Linking health information systems
Routine data from DHIS2 instances, laboratory pergalan and logistics systems are mapped to shared facility identifiers and to terminologies such as ICD-11, with every transformation logged.
GCRI · Health Nexus
Data engineering, interoperability and stewardship decide whether health evidence can be combined at all. In this field they cover the facility identifiers, terminologies, exchange standards, provenance and access controls that let surveillance, service, supply and environmental data be linked lawfully, reproducibly and without exposing individuals.
Data engineering, interoperability and stewardship cover the pipelines, standards and governance that make data usable and trustworthy. They determine whether information from different sectors can be combined for joint nirxandina xetereyê. In health and biosecurity, sound data engineering allows hazard, exposure and financial data to be linked consistently. It supports transparent and repeatable analysis of interconnected risk. The canonical description is on STEM Commons.
Routine data from DHIS2 instances, laboratory pergalan and logistics systems are mapped to shared facility identifiers and to terminologies such as ICD-11, with every transformation logged.
Indicators are aggregated, small cells suppressed and disclosure risk assessed before release, so evidence can be shared without identifying patients or small communities.
Each dataset carries metadata on source, licence, collection method and evidence label, following the FAIR principles, so every value can be traced back to its origin.
Qebareya nifûsê, ronahiyên şevê û germahiya rûyê rojê li ser Afrîkayê, ji NASA GIBS. Her qat dîroka xwe digire.
Nexşeya înteraktîf JavaScript hewce dike; lîsteya qatan û çavkanî li jêr in.
Qat 3
Rûbirûbûna jîngehî, ji bo vê rûpelê
Klavye, dema ku nexşe di fokusê de ye
Ctrl an ⌘ bigire û bizivirîne da ku nêzîk bikî
Ya herî dawî ya heyî
NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth
Wêneyên herî nû yên NASA tê barkirin.
Bikişîne da ku bilivîne. Ctrl an ⌘ û zivirandin, pincandin an bişkojkan ji bo nêzîkkirinê; ji bo nirxên di bin nîşanderê de li ser bisekine; vegerandin vedigere herêmê.
Environmental exposure, framed on Africa.Berhemên peyk û modelê wekî NASA diweşîne, her yek bi dîroka xwe. Nîşander in, ne nirxandinên tu cihî ne.
Qat û dîrok
Datasets and records used by data engineering, interoperability and stewardship on this platform, with the role each plays and the label its values carry. Sources are listed in the source register.
| Dane | Rol | Nîşan |
|---|---|---|
| National master facility lists | Shared identifiers for linkage | Statîstîkên weşandî |
| DHIS2 metadata and data values | Routine reporting inputs | REPORTED |
| WHO Global Health Observatory API | Reference indicator definitions and published values | Statîstîkên weşandî |
| HL7 FHIR resources from source pergalan | Standardised exchange of records | REPORTED |
Assembled from the Nexus Standards area profile Health security and One Health: the hazards it names, the pergalan and sectors that carry the loss, the controls that dampen it and the data that observe it. Choose the components, pick an initiating hazard and step through the cascade. The Map view places the run on an example geography with open data. Every coupling weight is a stated assumption you can change. A teaching model, not a forecast, an assessment or a certification. To model a place of your own choosing, open the full System Builder.
Metirsî
Pergal û girêdan
Kontrol
NS-0 Destûr û prensîbNS-3 UNIyên tomara xetereyê (rêzimanî, nexşeya veguhastina ji pergala kevin, desthilata veqetandinê)NS-9 UNI yên çarçoveyî (belavkirin, mînak, mînakên bernameyê)NS-10 Policies and clauses (machine-readable obligations: definition, binding, evaluation and enforcement)NS-11 Piştrastkirin û çavdêrî (delîl, erêkirin, çavdêriya lihevhatina zero-trust)NRS-H83 Malbata metirsiyê: Têkçûna kapasîteya pergala tenduristiyê (NHS-1 health.system)NRS-H42 Malbata metirsiyê: Enfeksiyonên mirovî yên kêm û domdar (NHS-1 health.other-human)NRS-H41 Malbata metirsiyê: Derbasbûna ji heywanan bo mirovan (NHS-1 health.zoonotic)NRS-H43 Malbata metirsiyê: Şewbaxên heywanan di xwedîkirina heywanan û avçandiniyê de (NHS-1 health.animal-health)NRS-D3 Bersiva mirovî û başbûna berxwedêrNRS-H46 Malbata metirsiyê: Zirara jîngehî û ya berheman li mirovan (NHS-1 health.harm)Çavdêrî
Erdnîgariya mînakê
Pipelines are tested with automated quality checks, schema validation and lineage audits. Reconciliation against source pergalan confirms completeness.
| Kontrol bikin | How it is done |
|---|---|
| Reconciliation against source | Totals after transformation are compared with source systems and every difference explained |
| Schema and terminology validation | Records are validated against agreed schemas and code lists before loading |
| Disclosure review | Published outputs are tested for re-identification risk before release |
| Licence and consent audit | Each dataset’s licence and permitted uses are checked before linkage |
Incompatible standards, missing metadata and restrictive licences block integration. Legacy systems and undocumented transformations introduce silent errors.
The sectors health data engineering and interoperability touches and how strongly they depend on each other: what a study has to observe and model together.
Îmze
Tenduristî û hevkarên wê
Tenduristî ji bo xebitandinê hêza kar dide binesaziyê (0.3), keda zeviyê dide xwarinê (0.3) û hêza kar a xizmetên giştî dide avê (0.2).
W · E · I · F · H · B
Model, texmînên wî, daneyên wî û nediyariya wî, bi şeweyê ku zanyar an endezyar kontrol bike. Avahî rêbazên weşandî dişopînin. Nirxên hatine xêzkirin nimûneyî ne, ne encam in.
How far the outlook for health data engineering and interoperability could spread, shown as ranges rather than a single line.
Dane û hesabkirin stewards data engineering, interoperability and stewardship for the Consortium and reviews how it is applied across platforms.
Process explorer · Process
10 steps·4 qonax·2 derî
Pêvajo
An admitted mission becomes a cycle project; the build is pinned, verified and signed, and the Global Risks Forum (GRF) records acceptance for exercise, not permission to deploy.
Salê bernameyê · NXS-FAC · UniverseDesigned programme process, not a record of operation. No cycle has run and every programme is at service level R0. A gate is a programme decision, never a public-authority approval, certification or deployment authorisation. The record order follows the Builds and Releases room lists of NXS-FAC.
rêzeya Pergalên Stratejîk is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.
Tu carî daneyên şexsî, hûrgiliyên binesaza hesas an tiştekî ku mafê we yê parvekirinê tune ne neşînin. Beşdarî berî bikaranînê tê nirxandin; şandina wê nivîskarî an mafên edîtorî nade û sponsorî tu carî encamekê nakire.
Agahî û pirs îro vekirî ne. Pirsek referansekê distîne û gava piştî wê dide nasîn; serlêdan, drav, veqetandina hesabkirinê û tomarkirin tenê dema ku tîm, mercên wê û kapasîteya vekolînê hebin vedibin.
Nexşe, dane û jimarên vê malperê ji bo çarçoveyê û agahiyên giştî têne nîşandan. Ew ne şîret, ne pêşbînî û ne hişyarî ne; sînorên agahiyê di Daxuyaniyên Berpirsiyariyê û Daxuyaniyên Daneyê de hatine diyarkirin.
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