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Overview

Analytics aggregates a chosen metric over a date range for a procedure, condition, or DRG, and lets you break it down by an organizational dimension and apply advanced filters. It’s the workhorse for “how has this metric behaved, and for whom?”

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When to use it

  • You want to track a financial, outcome, or operational metric over a time window.
  • You want to compare across surgeons, payors, providers, or clients.
  • You want to filter or segment — by percentile band, or by excluding certain diagnoses.

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Inputs

  • Duration — a date range. The default lookback is the last 365 days.
  • Domain — procedure, condition, or drg.
  • Metric — see the supported values below.
  • View type — detail, avg, or sum.
  • Filters / pivot — group by surgeon (the default), payor, provider, or client; optionally filter to specific entities, a percentile band, or exclude diagnoses.

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Supported metrics

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string
One of the following nine values:revenue, hospital_revenue, profit, margin, cost, discount, los, time, readmission_30

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View types

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string
One of: detail, avg, sum.
  • detail — itemized rows.
  • avg — averaged values across the selected scope.
  • sum — totaled values across the selected scope.

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Steps

1

Set the duration

Choose a date range, or accept the default last-365-days window.
2

Pick domain, metric, and view type

Select the procedure/condition/DRG, the metric, and detail / avg / sum.
3

Apply filters or a pivot

Group by surgeon, payor, provider, or client; optionally filter by percentile band or exclude specific diagnoses.
4

Read the results

Review the aggregated output for your selection.

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Outputs

Aggregated metric values for your selection, shaped by the chosen view type (detail / avg / sum) and broken down by the pivot dimension you selected.

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Notes & caveats

  • Hospital-only metrics (hospital_revenue, profit, margin) exclude certain bill types and professional fees and are not available for insurance/payor organizations.
  • Metric vocabulary differs by workflow. The Analytics metric set is not the same as the Predictions set — for example, Predictions uses price for billed amount, while Analytics uses revenue.
  • margin is expressed as a percentage; financial metrics are in currency.
  • Results are scoped to your organization.

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Support

Need help building or interpreting an analytics view? See Support or email admin@valiancehealth.ai.