Thursday, July 23, 2026

Why Experience Is a Terrible Proxy for Competence. What the Research Shows

There's a comfortable assumption baked into most résumés and organizational charts: more years on the job means more skill. It's intuitive, and it's not entirely wrong — but the psychological research on expertise draws a sharper line between the two than most of us assume. Experience is time invested. Competence is ability demonstrated. They're correlated, but one does not guarantee the other.

A useful way to think about the relationship is as a rough, illustrative formula rather than a literal equation:

Competence ≈ Experience × Learning Rate × Quality of Feedback × Deliberate Practice

Someone can accumulate 30 years of experience while essentially repeating the same year 30 times. Someone else can become highly competent in five years by continuously improving. The difference isn't the clock — it's what happens during the time on the clock.

What "competence" actually requires

Psychologists distinguish experience (time spent doing something) from expertise (high-quality performance that consistently produces good results). The researcher most associated with closing that gap is K. Anders Ericsson, whose work on deliberate practice — structured, effortful work aimed at specific weaknesses, paired with feedback — found it to be a far stronger predictor of expert performance than raw years of experience. His foundational 1993 paper with Krampe and Tesch-Römer, "The Role of Deliberate Practice in the Acquisition of Expert Performance," remains the anchor citation for this entire line of research.

A few examples make the distinction concrete:

  • Physician: a doctor who reflects on mistakes, studies new research, and actively seeks feedback tends to become far more competent over time than one who relies on habits formed decades ago.
  • Manager: a manager with 20 years of tenure can still make poor hiring decisions repeatedly if they never analyze why past hires succeeded or failed.
  • Chess player: 10,000 casual games won't produce a master. Studying openings, reviewing losses, and drilling tactics will.

The oft-quoted line attributed to Ericsson captures it well: "Many people have 20 years of experience; others have one year of experience repeated 20 times."

Where research pushes back — and it should

It's worth being honest that Ericsson's deliberate-practice framework has been challenged, and the challenge is itself a well-cited, peer-reviewed piece of the story. A 2014 meta-analysis by Macnamara, Hambrick, and Oswald in Psychological Science, "Deliberate Practice and Performance in Music, Games, Sports, Education, and Professions," found that deliberate practice explained a meaningful but considerably smaller share of performance variance than the popular narrative suggests — around 26% in games, 21% in music, and far less in professions like education. That doesn't overturn the core claim that experience alone isn't competence. It does mean the tidy multiplicative formula above is a heuristic for organizing your thinking, not a precisely measured quantity.

Two things both bodies of research agree on: performance gains from experience tend to be steep early on and then plateau, and feedback quality is a major moderator of whether additional time on the job translates into additional skill. A 2019 Frontiers in Psychology review of expertise research and a 2024 study on the components of work competence among university counsellors both found that specific competency factors — knowledge, skill, adaptability, self-concept — predicted job performance more reliably than tenure alone once those factors were accounted for. Full citations are below.

Experience vs. competence, side by side

Experience Competence
Time invested Ability demonstrated
Measures exposure Measures performance
Necessary for many skills Earned through effective learning
Accumulates automatically Requires deliberate improvement

Why We Naturally Confuse Experience with Competence

If experience and competence aren't the same thing, why do so many people — including hiring managers, customers, and even experts themselves — treat them as if they are?

The answer lies partly in how our brains simplify complex decisions. Psychologists call these mental shortcuts heuristics: rules of thumb that usually work well enough without requiring us to gather every piece of evidence. Years of experience are easy to observe. Competence is not.

Imagine you're hiring an accountant, choosing a surgeon, or looking for a contractor. It's difficult to directly measure how skilled each candidate truly is. Their judgment, adaptability, and problem-solving ability only become obvious after you've worked with them. Years of experience, however, are printed neatly on a résumé. Faced with uncertainty, our brains naturally substitute an easier question — "How long have they been doing this?" — for the harder question — "How good are they?"

Organizations often make the same substitution. Experience is objective, easy to verify, and legally defensible in hiring decisions. Competence requires interviews, work samples, simulations, references, and careful evaluation. Because those methods are more expensive and time-consuming, years of experience become a convenient proxy for skill — even though the relationship is far from perfect.

This shortcut isn't irrational. Experience usually provides opportunities to improve. The mistake is assuming those opportunities were actually used.

A Simple Analogy: Miles Driven vs. Vehicle Condition

Experience and competence are a bit like the odometer on a car.

Two vehicles may each have 200,000 miles. One has been carefully maintained, serviced regularly, and driven responsibly. It runs almost like new. The other has skipped oil changes, ignored warning lights, and received only the minimum maintenance necessary to keep moving. Despite having the same mileage, the difference in performance is dramatic.

Experience works much the same way. The years represent the mileage — they tell you how long someone has been on the road. Competence reflects the maintenance: the deliberate practice, thoughtful reflection, quality feedback, continuous learning, and adaptation that occurred during those years.

Mileage creates the opportunity for excellence, but it doesn't guarantee it. What matters isn't simply how far someone has traveled, but how well they've developed along the journey.

Why the gap forms — and why competence can decline, not just plateau

Organizations lean on years of experience as a proxy for skill because it's easy to measure and easy to justify in a hiring decision. That creates predictable distortions: job postings requiring "10+ years" in disciplines that didn't exist ten years ago, promotions granted on tenure rather than demonstrated impact, and "senior" becoming a time-based title instead of a performance-based one.

The mechanism behind this is that learning rate is not constant — it degrades without active maintenance, and in some cases it goes further than a plateau into outright decline. That's the third path in the figure below: not everyone who stops growing simply levels off. Several forces tend to be responsible:

  • Role drift: a skilled coder becomes a manager and stops coding; a strong technician becomes a supervisor and stops practicing the hands-on skill that made them valuable. The core competency atrophies from disuse while the résumé keeps accumulating years.
  • Overconfidence: early success breeds the belief that "I already know how this works," which quietly shuts down the curiosity that drove earlier improvement.
  • Outdated mental models: methods, tools, and best practices that were correct ten years ago can become wrong or obsolete, and nothing forces an update if no one is checking.
  • Reduced feedback exposure: this one is easy to miss, because it isn't really a personal failing — it's structural. The more senior or experienced someone becomes, the less honest correction they tend to receive. Subordinates are reluctant to challenge a senior person's judgment, and the perceived stakes of experimentation start to feel too high to risk. Feedback quantity and honesty often go down exactly when title and tenure go up.
  • Environmental stagnation: a role, team, or industry that stops changing removes the pressure that would otherwise force adaptation. Comfort and stability are pleasant, but they're also where skill quietly erodes.

None of this shows up on a résumé, which only ever reports the single number: years. It's worth being careful not to overstate how well this is measured — skill decay is well documented in narrow, high-stakes domains like surgical procedure volume or pilots' simulator performance, but the evidence is thinner for fuzzier claims like "managers get worse at strategic thinking over time." Treat this as a real and researchable pattern, not a precise, universally quantified one.

The figure below makes the three possible trajectories concrete. All three people start with the same experience. Only one of them keeps climbing.

Experience (Years) Competence Person A: Continual Growth Person B: Plateau Person C: Decline
Figure. Conceptual illustration of three possible relationships between experience and competence. Experience creates opportunities for growth, but competence may continue improving, plateau, or decline depending on deliberate practice, feedback quality, adaptability, and continued learning. This is an illustrative model, not plotted data.

What Competence Includes Beyond Technical Skill

Competence is usually framed around technical performance — the ability to execute a specific task well. But in managerial, client-facing, or collaborative roles, competence is multi-dimensional. Research consistently shows that social and emotional intelligence are just as predictive of success as raw technical ability, particularly in senior roles.

This broader view of competence includes:

  • Communication: articulating ideas clearly, tailoring messages to the audience, and listening actively.
  • Empathy: understanding others' perspectives and emotions, which is critical for team cohesion and conflict resolution.
  • Conflict resolution: navigating disagreements constructively without damaging relationships.
  • Adaptability: adjusting one's approach based on situational demands and feedback.

These are not innate traits — they are learnable competencies that benefit from the same deliberate-practice framework. A manager can deliberately practice active listening in every one-on-one meeting, or seek feedback on their communication style after presentations. The formula above applies equally to interpersonal skills, but organizations rarely treat them with the same training rigor as technical skills.

When evaluating someone's overall competence, the better question is not just "what can they do," but "how do they make the people around them more capable and engaged?"

Making "Quality of Feedback" Actionable

Quality of feedback is a key moderator of whether experience translates into competence, but it's often treated as a black box. A simple, memorable standard: good feedback is Specific, Behavioral, Timely, and Improvement-Focused.

Aspect Ineffective Feedback Effective Feedback
Specific "You need to be more proactive." "In today's client meeting, you didn't raise the budget issue we discussed. Try bringing it up in the first 10 minutes next time."
Behavioral "You seem disengaged in meetings." "In the last three meetings, you didn't speak until asked directly. I want to hear your view on the project risks."
Timely Raising a six-month-old mistake at the annual review. Giving feedback within 24–48 hours, while context is fresh for both people.
Improvement-Focused "This report is poorly structured." "The data's strong, but the structure is hard to follow — here's a template that leads with the conclusion."

Embedding these criteria into regular performance conversations turns feedback from a source of anxiety into a reliable engine for growth — and, per the point above, keeps it flowing even after someone becomes senior enough that people stop offering it freely.

Better Questions Than "How Long Have You Done This?"

If you're evaluating someone else — or yourself — these questions get closer to real competence than tenure does:

  • What specific outcomes have you repeatedly delivered that others struggle with?
  • Can you walk through a recent failure and what you changed as a result?
  • How have your methods evolved in the last two to three years?
  • When you disagree with another experienced person, how do you resolve it — by authority, by data, or by reasoning?
  • What are you currently practicing deliberately, and how are you measuring progress?

Experience is best understood as raw material for competence, not competence itself. It creates the opportunity to improve — it doesn't guarantee that improvement happened, and it doesn't protect against decline once it's achieved. The more useful question, for a hire, a mentor, or your own development, is never "how long" but "what did you do with the time — and what are you still doing with it."

References

  1. Ericsson, K. A., Krampe, R. T., & Tesch-Römer, C. (1993). The role of deliberate practice in the acquisition of expert performance. Psychological Review, 100(3), 363–406.
  2. Macnamara, B. N., Hambrick, D. Z., & Oswald, F. L. (2014). Deliberate practice and performance in music, games, sports, education, and the professions: A meta-analysis. Psychological Science, 25(8), 1608–1618.
  3. Ericsson, K. A., & Harwell, K. W. (2019). Deliberate practice and proposed limits on the effects of practice on the acquisition of expert performance: Why the original definition matters and recommendations for future research. Frontiers in Psychology, 10, 2396.
  4. Cao, J., Abu Mansor, N. N., & Li, J. (2024). Impact of work competencies on job performance among university counsellors. PLOS ONE, 19(12), e0315494.
  5. Bonesso, S., Gerli, F., & Pizzi, C. (2015). The interplay between experiential and traditional learning for competency development. Frontiers in Psychology, 6, 1305.

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