How do people use healthcare?

Connect healthcare use with insurance, demographics and household context.

The record concepts include encounter frequency, care setting, coverage status, dated encounters, care history, health-state events and household composition. Inspect encounters and documented care settings. Review age, household and coverage at care dates. Recorded use does not establish complete access or unmet need.

This dataset is prepared to order. Choose the city, date range and required scope; the accepted order defines the population, final fields, formats and delivery.

Onboarded city options

Nairobi (Kenya) · Lagos (Nigeria)

Custom city requests

African Major Cities · Additional cities require availability, scope and quote confirmation.

Data type

Synthetic

Connected domains

Health, Households, Insurance, Demographics

Catalogue structure

Longitudinal

Key features

Record concepts for your order-specific extract.

Who it is for

• Public-health teams
• insurers
• policy analysts
• health researchers

Proposed study unit

Observable resident-period with linked encounters

Explore care frequency and settings with dated household, age and insurance context.

Record concepts for your extract

• encounter frequency
• care setting
• coverage status
• dated encounters
• care history
• health-state events
• household composition

The agreed specification defines the final columns, keys, relationships and observation period for your order.

Show counts and rates with explicit observation periods and denominators; identify repeat users and preserve unknown coverage or care-setting values.

Proposed questions for your custom order

1. How do recorded healthcare visit frequency and care settings differ across life stages, household types and insurance-coverage groups?
2. Which age groups and households use different types of healthcare?
3. Among residents with explicitly recorded care needs, who has no corresponding encounter within a defined period, and what documented barriers are available?
4. How does use of care differ between people with and without insurance?
5. How does a change in household composition coincide with care use?
6. Which households have health coverage, and who remains outside it?
7. How do covered and uncovered people use different care settings?
8. Who uses different types of healthcare, and how often?

Proposed research and analytical applications

• Exploratory analysis
• Cohort comparison
• Planning scenarios
• Data workflow prototyping

Data generation

FCTE synthetic city engine

Data classification

Synthetic

FCTE generation methods and published city/domain checks provide source context. The order defines the final extract and the release-specific checks, documentation and limitations supplied with it.

Known limitations

• Describe observed use, not complete access or unmet need. Confirm care-setting coverage, observation time and insurance status definitions.
• Recorded care use does not establish complete access or underlying healthcare need.
• Unmet need requires independently defined need evidence and remains a separately scoped study.
• Coverage effects cannot be inferred causally from unadjusted synthetic associations.
• Synthetic records describe generated scenarios; they do not establish observed population prevalence or real-world causal effects.

Catalogue base price

$395 USD

Price basis

Base price per selected city

Availability

Prepared after order

The displayed catalogue amount is a base price per selected city. Your requested dates, population, fields, formats and usage rights determine the agreed scope and final quote. Applicable published discounts and taxes are confirmed with that quote.

Your prepared package

Your order confirms the data files, documentation, evidence, examples and release controls included in the prepared package.

• Agreed data extract
• Schema and field documentation
• Release-specific evidence and limitations
• Agreed loading or analysis examples
• Licence, manifest, checksums and delivery note

SD_RESEARCH_DATASET/
├── data/
│   ├── citizens.parquet
│   ├── health_encounters.parquet
│   ├── coverage_history.parquet
│   └── household_history.parquet
├── documentation/
│   ├── README.md
│   ├── DATA_DICTIONARY.csv
│   ├── SCHEMA.md
│   └── METHODOLOGY.md
├── evidence/
│   ├── CERTIFICATION.json
│   ├── VALIDATION_REPORT.pdf
│   └── KNOWN_LIMITATIONS.md
├── MANIFEST.json
├── CHECKSUMS.sha256
└── LICENSE.pdf

Delivery process

Confirm the cities, date range, records, formats, rights and price in writing. The order-specific extract is then prepared and supplied under the agreed payment and delivery conditions.

One secure download package for the agreed release and licensed entity.

Delivery timing, access expiry, formats and prerequisites are confirmed in the accepted order.

Support, refreshes, future releases, hosting and APIs are included only when expressly ordered.

Data Licensing Agreement · 2026-10

A non-exclusive, non-transferable licence for the named customer within the accepted scope and duration.

Permitted use

Internal research, development, testing and analytics within the accepted order.

Model training

Model training, external applications, commercial distribution and access by other legal entities must be expressly addressed in the order.

Redistribution

Raw or substantially reconstructable data cannot be resold, published or redistributed without separate written authorization.

Attribution

Preserve release provenance and applicable third-party notices. Published outputs must identify the data as synthetic.