# Call Centre Helper: How to Calibrate Quality Scores [Canonical reading](https://escapemeridian.com/readings/call-centre-helper-how-to-calibrate-quality-scores-7d6b1117) Call Centre Helper’s article, authored by Robyn Coppell, argues that calibrating quality scores is a fairness and consistency process, not just a box-ticking exercise. It recommends setting standards, choosing specific behaviours to assess, and defining what those behaviours mean for customers, colleagues, and the contact centre. The article’s seven-step guide includes creating a scorecard with concrete criteria, documenting agreed principles, and holding regular sessions where analysts score calls separately before comparing results. It also recommends tracking analysts’ scores for deviations, while warning that an apparent outlier may be more accurate than the team. In Tom Vander Well’s account, sessions can expose differences, but group scoring can give louder voices undue influence. The article further cautions against conclusions from small samples and rushed reviews, and says criteria should specify when behaviours apply. It suggests involving advisors so they can understand expectations and reflect on their calls. These are recommendations and attributed observations; the article does not report measured outcomes showing that the process improves fairness or scoring accuracy. How many calls, and what range of call types, are needed before a scoring deviation is meaningful? Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims. ## Original source Call Centre Helper · Article Original source date: Jun 7, 2017 (2017-06-07T10:11:20+00:00). Date basis: Date stated by the publisher. Added to Escape Meridian: 2026-11-05T23:25:33.541Z. First observed: 2026-11-05T20:33:23.636Z. Retrieved: 2026-11-05T23:24:28.329Z. - [How to Calibrate Quality Scores](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Limits The article offers recommendations and attributed practitioner observations, but does not report measured results demonstrating that calibration improves fairness or scoring accuracy. It cautions that sample size and the types of calls scored affect interpretation, but does not establish a universally sufficient sample size or call mix. The article identifies Robyn Coppell as author and Tom Vander Well as a contributor; its recommendations should not be read as independently verified findings. ## Open question How many calls, and what range of call types, are needed before a scoring deviation is meaningful? ## Source-stated The article argues that calibration supports fairer, more consistent assessments, rather than serving only as a way to measure advisor performance. > Calibrating quality scores isn’t just a box-ticking exercise, it’s a crucial step in building a fair, consistent, and high-performing contact centre. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated The article recommends specific standards, behaviours, and scorecard criteria to make assessments more consistent and understandable. > By defining each behaviour with concrete criteria keeps assessments consistent and gives advisors clear, measurable goals to aim for. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated Tom Vander Well warns that group scoring can allow people with louder voices to dominate and may negatively influence scoring. > the people who have the loudest voices and the strongest opinions dictate the conversation, whilst people who have different opinions but are afraid of speaking out keep quiet - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated The article cautions that score differences may reflect small or unrepresentative samples, and that an apparent outlier may be scoring more accurately than the rest of the team. > sometimes the person who looks like they’re the outlier is actually the one who’s being more accurate than rest of the team. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated The article recommends tracking analysts’ scores and discussing deviations, rather than treating a deviation alone as proof of incorrect scoring. > But it allows us to have the conversation with them and dig into why there is a difference. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source and contributor context Robyn Coppell · Article author These are credits stated by the source; they do not establish a profile match or authorship of every passage. ## Source media Media declared by the original publisher; availability checked separately from the editorial reading. - [Person on computer with document icons and checkmarks and magnifying glass - quality calibration concept · Call Centre Helper](https://www.callcentrehelper.com/images/stories/2024/11/calibrate-quality-2510564113-650.jpg) ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Call Centre Helper Call Centre Helper is a trade publication publishing guidance on contact center operations, performance metrics and customer service. - [Explore this context](/entities/call-centre-helper) - [Reference](https://www.callcentrehelper.com/) ## Editorial provenance Version 1. Publication ID: b3c98136-8cd3-4cca-86a4-e6eb73e5a1c2. Prepared by gpt-6-luna; grounding review by gpt-6-luna. Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-05T23:25:33.541Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: historical\_context. Observation: 9af3e1886e940dba58ad8cc50098a046b1ed5003c0d1f236b411d7bbc5f5a907. Source text hash: 1f280888e2f55ad25777e97c8ec032a89f826a71ada3ec283fb35458afba1ba6. ## Revision and source-check history ### Version 1 — 2026-11-05T23:25:33.541Z Call Centre Helper’s article, authored by Robyn Coppell, argues that calibrating quality scores is a fairness and consistency process, not just a box-ticking exercise. It recommends setting standards, choosing specific behaviours to assess, and defining what those behaviours mean for customers, colleagues, and the contact centre. The article’s seven-step guide includes creating a scorecard with concrete criteria, documenting agreed principles, and holding regular sessions where analysts score calls separately before comparing results. It also recommends tracking analysts’ scores for deviations, while warning that an apparent outlier may be more accurate than the team. In Tom Vander Well’s account, sessions can expose differences, but group scoring can give louder voices undue influence. The article further cautions against conclusions from small samples and rushed reviews, and says criteria should specify when behaviours apply. It suggests involving advisors so they can understand expectations and reflect on their calls. These are recommendations and attributed observations; the article does not report measured outcomes showing that the process improves fairness or scoring accuracy. How many calls, and what range of call types, are needed before a scoring deviation is meaningful? ## Original source Call Centre Helper · Article Original source date: Jun 7, 2017 (2017-06-07T10:11:20+00:00). Date basis: Date stated by the publisher. Added to Escape Meridian: 2026-11-05T23:25:33.541Z. First observed: 2026-11-05T20:33:23.636Z. Retrieved: 2026-11-05T23:24:28.329Z. - [How to Calibrate Quality Scores](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Limits The article offers recommendations and attributed practitioner observations, but does not report measured results demonstrating that calibration improves fairness or scoring accuracy. It cautions that sample size and the types of calls scored affect interpretation, but does not establish a universally sufficient sample size or call mix. The article identifies Robyn Coppell as author and Tom Vander Well as a contributor; its recommendations should not be read as independently verified findings. ## Open question How many calls, and what range of call types, are needed before a scoring deviation is meaningful? ## Source-stated The article argues that calibration supports fairer, more consistent assessments, rather than serving only as a way to measure advisor performance. > Calibrating quality scores isn’t just a box-ticking exercise, it’s a crucial step in building a fair, consistent, and high-performing contact centre. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated The article recommends specific standards, behaviours, and scorecard criteria to make assessments more consistent and understandable. > By defining each behaviour with concrete criteria keeps assessments consistent and gives advisors clear, measurable goals to aim for. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated Tom Vander Well warns that group scoring can allow people with louder voices to dominate and may negatively influence scoring. > the people who have the loudest voices and the strongest opinions dictate the conversation, whilst people who have different opinions but are afraid of speaking out keep quiet - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated The article cautions that score differences may reflect small or unrepresentative samples, and that an apparent outlier may be scoring more accurately than the rest of the team. > sometimes the person who looks like they’re the outlier is actually the one who’s being more accurate than rest of the team. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source-stated The article recommends tracking analysts’ scores and discussing deviations, rather than treating a deviation alone as proof of incorrect scoring. > But it allows us to have the conversation with them and dig into why there is a difference. - [Supporting source](https://www.callcentrehelper.com/how-to-calibrate-quality-scores-110947.htm) ## Source and contributor context Robyn Coppell · Article author These are credits stated by the source; they do not establish a profile match or authorship of every passage. ## Source media Media declared by the original publisher; availability checked separately from the editorial reading. - [Person on computer with document icons and checkmarks and magnifying glass - quality calibration concept · Call Centre Helper](https://www.callcentrehelper.com/images/stories/2024/11/calibrate-quality-2510564113-650.jpg) ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Call Centre Helper Call Centre Helper is a trade publication publishing guidance on contact center operations, performance metrics and customer service. - [Explore this context](/entities/call-centre-helper) - [Reference](https://www.callcentrehelper.com/) ## Editorial provenance Version 1. Publication ID: b3c98136-8cd3-4cca-86a4-e6eb73e5a1c2. Prepared by gpt-6-luna; grounding review by gpt-6-luna. Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-05T23:25:33.541Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: historical\_context. Observation: 9af3e1886e940dba58ad8cc50098a046b1ed5003c0d1f236b411d7bbc5f5a907. Source text hash: 1f280888e2f55ad25777e97c8ec032a89f826a71ada3ec283fb35458afba1ba6. ### uncertain — 2026-11-05T23:25:33.541Z — anthropic/claude-opus-5.5 Publication: b3c98136-8cd3-4cca-86a4-e6eb73e5a1c2 attribution — uncertain: The page credits Robyn Coppell as author and Tom Vander Well as contributor, so the draft matches the current page. However, the page says it was first published in June 2017, while Coppell's bio says she joined in 2021, and the image path is dated 2024. The current text was likely revised, so it is unclear who wrote the 2017 original. Smallest repair: say the current version is credited to Coppell, with Vander Well quoted. > Robyn Coppell has worked as Digital Content Manager for Call Center Helper since 2021. summary — uncertain: The draft faithfully covers the source's seven steps and its cautions. It does not explain central roles for a non-specialist: advisors are the call agents being scored, and analysts are the staff who score calls. It also does not explain what a quality score is, and it gives no stated reason this call-centre QA article matters to readers following AI. The source never mentions AI, so the draft should say that relevance is unknown rather than leave it unexplained. The question is also repeated verbatim at the end of the summary. > While quality scores are often just seen as a method of measuring advisor performance date — pass: originalPublished 2017-06-07T10:11:20Z matches the page's stated first publication of 7 June 2017 at 11:11 (UK summer time). Later revisions do not change the first-publication date. > Published On: 7th Jun 2017 11:11 support — pass: Each claim is source-stated and attributed: the fairness framing, the scorecard criteria, Vander Well on loud voices, the outlier caveat, and discussing deviations rather than treating them as errors. Calling samples 'unrepresentative' fairly reflects the source's point about sample sizes and call types. The limitation noting that no measured outcomes are reported is accurate. > depending on how many calls you and the team are looking at, and the types of calls that they’re scoring or taking, it may be perfectly justified. media — pass: The selected media is the verified direct link to the original article, which is the most direct way to access the source. ## Recorded references Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter. No public references recorded here yet. [Reference data (JSON)](/readings/7d6b11179e59129bf46040f54f1c04fe10bcd9abc741a72709ecbb59c522bc63/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/call-centre-helper-how-to-calibrate-quality-scores-7d6b1117.json)