Arbeitspapier

Energy supply shocks' nonlinearities on output and prices

We use a Bayesian Threshold Vector Autoregression model identified through sign and narrative restrictions to uncover non-linearities in the propagation of energy supply shocks. We find that the transmission of energy supply shocks on consumer prices is stronger in high-inflation regimes, supporting nonlinear models. The faster pass-thorough of energy supply shocks to consumer prices (excl. energy) cushions the drop in output in the short term. Energy supply shocks have a stronger impact on output in the medium-term with manufacturing being more adversely affected than GDP. Large energy supply shocks shift the economy to another state but after two and half years the mean-reversion to lower inflation implies a more moderate transmission mechanism, highlighting the importance of state-dependent impulse responses. The energy supply shocks between July 2021 and June 2022 are massive amounting to 3.9 standard deviations on average each month.

ISBN
978-92-899-6119-6
Language
Englisch

Bibliographic citation
Series: ECB Working Paper ; No. 2834

Classification
Wirtschaft
Multiple or Simultaneous Equation Models: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
Business Fluctuations; Cycles
Subject
Business cycles
energy shocks
non-linearities
TVAR
narrative identification

Event
Geistige Schöpfung
(who)
De Santis, Roberto A.
Tornese, Tommaso
Event
Veröffentlichung
(who)
European Central Bank (ECB)
(where)
Frankfurt a. M.
(when)
2023

DOI
doi:10.2866/610849
Handle
Last update
10.03.2025, 11:41 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • De Santis, Roberto A.
  • Tornese, Tommaso
  • European Central Bank (ECB)

Time of origin

  • 2023

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