Use network approaches to advance equitable learning environment design for college students¶

Strategy · All strategies
Evidence · 2 claims (2 mixed) · 1 study (1 review), q2 · 0 of 1 report an effect size · 2 claims rest on one study

Description¶

The review's forward-looking recommendation is a shared interdisciplinary project using network methods to design more equitable campus learning environments. It argues that "institutions could intervene to build infrastructure that supports different kinds of relationship formation, potentially addressing inequalities that result as a byproduct of students' self-sorting, and fostering learner communities where individuals have equal access to opportunities." The strategy calls for processual attention to how communities form, persist, and dissolve, and for studying relational structure across the multiple contexts in which students make ties.

Design Implications¶

Context¶

Requirements¶

• Stronger theory of relational structure on campus; alignment between study context, network theory, research design, and results

Constraints¶

• Current studies rarely focus on relational dimensions of campus life; findings are difficult to connect across varying instructional contexts

Target Learners¶

• undergraduate college students, including racially minoritized students

Target Learning Goals¶

• equitable access to relationship formation opportunities; learning, development, and persistence

Affordances¶

• Campus Ecological Networks Model Bonding Exploring

Claims¶

• Network measurement in undergraduate SNA research shows little consistency even when research questions overlap [~W]
• Evidence that classroom network structure relates to course outcomes under interactive pedagogies is mixed [~W]

Related Strategies¶

Examples¶

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Key Sources¶

• Michael Brown, Rachel Smith, Jennifer Tipton, Gabrielle Leitner. (2026). The Threads of Campus Life: A Review of the Literature on the Use of Social Network Analysis in Research Articles on Undergraduate Students. Review of Educational Research. https://doi.org/10.3102/00346543261438444