Consider a central management team overseeing twelve services, with a dashboard displaying forty different measures. Each measure has a purpose, often introduced in response to a specific need. Over time, however, few are reviewed or removed, leaving the team with an increasingly crowded dashboard.
A quality intelligence platform for care can bring together a wide range of information, but more data does not necessarily lead to better decisions. When too many measures compete for attention, meaningful patterns can be overlooked and dashboards risk becoming routine reporting tools rather than prompts for action.What follows is one way to pick three priorities for a quarter. It’s a working method, not a regulatory requirement. And it can be adapted to any service.
The following ten signals have been selected for their potential to inform management decisions. They draw on patterns that can emerge from audit findings, action records and feedback, with a focus on identifying risks, recurring issues and opportunities for improvement. This is a suggested management framework, not a CQC requirement. The most relevant measures will depend on each provider’s services, priorities and quality objectives.
When a number becomes a signal
A measure becomes meaningful when clear thresholds and appropriate actions have been agreed in advance. Without these, it remains a figure rather than a tool for decision-making.
Consider an audit score of 94%. On the surface, this may appear satisfactory. However, what defines an acceptable score? If it falls to 89% the following month, what action should follow? If the response is simply to investigate further, without a defined process or trigger for intervention, the measure has limited practical value.
Audit scores, while useful, can be among the least informative measures on a management dashboard when viewed in isolation. They reflect the questions included in the audit, the evidence assessed and the way responses are recorded. A high score does not necessarily indicate that recurring issues have been resolved or that corrective actions have been effective.
More meaningful signals reveal whether the organisation’s quality assurance processes are working as intended: whether issues are identified, addressed, reviewed and prevented from recurring. Care outcomes remain the ultimate objective, but the measures that track the effectiveness of these processes provide important insight into whether the organisation is equipped to achieve and sustain improvement.
Is the system running?
1. Audits completed by the due date. Timely audits provide the foundation for reliable quality reporting. When a scheduled infection control audit is delayed, the findings and management insights that depend on it are also delayed. Track the percentage of audits completed on time, broken down by service, to identify gaps in the audit cycle. InvictIQ can schedule audits across sites, providing a defined schedule against which completion can be measured.
2. Repeat audit findings. Track audit questions that fail more than once within a quarter. An isolated failure may indicate a specific issue, while repeated findings can suggest that the underlying cause has not been adequately addressed. Monitoring recurrence helps distinguish one-off incidents from persistent weaknesses in practice. For providers introducing a single additional quality measure, this can be a useful starting point.
3. Time taken to close actions. Measure the typical time between an action being raised and its closure, while also examining the longest-outstanding actions. An acceptable median can conceal individual actions that have remained open for several weeks. Reviewing these exceptions helps management identify delays, assess potential risks and determine where additional support or escalation may be required.
4. Overdue and escalated actions. Monitor the number of actions that are overdue, remain unresolved or require escalation. InvictIQ provides visibility of action status and deadlines. A rising number of overdue actions may indicate capacity constraints, competing priorities or barriers to completion within a service. The underlying reasons should be examined before attributing delays to individual team members.
5. Actions that recur after closure. Identify issues that reappear after an action has been marked as complete. For example, a finding closed in March that is raised again in May may indicate that the intervention did not address the underlying cause or that the improvement was not sustained. Where recurrence is concentrated in a particular unit or service, the effectiveness of its action-closure and verification processes may warrant closer review.
Is it the same everywhere?
6. Variation between services. Group averages can conceal significant differences in performance across individual services. Compare the highest- and lowest-performing services against the same audit question to identify where practice differs. Significant variation can indicate where targeted support is needed, but it can also reveal opportunities to share effective approaches between services.Two traps here, both to do with bias.
7. Audit scores that remain unchanged. A service achieving 100% on the same audit for six consecutive months may demonstrate consistently strong practice. However, an unchanged score may also indicate that the audit questions are not sufficiently effective at identifying areas for improvement. If audit scores remain static while feedback themes or other quality indicators change, the discrepancy warrants investigation. Reviewing the relevance and effectiveness of the audit questions can help establish whether the scores genuinely reflect the quality of practice.
What are people telling you?
8. Survey Response Rates by Unit. Before interpreting survey results, compare response rates across units. Results based on four responses from one unit and thirty from another may not provide a like-for-like comparison. Low participation may also indicate that families are unaware of the survey or lack confidence that their feedback will lead to meaningful change.
9. Recurring Themes Across Surveys. A single survey provides a snapshot; results across three consecutive surveys can reveal emerging trends. InvictIQ analyses sentiment and identifies themes, reducing the time required to review hundreds of responses. Track whether concerns such as “evenings feel rushed” increase or decrease following an intervention. However, always review a sample of the original comments to validate the themes, as automated categorisation can miss context or nuance.
10. Time from Feedback to Action. When a family member or Support Worker raises a concern, how long does it take for a corresponding action to be recorded? This often-overlooked measure reveals how effectively feedback translates into action. The time taken matters because people who raise concerns notice whether they are addressed. InvictIQ allows survey findings to be converted into action plans, helping reduce the gap between identifying an issue and initiating a response.
Nobody needs all ten
Different roles need different levels of insight. Senior Support Workers need unit-level tasks and actions, Registered Managers need service-level quality indicators, and Head Office needs cross-service comparisons. Tailoring what each role sees keeps information relevant, focused and actionable.
Write the trigger down first
For each signal, define what constitutes a concern and who is responsible for responding. Agreeing thresholds and escalation steps in advance ensures a consistent response and avoids decisions being influenced by poor results.
Illustrative example:
Signal: Actions overdue by more than 14 days.
Concern threshold: More than five overdue actions in a service.
Response: The Registered Manager reviews the actions with the owners that week. If the number remains above five after a further fortnight, Central Team becomes involved.
The thresholds above are illustrative only and should be set according to the organisation’s own risk appetite and operational requirements.
Then review the list itself
Signals can lose relevance over time. A measure that was valuable at launch may no longer be useful once the underlying issue is resolved, while emerging risks may remain undetected because they are not being monitored.
CQC’s Regulation 17 guidance states that governance systems and processes “should be continually reviewed to make sure they remain fit for purpose”. This applies to the selection of quality signals as much as to audit processes.
A quarterly review should identify which signals have informed decisions, which have added little value, and which emerging risks require new measures. Discontinue signals that no longer serve a purpose and introduce new ones where gaps exist. A quality intelligence platform for care retains the underlying data, so removing a signal from the management view does not mean losing the information.
Ten is a ceiling
This approach does not require a large team. Ten signals, clearly defined thresholds and a quarterly review are manageable for most care providers. The true test of a quality intelligence platform for care is whether every measure has a clear owner and a defined response when performance changes.
A signal has an owner and a trigger. Anything else is a number on a screen.
