{
  "version": 1,
  "generatedAt": "2026-09-07T04:32:07.308636+00:00",
  "data": {
    "asOf": "2026-08-23",
    "tracks": [
      {
        "track": "Commercial prices relative to Medicare",
        "publisher": "RAND Corporation",
        "period": "2022 claims in the Round 5.1 study",
        "finding": "California was among the states where average commercial hospital prices exceeded 300% of Medicare prices in 2022.",
        "allStudyAverage": 2.54,
        "allStudyAverageUnit": "share of Medicare",
        "sourceUrl": "https://www.rand.org/pubs/research_reports/RRA1144-2-v2.html",
        "method": "Actual private insurer allowed amounts divided by simulated Medicare payments for the same services at the same hospitals.",
        "caveat": "The public report supports the above-threshold California finding but does not supply a current service-level California rate file in this artifact. The study sample and claims period are 2020\u20132022 and are not the 2024 HCAI cohort."
      },
      {
        "track": "Hospital net patient revenue per adjusted unit",
        "publisher": "California HCAI Office of Health Care Affordability",
        "period": "2023 hospital measurement",
        "finding": "Facility-level payer measures are available for the core cohort; medians are published separately by payer and setting below.",
        "sourceUrl": "https://hcai.ca.gov/document/hospital-measurement-combined-dataset-2022-2023/",
        "method": "OHCA-reported net patient revenue divided by case-mix-adjusted discharges or intensity-adjusted visits.",
        "caveat": "Net patient revenue per adjusted unit is a spending/payment proxy, not a negotiated price for a standardized service. Facility distributions contain legitimate and potentially anomalous extremes; this summary uses medians and does not winsorize source values.",
        "measures": [
          {
            "field": "ip_npr_per_cmad_thrd",
            "label": "Commercial / other third-party inpatient NPR per case-mix-adjusted discharge",
            "denominator": "inpatient CMAD",
            "facilityCount": 296,
            "median": 22069.51
          },
          {
            "field": "ip_npr_per_cmad_mcar",
            "label": "Medicare inpatient NPR per case-mix-adjusted discharge",
            "denominator": "inpatient CMAD",
            "facilityCount": 294,
            "median": 10749.81
          },
          {
            "field": "ip_npr_per_cmad_mcal",
            "label": "Medi-Cal inpatient NPR per case-mix-adjusted discharge",
            "denominator": "inpatient CMAD",
            "facilityCount": 296,
            "median": 13669.36
          },
          {
            "field": "op_npr_per_iav_thrd",
            "label": "Commercial / other third-party outpatient NPR per intensity-adjusted visit",
            "denominator": "outpatient intensity-adjusted visit",
            "facilityCount": 274,
            "median": 223.07
          },
          {
            "field": "op_npr_per_iav_mcar",
            "label": "Medicare outpatient NPR per intensity-adjusted visit",
            "denominator": "outpatient intensity-adjusted visit",
            "facilityCount": 273,
            "median": 103.98
          },
          {
            "field": "op_npr_per_iav_mcal",
            "label": "Medi-Cal outpatient NPR per intensity-adjusted visit",
            "denominator": "outpatient intensity-adjusted visit",
            "facilityCount": 275,
            "median": 185.71
          }
        ]
      }
    ],
    "notCombinedReason": "The RAND and OHCA tracks differ in payer population, period, unit, and method. They are presented side by side and are never combined into one price index.",
    "peerReviewedCaliforniaEvidence": [
      {
        "id": "melnickFonkych2016",
        "citation": "Melnick GA, Fonkych K. Inquiry. 2016;53:0046958016651555.",
        "doi": "10.1177/0046958016651555",
        "pmcid": "PMC5798729",
        "peerReviewed": true,
        "geography": "California statewide hospital sample",
        "period": "2004-2013",
        "population": "Commercial inpatient allowed payments from Blue Shield of California; about 230 hospitals in 2012",
        "priceConcept": "Case-mix-adjusted allowed payment per inpatient admission",
        "design": "Longitudinal hospital analysis with regression adjustment",
        "finding": "Prices per admission increased 76% across all hospitals. Adjusted prices increased 113% at hospitals in the two largest systems versus 70% at other hospitals; by 2012-2013 the large-system differential was $3,964 (25%).",
        "limitation": "One commercial payer, nominal prices, historical period, and observational design; the study does not establish that system membership alone caused the differential.",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC5798729/"
      },
      {
        "id": "zhuangShapiro2023",
        "citation": "Zhuang T, Shapiro LM, Baker LC, Kamal RN. Clin Orthop Relat Res. 2023;481(6):1061-1068.",
        "doi": "10.1097/CORR.0000000000002489",
        "pmcid": "PMC10194750",
        "peerReviewed": true,
        "geography": "One large California health system",
        "period": "March 2021 price files and 2021 CMS quality measures",
        "population": "Public insurer-negotiated facility prices for total joint arthroplasty; 22 hospitals, 18 with complete quality data",
        "priceConcept": "Payer-specific negotiated facility price for DRG 470",
        "design": "Cross-sectional descriptive and correlation analysis",
        "finding": "Across 18 hospitals, the overall mean negotiated price was $54,500 (SD $23,200); payer-type means ranged from about $20,300 for Medicaid to $78,800 for commercial out-of-network coverage. No tested price-quality correlation met the study's corrected significance threshold.",
        "limitation": "Single system, one procedure, posted prices rather than claims-paid amounts, incomplete quality data, and cross-sectional associations.",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10194750/"
      },
      {
        "id": "brodke2019",
        "citation": "Brodke DJ, Guo C, Aouad M, Brown TT, Bozic KJ. J Bone Joint Surg Am. 2019;101(24):2212-2218.",
        "doi": "10.2106/JBJS.19.00475",
        "pmcid": "PMC10799682",
        "peerReviewed": true,
        "geography": "California CalPERS and same-carrier comparison population",
        "period": "2009-2013; reference pricing began January 2011",
        "population": "2,023 CalPERS and 8,024 non-CalPERS total joint arthroplasty patients",
        "priceConcept": "Insurer and patient payments for hospital total joint arthroplasty",
        "design": "Difference-in-differences observational evaluation",
        "finding": "Reference pricing was associated with a 19-percentage-point increase in lower-priced hospital selection and a $5,067 reduction in mean insurer payment, while mean patient out-of-pocket payment increased $1,991; most measured quality indicators did not change significantly.",
        "limitation": "Employer PPO population, elective joint replacement, observational parallel-trends design, and policy effects are not a statewide hospital price level.",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10799682/"
      },
      {
        "id": "robinson2015",
        "citation": "Robinson JC, Brown TT, Whaley C, Finlayson E. JAMA Intern Med. 2015;175(11):1783-1789.",
        "doi": "10.1001/jamainternmed.2015.4588",
        "pmcid": "PMC10799681",
        "peerReviewed": true,
        "geography": "California CalPERS and Anthem comparison population",
        "period": "2009-2013; reference payment began January 2012",
        "population": "35,195 CalPERS colonoscopy episodes before/after and 258,616 Anthem comparison episodes",
        "priceConcept": "Allowed price for colonoscopy across hospital outpatient departments and ambulatory surgery centers",
        "design": "Difference-in-differences observational evaluation",
        "finding": "Reference payment increased use of low-priced facilities by 17.6 percentage points and reduced adjusted price by 21.0%; CalPERS reported $7.0 million (28%) lower spending over two years, with no statistically significant complication change.",
        "limitation": "Includes hospital and nonhospital sites, one purchaser and carrier, outpatient procedure only, and observational policy evaluation.",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10799681/"
      },
      {
        "id": "farrell2010",
        "citation": "Farrell KS, Finocchio LJ, Trivedi AN, Mehrotra A. J Gen Intern Med. 2010;25(2):110-114.",
        "doi": "10.1007/s11606-009-1176-5",
        "pmcid": "PMC2837489",
        "peerReviewed": true,
        "geography": "353 California acute-care hospitals",
        "period": "Post-AB 1045 field experiment published 2010",
        "population": "Written estimate requests for hysterectomy, cholecystectomy, or screening colonoscopy from a hypothetical uninsured patient",
        "priceConcept": "Hospital-provided self-pay price estimate",
        "design": "Audit study",
        "finding": "Only 28% of hospitals responded. Estimates varied from $3,500-$65,300 for hysterectomy, $2,700-$36,000 for cholecystectomy, and $350-$5,805 for colonoscopy; 75% of estimates exceeded the median California Medicare reimbursement.",
        "limitation": "Estimates were often non-comparable, sometimes excluded physician fees, and do not represent negotiated insurer prices or actual paid claims.",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC2837489/"
      }
    ],
    "remainingBoundary": "Precise current service-level allowed prices require normalized hospital machine-readable files or claims data. Public CMS transparency files are free but need a separately scoped harvesting, normalization, and validation pipeline; HCAI HPD claims access is restricted and not required for this public-data Almanac."
  }
}
