David Khachatryan
← Full curriculum

Building and Managing Teams

Performance Management

Why most performance reviews fail to motivate the people they're rating, the biases quietly driving that, and a cycle that actually works.

Only about two in ten employees say their performance is managed in a way that motivates them to do great work. That's not a minor tuning problem — it means, for most companies, that performance management is actively failing at its one job. Understanding why starts with what it's actually supposed to solve: misaligned goals, inefficient processes, low accountability, skill gaps that never get addressed, and disengagement that builds quietly until someone leaves.

The cycle

Performance management works as a continuous loop, not a once-a-year event:

Planning. Set goals, define the KPIs that will show progress, and identify what resources are needed. A well-formed goal here looks like a real SMART goal — not "get better at X" but something like: learn a new framework relevant to the team's stack, complete a course and build a small project with it, in 1-2 hours a day, within three months. Specific enough to know when it's done, small enough to actually start.

Monitoring. Track progress against those KPIs regularly, and pair the tracking with real conversation — open check-ins about what's going well and what's blocked. Monitoring without conversation just produces a dashboard nobody trusts; conversation without monitoring produces vibes instead of data. You need both.

Reviewing. Formal evaluation against the criteria set in planning — ideally incorporating more than just the manager's view. Self-assessment and peer or 360-degree input give a fuller picture than any single vantage point, including yours.

Rewarding. Recognition and reward, financial and non-financial, tied to what actually happened in the review — and delivered inside a culture that celebrates real progress rather than just checking a box once a year.

Why reviews go wrong even when the cycle is followed

Even a well-run cycle can produce biased outcomes, because rating people is genuinely hard and human judgment leans on shortcuts under that difficulty. The recurring ones:

  • Contrast effect — rating someone relative to whoever you happened to evaluate right before them, instead of against a fixed standard.
  • Central tendency bias — clustering everyone toward the middle to avoid the discomfort of extreme ratings, high or low.
  • Personal bias — letting unrelated feelings about someone color a rating that should be about their work.
  • Strictness bias — grading top performers down and low performers up in a misguided attempt to "motivate" through leveling.
  • Leniency bias — rating everyone generously to avoid hard conversations.

The research on this is specific: the more open-ended a review process is, the more room bias has to operate. An "open box" review — free-text prompts, no structure — feels flexible but is, by design, wide open to exactly these biases. The fix isn't asking managers to try harder to be fair. It's constraining the box: clear rubrics, structured prompts, standardized rating scales, and a consistency pass across all the reviews once they're done, looking specifically for patterns that suggest bias rather than genuine variation in performance.

The same structure that helps a formal review also helps a weekly one-on-one — the discipline of a clear rubric and specific prompts, applied consistently in small conversations, does more for fairness over a year than one carefully worded annual form.

Separate the review from the raise

Close to 60% of organizations handle compensation and performance review in the same conversation. It's efficient on a calendar and usually a mistake, for a few concrete reasons: growth should happen regardless of whether a raise is on the table this cycle; compensation depends on more than individual performance — market rates, company budget, role scope — so tying it directly to the review muddies both; and once a raise is in the room, the conversation stops being about development and becomes a negotiation. Separating the two keeps the performance conversation focused on what it's actually for — helping someone get better — instead of turning it into the one conversation everyone's real attention is on anyway.

The stakes are real

Get this right and you build a genuinely performance-driven culture, where people trust that effort and growth are seen and rewarded fairly. Get it wrong — biased ratings, reviews that double as compensation negotiations, feedback that arrives once a year instead of when it's useful — and you get exactly the two-in-ten number this starts with: a workforce that's being "managed" without feeling motivated by any of it. The fix isn't more process. It's more structure around the moments that already exist, applied consistently enough that people can trust it.

Want the class, not just the write-up?

Get the full Building and Managing Teams module — class video, slides, self-assessment tests, and homework — for $49, yours for life.

Coming Soon