Industry

One Patient, Many Records: 5 Steps Cambodian Providers Can Take Before a Unified Patient ID Arrives

Cambodia is laying the groundwork for a unified patient identity. A national identifier will help link records in future, but it will not clean up the ones hospitals already hold. Here is how to get ready now.

Suhina Singh
Suhina Singh
Founder & CEO, Jonda Health
October 22, 2026
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10 min read

Key takeaways
  • Cambodia's Ministry of Health has described a unified patient identity as a foundation for its integrated digital health ecosystem.
  • An early draft national FHIR guide defines a client registry that links eleven identifier types, from the Khmer ID card and a Health ID to payer and programme identifiers.
  • A Ministry pilot of a unique health identifier with biometric identification and an electronic personal health record was due to begin in 2026.
  • Most hospitals already hold the same patient several times over. A national identifier will not fix that on its own.
  • Five practical steps, from an identifier inventory to careful merging and linking, can be taken now and pay off in care, claims and reporting.

 

Ask any registration desk in a busy hospital how many times the same patient appears in their system, and the honest answer is usually "more than once". A patient registers at one site under one spelling, returns a year later with a different phone number, visits a sister clinic where their name is transliterated differently, and has laboratory results filed under yet another variation. None of this is unusual. It is what happens in every health system that grew up one facility and one programme at a time.

Cambodia is now working to change that. At a European Chamber of Commerce in Cambodia (EuroCham) forum in May 2026, the Deputy Director of the Ministry of Health's Department of Digital Health stressed that a unified patient identity system is a foundational component of any integrated digital healthcare ecosystem.1 Several pieces of work point in that direction, and they give hospitals, clinics and laboratories a clear reason to start preparing.

This article explains what is taking shape and sets out five steps providers can take before a unified patient identifier arrives. It is written for private hospital groups, clinic chains and laboratories, and for the hospital information system (HIS), electronic medical record (EMR) and laboratory information system vendors who support them. It builds on our earlier pieces, Cambodia's Digital Health Reset and NSSF Claims Go Digital.

 

What is taking shape

Three developments matter most. The first is technical. The Ministry of Health's Cambodia Digital Health Enterprise Architecture (CamDHEA) technical working group has published an early draft (version 0.1.0) of a national FHIR implementation guide. FHIR, or Fast Healthcare Interoperability Resources, is the international standard for exchanging health data. The guide defines a client registry, a shared service that keeps one master record for each person and links the identifiers they carry. It lists eleven identifier types: a Health ID, the Khmer Identification Code, the Khmer ID card number, identifiers from the HIV, tuberculosis (TB), antenatal care (ANC) and immunisation (EPI, the Expanded Programme on Immunization) programmes, the Patient Management and Registration System (PMRS), the Health Equity Fund (HEF), the National Social Security Fund (NSSF), and others.2

 

One patient linked to eleven identifier types in four groups One patient 11 identifier types National identity Payers Health programmes Facility systems Khmer ID card numberKhmer Identification Code, Health ID NSSF identifierHealth Equity Fund identifier HIV, TB, ANC, EPIprogramme identifiers PMRS identifierplus local record numbers

Figure 1. The identifier types listed in Cambodia's draft client registry guide, grouped by source.

 

The second is a pilot. The Ministry of Health, funded by the Asian Development Bank under the Greater Mekong Subregion Border Areas Health Project, sought consultants to demonstrate a unique health identifier with biometric identification, alongside an electronic personal health record, including a mobile application for migrant workers. The work was due to start in May 2026 and run for 24 months.3

The third is national identity reform beyond health. The Ministry of Interior's General Department of Identification, supported by the United Nations Development Programme, is working towards "One Person, One Identity", shaping a National Strategic Plan of Identification for 2026 to 2035.4

Taken together, these signal where Cambodia is heading: towards a model in which each person's records can be reliably linked across hospitals, programmes and payers. That model only works if the records being linked are accurate in the first place.

 

1. Know which identifiers you already hold

Most providers hold more identity data than they realise, spread across registration, billing, laboratory and programme systems. One system holds a local medical record number, another holds an NSSF number, a third holds a programme identifier, and paper files may hold the Khmer ID card number that never made it into any system. Before you can link anything, you need to know what you have and where it lives.

What this means for you: list every identifier your organisation captures, which system holds it, how complete it is, and who is responsible for it. Compare your list with the identifier types in the draft national guide.

 

2. Capture identifiers consistently at registration

Duplicates are created at the front desk, so that is where prevention starts. Inconsistent capture is the most common cause: a name typed in Latin script one day and Khmer script the next, a date of birth recorded in different formats, or a phone number used in place of an identifier. Khmer names can be transliterated into Latin script in several ways, so the same person can easily appear as two.

What this means for you: make key identifiers required fields, record names in Khmer script and in one agreed transliteration, use one date format, and search for an existing record before creating a new one.

 

3. Find and merge your duplicates carefully

Once capture is consistent, the next step is to deal with the duplicates already in your systems. This needs care. Merging two different people into one record is far more dangerous than leaving a duplicate in place, because it can attach someone else's allergies, results or medications to the wrong patient. Good practice combines clear matching rules with human review of uncertain cases, and keeps an audit trail so any merge can be reversed.

 

Three duplicate records for the same patient merged into one linked record Sok DaraBorn 03/04/1985 · Site A Sokh DarahBorn 1985-04-03 · Site B Dara SokLab record · NSSF number only One linked record Name in Khmer script and one transliteration One date of birth, one format Local record numbers from Sites A and B NSSF and Khmer ID card numbers linked Merge reviewed and logged

Figure 2. An illustrative example: three records for one patient, merged and linked with care.

 

What this means for you: measure your duplicate rate on a sample of records, agree matching rules with your clinical and records teams, send uncertain matches for human review, and log every merge.

 

4. Link identifiers rather than overwrite them

When a national or payer identifier becomes available, it is tempting to replace your local record number with it. Resist that. Your local number connects years of history inside your own systems. The better approach is the one a client registry uses: keep your local identifier and link it to the others, so each record can be found by any of them without losing anything.

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What this means for you: design your patient record to hold several identifiers side by side, each labelled with its type and issuing authority, in line with the identifier types in the draft national guide.

 

5. Get ready to connect

The final step is to prepare for exchange. As the national client registry and enterprise architecture take shape, systems that can represent patients and their identifiers in FHIR will connect more easily. Identity data is also personal data. Cambodia's draft Law on Personal Data Protection treats health data as sensitive and includes a right to data portability,5 so consent, access controls and clear purposes for linking records need to be built in from the start.

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What this means for you: ask your vendors how they will support the national FHIR guide and client registry, and review how you capture consent, control access to identity data and record why records are linked.

 

The five steps as a path from inventory to connection 1. Inventory 2. Capture 3. Merge 4. Link 5. Connect What you holdPrevent newduplicatesFix existing onesKeep everyidentifierReady forthe registry

Figure 3. Five steps from what you hold today to a connected record.

 

Why this cannot wait for the national ID

It is reasonable to ask whether providers should simply wait for a national identifier and let it solve the problem. In our experience, it does not work that way. A new identifier links records going forward. It does not tell you which of your existing three records for the same person is correct, and it cannot merge them for you. The organisations that benefit most from a national identity layer are those whose records are already clean enough to link.

The work also pays off long before any national system goes live. Fewer duplicates mean safer care, because clinicians see the full history. They mean fewer NSSF claim queries, because patient details match the member record. And they mean more reliable reporting, because each patient is counted once. Laboratories gain as well: results reach the right record the first time, rather than being filed against a near match. Identity matching can be supported by AI at scale, and we use it ourselves, but because an incorrect merge carries real clinical risk, uncertain matches always need human review.

 

A practical checklist

For private hospital groups, clinic chains and laboratories
  1. Inventory every patient identifier you capture, which system holds it and how complete it is.
  2. Make key identifiers required at registration, and search for existing records before creating new ones.
  3. Record names in Khmer script and one agreed transliteration, with one date format across all sites.
  4. Measure your duplicate rate on a sample, and agree matching rules with clinical and records teams.
  5. Merge duplicates with human review of uncertain matches and a full audit trail.
  6. Keep local record numbers and link national, payer and programme identifiers alongside them.
For HIS, EMR and laboratory system vendors
  1. Support multiple identifiers per patient, each labelled by type and issuing authority.
  2. Build matching that handles Khmer script, transliteration variants and inconsistent dates.
  3. Provide reviewable, reversible merge workflows with audit trails.
  4. Follow the draft national FHIR guide and plan for client registry integration.

 

Frequently asked questions

 

Does Cambodia have a national health ID?

Not yet in full. The Ministry of Health has described a unified patient identity as foundational, an early draft national FHIR guide includes a Health ID among the identifiers a client registry would link, and a Ministry pilot of a unique health identifier with biometric identification was due to begin in 2026.

 

What is a client registry?

A client registry is a shared service that keeps one master record for each person and links the different identifiers they carry across hospitals, programmes and payers, so their records can be brought together reliably.

 

What is the Cambodia Digital Health Enterprise Architecture?

It is the Ministry of Health's blueprint for how digital health systems in Cambodia should fit together, being developed with support from the World Health Organization alongside a five-year action plan for 2026 to 2030.

 

Should hospitals wait for the national ID before cleaning their records?

No. A national identifier will help link records in future, but it will not clean up the duplicates and inconsistencies hospitals already hold. Cleaning and linking records now makes the transition easier and improves care and claims today.

 

How does patient identity affect NSSF claims?

If the patient details in a hospital record do not match the National Social Security Fund member record, the claim cannot be paid until the mismatch is resolved. Consistent identity data is one of the simplest ways to reduce claim queries.

 

How Jonda Health can help

Getting patient identity right is quiet, careful work, and it underpins everything else Cambodia is building. There are two ways we can support you.

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Product
JondaX
For private hospital groups, clinic chains, laboratories and their vendors

JondaX turns health records from many sources and formats, including PDFs, scanned reports, HL7 and FHIR messages, into structured, standardised information that clinicians and systems can actually use. It handles records in more than one language, resolves variant test names and units, caters to the local code sets many institutions maintain, and maps data to medical coding standards, with clinical review built in. Consistent, structured records are what make reliable matching possible.

ISO 27001 certified. More than 500,000 files processed.

Services
Jonda Health Services
For medical records, IT and operations leaders

If you want to know how many duplicates you hold and what to do about them, our Services team can help. We draw on experience across clinical practice, digital health, health data, interoperability, product and AI. Our Health Data Foundations work reviews a sample of your patient records, measures duplication and identifier completeness, and sets out a practical plan for capture, merging and linking ahead of national systems.

 

Book a free 30-minute data readiness conversation

Tell us how patient records are held across your sites today, and we will help you see what it will take to be ready for a unified patient identity.

Prefer email? Get in touch at hello@jonda.health.

 

References

  1. Cambodia Investment Review. EuroCham forum highlights digital claims, shared health data and new financing models, May 2026.
  2. Ministry of Health, Kingdom of Cambodia (CamDHEA Technical Working Group). Client Registry Identifier Type code system, Cambodia FHIR implementation guide, version 0.1.0.
  3. Ministry of Health, Kingdom of Cambodia. Request for expressions of interest: unique health identifier and electronic personal health record, Greater Mekong Subregion Border Areas Health Project.
  4. UNESCAP. Cambodia advances toward One Person, One Identity, December 2025.
  5. Hogan Lovells. Cambodia moves to enact comprehensive data privacy law.

This article is for general information and is not legal advice. The national FHIR guide referenced is an early draft and may change.

Suhina Singh is a physician, the Founder and CEO of Jonda Health, and a health data strategist working at the intersection of artificial intelligence and clinical information systems.

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