Management Insights Group

 Evaluating the Evaluators

By Robert Majdak Sr. MBA
Management Insights Group, LLC
September 8, 2026

A Disciplined Framework for Measuring C-Suite Performance

In most organizations I have advised, and that I have administered executive evaluations, the performance measurement architecture is inverted. Frontline employees receive documented, calendared, criterion-referenced reviews. Directors and vice presidents receive something comparable, if less rigorous. The chief executive and the officers reporting to that position receive an occasional board comment and a bonus calculation derived almost entirely from financial outcomes. That is not evaluation. That is compensation arithmetic wearing an evaluation’s clothing.

The consequence of that inversion is predictable. Behavioral deterioration at the top goes undocumented until it manifests as litigation, an unexplained resignation cluster, or a restatement. Organizations that evaluate senior leadership with the same rigor they apply three levels down are not being bureaucratic. They are protecting the enterprise at the precise altitude where a single unexamined decision carries the greatest consequence.


Financial Results Are Evidence, Not Verdict

The reflexive approach to executive evaluation is to read the financial statements and assign a grade. That approach fails on attribution. Enterprise financial performance in any given period reflects capital allocation decisions made three to five years earlier, macroeconomic conditions no executive controls, and the accumulated competence of several thousand people. Rewarding a chief executive for a favorable interest rate environment is as analytically indefensible as penalizing one for a pandemic.

Financial outcomes belong in the evaluation, but only normalized. I insist on three adjustments before any financial measure enters an executive scorecard. First, benchmark against a defined peer set rather than against an internal budget that the executive negotiated. Second, disaggregate results from decisions within the review period from those attributable to inherited positions. Third, risk-adjust: a twenty percent return generated by leverage that doubled the enterprise’s fragility is not superior to a twelve percent return generated by durable margin expansion.


The Four Domains of Executive Accountability

A defensible senior management evaluation examines four distinct domains, each weighted according to the organization’s circumstances and stated strategy, and each contributing to a single composite score.

Enterprise results constitute the first domain, measured as described above, and typically warrant thirty to forty percent of the composite.

Strategic execution constitutes the second. The board approved a strategy containing specific initiatives with specific milestones. Did those initiatives advance? Where they did not, was the deviation deliberate, communicated in advance, and justified by changed circumstances, or was it drift subsequently rationalized? This domain is evaluated against documentation, not recollection.

Organizational stewardship constitutes the third domain and is the one most frequently omitted. It examines whether the executive strengthened or depleted the institution’s human capacity: the depth of the succession bench, retention in mission-critical roles, the credibility of the talent pipeline, and the demonstrable condition of the culture. An executive who delivers a strong quarter while exhausting the organization has borrowed against the future and should be scored accordingly.

Governance and ethical conduct constitute the fourth. This domain assesses the integrity of internal controls, the executive’s candor with the board, the quality of disclosure regarding unfavorable developments, and the organization’s regulatory posture. Weight it at fifteen to twenty percent, with strategic execution and organizational stewardship dividing the balance.

A composite in which any single domain can nullify the remainder invites the distortion it was designed to prevent. Raters who know that a low governance score terminates the evaluation will inflate it to avoid triggering a consequence they consider disproportionate, and the instrument loses the sensitivity it was constructed to provide. Weight the domain, anchor its behaviors with enough specificity that a deficient score is unambiguous, and rely on the board’s independent authority rather than on scorecard arithmetic to address conduct warranting separation. Evaluation instruments measure performance. They degrade when conscripted as disciplinary mechanisms.


Where the 360-Degree Instrument Earns Its Place

The first two domains can be assessed from documents. The third and fourth cannot. Organizational stewardship and ethical conduct are behavioral phenomena, and behavior at the executive level is observed asymmetrically. Directors observe the executive in a prepared, curated setting. Direct reports observe decision-making velocity, tolerance for dissent, and consistency under pressure. Functional peers observe cooperation and resource behavior. External constituencies observe reliability. No single vantage point produces a complete picture, and the vantage point with formal evaluative authority is frequently the most limited one.

Multi-rater feedback resolves that asymmetry. It is not a popularity instrument and should never be presented as one, but a structured method of collecting behavioral evidence from the constituencies positioned to observe what the board cannot see.


Designing the Instrument

Effective executive 360-degree evaluation requires deliberate construction.

Derive the competency framework from the organization’s strategy rather than a commercial template. Six to nine competencies is the working range; instruments exceeding that produce rater fatigue and undifferentiated responses.

Use behaviorally anchored rating scales. Ask whether the executive “consistently solicits opposing analysis before committing to irreversible decisions,” not whether the executive “demonstrates good judgment.” Abstractions generate ratings that cannot be acted upon.

Construct the rater pool intentionally: all direct reports without exception, three to five functional peers, participating board members, and where appropriate a small number of external stakeholders such as principal clients, lenders, or the audit engagement partner.

Protect anonymity with a minimum threshold. Aggregate categories containing fewer than five respondents and suppress any category that cannot meet that floor. Executives who can deduce attribution discount the findings, and raters who suspect exposure will not respond candidly.

Bound the narrative portion. Three prompts—continue, begin, discontinue—produce more usable material than an open commentary field, which invites grievance rather than observation.


Administering It Without Contaminating It

Administration determines whether the instrument yields signal or noise. Engage a third party to collect and aggregate responses; internal administration by human resources personnel who report to the subject is structurally compromised. Conduct the first cycle for developmental purposes only, disconnected from compensation, and announce that limitation in advance. Once the process demonstrates procedural integrity, integrate the results into the composite.

Schedule the process away from budget season and compensation deliberations. Require the executive to complete the identical instrument as a self-assessment. The variance between self-perception and observed perception is the single most diagnostically valuable output the exercise produces, and it is routinely substantial.


Converting Feedback Into Consequence

Data without consequence trains an organization to disregard the process. The reviewing body—typically the compensation or governance committee—should require a written development plan addressing no more than three targeted behaviors, with defined indicators and a re-measurement date twelve to eighteen months forward. That committee owns the follow-through, not the executive.

One practice separates organizations that improve from those that merely comply. Require the executive to acknowledge the findings to the participating population and state what will change. Nothing legitimizes a feedback system faster than the chief executive publicly accepting its verdict.


The Standard You Set at the Top

Every organization communicates its real standards through what it chooses to measure. When senior management operates outside the accountability structure imposed on everyone else, the organization has announced that rigor is a condition of subordination rather than a condition of employment. Build the framework, apply it at the top first, and let the rest of the enterprise observe that accountability runs in every direction. That is not administrative overhead. That is governance. Contact us for more information on having us implement a Management Evaluation for your company.

-MIG
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