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Management and Economics OPEN ACCESS

The Effect Of 2020s Inflationary Spikes on Actuarial Reserve Adequacy

Aashish Verma
Qualified Fellow Actuary, Senior Actuarial Associate, New York Life Insurance Company Bethlehem, USA
DOI Crossref DOI 10.37547/tajmei/Volume08Issue02-03
tajmei 2026
VOL. 8 / NO. 2 FEBRUARY
FULL TEXT PP. 11-20
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VOLUME 8
ISSUE 2
YEAR 2026
PAGES 11-20
RESEARCH OVERVIEW

Abstract

The article examines the impact of inflationary spikes in the early 2020s on the adequacy of actuarial reserves in the property and casualty (P&C) segment, identifying the drivers of systematic delays in adjusting these reserves. The relevance of the study is determined by the fact that loss reserves constitute the core of an insurer’s financial resilience. At the same time, the structural break in inflation trends from 2021 to 2024 disrupted the baseline stationarity premise upon which classical reserving methodologies implicitly rest. The objective is to provide an integrated assessment of how macro-inflationary shocks transmit into claim severity and generate the phenomenon of inflation recognition lag, as well as to compare the sensitivity of traditional approaches (Chain Ladder, Bornhuetter–Ferguson) to the new inflation regime. Scientific novelty lies in integrating a macro-level analysis of CPI and industry-specific inflation drivers with a micro-level examination of Allstate’s public reporting (10-K) and a quantitative assessment of the temporal lag in reserve responses to inflation. It is shown that parameter inertia in Chain Ladder and the anchoring of  Bornhuetter–Ferguson to a priori expectations create an under-reserving risk in accident years, followed by sharp reserve strengthening; in the Allstate case, the 2021 inflation impulse was fully reflected in reserves only in 2022 (strengthening on the order of $1.7 bn). Additionally, it is substantiated that the decisive role is played not by the headline CPI, but by the insurer-specific inflation basket (including repairs, parts, and medical care) and the multiplicative overlay of social inflation, which amplifies pressure in long-tail liability lines. The article may be helpful for actuaries, risk managers, and financial executives of P&C insurers developing robust reserving procedures under non-stationary inflation.

RESEARCH TOPICS

Keywords

reserve adequacy actuarial models inflation recognition lag Chain Ladder method social inflation Allstate consumer price index stochastic reserving
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