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From the CALIBRATE blog

Practical writing on performance reviews, calibration, and removing bias from people decisions.

Blind Reviews vs Open Reviews: Which Is Fairer?

Blind Reviews vs Open Reviews: Which Is Fairer?

A manager opens an employee’s self-assessment before completing their own. The employee has rated every objective highly, supplied polished examples and framed missed targets as external constraints. Even a diligent manager is now responding to a narrative rather than making an independent assessment. That is the practical difference at the centre of blind reviews vs open reviews.

For HR and people leaders, this is not a minor workflow preference. Review visibility affects the quality of evidence, the likelihood of bias and the defensibility of performance decisions. The right model depends on the decision being made, but organisations should be clear about what each approach changes before asking managers and employees to rely on the outcome.

Blind reviews vs open reviews: the operating difference

An open review makes one participant’s submission visible to another before both assessments are final. In a typical manager-employee process, the manager may see the self-review before submitting their own assessment, or the employee may receive manager feedback as it is drafted. The process is transparent, but it is also sequential. The first completed review can influence the second.

A blind review keeps submissions locked until each required participant has completed and submitted their assessment. This does not necessarily mean anonymous. The manager and employee can know exactly whose performance is under review. What is blind is the content of the other person’s assessment until both views are independently recorded.

That distinction matters. Anonymity can be useful for peer feedback, particularly where power dynamics could suppress honesty. Blind submission logic serves a different purpose: it prevents premature influence between known participants who are assessing the same role, goals and outcomes.

Where open reviews introduce avoidable distortion

Open reviews can be useful when the purpose is coaching, discussion or joint planning. They are less reliable when the organisation needs an independent record of performance judgement before a calibration conversation begins.

The core risk is anchoring. Once a reviewer sees a rating, a confident written explanation or a long list of achievements, that information becomes a reference point. The reviewer may adjust their own judgement towards it, even when the evidence they have observed points elsewhere. This can happen in either direction. A manager’s early draft can discourage an employee from raising valid evidence, while a persuasive self-assessment can make a manager less willing to document a materially different view.

Open workflows also create uneven review dynamics. Employees with stronger written communication, more confidence or more time to prepare can shape the evaluation before the manager’s assessment is complete. Managers who provide early commentary can unintentionally signal a final judgement, turning the employee’s self-review into a response rather than a genuine reflection.

For HR, the downstream problem is harder to detect. A high level of agreement may look like alignment, but it may simply reflect exposure. If the organisation cannot tell whether participants reached the same conclusion independently, agreement is weaker evidence of calibration.

What blind reviews improve - and what they do not

Blind reviews improve independence at the point of assessment. Each participant must interpret the role expectations, assess evidence and assign ratings without seeing the other person’s position. When submissions are revealed side by side, differences become visible as useful data rather than being quietly reconciled before anyone else can examine them.

That makes the performance conversation more precise. Instead of asking why an employee and manager “disagree”, the discussion can focus on a specific responsibility, target or behaviour. Did the role expectation lack clarity? Was a contribution not visible to the manager? Did the employee overestimate the level of impact? Was the manager applying a different standard from colleagues in comparable roles?

Blind submission also protects managers from pressure to mirror an employee’s framing and protects employees from tailoring their account to a manager’s preliminary view. It creates a cleaner audit trail: first, two independent assessments; then, a structured discussion; then, any documented changes or final decisions.

However, blind reviews are not a cure for poor performance management. They cannot compensate for vague position descriptions, inconsistent rating scales, missing goals or managers who have not observed enough of the work. A locked workflow only preserves independence. It does not create valid evidence on its own.

Blind reviews can also feel more formal. In small teams with high trust and frequent feedback, some leaders may worry that locking submissions makes reviews unnecessarily rigid. The better response is to separate ongoing feedback from formal assessment. Employees and managers should not wait for a review cycle to discuss performance. A blind process is most valuable at the moment an organisation needs an independent baseline for calibration, remuneration, promotion or development planning.

Design the review around actual work

The quality of a review begins well before the submit button. If employees are assessed against broad labels such as “leadership”, “delivery” or “communication”, both blind and open processes will produce subjective results. Participants need a common view of what the role requires and what good performance looks like at the relevant level.

This is where task-level evaluation is more useful than generic competency forms. A position description contains the operating context: accountabilities, recurring responsibilities, stakeholder relationships and expected outcomes. Those elements should be translated into clear assessment areas, with space for evidence rather than opinions alone.

AI can reduce the administration involved in that translation when it is used with appropriate controls. An AI-assisted process can extract responsibilities from position descriptions and organise them into structured assessment criteria. HR still needs to validate the output, particularly for specialised roles, changing responsibilities and positions with poorly maintained documentation. The point is not to hand judgement to AI. The point is to give reviewers a consistent, role-specific structure before they begin judging performance.

CALIBRATE applies this approach by using AI-assisted role analysis alongside locked, side-by-side manager and employee assessments. The operational value is straightforward: reviewers assess the same work against the same criteria, independently, before differences are surfaced for discussion.

When open reviews are the better choice

Open reviews are not inherently unfair. They are simply designed for a different job. If the goal is to co-author a development plan, review progress on an agreed goal or prepare for a regular one-to-one, visibility can support a productive conversation. A manager might share draft feedback early so an employee can add context, correct factual errors or identify support they need.

The risk appears when an open exchange is treated as independent evaluation. If the output will influence a pay decision, promotion decision, formal rating or talent calibration, the organisation should consider whether early visibility compromises the integrity of the evidence.

A practical model is to use both approaches at different stages. Keep self-assessments and manager assessments blind while ratings and evidence are being formed. Reveal them together, discuss the gaps and capture any agreed factual corrections. Then use an open conversation to set goals, development actions and support arrangements. Independence first, collaboration second.

Build a defensible calibration workflow

A reliable review process is less about adding forms and more about controlling the order of decisions. Start with validated role responsibilities and clear rating definitions. Ask employees and managers to provide evidence against the same assessment areas. Lock submissions until both parties have completed them, then present results side by side.

The comparison should not be treated as a pass-fail test of agreement. Large gaps may reveal unclear priorities, insufficient manager visibility, uneven expectations or a genuine difference in judgement. Small gaps can be equally worth examining if both assessments rely on weak evidence. Calibration is the process of testing those judgements against standards, comparable roles and documented outcomes.

HR teams should also define what happens after the discussion. If a manager changes a rating after reviewing new evidence, record why. If an employee disputes an assessment, provide a clear path for response. If calibration panels adjust outcomes across teams, preserve the rationale. These controls make the process more consistent and give leaders a stronger basis for explaining decisions.

The most useful question is not whether a review feels transparent at every moment. It is whether the process produces an accurate, evidence-based view of performance that people can understand and trust. Give each participant space to make an independent assessment, then make the conversation visible where it adds value.