Star ratings are the wrong model for care work
Care doesn't need star ratings. It needs meaningful recognition, grounded in verified identity and real working relationships.
When people talk about making care work visible, the conversation often jumps straight to ratings. Give every worker a score out of five, the thinking goes, and quality becomes legible. We think that is the wrong model, and a risky one in a safeguarding context.
What ratings get wrong
A star rating is reductive by design. It compresses a person's judgement, reliability, warmth and skill into a single number, then strips the context that made it meaningful. In consumer marketplaces that trade-off is tolerable. In care, where the stakes are a vulnerable person's wellbeing, it is not. A number out of five tells a future employer almost nothing about whether a worker is good with people living with dementia, or calm in a crisis, or trusted by the families they support.
Ratings also tend to be extractive and fear-driven. They reward the avoidance of complaints rather than the presence of skill, and they put the people doing the hardest work permanently on the defensive.
What other industries actually did
The industries that made invisible work visible did not do it with stars. They did it with portable professional identity:
- Developers built reputations through a visible body of work that follows them between jobs.
- Professionals carry recommendations and a record of what they have done from one employer to the next.
The common thread is not a score. It is a record of real work and real regard that belongs to the person, not the platform, and travels with them.
Recognition, not ratings
Care needs the same idea, shaped for its context. Recognition that is specific and meaningful ("trusted with complex care", "reliable across years of shifts") tells a future provider something a number never could. And in time it should run both ways: workers deserve to learn which providers are good to work for, just as providers learn about workers.
Built on a foundation of verification first
Recognition only matters if the underlying credentials are sound. That is why the first job is getting screening and credentials reviewed and current. Recognition is the layer that makes good work visible once that foundation is in place.
How feedback works in practice
In the product we call this feedback, and we have built it to lean towards recognition rather than rating. It only carries weight when it comes from someone real, so every piece of it is anchored to either a verified identity or a working relationship we can stand behind.
A provider can only leave feedback for a worker whose Career Passport they have access to, or previously had access to. That single rule means it always comes from a genuine working relationship: someone who actually engaged that worker, never a stranger or a competitor. The feedback is specific, and it becomes part of the worker's profile, so good work is visible to others rather than locked inside one employer's files. The point is recognition: a record of regard that travels with the worker.
We are very conscious that this is sensitive territory, so the design leads with fairness. Most feedback is everyday signal: reliability, teamwork, how someone handled a tricky shift. Anything that rises to a serious concern goes through a deliberate review process and is examined thoroughly before it is ever made visible. If we have reason to believe feedback is false or misleading, we can act on the profile that left it, but we do so carefully and proportionately, never on a hair trigger.
Some issues are graver than a platform should settle on its own. For those, the responsible thing is making sure the people who should know are informed, including the agencies that maintain the banning registers. We have not finished designing how that escalation should work, and we would rather say so plainly than overstate it. Getting it right matters more than getting it quickly.
The whole point is to make good care and good workplaces visible, and to help people feel recognised for work that usually goes unseen. Because every contribution is anchored to a verified identity or a real working relationship, the same design quietly makes the network hard for bad actors to game. That is a welcome by-product, not the goal.
How this connects to the Career Passport
A Career Passport is built to carry both: a worker's reviewed credentials, and, over time, the recognition of their work, owned by the worker and travelling with them. The point is not to score people. It is to make sure that years of good care do not vanish the moment someone changes employer.
That is what visibility should mean in this sector: not a number, but a professional identity that finally follows the person who earned it.
This is general information, not compliance advice. Always confirm requirements with the relevant regulator, and remember that providers keep the legal responsibility to sight credentials and decide who can work.
We work hard to keep everything accurate, and our compliance engine keeps up with the rules as they change. Even so, we might get a detail slightly wrong or miss something. No one's perfect. If you think something here needs updating, email us at resources@koora.care. We would genuinely rather know, because we all do better when we help each other get it right.
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