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This paper reports on a study examining how computer science (CS) teachers transformed statewide educational systems by embodying the concept of “unleadership,” moving beyond historically individualistic formations in favor of more collective action. We analyzed how 28 teachers in Oregon's CS initiative shifted competitive values toward collaboration, developed horizontal networks, and enacted leadership through equity-focused transformation. Our findings reveal teachers generated distributed leadership networks that challenged exclusionary practices in computing education and worked toward building more inclusive and equitable futures. Despite institutional resistance and unsupportive contexts, teachers took action to address systemic inequities, revealing the tensions they navigated in their practice. This research advances educational leadership scholarship by demonstrating how relationally centered leadership models sustain equity-driven change.