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Behaviorally Anchored Rating Scales: High Good vs High Poor

Behavioral
Author:
Aagya Gupta
August 27, 2026
G1 - Four-Anchor Cheat Sheet
Summarise this post with:

The short answer

What is a behaviorally anchored rating scale? It scores a competency against written descriptions of actual behavior rather than a numeric scale. PMaps uses four anchors per competency at each proficiency level — High Good, High Poor, Low Good, Low Poor which separates a competency applied with calibration from the same competency applied without it.

The problem with a single scale

Most assessments rate a competency from poor to excellent on one line. That line has nowhere to put the candidate who is strong in a way that causes problems so it scores them highest.

GOOD — calibrated POOR — uncalibrated
HIGH High Good — the competency at strength, with judgement about when to apply it and when to stop. Your top performer. High Poor — the same competency at full intensity, no calibration. Interviews brilliantly, derails on the floor.
LOW Low Good — functional within familiar conditions and clear structure. Coachable. Low Poor — the competency absent, with consequences. A development risk from week one.

Worked example: customer orientation

HIGH GOOD — Shows genuine positive regard and listens openly to understand customer requirements, initially treating their intent as honest while adjusting to relevant evidence. Responds promptly, stays composed through criticism, follows service and regulatory requirements, and advocates a workable response with diplomatic attention to the customer's needs.

HIGH POOR — Engages with very personal warmth, accepts claims despite contrary cues, and suppresses legitimate prompt responses to preserve composure. Repeats a preferred solution forcefully with limited room for customer information or negotiation so immediate cooperation is gained while professional boundaries, timely resolution, and regulatory obligations suffer.

Both are high on customer orientation. One belongs on your escalation queue. The other generates compliance exposure while sounding excellent in an interview.

Worked example: accountability

HIGH GOOD — Treats assigned duties as a priority, accepts personal responsibility for decisions, mistakes and final results, and follows obligations even when convenience conflicts. Organises essential information, focuses objectively through ambiguity, adjusts to a viable route, and persists until accurate work is completed by the deadline.

HIGH POOR — Treats every duty and rule as absolute, accepts responsibility but avoids permitted judgement, and continues even when an obligation's intended purpose or exception is clear. Repeatedly reorganises and checks minor details while persisting with a failing approach producing usable work, but delaying deadlines and adjacent tasks.

Why this matters more in 2026

Ask any AI assistant how to handle an escalating customer. It maximises every virtue at once total empathy, total ownership, unlimited persistence, no trade-offs, no escalation point. That is not a High Good answer. It is a textbook High Poor answer, because maximum intensity with zero calibration is exactly what High Poor is defined as. A single-scale scorer does not merely miss the AI-assisted answer. It ranks first.

How PMaps applies it

73 competencies, 15 factors, 255 live roles at four seniority levels. You receive a profile rather than a number which competencies sit High Good, which sit High Poor, and where the risk is.

What this looks like for a real role

Every role in the PMaps ontology carries its own competency set at its own proficiency level. A Customer Service Executive at L1 is measured on customer orientation, conflict management, empathy, problem solving, objection handling, and stress management all at PL1. A Customer Service Manager at L2 drops empathy from the headline set and picks up people management and coaching. Not the same six competencies for every role, and not the same proficiency bar at every level.

Reading a profile what to do next

Result What it means
High Good on the swing competency Hire. The strength is calibrated and holds under pressure.
High Poor on the swing competency Escalation risk. Interviews brilliantly, derails once intensity rises.
Low Good, no High either way Safe but capped. Fine for structured, lower-stakes queues.
Low Poor on a required competency Development risk from week one.

📥 Download: The Sales & Customer Service Hiring Decision Cheat Sheet

Four pages covering eight roles across both functions the full competency ladder at every seniority level, plus interview playbooks for the two highest-volume hires with good-answer and poor-answer patterns and a decision rule for each.

[ Download the cheat sheet → ] · See it on your own role → ssawant@pmaps.in

PMaps hiring guide download
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Frequently Asked Questions

Learn more about this blog through the commonly asked questions:

What is a behaviorally anchored rating scale?

A behaviorally anchored rating scale scores a competency against written descriptions of observable behavior rather than a number. PMaps writes four anchors for every competency at every proficiency level High Good, High Poor, Low Good, and Low Poor so a rating points to a described behavior rather than to a rater's impression.

What is the difference between High Good and High Poor?

Both describe the competency at high intensity. High Good includes calibration: the person knows when to apply the strength and when to stop. High Poor is the same strength with no brakes on it. High Good predicts performance; High Poor predicts derailment, and a single rating scale cannot tell them apart.

Why not just use a 1-to-5 rating scale?

A single scale runs one axis, from poor to excellent, so high intensity always reads as high performance. It has nowhere to place a candidate who is strong in a way that causes problems so it ranks them highest. Four anchors separate intensity from adaptiveness and make that distinction visible.

What do PL1 to PL4 mean?

They are proficiency levels, and each carries its own definition of the competency rather than more of the same. Customer orientation at PL1 covers responding to customer requirements in one's own work. At PL2 it covers leading short-cycle service improvement across a team. Different behavior, not a higher score.

How many competencies is a role scored on?

Every role in the ontology maps to a full competency set a Customer Service Executive maps to 29, a Customer Service Manager to 33. Reports and cheat sheets show the headline competencies that most differentiate performance for that role, while scoring runs against the complete mapped set.

Are behavioral anchors the same as competency definitions?

No. A definition states what the competency is. An anchor describes what it looks like when performed at a specific level, in a specific mode. PMaps carries both: a definition per competency per proficiency level, plus four written behavioral anchors describing High Good, High Poor, Low Good, and Low Poor.

Does a four-anchor scale catch candidates who used AI to prepare?

It removes the advantage rather than detecting the preparation. AI-generated answers maximise every virtue at once total empathy, total persistence, no trade-offs which is the High Poor pattern, not High Good. A single scale ranks that answer first. A four-anchor scale reads it as a derailment risk.

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