A transparent framework for comparing Thai neighbourhoods on healthcare access: four equally-weighted sub-factors — hospital & JCI proximity, emergency response capability, specialist & facility depth and capacity & reliability — each scored 0–25 for a 0–100 total, benchmarked against BAANLYY's own JCI-Accredited Hospitals Directory.
Status, upfront: this page defines the Hospital Access Score methodology in full detail. The evidence base already live today is the JCI-Accredited Hospitals Directory (12 verified facilities, 7 cities) and a simpler Healthcare Access sub-factor already built into the live Family Score. This four-factor, 0–100 breakdown is the disclosed framework for a more detailed version — not yet computed and published per area. We say so plainly rather than implying a score that doesn't exist yet.
| Sub-factor | Points | How it would be measured |
|---|---|---|
| Hospital & JCI proximity | 0–25 | Drive time and distance to the nearest hospital of any kind, and separately to the nearest JCI-accredited facility from BAANLYY's JCI-Accredited Hospitals Directory. Areas within a short drive of a JCI-verified hospital score highest; areas relying on a small local clinic with no nearby international-standard facility score lower. |
| Emergency response capability | 0–25 | Whether the nearest facility runs a staffed 24/7 emergency room, typical ambulance response time for the area, and the presence of trauma-capable emergency services versus an outpatient-only clinic that would refer serious cases elsewhere. |
| Specialist & facility depth | 0–25 | Range of specialists on staff or visiting (cardiology, oncology, orthopedics, paediatrics and more), presence of dedicated specialty centres, and on-site diagnostic imaging capability (CT, MRI) rather than referral to another facility for imaging. |
| Capacity & reliability | 0–25 | Bed capacity at the nearest major facility, presence of an international patient department with English-speaking staff and direct insurance billing, and the facility's track record of continuous operation and accreditation renewal over time. |
Hospital Access Score = Hospital & JCI Proximity (0–25) + Emergency Response Capability (0–25) + Specialist & Facility Depth (0–25) + Capacity & Reliability (0–25), for a maximum of 100. All four sub-factors are equally weighted by default, the same disclosed, equal-weight approach BAANLYY uses for its Transit Score and Walkability Score — every BAANLYY score follows the same transparent-methodology principle, even where the specific factors differ by purpose.
Joint Commission International (JCI) accreditation is an internationally recognised healthcare quality standard. As of 2026, Thailand reports 65 JCI-accredited organizations — the most in Southeast Asia — of which BAANLYY has individually verified 12 facilities across Bangkok, Chiang Mai, Pattaya, Phuket, Koh Samui and Nakhon Ratchasima in its JCI-Accredited Hospitals Directory. Bumrungrad International Hospital in Bangkok was the first hospital in Asia to earn JCI accreditation, in 2002. An area's Hospital & JCI Proximity sub-score is set relative to which of these verified facilities, if any, actually serves it — not a blanket assumption that every hospital carries the same accreditation standard.
Two areas can both sit near "a hospital" and still offer very different value depending on what's needed. A facility with a staffed 24/7 emergency room and short ambulance response time is what matters most in a genuine emergency, while a facility's roster of specialists, dedicated centres (cardiac, oncology, orthopedic) and on-site imaging matter more for ongoing or planned care. Splitting Emergency Response Capability and Specialist & Facility Depth into their own sub-factors captures that difference instead of treating "near a hospital" as a single undifferentiated outcome.
BAANLYY can connect you with vetted local agents who know which areas genuinely deliver on fast, quality medical care.
This is a disclosed proprietary methodology for general research purposes only — not medical, investment, legal or relocation advice. Hospital accreditation and capability details referenced here reflect BAANLYY's published research as of 2026 and are subject to change; always verify current accreditation and capabilities directly with the facility or the Ministry of Public Health.
Primary and official sources are cited above. Government rules, fees and procedures in Thailand change over time and vary by office; always confirm current requirements with the relevant authority before relying on them. BAANLYY never takes paid placement in editorial content.