Among residents with explicitly recorded care needs, who has no corresponding encounter within a defined period, and what documented barriers are available?

Proportion without a corresponding recorded encounter within the agreed window, with separately documented barriers.

The study calls for Independent need assessment, Eligible people and care opportunity, Care received during that opportunity and Reasons for non-use. The measure to examine is proportion without a corresponding recorded encounter within the agreed window, with separately documented barriers.

This custom study is prepared to order. Choose the city, date range, population and required records; the accepted order defines the final study scope.

Onboarded city options

Nairobi (Kenya) · Lagos (Nigeria)

Custom city requests

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

Data type

Synthetic

Priced domains

Health, Households, Insurance, Demographics

Catalogue structure

Question-specific research data

Key features

Record concepts for your order-specific extract.

Who it is for

• Researchers
• analysts
• data scientists
• policy teams

Proposed study unit

Person with documented need during a defined period

Planned records and relationships for this study.

Record concepts for your extract

• Independent need assessment
• Eligible people and care opportunity
• Care received during that opportunity
• Reasons for non-use

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

Establish the need construct, measurement validity, eligibility and response rules before estimating unmet need.

Proposed questions for your custom order

1. Among residents with explicitly recorded care needs, who has no corresponding encounter within a defined period, and what documented barriers are available?

Proposed research and analytical applications

• Study design
• group comparison
• longitudinal analysis

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

• No healthcare visit does not establish unmet healthcare need.
• Requires additional need, eligibility and non-use evidence; these constructs are not asserted to be included.
• Synthetic outcomes do not establish observed African population prevalence.
• Custom scope: verify an independent recorded need assessment, eligible residents, care opportunity and matching encounter window. Missing encounters do not establish unmet need; recorded barriers may be absent and must remain unknown.
• 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/
│   ├── health_records.parquet
│   ├── household_history.parquet
│   ├── insurance_records.parquet
│   └── citizens.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.