Selected work / Case study
Diversity Mainstreaming in the Maritime Sector – Data Analytics & Business Insights
European Investment Bank (EIB)
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The project
A pioneering data-driven analytics assignment promoting diversity and inclusion across the Flanders maritime and logistics cluster, commissioned by the European Investment Bank.
The project delivers empirical econometric modeling, business cases, and strategic investment roadmaps demonstrating the quantifiable ROI of inclusive workforce practices.
Objective
The analytics assignment aimed to:
- •Quantify the economic impact of workforce diversity in maritime logistics operations
- •Identify structural retention and recruitment barriers across sea and shore roles
- •Deliver econometric cost-benefit models for inclusive capital investments
- •Equip maritime cluster executives with practical diversity action frameworks
Features
Econometric CBA Modeling
Quantifies turnover reduction, innovation gains, and safety enhancements.
Workforce Demographic Benchmarking
Aggregated analytics mapping representation across operational and leadership tiers.
Scenario Investment Simulator
Interactive modeling tool forecasting financial return on inclusive initiatives.
Qualitative Sentiment Analysis
NLP evaluation of workplace culture interviews across maritime operators.
ESG Reporting Toolkit
Standardized disclosure templates aligned with EU CSRD and maritime ESG standards.
Executive Strategic Readout
Actionable policy briefings summarizing high-priority interventions for stakeholders.
Implementation & Capacity Building
Conducted in direct collaboration with port authorities, shipowners associations, and labor organizations.
Key assignment phases:
- •Comprehensive survey distribution across dozens of maritime sector enterprises
- •Econometric regression analysis validating productivity correlation with team diversity
- •Executive roundtable presentations delivering tailored business case reports
- •Policy roadmap development for regional and European maritime policymakers
Impact
Delivered the first comprehensive econometric diversity study for European maritime clusters
Provided evidence-based justification for inclusive hiring and retention investments
Influenced regional maritime vocational training policies and recruitment pipelines
Established benchmark metrics for future sector-wide ESG progress tracking