Submitted:
25 June 2026
Posted:
26 June 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Literature Review and Hypotheses
2.1. Green Bonds and Sustainable Finance in the EU
2.2. Sovereign Green Bonds, Market Access and Fiscal Capacity
2.3. Fiscal Sustainability and Green Bond Market Depth
2.4. Environmental Taxation and Green Debt Instruments
3. Materials and Methods
3.1. Data and Sample
3.2. Variables
3.3. Empirical Strategy
3.3.1. Descriptive and Comparative Analysis
3.3.2. Probit Model
3.3.3. Tobit Model
4. Results
4.1. Expansion of the EU Green Bond Market
4.2. Cross-Country Differences in Market Development
4.3. Market Entry: Determinants of Sovereign Green Issuance
4.4. Market Depth: Fiscal Position and the Outstanding Green Debt Stock
4.5. Environmental Taxes and Green Debt: No Evidence of Substitution
4.6. Credibility and Robustness of the Results
5. Discussion
5.1. Market Scale as a Barrier to Entry
5.2. Green Bonds and Fiscal Sustainability
5.3. Environmental Taxes and Green Debt: Distinct Policy Functions and No Evidence of Substitution
5.4. Implications for Smaller and Peripheral EU Economies
6. Conclusion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | N | Mean | Std. dev. | Min | Median | Max |
| Green stock, % of GDP | 108 | 3.00 | 3.16 | 0.00 | 1.80 | 13.57 |
| ln GDP | 108 | 12.4 | 1.41 | 9.72 | 12.5 | 15.28 |
| SPO share, % | 93 | 91.15 | 18.11 | 0.00 | 96.50 | 100.00 |
| Government debt, % of GDP | 108 | 67.20 | 36.68 | 18.40 | 57.60 | 197.30 |
| Budget balance, % of GDP | 108 | -2.66 | 3.01 | -9.30 | -2.70 | 4.50 |
| Long-term interest rate, % | 108 | 2.57 | 1.80 | -0.37 | 2.77 | 7.57 |
| Environmental taxes, % of GDP | 108 | 2.33 | 0.79 | 0.85 | 2.19 | 5.62 |
| GHG emissions, t per capita | 108 | 7.42 | 2.09 | 3.80 | 7.10 | 14.90 |
| Variable (t−1) | AME | Cluster-robust SE | p-value |
| ln GDP | 0.243 | 0.026 | 0.000 |
| Government debt, % of GDP | -0.004 | 0.002 | 0.119 |
| Budget balance, % of GDP | -0.009 | 0.016 | 0.543 |
| Long-term interest rate, % | -0.033 | 0.025 | 0.190 |
| Environmental taxes, % of GDP | -0.056 | 0.063 | 0.370 |
| GHG emissions, t per capita | -0.053 | 0.031 | 0.086 |
| Variable (t−1) | Coefficient | Bootstrap SE | p-value |
| ln GDP | 1.730 | 0.423 | 0.000 |
| Government debt, % of GDP | -0.009 | 0.017 | 0.597 |
| Budget balance, % of GDP | 0.411 | 0.138 | 0.003 |
| Long-term interest rate, % | -0.197 | 0.174 | 0.258 |
| Environmental taxes, % of GDP | -0.532 | 0.658 | 0.419 |
| GHG emissions, t per capita | -0.448 | 0.310 | 0.148 |
| Constant | -11.330 | 4.418 | 0.010 |
| Specification | ln GDP | Budget balance | Environmental taxes | Government debt |
| Baseline (Table 3) | 1.730 | 0.411 | -0.532 | -0.009 |
| With year fixed effects | 1.692 | 0.320 | -0.411 | -0.011 |
| Excluding DE, FR, NL | 1.801 | 0.394 | -0.736 | -0.008 |
| Dependent: SPO-verified stock only | 1.711 | 0.386 | -0.371 | -0.009 |
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