Smartphone Non-Adoption by Education Level, Global Findex Survey

Survey data from the World Bank's Global Findex database, likely measuring the percentage of adults aged 15 and over who do not own a smartphone due to perceived lack of need, segmented by primary education attainment or less. The dataset is published by the World Bank and originates from the Global Findex database. The specific time range and geographic coverage are unknown from the provided metadata.

Use Cases

• Analyzing the correlation between educational attainment and perceived need for smartphone technology (inferred from domain, verify after download)
• Benchmarking digital access gaps across different demographic segments for policy development (inferred from domain, verify after download)
• Modeling technology adoption drivers where cost or utility perception is a key factor (inferred from domain, verify after download)

Strengths

• Published on the World Bank platform, a reputable source.
• Originates from the authoritative Global Findex database.

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 format, and last update date are unknown.

Provenance

Source

World Bank / Global Findex database

Collection Method

Likely contains survey data, as indicated by platform tags.

Time Range

Unknown

Freshness

Last update date is unknown; freshness unverified.

Geography

Unknown