Provider Performance and Quality Metrics

This dataset provides comprehensive scorecards for healthcare providers, detailing quality metrics such as HEDIS measures, patient satisfaction, cost efficiency, clinical outcomes, MIPS scores, and value-based payment performance. It enables robust benchmarking, network management, and supports value-based care initiatives by offering granular, period-specific insights into provider performance.

  • last updated 2 Nov 2025
  • by GoMask
The brief that made it

Provider benchmarking and performance improvement

Sample rows

preview · 8 of 100 rows · all 21 columns
provider_idstringprovider_typestringnum_patients_servedintegerhedis_measure_idstringprovider_namestringnetwork_idstringhedis_measure_namestringhedis_scorefloatpatient_satisfaction_scorefloatcost_efficiency_scorefloatoutcomes_scorefloatmips_scorefloatvalue_based_payment_scorefloatscorecard_period_startdatescorecard_period_enddateaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringaddress_countrystringlast_updateddatetime
PRV-00001PCP1580HEDIS-501Maple Health PartnersNET-101Comprehensive Diabetes Care94.64.688.191.395.289.72023-01-012023-12-311200 Maple AveSpringfieldIL62701USA2024-05-21T09:17:24
PRV-00002Specialist940HEDIS-502Downtown Cardiology GroupNET-102Heart Failure Management86.53.974.381.288.777.22023-01-012023-12-31304 S Main St Suite 200ChicagoIL60605USA2024-05-22T10:24:41
PRV-00003Clinic1217HEDIS-503Cedar Grove PediatricsNET-103Childhood Immunization91.24.882.992.590.385.52023-07-012024-06-30785 Cedar LaneEvanstonIL60201USA2024-05-21T13:32:10
PRV-00004Hospital3625HEDIS-504Riverbend HospitalNET-104Acute Inpatient Care77.93.467.272.878.1712022-10-012023-09-302100 River RdPeoriaIL61614USA2024-05-21T16:58:31
PRV-00005PCP1320HEDIS-505Summit Family PracticeNET-105Adult BMI Assessment88.44.285.789.192.486.82023-04-012024-03-31455 Summit AveNapervilleIL60540USA2024-05-22T08:44:53
PRV-00006Specialist760HEDIS-506Lincoln Women's HealthNET-106Prenatal and Postpartum Care90.74.580.288.991.584.42023-01-012023-12-311215 Lincoln StRockfordIL61107USA2024-05-22T11:10:03
PRV-00007Hospital4210HEDIS-507Eastside Medical CenterNET-107Hospital Readmission Rate73.12.762.670.472.966.22023-04-012024-03-31800 Eastside BlvdAuroraIL60502USA2024-05-22T09:25:47
PRV-00008Clinic930HEDIS-508Oakwood Behavioral ClinicNET-108Depression Screening80.9479.583.686.881.32022-10-012023-09-30350 Oakwood DrElginIL60120USA2024-05-21T12:40:19

What the 100 rows show

from the 100-row sample

Hospital (provider type) stands out: mean num_patients_served is 3,614, against 950.1 for the rest.

  • 975median num_patients_served
  • 15hedis measure names
  • 23address states
  • 87.6median hedis_score
  • 4.2median patient_satisfaction_score
  • 81.6median cost_efficiency_score
Mean num_patients_served by provider_type100 rows
02,0004,0001,163PCP38 rows687.0Specia…24 rows3,614Hospit…15 rows926.7Clinic19 rows617.5Other4 rows
num_patients_served100 rows, in bands of 500
0255054825704235102,5005,000num_patients_served →

Median 975, from 370 to 4,588.

hedis_measure_id73 rows with a value · 27 left blank
  1. HEDIS-5048
  2. HEDIS-5068
  3. HEDIS-CIS8
  4. HEDIS-5017
  5. HEDIS-5037
  6. HEDIS-CDC6
  7. HEDIS-ABA6
  8. HEDIS-PPC6
  9. HEDIS-5023
  10. HEDIS-5053
21 columns by typefrom the column list below
  • string 11
  • integer 1
  • float 6
  • date 2
  • datetime 1

Columns

21 columns in three groups
blueprint · 21 columns
columntypedescriptionexample
Text 11 columns
provider_idstringUnique identifier for the healthcare provideruniquePRV-00001
provider_namestringFull name of the healthcare provider or practiceMaple Health Partners
provider_typestringType of provider (e.g., PCP, Specialist, Hospital)PCP · Specialist · Hospital · Clinic · OtherPCP
network_idstringIdentifier for the provider's network affiliationoptionalNET-101
hedis_measure_idstringUnique identifier for the HEDIS measureoptionalHEDIS-501
hedis_measure_namestringName of the HEDIS measure evaluatedoptionalHeart Failure Management
address_streetstringProvider's street addressoptional1200 Maple Ave
address_citystringProvider's cityoptionalSpringfield
address_statestringProvider's stateoptionalIL
address_postal_codestringProvider's postal codeoptional62701
address_countrystringProvider's countryoptionalUSA
Numbers 7 columns
hedis_scorefloatProvider's score for the HEDIS measure (0-100)0 to 100 · optional94.6
patient_satisfaction_scorefloatAverage patient satisfaction score (0-5 scale)0 to 5 · optional4.6
cost_efficiency_scorefloatProvider's cost efficiency score (0-100)0 to 100 · optional88.1
outcomes_scorefloatProvider's clinical outcomes score (0-100)0 to 100 · optional91.3
mips_scorefloatProvider's MIPS (Merit-based Incentive Payment System) score (0-100)0 to 100 · optional95.2
value_based_payment_scorefloatProvider's value-based payment performance score (0-100)0 to 100 · optional89.7
num_patients_servedintegerNumber of patients served by the provider during the reporting period0 or more · optional1580
Dates and times 3 columns
scorecard_period_startdateStart date of the scorecard reporting period2023-01-01
scorecard_period_enddateEnd date of the scorecard reporting period2023-12-31
last_updateddatetimeTimestamp when the record was last updated2024-05-21T09:17:24

Use it for

  • median num pat…975100 rowsmean num patients ser…1.2kPCP687.0Spec…3.6kHosp…926.7Clin…

    A healthcare dashboard

    Num_patients_served by provider_type and a breakdown of hedis_measure_id. Excel, Power BI or Tableau.

  • Why do the 15 Hospital rows have a mean num_patients_served of 3,614?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable providers with provider_name, provider_type and network_id to fill a screen in front of a buyer.

Not quite right?

Make it yours.

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This dataset100 rows21 columns
Yours1,000 rows21 columnsaddress_street: UK only

blueprint · provider-performance-and-quality-metrics

Behind this dataset

Same schema. As many rows as you need.

These 100 rows came out of a blueprint — 21 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Provider NPI and measurement period
  • Quality measures: HEDIS, CMS quality measures, specialty-specific
  • Patient satisfaction scores: CAHPS, Press Ganey
  • Cost efficiency: cost per episode, total cost of care
  • Utilization metrics: admission rate, ER visits, imaging utilization
  • Outcomes data: readmissions, mortality, complications
  • MIPS composite score (quality, cost, improvement, IA)
  • Star ratings for Medicare Advantage
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
provider-performance-and-quality-metrics

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