Examining comovement and causality between producer price index for P&C insurance premium and uncertainty indices: Wavelet and non-parametric quantile causality approach
Divya Aggarwal and
Deepali Kalia
Research in Economics, 2022, vol. 76, issue 2, 141-148
Abstract:
This study examines the impact of the news-based climate policy uncertainty index (CPU) on PPI-P&C. To understand the impact of different types of uncertainty on P&C insurance premiums, the study also examines the relation of economic policy uncertainty (EPU), and geopolitical risk uncertainty (GPU) with PPI-P&C index. The time-frequency relation between the indices is examined using wavelet coherence analysis (WCA), whereas the casual dependency is examined using the non-parametric causality in quantiles (CIQ) approach and linear and non-linear Granger causality tests. WCA shows significant co-movement phases between CPU and PPI-P&C across time-frequency domain with CPU leading the PPI-P&C over a specific time interval. Results from CIQ give evidence of uncertainty indices having an asymmetric significant dependency relation with the PPI-P&C index. The results have implications for examining the impact of rising uncertainties on rising insurance costs for P&C insurance providers.
Keywords: P&C insurance premium; Climate policy uncertainty; Wavelet coherence; Causality in quantiles (search for similar items in EconPapers)
JEL-codes: C32 G12 G14 (search for similar items in EconPapers)
Date: 2022
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Persistent link: https://EconPapers.repec.org/RePEc:eee:reecon:v:76:y:2022:i:2:p:141-148
DOI: 10.1016/j.rie.2022.07.003
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