Reports & raw data

Downloads

The complete project behind this site — every report, analysis, and dataset. The website pages summarize this work; here you can read the full write-ups and pull the underlying data. Everything is built from public/official sources (CMS, California HCAI, IRS Form 990, DOL Form 5500, CMS NPPES, U.S. Census/LEHD, CDC PLACES, City of Redlands ACFR).

1Strategy reports & analyses

The written deliverables. Markdown (.md) files open as text in the browser or in any editor.

FileWhat it is
Strategy_06_Biological_Age_Payvider.mdThe Biological-Age Payvider — align a provider group, own the risk, standardize a medical-fitness front door, and lower the community's biological age. New mission/vision, the honest bio-age science, the internalized-Part-A engine, capital plan, and the 3-lens panel verdict. (See the Biological Age page.)
Five_Strategies_Breakeven_to_20M.mdThe ~25,000-word "Five Strategies" engagement: five adversarially-verified paths from −$16M to break-even and beyond — ranking, funded-portfolio view, the Tesla-stack answer, board decision memo, and the full panel-verdict appendix. (See the Five Strategies page.)
Strategic_Analysis_Consulting_Report.mdThe full ~20,000-word strategic engagement: PESTEL, Five Forces, leakage, value chain & financials, payer/covered-lives, resident-vs-commuter read, regulatory navigation, SWOT/TOWS, growth horizons, the service-line roadmap, recommendations, and the adversarial partner-review appendix.
service_line_market_entry.mdAcute service-line market-entry analysis & phased reclaim-and-grow roadmap (23 lines scored, H1/H2/H3, do-not-build list).
service_line_scorecard.csvThe 23 candidate service lines × 8 weighted criteria + weighted score + tier + priority.
rch_market_leakage_analysis.mdHCAI patient-origin / market-share & leakage analysis (methodology, core vs. broad market, ED vs. inpatient).
commuter_resident_analysis.mdResident-vs-commuter market read (LEHD LODES + ACS): who works vs. lives in the service area, and the residence haircut for the covered-lives model.
independent_provider_analysis.mdIndependent provider network & manageable-lives analysis (CIN aggregation targets, SB→Banning corridor).
california_regulatory_requirements.mdCalifornia regulatory brief: CPOM, 1206(l) foundation, Knox-Keene ladder, OHCA/AB1415, SB351, network adequacy.

2Market, leakage & demographics data

FileWhat it is
rch_market_share_leakage.csv17 service-area ZIPs × RCH share + leakage + 9 competitors, inpatient and ED (HCAI CY2024).
rch_patient_origin.csvRCH's draw by origin ZIP (585 ZIPs): inpatient, ED, ambulatory-surgery volume + % of RCH.
hcai_utilization_comparison.csvRCH vs. 9 competitors: beds, discharges, ALOS, occupancy, ED visits, surgeries, births, trauma designation.
service_area_demographics.csv · .geojsonZIP-level population, age, income, insurance, race/ethnicity + CDC PLACES disease burden (the map overlays).
commute_flows_by_city.csv11-city commute/jobs-housing table (LEHD LODES8 2022 + ACS 2024).

3Competitors & provider network

FileWhat it is
competitors.csv · .json · .mdEvery hospital, ASC, urgent care, clinic, imaging & physician group in the service area (geocoded) — the competitor map's source data.
independent_groups.csv · .jsonIndependent provider groups (CIN aggregation candidates), with specialties, provider counts, and panel-life estimates.

4RCH facility, quality & financials

FileWhat it is
rch_hospital_data.mdFull RCH fact brief: facility, quality (CMS/HCAHPS/mortality/infections), financials (Form 990 FY2011–2024), utilization, with sources.
rch_quality_scores.csvRCH quality metrics (CMS Care Compare) in tabular form.
rch_financials_utilization.csv14-year financial trajectory + HCAI utilization series.
redlands_community_hospital_benefits.mdRCH community-benefit summary.

5Employers, health plans & source documents

FileWhat it is
redlands_top_employers.mdCity of Redlands top employers (ACFR FY2025).
redlands_business_licenses.csvAll 7,264 active Redlands business licenses, with employee counts + Form 5500 health-plan match columns (≈1 MB).
health_plan_carriers_by_employer.csv · roster_health_plan_matches.csv · redlands_5500_health_plans.csvDOL Form 5500 / Schedule A health-plan filings cross-matched to local employers (carriers, participants).
health_plans_form5500.mdNotes on the Form 5500 health-plan methodology.
redlands_acfr_2024-25.pdfCity of Redlands Annual Comprehensive Financial Report FY2024-25 (public source document, ≈3.7 MB).

6Hospital quality (CMS Care Compare) & IE independent providers

FileWhat it is
hospital_care_compare_summary.csv21-hospital scorecard: overall & HCAHPS stars, %recommend, mortality/readmission/complication flags, key infection SIRs, ED median time, sepsis bundle, Medicare spend. (See the Quality Compare page.)
hospital_care_compare.csvThe FULL measure-level dataset — every CMS Care Compare measure for all 21 hospitals (3,822 rows, long format), pulled from the CMS Provider Data Catalog with no 3-hospital limit.
hospital_care_compare_analysis.mdNarrative comparing the 21 hospitals on stars, patient experience, mortality, safety/infections, ED throughput — and where RCH ranks.
ie_independent_groups.csv · .jsonAll 188 independent (non-LLU/KP/Optum/Dignity/Prime) provider groups across San Bernardino + Riverside counties. (See the IE Independents page.)
ie_independent_provider_census.mdRegion-by-region census narrative: aggregation targets, the big IPAs (PHN, PromiseCare), the ~40 borderline/flagged groups, and methodology.
About these files. This is a personal strategy side-project built entirely from public/official data; modeled figures (covered lives, take-up, residence haircuts, recapture sizing) are labeled planning estimates throughout — not actuarial, legal, clinical, or investment advice. Markdown and CSV files open as plain text in the browser; the PDF opens inline. Every figure traces to its cited public source within the report files.