Setting Meaningful Quality KPI Targets Without Creating Perverse Incentives
Quality KPIs are only useful if the organisation can interpret them safely and set targets that encourage the right behaviours. Poorly designed targets can create perverse incentives: under-reporting incidents, closing audits without embedding change, or prioritising speed over quality. Strong providers align quality data, KPIs and performance metrics with realistic thresholds and learning-focused review routines grounded in quality standards and assurance frameworks.
This article explains how to set meaningful KPI targets in adult social care, while protecting transparency, safeguarding and outcomes.
Why targets can go wrong in social care
Targets can distort behaviour when they:
- Reward “good-looking numbers” rather than safe practice
- Are set without understanding baseline variation
- Ignore complexity differences between services
- Encourage speed over quality (for example, complaints closed quickly but not well)
In social care, a rise in certain figures (incident reporting, safeguarding concerns raised internally, complaints logged) may sometimes indicate improved transparency and safer culture, not declining quality.
Step 1: establish a baseline and understand normal variation
Before setting targets, providers should establish baseline performance over at least 3–6 months (longer where possible). This helps answer:
- What does “normal” look like across services?
- Which measures vary due to client mix or service model?
- Which trends are genuinely concerning versus expected fluctuation?
Targets should be adjusted for service type (supported living vs domiciliary care), complexity and staffing model, otherwise they will be unfair and unhelpful.
Step 2: differentiate between learning targets and compliance targets
Not all KPIs should have the same type of target. A useful approach is to separate:
- Compliance targets: where there is a clear “must do” (supervision completion, training compliance, review timeliness)
- Learning targets: where openness is essential (incident reporting, near-misses, complaints themes, safeguarding concerns)
Learning targets should focus on response quality, timeliness of learning and improvement actions, and evidence of embedding change.
Step 3: set targets that include both quantity and quality
Many providers set quantity-only targets, such as “100% audits completed”. A more meaningful approach is to include quality checks, for example:
- Audit completion + repeat finding rate
- Complaints closed on time + satisfaction with outcome
- Care plan reviews completed + evidence of outcomes and changes
This prevents “tick-box performance” and encourages a focus on lived experience and practice quality.
Operational example 1: avoiding under-reporting of incidents
Context: A provider sets a target to reduce incident numbers, and managers begin discouraging staff from reporting low-level issues to “keep numbers down”.
Support approach: The provider changes the target to focus on learning and response: “100% incidents reviewed within 48 hours, themes analysed monthly, and improvement actions evidenced.”
Day-to-day delivery detail: Team leaders review incident narratives, identify patterns (time of day, staffing consistency, triggers) and implement adjustments to routines and support plans. Staff are praised for reporting and reflecting, not criticised for “bad statistics”.
How effectiveness is evidenced: Reporting increases initially (improved transparency), followed by a stabilisation and reduction in repeated incident themes as changes take effect.
Operational example 2: setting fair targets across services with different complexity
Context: Two supported living services show different KPI profiles: one supports people with high behavioural complexity and shows higher incident rates and more restrictive practice review activity.
Support approach: The provider sets service-specific thresholds rather than a single organisational target, using complexity-adjusted expectations and focusing on quality of review and learning.
Day-to-day delivery detail: The complex service holds weekly clinical-style reviews (even if delivered by non-clinical leaders) where patterns are discussed, staff consistency is planned, and positive behaviour support strategies are reinforced. The lower-complexity service focuses more on care planning quality and community inclusion outcomes.
How effectiveness is evidenced: Each service shows improvement against relevant measures without being forced into unrealistic comparisons that drive unsafe behaviour.
Operational example 3: improving audit action plans beyond “closure”
Context: A provider reports that audit actions are “100% closed”, but the same issues keep reappearing. This suggests actions are being closed administratively, not embedded in practice.
Support approach: The provider introduces a target for sustained improvement: “repeat findings reduced by 50% over two quarters” and “spot checks confirm embedding in day-to-day practice.”
Day-to-day delivery detail: Managers revisit how actions are implemented: staff briefings, competency observations, supervision prompts and follow-up spot checks. Leaders check whether staff can explain the change and demonstrate it during routine delivery.
How effectiveness is evidenced: Repeat findings drop, and services show sustained compliance rather than short-term administrative closure.
Governance safeguards to prevent perverse incentives
Strong providers use governance checks to ensure targets do not distort practice, including:
- Triangulation: comparing KPI trends with feedback, audits and practice observation
- Culture checks: ensuring staff feel safe to report and raise concerns
- Quality sampling: testing the “why” behind the numbers through case reviews
- Escalation triggers: reviewing sudden drops in incidents or complaints as potential under-reporting signals
Targets should drive better practice, not reduced visibility.
Commissioner expectation
Commissioners expect KPI targets to be credible and linked to real improvement. They will often probe how targets are set, whether variation is understood, and what happens when performance deteriorates.
Regulator expectation (CQC)
The CQC expects openness, learning and strong governance. Inspectors are unlikely to be reassured by “perfect numbers” if staff feedback, records or observed practice suggest issues are being hidden or unmanaged.
Targets that improve quality, not just numbers
Good targets support transparency, learning and sustained improvement. When set well, they protect people who use services and strengthen provider credibility with both commissioners and inspectors.