[
  {
    "id": "cms",
    "publisher": "CMS",
    "title": "Overview of Coding and Classification Systems",
    "url": "https://www.cms.gov/cms-guide-medical-technology-companies-and-other-interested-parties/coding/overview-coding-classification-systems",
    "period": "Current reference",
    "accessed": "2026-10-18"
  },
  {
    "id": "bls",
    "publisher": "US Bureau of Labor Statistics",
    "title": "Medical Records Specialists",
    "url": "https://www.bls.gov/ooh/healthcare/medical-records-and-health-information-technicians.htm",
    "period": "Updated 2026-08-27; wages May 2025; projections 2025\u20132035",
    "accessed": "2026-10-18"
  },
  {
    "id": "caqh",
    "publisher": "DataSpring powered by CAQH",
    "title": "2025 CAQH Index release",
    "url": "https://www.dataspring.com/blog/2025-caqh-index-shows-u.s.-healthcare-avoided-258-billion-and-accelerated-automation-interoperability-and-ai-adoption",
    "period": "Published 2026-02-19; cost estimates concern 2024",
    "accessed": "2026-10-18"
  },
  {
    "id": "exp26",
    "publisher": "Experian Health",
    "title": "Claims denial management survey infographic",
    "url": "https://www.experian.com/content/dam/marketing/na/healthcare/articles/eh_claim_denial_infographic_final.pdf",
    "period": "Published 2026-03-02; survey January\u2013February 2026",
    "accessed": "2026-10-18"
  },
  {
    "id": "expmethod",
    "publisher": "Experian Health",
    "title": "Common causes of eligibility-related claim denials",
    "url": "https://www.experian.com/blogs/healthcare/common-causes-of-eligibility-related-claim-denials/",
    "period": "Published 2026-06-25; identifies 2026 sample of 200 leaders",
    "accessed": "2026-10-18"
  },
  {
    "id": "exp25",
    "publisher": "Experian Health",
    "title": "State of Claims 2025",
    "url": "https://www.experian.com/blogs/healthcare/state-of-claims-2025/",
    "period": "Published 2025-09-23; survey of 250 professionals in June\u2013July 2025",
    "accessed": "2026-10-18"
  },
  {
    "id": "kff",
    "publisher": "KFF",
    "title": "Claims Denials and Appeals in ACA Marketplace Plans in 2024",
    "url": "https://www.kff.org/patient-consumer-protections/claims-denials-and-appeals-in-aca-marketplace-plans-in-2024/",
    "period": "Published 2026-03-24; CMS data for 2024 claims",
    "accessed": "2026-10-18"
  },
  {
    "id": "ama",
    "publisher": "American Medical Association",
    "title": "2025 prior authorization physician survey",
    "url": "https://www.ama-assn.org/system/files/prior-authorization-survey.pdf",
    "period": "Published 2026; December 2025 survey of 1,000 physicians",
    "accessed": "2026-10-18"
  },
  {
    "id": "hhs",
    "publisher": "US Department of Health and Human Services",
    "title": "Business Associates",
    "url": "https://www.hhs.gov/hipaa/for-professionals/privacy/guidance/business-associates/index.html",
    "period": "Current guidance",
    "accessed": "2026-10-18"
  },
  {
    "id": "minimum",
    "publisher": "US Department of Health and Human Services",
    "title": "Minimum Necessary Requirement",
    "url": "https://www.hhs.gov/hipaa/for-professionals/privacy/guidance/minimum-necessary-requirement/index.html",
    "period": "Current guidance",
    "accessed": "2026-10-18"
  },
  {
    "id": "cpc",
    "publisher": "AAPC",
    "title": "Certified Professional Coder",
    "url": "https://www.aapc.com/certifications/cpc",
    "period": "Credential reference",
    "accessed": "2026-10-18"
  },
  {
    "id": "cpb",
    "publisher": "AAPC",
    "title": "Certified Professional Biller",
    "url": "https://www.aapc.com/certifications/cpb",
    "period": "Credential reference",
    "accessed": "2026-10-18"
  },
  {
    "id": "ahima",
    "publisher": "AHIMA",
    "title": "Certifications overview",
    "url": "https://www.ahima.org/certification-careers/certifications-overview/",
    "period": "Credential reference",
    "accessed": "2026-10-18"
  },
  {
    "id": "billing",
    "publisher": "Actigy BPO",
    "title": "Medical billing outsourcing",
    "url": "https://actigy.com/services/medical-billing-outsourcing/",
    "period": "Provider-published service scope",
    "accessed": "2026-10-18"
  },
  {
    "id": "coding",
    "publisher": "Actigy BPO",
    "title": "Medical coding outsourcing",
    "url": "https://actigy.com/services/medical-coding-outsourcing/",
    "period": "Provider-published service scope",
    "accessed": "2026-10-18"
  },
  {
    "id": "case",
    "publisher": "Actigy BPO",
    "title": "Telehealth RCM case study",
    "url": "https://actigy.com/case-studies/telehealth-rcm-clean-claims/",
    "period": "Updated 2026-10-04; anonymized, self-reported, not independently audited",
    "accessed": "2026-10-18"
  }
]