Global Smartphone Non-Adoption Rates Due to Cost or Education, Age 15+

Global Findex database provides survey data on the percentage of adults aged 15 and older who do not own a smartphone, with reasons linked to cost or low educational attainment. The dataset likely contains country-level indicators derived from household surveys. Its specific temporal coverage, row count, and column details are not provided in the minimal metadata.

Use Cases

• Analyzing correlations between education levels and technology access across countries (inferred from domain, verify after download)
• Modeling the impact of economic factors on smartphone penetration for market analysis (inferred from domain, verify after download)
• Benchmarking national digital inclusion metrics for policy evaluation (inferred from domain, verify after download)

Strengths

• Published on the World Bank platform, a major international data source.
• Sourced from the Global Findex database, a recognized survey instrument.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file formats, and last update date are unknown.

Provenance

Source

Global Findex database

Collection Method

Likely contains aggregated results from global household surveys.

Time Range

Temporal coverage is unknown.

Freshness

Last updated date is unknown; freshness unverified.

Geography

Spatial coverage is global, based on the database name and platform tags.