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http://bura.brunel.ac.uk/handle/2438/33064| Title: | When volatility turns, recessions follow |
| Authors: | Ricordi, D Sola, M Spagnolo, F Spagnolo, N |
| Keywords: | volatility of stock prices;booms and recessions;Markov switching;C32;C52;C58 |
| Issue Date: | 23-Mar-2026 |
| Publisher: | Elsevier |
| Citation: | Ricordi, D. et al. (2026) 'When volatility turns, recessions follow', Economic Modelling, 159, 107588, pp. 1–11. doi: 10.1016/j.econmod.2026.107588. |
| Abstract: | Do shifts into high stock-market volatility foreshadow recessions rather than merely accompany them? Prior work shows volatility rises in downturns and can help short-horizon forecasts, but the timing of discrete volatility regime changes relative to business-cycle turning points is less understood. Using quarterly data for the United States, United Kingdom, Japan, Germany, Italy, and France (1960–2019; country-specific start dates), we estimate a bivariate Markov-switching model that jointly classifies high/low output growth and high/low return volatility, and tests restrictions on the transition structure. In the United States, United Kingdom, Japan, and France, entry into the high-volatility state typically precedes recession onset by one to two quarters. For Germany and Italy, the output and volatility state processes are approximately independent. These results suggest that volatility-regime switches are a medium-horizon early-warning signal, consistent with uncertainty and risk-premium repricing that tighten funding conditions in more market-based financial systems. |
| Description: | Highlights:
• Volatility regime shifts often precede recessions in four of six economies.
• A bivariate Markov-switching model jointly tracks growth and volatility regimes.
• Likelihood ratio tests compare independence, volatility-leads, and growth-leads.
• Germany and Italy show near-independence between output and volatility states.
• Volatility switches offer a medium-horizon early-warning signal for downturns. JEL classification: C32; C52; C58 Data availability: When Volatility Turns, Recessions Follow (Original data: https://data.mendeley.com/datasets/mkkp69py7k/2) (Mendeley Data). |
| URI: | https://bura.brunel.ac.uk/handle/2438/33064 |
| DOI: | https://doi.org/10.1016/j.econmod.2026.107588 |
| ISSN: | 0264-9993 |
| Other Identifiers: | ORCiD: Fabio Spagnolo https://orcid.org/0000-0001-9043-4133 ORCiD: Nicola Spagnolo https://orcid.org/0000-0002-1663-2104 |
| Appears in Collections: | Department of Economics, Finance and Accounting Research Papers * |
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| FullText.pdf | Copyright © 2026 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license ( https://creativecommons.org/licenses/by/4.0/ ). | 2.6 MB | Adobe PDF | View/Open |
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