The Central Bank of Latvia has published a working paper analysing how macroeconomic and budget balance shocks affect public debt trajectories in the euro area, using country-specific structural vector autoregression models and panel local projections to estimate impulse responses. The paper finds that a positive GDP shock persistently reduces the debt-to-GDP ratio, while a positive GDP deflator shock lowers it only temporarily. By contrast, a positive interest rate shock leads to a substantial and lasting increase in the debt ratio. A positive primary balance shock, interpreted as discretionary austerity, reduces the debt ratio significantly but with an approximate one-year lag. The analysis also reports state-dependent and non-linear effects, including stronger debt-reduction effects of fiscal austerity after expansions than after recessions and when initial debt is low rather than high, alongside evidence that larger fiscal shocks generate more persistent and statistically significant debt responses.