More than twenty years ago, as a graduate student, I argued that some of the leading theories of identity development shared one flaw. This summer, I made almost the same argument about leadership theory. The result is a working paper called Recursive Leadership Theory, now live on SSRN. The full version runs thirty pages and is written for scholars. This is the short version, along with the story of how the idea took shape across two decades.

Where the idea came from

My graduate work sat at the intersection of people and systems. I earned a master's degree in human development, focusing on Jungian psychology and identity theory, and a doctorate in human and organizational systems. In my master's work, something about the leading identity theories bothered me. Nearly all of them were built on a "step model." You experienced something at one step, and once you achieved a new awareness, you'd move to the next, and repeat, and on and on until you reached the end.

I argued that identity doesn't evolve that way. It evolves in an iterative pattern. You may move forward to the next stage, but circumstances and context can send you back to an earlier stage, causing you to revise or even reframe an earlier awareness. That premise became the foundation of a research study I proposed with the great Dr. William Cross, Jr., the founder of Nigrescence theory (Black identity theory) in 1971. I took a course with him and shared my idea, and he graciously agreed to join my grant proposal to test my theory. He said he loved seeing young scholars expand on his work. It was an incredible honor. Unfortunately, the grant proposal wasn't accepted, and we never got to do that research together. My focus shifted from identity theory to female leaders' persistence in organizational systems; however, the idea itself never left me.

During my doctoral dissertation, I also used a practice called self-reflexivity, the discipline of studying yourself while you are the one doing the studying. When you examine your own patterns honestly, you discover something new. That new learning makes you revisit positions you thought were settled and revise them into a more evolved belief. 

From a practice to a leadership framework

When I started my coaching and leadership development practice, that inner iterative practice became the foundation of my work with executive leaders. I helped them overcome fear, build confidence, master their emotions, and step fully into leadership, always starting with the work inside. In time, that practice became the first pillar of my People-Forward Leadership™ framework, the pillar I call Leader Awareness, or the Mirror.

Over the past 30 years, I have watched organizations from four different seats: as an employment attorney, an HR executive, an academic professor and associate dean, and an organizational consultant. Through each lens, I've seen the inner, iterative work of leaders and the systems around them shaping one another. The next two pillars of the framework, Empowered Ecosystems and Adaptive Continuous Learning, emerged from that back-and-forth.

The final push came during a summer at Dartmouth's Tuck School of Business, in conversation with faculty and fellow doctorate-prepared business owners. The idea of grounding my framework in formal theory took shape there, and I began a full review of the literature. The more I read, the more familiar the feeling became. Just as identity theory had missed iteration twenty years earlier, leadership theory had missed it too. Recursive Leadership Theory was born in that gap.

What the research already shows

The literature holds two big bodies of research that rarely talk to each other. The first set of studies shows how leaders grow from the inside, through identity and self-awareness. It's work I'm familiar with and have previously studied, but it starts and ends at the individual level. It never explains how one person's inner growth becomes a model of change across an entire organization. The second set of studies examines how organizations renew themselves fast enough to survive their environments. It starts at the organizational level and, by its own admission, has never settled on where this renewal actually begins.

A third body of research makes the gap impossible to ignore. Since 1960, scholars have documented that leadership succession tends to disrupt organizations. Sixty years of studies have measured the damage without ever explaining why it happens. Some capable organizations lose their momentum when the top job changes hands. Others carry on renewing themselves, but nobody could say why.

What the theory says

Recursive Leadership Theory says these are not separate stories. A leader's inner growth and an organization's renewal are two halves of one continuous loop, and the loop moves in three steps. Recursive means the result of one cycle becomes the starting point of the next, which is exactly how this loop moves.

First, renewal starts inside the leader. Before anything changes in the organization, something changes in the person. The leader examines their own patterns, revisits who they are as a leader, and comes out different. This is the Mirror.

Second, that change moves to the senior leadership team. The team is where the leader's change gets tested in real life, on a small scale, before it spreads. If a change cannot hold up with seven people, it won't hold up with seven hundred. This only works when the team feels safe enough to push back honestly. This is the Multiplier, because team members then run the same loop with their own teams.

Third, the tested change spreads into the wider system as new norms, new habits, and new ways of deciding. The changed organization then becomes the new environment the leader is leading in, which starts the next cycle. The loop never finishes, and that's the point. Every system drifts toward sameness unless it keeps taking in fresh challenge and learning. That ongoing intake is the Magnifier.

The prediction that makes it testable

A theory that explains everything and predicts nothing is just a nice story. A real theory has to stick its neck out. It has to make a prediction so specific that the opposite outcome, if ever found, would prove the theory false. My paper makes exactly one such prediction. The loop depends on the leadership position, and not on any particular person. Renewal continues when the new leader genuinely enters the loop, and it slowly runs down when the leader refuses the work, even with a strong team underneath. A strong team can carry an organization through a transition, but it can't keep carrying it forever if no one is doing the work at the origin. If future research finds that team strength alone sustains renewal through a disengaged leader, the theory fails. I wrote that test into the paper on purpose.

The paper also includes a three-year observation from my consulting practice inside a public-sector organization, where I watched this sequence unfold in order. The leader's inner work came first, the team carried and tested it, and the wider system changed and kept changing.

Why this matters right now

AI raises the stakes. Recent studies show that when people rely heavily on AI tools, their thinking and expertise can quietly erode, even as everything looks fine on the surface. AI is the first technology to work directly on the connection between doing work and growing from it. That connection is the loop itself. Organizations that treat AI as a purely technical rollout risk hollowing out the human capacity on which their renewal depends.

The impact will be felt by every leader making AI decisions right now. As AI takes over more of the technical work, organizations risk neglecting self-aware leaders, teams that test ideas honestly, and a steady habit of learning and unlearning. Those are the three very valuable and necessary functions of the loop, and their value increases as AI improves. The danger is that slow decay isn't easily seen. An organization can post strong numbers while the human capacity underneath quietly thins out, and by the time the numbers slip, the skill needed to recover may already be gone. So the theory gives leaders a different way to judge an AI rollout. Look past the output and ask whether people are still doing the kind of work that builds their judgment, discernment, and critical thinking. Treat AI adoption as human work, and keep the loop running on purpose.

What the theory cannot claim yet

Honesty about the limitations of any research is a key part of the work. The field observation is a single case from my own practice, so it illustrates the theory rather than proving it. The succession prediction has not been tested yet because the leader, in my case, remained in place the entire time. Key ideas, like what it means to enter the loop, still need formal measures before researchers can run the decisive studies. That's why it's called a working paper. 

What I can say is this. I've watched this pattern now for more than twenty years, first in identity theory, then in leadership development work, and now it has a name, a structure, and a test.

There is one more thing worth noticing about this story. The theory's own life follows the pattern it describes. An idea formed early in my studies, got proposed, got rejected, and went quiet. Twenty years of new context, new seats, and new learning sent me back to it, and I revised it into something more evolved. That is self-reflexivity working across a career rather than in a single moment. I did not just write a theory about iteration. I lived one.

If you lead people, the invitation is simple. Renewal in your organization starts with you, examined honestly, tested by the people closest to you, and willing to revisit what you thought was settled. The loop is already running where you work. The only question is whether you have stepped into it.

Read the full working paper, Recursive Leadership Theory: How Leader Interior Development and Organizational Renewal Form a Single Recursive Loop, on SSRN: https://ssrn.com/abstract=7156440

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This article was written by Dr. Carol Parker Walsh, JD, PhD, an award-winning executive coach, organizational strategist, and founder of ThriveAxis®, a leadership development firm that helps organizations cultivate People-Forward Leaders™ and high-performing teams. She is the creator of Recursive Leadership Theory, the published research foundation beneath the People-Forward Leadership™ framework.

A CNBC Leadership Expert and contributor to Forbes, Newsweek, and Entrepreneur, Dr. Parker Walsh has been featured on LinkedIn Learning, ABC, CBS, Fast Company, and Fortune. She's a Professional Fellow with the Harvard Institute of Coaching, and her thought leadership has reached more than 100,000 professionals worldwide.

A nationally recognized keynote speaker, TEDx presenter, and four-time Brandon Hall Group HCM Excellence Award recipient and Webby Honoree Award winner for her thought leadership, she empowers leaders and organizations to thrive amid disruption by building trust, alignment, and adaptive cultures that drive performance and retention.