Understand the topic
What this means in daily life
A failure database should explain how a service broke down and what changed afterwards. It should support learning from documented mechanisms without exposing survivors, prejudging a case or claiming an untested redesign has worked.
A useful failure account follows the sequence from an earlier warning to the unresolved service task and the proposed correction. It should distinguish documented events from interpretation and avoid claiming that a redesign has worked before it is tested.
Data reference table
Evidence Snapshot
Read each value with its reporting period, population and limitations. A historical national reference is not a local baseline or proof that an IFT proposal works.
5 measurement records still need data and a review of their relevance.
| Signal | Reference Value | Period / Population | How to Read It | Source Status |
|---|---|---|---|---|
| Indicators with complete metadata | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Reporting/health/survey triangulation | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Correction turnaround | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Privacy incidents | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Projects completing women-impact review | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
Different surveys, administrative records, estimates and reporting years are not interchangeable. No combined IFT score is calculated from these rows.
Evidence coverage and review log (CSV) · Structured evidence register (JSON)
10 ideas for this topic
What could be done — and what needs testing
These are proposals for research and local testing. They are not claims that a project has been funded, implemented or proved successful.
Failure definition
Describe the missed service outcome precisely
What to check: Distinguish harm allegations from verified institutional findings
Timeline reconstruction
Use authorised records to trace decisions and handoffs
What to check: Mark unknown intervals rather than invent an account
Cause alternatives
Examine staffing communication resources and procedural explanations
What to check: Avoid assigning blame from chronology alone
Warning review
Study relevant earlier concerns through competent teams
What to check: Check what was known at the time rather than hindsight
Redesign rationale
Explain which observed mechanism a change should address
What to check: Reject solutions unrelated to the documented failure
Bounded test
Define an ethically approved operational test where appropriate
What to check: State stopping conditions and responsible oversight
Outcome evidence
Compare actual service performance after the change
What to check: Separate implementation from demonstrated benefit
Unintended harms
Examine privacy exclusion workload and retaliation effects
What to check: Retain negative findings in the record
Transfer conditions
Explain what another institution would need to adapt the lesson
What to check: Avoid labelling one case a national proof
Protected publication
Remove identifying and legally sensitive details
What to check: Have competent reviewers assess re-identification risk