Benchmarking Methodology
- Metric-Based Benchmarking
- Benchmark Types
- How Peer Groups Are Determined
- Coverage Notes
- Privacy and Anonymity
- Frequently Asked Questions
- Related Articles
Metric-Based Benchmarking
For any given Metric, Jiro Health identifies a peer group of similar clinicians and practices. The same Metric is calculated for every clinician in that group over the same time frame, producing summary values across the cohort.
The result is displayed alongside your own value — showing where you stand relative to similar physicians across your state and nationally.
Benchmarking is designed to surface directional context inside Practice, helping you identify patterns worth examining in your clinical and operational activity.
Benchmark Types
|
Benchmark |
Type |
What It Shows |
| Peer Average | Peer — Central Tendency | Average value across your peer group |
| Peer Median | Peer — Central Tendency | The midpoint value of your peer group |
| Percentile Rank | Peer — Distribution | Where you fall as a percentage of peers (e.g., 85th percentile means above 85% of the group) |
| Top Band | Peer — Distribution | Top 15% of your peer group |
| Bottom Band | Peer — Distribution | Bottom 15% of your peer group |
| Practice Pattern | Peer — Behavioral | Comparisons of specific treatments, prescriptions, or procedures against peer norms |
| Temporal | Individual — Time | Your own historical performance over time |
| Target | Individual — Goal | Comparisons to explicit guideline thresholds or organizational goals |
How Peer Groups Are Determined
There are multiple peer groups at different levels - national, state, facility. They are all within your self-selected specialty, but whether they are in the same geography isn't necessarily the case.
Clinical Comparability
- Your specialty, based on what you selected upon sign-up.
- Your care setting
Practice Location and Setting
- Practices similar to yours (such as independent clinic vs. health system) to pair similar organizations based on size, location, and patient population
Coverage Notes
Benchmarking accuracy depends on the volume of claims data associated with your NPI.
Limited claims data: Jiro may display broader specialty-level or location-level benchmarks rather than individualized peer comparisons.
No available claims data: Users with no attributed claims data will see benchmark reference ranges but no personalized comparison.
Privacy and Anonymity
Individual clinician data is not exposed to other users. All peer comparisons are based on aggregated, anonymized data at the cohort level. A high-performing clinician's patterns may be reflected anonymously in cohort-level reference points, but no individual is identifiable.
Frequently Asked Questions
Do my peers see my individual data? No. Individual clinician data is not shared with other clinicians. Peer comparisons are built from aggregated, anonymized cohort data.
What is the difference between peer benchmarks and individual benchmarks? Peer benchmarks compare your performance to a defined cohort. Individual benchmarks compare your current activity to your own historical performance or to defined clinical targets.
Can I see how my performance changes over time? Yes. Jiro surfaces both peer comparisons and temporal trends, allowing you to track how your Metrics have shifted over previous months.
Related Articles
Version History
Updated: May 8, 2026
Reviewed by: Claude, Help Scout Docs Reviewer
Approved by: [Name, Title]