFERENCE LIBRARY

Resources Behind OPTIMIZE 2026

Every data point, report, and framework referenced across the five OPTIMIZE 2026 sessions — organized by topic so you can dig into the primary sources yourself.

Session Citations

Research & Data Sources

Grouped by the themes each speaker covered, from enrollment trends to facility funding to environmental health.

01

K-12 Enrollment & Demographics Data

02

Chronic Absenteeism & Attendance Data

03

Public vs. Charter/Private Student Movement

04

School Facilities, Capital Deficits & Maintenance Backlogs

05

Environmental Health & Keynote Frameworks

06

Academic Performance, Health Outcomes & Workforce Data

  • U.S. EPA

    Synthesizes empirical data showing schools without major maintenance backlogs have higher Average Daily Attendance (4–5 more students per 1,000), and that improving facility conditions drives a 3%–17% lift in standardized test scores.

  • U.S. EPA

    Research on environmental management in K-12 facilities, showing targeted building health/hygiene interventions reduce illness-related student absenteeism by up to 35%.

  • Schneider, Mark (2002) — National Clearinghouse for Educational Facilities (ERIC)

    Landmark Chicago & Washington, D.C. study finding 80% of teachers consider facility conditions crucial to teaching quality, and 48% of teachers grading their school a "C or below" would consider leaving.

  • CrowdComfort

    CrowdComfort's primary research on custodial operational impacts on health, attendance, and educational outcomes.

  • Zippia

    National labor demographic analysis putting the average age of U.S. custodial workers at 48, underscoring recruitment and labor pipeline challenges for operations.

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