Question-first: I have a substantive research question.
Begin with a substantive question, discover existing evidence and continue into the established tools. No answers, new estimates or findings are generated here.
Inspect inflation, interest-rate and real-economy trajectories side by side, distinguishing observed rates, identified shocks and descriptive event context.
Countries: Poland, Hungary, Czechia, Slovakia, Germany, Romania, Slovenia, Serbia, Austria, Croatia
Available coverage: 2000–2026-08. Observed endpoints across relevant evidence; not coverage of every indicator.
Evidence types: official indicators, verified events, regional records and existing methods.
Reduced-form VAR retains existing coefficient estimation only; formal dynamic-response and IRF publication are unavailable.
Inspect exports, imports, partner composition and concentration, then check definitions in the trade network and original sources.
Countries: Poland, Hungary, Czechia, Slovakia, Germany, Romania, Slovenia, Serbia, Austria, Croatia
Available coverage: 2000–2025. Observed endpoints across relevant evidence; not coverage of every indicator.
Evidence types: official indicators, verified events, regional records and existing methods.
Concentration is a descriptive trade measure, not an automatic inference of political dependency or geopolitical judgments. Project locations are not identified economic effects.
Inspect the time evolution and comparable definitions of balances, debt, growth and employment without ranking countries.
Countries: Poland, Hungary, Czechia, Slovakia, Germany, Romania, Slovenia, Serbia, Austria, Croatia
Available coverage: 2000–2025. Observed endpoints across relevant evidence; not coverage of every indicator.
Evidence types: official indicators, verified events, regional records and existing methods.
Composite indicators are transparently constructed scores, not objective national-performance rankings. Fixed-effects association is not causal identification; missing or non-comparable annual observations remain excluded.
Inspect regional population, output and labour-market distributions within their original classifications and geography vintages using the existing regional map.
Countries: Poland, Hungary, Czechia, Slovakia, Germany, Romania, Slovenia, Serbia, Austria, Croatia
Available coverage: 2000–2025. Observed endpoints across relevant evidence; not coverage of every indicator.
Evidence types: official indicators, verified events, regional records and existing methods.
Preserve geography vintages and do not join incompatible historical boundaries. Serbia NSTJ is not relabelled as EU NUTS. Choropleth colours show factual measures, not development scores.