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This qualitative study examines how undergraduate students of color and early career teachers of color conceptualize supports that would encourage them to pursue or sustain a teaching career and how participation in a cross-age community of practice might offer solutions. Data consist of 26 open-ended questionnaire responses, 8 focus groups, and 12 interviews with a total of 26 participants. Analysis points to 3 findings, including (1) undergraduate SOCs expressed a need for educator mentors and clear teaching pathways, (2) TOCs indicated a desire for more collaboration and generative professional development, and (3) Cross-age CoPs demonstrated mutual benefits for SOCs and TOCs and addressed the needs highlighted in findings 1 and 2. Implications for teacher preparation and induction programs are presented.