# AI-Driven Skilling Whitepaper ## University of Phoenix College of Doctoral Studies releases white paper on AI-driven skilling to reduce burnout and restore worker autonomy December 10, 2025 • 2 minutes **By Sharla Hooper** _New analysis by Dr. Rheanna Reed links record-high burnout, opportunity gaps and worker autonomy to access to AI training and career development_ University of Phoenix College of Doctoral Studies announced the publication of “Burnout and Autonomy in the Modern Workforce: The Role of AI-Driven Skilling in Equity and Resilience,” a new white paper by Rheanna Reed, D.M., which draws on five years of University of Phoenix Career Optimism Index® data, to examine how burnout, autonomy, equity and artificial intelligence (AI) intersect in the U.S. workforce and outlines strategies employers can use to build a more resilient, future-ready workforce. Reed integrates these findings with peer-reviewed scholarship on burnout, self-determination, the Job Demands-Resources model, and equity in access to opportunity to argue that AI-driven skilling must be intentionally designed to close — not widen — existing gaps. “The data show that burnout is not just an individual resilience problem; it’s a structural issue tied to whether people have real autonomy and access to modern tools and training,” said Reed. “When organizations invest in AI-driven skilling that elevates all workers and is grounded in career development, workers gain the clarity and control they need to move from surviving to truly progressing in their careers.” ### Among the report’s key findings: - Burnout and control are tightly linked. Workers who feel in control of their careers are far less likely to experience burnout (about 45%) than those who do not (about 70%), and workers in development-oriented roles are substantially more likely to feel in control, motivated and adaptable. - AI use is associated with greater resilience and optimism. Employees who use AI report lower burnout, higher employability, better work-life balance and a stronger sense that they can adapt to change, positioning AI as a resilience multiplier when accompanied by responsible training and support. - The business case for skilling and optimism is significant. Prior Career Optimism Index® analysis suggests employers who boost career optimism can save up to $8,053 per worker annually, while workers can increase annual earnings by up to $5,270. Across the U.S. workforce, converting non-optimistic employees into optimistic ones could yield an estimated $1.35 trillion in aggregate benefits. The paper concludes with actionable recommendations for employers, including treating AI literacy as a baseline skill; integrating AI into personalized development pathways; centering equity in skilling strategy; aligning skilling with wellness and burnout-reduction initiatives; and tracking autonomy, burnout and optimism alongside traditional financial metrics. Reed is a research fellow with the University of Phoenix Center for Educational and Instructional Technology Research (CEITR) and has worked in higher education since 2006. She serves as a Faculty Quality Assurance Manager at University of Phoenix, leading a team that partners with college leaders to uphold high-quality instructional practices informed by institutional and industry research. She earned her Doctor of Management in Organizational Leadership from University of Phoenix and has been a faculty member since 2015, teaching organizational behavior, leadership and management courses. Reed is a five-time University faculty award recipient. The full white paper is available at the University of Phoenix [Career Institute® webpage](https://www.phoenix.edu/career-institute.html) or the College of Doctoral Studies’ [Research Hub](https://www.phoenix.edu/research/publications/whitepapers.html). ###  About University of Phoenix _University of Phoenix innovates to help working adults enhance their careers and develop skills in a rapidly changing world. Flexible schedules, relevant courses, interactive learning, skills-mapped curriculum for our bachelor’s and master’s degree programs and a Career Services for Life® commitment help students more effectively pursue career and personal aspirations while balancing their busy lives. For more information, visit  phoenix.edu/blog.html._ [University of Phoenix Luminaries Honored Press Release April 29, 2026 • 2 minutes](/press-release/university-of-phoenix-luminaries-honored.html)[Associate Dean Presents at AZ Water Conference Press Release April 27, 2026 • 2 minutes](/press-release/associate-dean-presents-at-az-water-conference.html)[April 2026 PESC Data Summit Press Release April 22, 2026 • 2 minutes](/press-release/april-2026-pesc-data-summit.html)