IND221: Australian Labour Supply and Automation Initiatives

IND221 tracks the presence of government programs aimed at mitigating labour shortages. The metric indicates whether initiatives exist to attract workers, improve workforce capacity, or introduce automation technologies. This dataset is provided by the Australian Ocean Data Network and was last updated in July 2026.

Use Cases

• Assessing regional policy coverage for labour shortages based on the presence/absence metric.
• Tracking the adoption of automation technologies as a response to workforce constraints.
• Evaluating the scope of workforce capacity-building initiatives mentioned in the description.

Strengths

• Focuses on a specific policy metric: presence/absence of labour supply initiatives.
• Sourced from an official government platform, data_gov_au.
• Last updated date is precisely recorded as 2026-07-22 03:08:42.669511.

Limitations

• Row count and dataset scale are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Australian Ocean Data Network via data_gov_au

Freshness

Last updated 2026-07-22 03:08:42.669511; freshness should be verified.

Geography

Likely Australia, inferred from platform and organization.