Economists use the term “K-shaped” to describe an economy in which some groups pull ahead while others fall behind. A similar divergence can take shape inside organizations—especially during periods of change.
Research on organizational silence and threat helps explain why. When employees believe speaking up is risky or futile, concerns are more likely to remain hidden (Morrison & Milliken, 2000). Under threat, people and organizations can narrow their attention and fall back on familiar routines (Staw, Sandelands, & Dutton, 1981). Over time, leaders and employees can begin to inhabit different experiences of the same change: Leaders become increasingly confident that progress is being made, while employees experience growing friction, anxiety, or fatigue.
That divergence can be pictured as a K. Before the change, the vertical stem represents a roughly shared reality about how work gets done. At the point of launch—a new system goes live, a restructuring is announced, or an AI tool is rolled out—the line splits into two branches. One reflects what leaders believe; the other reflects how people feel as they live through the change.
The space between the upper and lower branches is what I call the reality delta—the gap between what leaders believe is happening and how people experience the change as they try to get work done (Yip, 2025b). In a K-shaped organization, the delta widens as the two branches move farther apart.
Understanding Organizational Pain
The lower branch is where organizational pain collects. I define organizational pain as the frustration, friction, and fatigue people experience when priorities, systems, or relationships get in the way of doing good work.
Pain can be emotional or structural. Emotional pain includes anxiety about the future, fear of losing competence or status, or the sting of feeling ignored. Structural pain is what the system does to people: conflicting priorities, tools that clash with the workflow, unclear roles, and messages that add noise without adding clarity.
If the pain is real, why do leaders miss it? One reason is that organizations are usually better at reporting the upper branch than the lower one. Dashboards capture adoption, deadlines, and outputs. They rarely capture hesitation, workaround fatigue, quiet anxiety, or what people say after the meeting. Over time, what is easiest to measure can start to feel like the whole reality.
Other factors:
Silence filters the bad news. Morrison and Milliken (2000) described how organizational silence develops when people conclude that speaking up is futile or risky. Problems then reach leaders softened, delayed, or not at all.
Competence hides the pain. Tucker and Edmondson (2003) studied hospital nurses who repeatedly encountered operational failures. Nurses often solved the immediate problem and kept the work moving. Their competence protected patients in the moment, but the workarounds also made broken systems less visible.
How AI May Widen the Reality Delta
AI can widen the reality delta when interpretation starts to replace conversation. Leaders can increasingly use AI to infer what people are thinking and feeling without speaking directly with them.
Recent research suggests a risk of sycophancy. Cheng and colleagues (2026) found that AI responses affirmed users’ actions more often than human responses; interacting with sycophantic AI also increased users’ confidence that they were right while reducing willingness to repair interpersonal conflict.
At the extreme, Hudon and Stip (2025) describe how sustained AI interactions may reinforce maladaptive or unusual beliefs in vulnerable users. The evidence does not show that ordinary AI use causes delusion, but the mechanism matters: AI may provide less corrective friction than conversations with people who see things differently.
For leaders, the everyday risk is simpler: What leaders believe may become more polished without becoming more grounded. AI should not replace the conversations that keep leaders close to reality; it should help leaders know which conversations to have.
Why the K Matters
Pain is information. When leaders can see it, pain can point to what needs to change. When pain is experienced primarily as threat, however, people and organizations can narrow their attention, centralize control, and fall back on familiar routines. Staw, Sandelands, and Dutton (1981) described this pattern as threat rigidity.
This suggests an important distinction: Pain that is acknowledged can guide adaptation, while pain that remains unheard can harden into rigidity, cynicism, or quiet withdrawal. From the top, the change may continue to look successful until adoption stalls, errors surface, or valued people leave. By then, the reality delta may be wide and costly to close.
There is also a counterintuitive implication: Healthier organizations may sometimes look worse before they look better. Edmondson (1996) found that hospital units with more open and supportive leadership reported more medication errors, not fewer.
Listen for Signals
In earlier work, I described four signals leaders can listen for when change is underway: Priorities, Anxiety, Inertia, and Noise, or PAIN (Yip, 2025a). Priorities show up when people are pulled in too many directions. Anxiety shows up in worries about competence, workload, or future roles. Inertia appears when old routines persist because the new way does not yet work well enough. Noise appears as confusion, overload, and competing messages.
The value of these signals is not in diagnosing employees but in helping leaders notice where the lived experience of change may be diverging from the official story.
The challenge is to learn to read both branches of the K. The PAIN framework offers four places to look for experiences that may not appear in formal reports. For each one, ask not only, “What are we seeing?” but “What might we be missing?”
Closing the K
Closing the K means bringing what leaders believe closer to what people experience.
Use the PAIN framework as a practical K-check. Assess if the two branches are moving closer together or farther apart.
The upper branch is easier to see. The lower branch requires deliberate listening.
My challenge to you: Notice the pain in conversations, hesitation, workarounds, and silence.