The staffing component of a building's Care Compare profile draws on data submitted through the Payroll-Based Journal, or PBJ. Because it comes from payroll records, it reflects hours actually paid. That makes it a faithful mirror of what happened, and also a reminder that the quality of the underlying data matters as much as the staffing itself.
Many operators treat PBJ as a periodic submission task handled by payroll or finance. A more useful approach is to treat it as an ongoing view of staffing that leaders review regularly, long before a deadline.
What PBJ Reflects
PBJ data is based on paid hours by staff category and date. Roles are categorized, and hours are tied to the days they were worked. Care Compare staffing measures are derived from this information in combination with resident census. Because the data is detailed and daily, patterns such as weekend dips can show up clearly.
Why Regular Review Helps
- It catches data problems early. Miscategorized roles, missing hours or mapping errors are easier to fix before submission than after.
- It reveals real staffing patterns. Looking at daily staffing by role shows days and shifts that run thin.
- It aligns leadership. When administrators, DONs and finance all see the same data, conversations are more productive.
Views Worth Building
Daily Staffing by Role
Show hours by role for each day, compared against census. Look for days with consistently lower hours, especially weekends.
Weekday Versus Weekend Patterns
Weekend staffing often differs from weekday staffing. A view that compares the two highlights where schedule design may need attention.
Contract and Agency Hours
Understanding the share of hours covered by contract or agency staff is useful for both cost and continuity discussions. Make sure those hours are captured accurately in the data.
Data Completeness Check
A simple check for missing days, unusual zeros or sudden jumps can flag data issues quickly. Compare scheduled hours, timeclock hours and the figures going into your submission.
Role Mapping Review
Periodically review how job titles map to PBJ categories. If a title changes or a new one is added, confirm that it maps correctly.
Reconcile Sources
The same hours may appear in scheduling, timekeeping and payroll systems. Differences between them often explain why a building's staffing looks different on paper than in practice. Regular reconciliation helps you understand which differences are real and which are data artifacts.
A Hypothetical Example
Picture a hypothetical building whose leaders notice weekend staffing looking lower than expected in their review. A reconciliation shows that some weekend hours worked by contract staff were not captured in the feed. After fixing the process for entering those hours, the weekend numbers align more closely with what the schedule shows. A separate look at the schedule also suggests weekends are slightly thinner than weekdays, which the leadership team decides to address through scheduling.
Two different issues, one data problem and one real pattern, were separated because the data was reviewed together.
Connect to the Floor
PBJ data is abstract unless it is tied to daily practice. Share simple staffing views with unit managers and discuss what they see. Ask how staffing patterns feel on the floor and whether the data matches their experience. Differences can be as informative as agreement.
Link to Other Measures
Staffing patterns often correlate with other operational indicators such as call-light response times, overtime and turnover. Viewing them together helps leaders understand relationships, though correlation does not prove cause. Use these views to generate questions for further exploration.
Keep a Calendar
Build a regular schedule for PBJ review, such as a monthly check and a more thorough review ahead of each submission period. Assign owners in payroll, nursing administration and administration so responsibilities are clear.
Support Multi-Building Consistency
For groups, use the same views and definitions in every building. That makes it easier to identify where practices differ and share what works.
Focus on Care, Not Just Ratings
The goal of reviewing staffing data is to make sure residents have the coverage they need and staff have manageable workloads. Ratings follow from the work, so focus attention on the daily practices that shape staffing.
A Short Checklist
- Review daily staffing by role against census each month.
- Compare weekdays and weekends.
- Reconcile schedule, timeclock and payroll data.
- Confirm role mapping is current.
- Discuss findings with unit managers.
See Your Staffing Data
CarePulse Analytics combines scheduling, payroll and census information to give leaders a clear, regular view of staffing. If you would like to see your own data in that form, a demo is a straightforward way to begin.