Develop outcome-specific, multi-informant Classroom Carrying Capacity indices modeled on structured ecological measures¶

Strategy · All strategies
Evidence · 1 claim (1 for) · 1 study (1 theoretical), q1 · 0 of 1 report an effect size · 1 claim rests on one study

Description¶

The essay recommends that CCC measurement tools be "outcome-specific (e.g., an index for the capacity to support student motivation to read, an index for the capacity to foster social-emotional development), with each outcome having its own unique set of critical factors." Drawing on the Habitat Suitability Index, the HOME Inventory, and the Communities That Care Youth Survey as illustrations, the authors propose defining key factors and potentially scaling them into composite scores, assessing factors across all four domains using teacher, student, observational, and assessment informants.

Design Implications¶

Context¶

Requirements¶

• Measures should assess resource and limiting factors across all domains (external, collective classroom, teacher, and individual student) and use a range of informants including teacher, student, observations, and assessments

Constraints¶

• The authors explicitly do not argue for a single index or measurement of CCC and will not specify what factors CCC research is required to measure

Target Learners¶

• K-12 students in classroom settings

Target Learning Goals¶

• Measuring classroom capacity to support outcome-specific student growth such as reading motivation or social-emotional development

Affordances¶

• Classroom Carrying Capacity Framework

Claims¶

• The essay identifies five pressing issues for future CCC research (theoretical agenda) [+W]

Related Strategies¶

Examples¶

-

Key Sources¶

• Kristen L. Granger, Jason C. Chow. (2025). Classroom Carrying Capacity: A Resource and Limiting Factors Framework. Educational Psychology Review. https://doi.org/10.1007/s10648-025-09999-x