Empirical research dashboard
Workforce ESG performance and financial conditions
A professional research portal presenting key findings from an EU listed-firm panel on ESG, profitability, and discretionary liquidity.
5,552
Firm-Year Observations
10
Years (2013–2022)
818
EU Listed Firms
4
Regression Models
Geographic distribution
Europe Workforce ESG Map
Average workforce ESG score by country across the sample. Hover a country for ROA and firm coverage.
Avg workforce ESG
Coverage
0 countries
0 firms
Countries shaded by average workforce ESG. Unshaded regions are outside the sample.
Dashboard highlights
Key empirical insights at a glance
Profitability and residual financial slack both contribute positively to workforce ESG performance. The joint interaction is estimated but remains imprecise, consistent with a cautious academic interpretation.
The dashboard is designed for academic presentation, with clean tables, analytic cards, and polished charts that support empirical finance storytelling.
Research contributions
Empirical contribution timeline
Workforce ESG isolation
Separates the workforce dimension from broader ESG aggregates so the study focuses on employee-related outcomes alone.
Residual financial slack methodology
Constructs discretionary cash as the residual from a fundamentals regression, isolating genuine slack from mechanically accumulated cash.
Joint-condition framework
Frames profitability and slack together as a condition rather than two independent predictors, reflecting modern empirical finance theory.
Interaction-effect testing
Evaluates whether the simultaneous presence of both conditions produces a super-additive ESG outcome.
EU panel data analysis
A ten-year European listed firm panel study that balances cross-sectional scope with within-firm temporal variation.
Descriptive Statistics
Sample summary
Central tendency and dispersion for the three core variables used throughout the empirical analysis.
| Variable | Mean | SD | Median | p25 | p75 | Min | Max |
|---|---|---|---|---|---|---|---|
| Workforce ESG | 71.9 | 23.9 | 78.6 | 58.1 | 91.2 | 0.238 | 99.9 |
| ROA | 0.0369 | 0.116 | 0.0412 | 0.0170 | 0.0699 | -3.29 | 0.681 |
| Residual Cash | 0.000408 | 0.0883 | -0.00966 | -0.0461 | 0.0350 | -0.538 | 0.788 |
Summary Coefficients — Main Interaction Model
Interpretation
What the coefficients imply
- Positive ROA: Strong evidence that profitability is linked with workforce ESG scores.
- Residual cash: Discretionary liquidity also contributes to better workforce ESG outcomes.
- Interaction: The joint effect is economically meaningful but not statistically precise in this sample.