Human Beings are Messy Data Sets

This is one of the reasons alignment is so difficult, whether in families, teams, businesses, or entire organizations.

Systems are relatively straightforward. A process follows a sequence. A policy establishes boundaries. A workflow defines how something should move from one stage to the next. If something goes wrong, you can often trace the breakdown, identify the gap, and make an adjustment.

People are different.

Every person arrives carrying experiences, beliefs, values, fears, ambitions, disappointments, loyalties, expectations, and assumptions accumulated over years, sometimes decades. Some of these influences are fully conscious. Others operate in the background, shaping decisions without awareness.

What makes this challenging is that we rarely see all of that data.

We see the decision.

We see the reaction.

We see the disagreement, the hesitation, the resistance, the conflict, or the lack of engagement.

What we do not see are all the factors contributing to that outcome.

  • The employee who appears resistant may be carrying the memory of three failed change initiatives.
  • The leader who seems controlling may be responding to a previous experience where a lack of oversight created significant problems.
  • The colleague who appears disengaged may be balancing pressures that no one else in the room knows about.

The behavior is visible but the influences are not.

We look for a direct cause and a direct solution. If we can just identify the right lever, the problem should disappear.

We often make the mistake of treating people as though they operate like systems.

Human beings rarely work that way.

A single action can be influenced by dozens of interacting factors. Past experiences, current pressures, personal values, perceived risks, relationships, incentives, emotions, and assumptions can all be present at the same time.

This is why understanding people requires more curiosity than certainty.

The first explanation is often incomplete…the most obvious explanation is often inaccurate and the visible behavior is often only a small part of the story.

What we might label as misalignment may not caused by bad intentions or incompetence. It emerges when different people are responding to different interpretations of reality, each shaped by information and experiences that others cannot fully see.

Human beings are messy data sets…and that complexity is not a flaw.

It is simply part of what makes understanding each other such challenging, important and exceedingly rewarding work.

Strategic Reflection Prompt

Think about someone whose actions have been difficult to understand.

Now pause before explaining their behavior.

What experiences, pressures, fears, motivations, loyalties, expectations, or assumptions might be influencing their decisions that you cannot see from where you stand?

Human beings are rarely responding to a single factor. More often, what we observe is the visible result of multiple influences interacting at the same time.

How might your understanding change if you assumed there was more data available than you currently have?

About Giselle

Most costly decisions begin with an inaccurate understanding of the situation.

I’m increasingly interested in how leaders make sense of uncertainty, complexity, and important decisions. If you could better understand one thing about your business right now, what would it be?

Giselle Hudson is a Pre-Decision Diagnostic Advisor who helps leaders gain clarity before major decisions are made or resources are committed to the wrong solution.