Key takeaways
- Publish the reopen definition before analysis.
- Link related requests with documented evidence.
- Separate recurrence from administrative reopening.
Source record
3 cited sources
Last verified
2026-09-14
A reopen rate can be misleading when systems use the same status for a failed repair, an administrative correction, and a resident's unrelated follow-up. The measure needs a fixed denominator and a reason code that can be audited.
Research question
What share of eligible closed work orders return to active status within a stated window, and what documented reasons explain those returns?
Methodology
Define the study period, eligible maintenance categories, closure event, and follow-up window before extracting records. Exclude canceled and duplicate work only under published rules. Link later requests using property, issue category, location, timestamps, and explicit cross-references. Do not rely on text similarity alone.
Classify each return as suspected incomplete work, recurrence, resident clarification, access follow-up, billing correction, administrative correction, unrelated issue, or unresolved. Have two reviewers code a sample and report agreement. Calculate the rate using eligible closed work orders as the denominator, then publish reason-specific counts and unresolved cases.
Evidence
The GAO Green Book provides internal-control context for documented processes. NIST information quality guidance discusses quality and objectivity in disseminated information. The EPA quality assurance resources provide general material on documented data-quality procedures.
Source treatment
Keep original status history and messages in the system of record. The research dataset should use stable identifiers and minimum necessary text. Log transformations, exclusions, and manual links. A resident report is evidence that a concern was reported, not proof of its technical cause.
Limitations
Teams may close work at different stages, which weakens comparisons. The follow-up window can miss later recurrence. Missing cross-references may undercount returns, while broad matching may overcount them. A low reopen rate does not establish repair quality if residents cannot or do not report problems.
Interpretation
Read the rate with closure rules, category mix, and unresolved counts. Use record review to test possible causes before changing vendors or workflow.