DATA PRODUCTS

Data Products

NOVARIC® workforce datasets and research output.

Methodology in development

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These indices are currently in methodology development. Published scores will appear here once the methodology is validated and approved. Data will include full source attribution, calculation methodology, and historical series.

European Labour Index

Methodology in development

A composite indicator tracking employment conditions, vacancy rates, wage growth, and skills shortages across EU member states.

Planned data sources:

EurostatOECDEuropean Labour Authority

Hospitality Workforce Index

Methodology in development

Labour demand, turnover, and skills indicators for the hospitality sector across Malta, Albania, Montenegro, and selected EU markets.

Planned data sources:

EurostatNational Statistics OfficesNOVARIC® field data

Healthcare Labour Index

Methodology in development

Tracks healthcare workforce shortages, international recruitment flows, and licensing requirements across Europe.

Planned data sources:

ECDCWHO EuropeEurostat

Construction Workforce Index

Methodology in development

Monitors construction sector labour demand, skills gaps, and cross-border workforce mobility in the EU.

Planned data sources:

EurostatFIECNational Labour Offices

AI Recruitment Index

Methodology in development

Measures the adoption of AI-assisted recruitment tools and their impact on hiring efficiency, bias, and candidate experience.

Planned data sources:

NOVARIC® ResearchCedefopOECD AI Policy Observatory

Data partnership enquiries

If your organisation produces authoritative European labour market data and is interested in contributing to NOVARIC® data products, contact us at contact@novaric.co.