Interrogating, Disrupting, and Reframing College Student Learning Outcomes

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AI
artificial intelligence
assessment and evaluation
Author_Jarek Janio
Bloom's Taxonomy
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Category=JNM
Category=JNT
college
college instructors
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eq_nobargain
eq_non-fiction
eq_society-politics
faculty
forthcoming
funding
grading
higher education
higher education institutions
institutional accountability
institutional improvement
observable competencies
postsecondary education
rubrics
SLOs
student behavior
student competencies
student learning outcomes
tests
university

Product details

  • ISBN 9781041194194
  • Dimensions: 152 x 229mm
  • Publication Date: 08 Sep 2026
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
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This book positions learning as the observable, verifiable demonstration of skills and competencies acquired through instruction, shifting the focus from grade-point averages and standardized tests to direct evidence of college student performance.

Beginning with an examination of how higher education has prioritized certification over demonstrable learning, this text offers practical frameworks for designing instruction, assessments, and outcomes that emphasize demonstrable competence over abstract metrics. Key topics include learning theories, AI challenges, ethical data practices, funding incentives, and performance-based accreditation. Vignettes showcase real-world application across diverse institutional settings, weaving together perspectives from faculty, administrators, and students for a rich, comprehensive view of these practices in action.

This book is written for faculty, assessment leaders, administrators, accreditors, and policymakers who want claims about learning to be clear, verifiable, and publicly defensible.

Jarek Janio is a faculty coordinator at Santa Ana College in Southern California, USA. He founded the SLO Symposium in 2014, a national annual conference for assessment professionals, and has coordinated Friday SLO Talks since 2020, a weekly forum devoted to the assessment of student learning outcomes through observable demonstration of competence.

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