Paper: arXiv 2601.12655
Authors: Zongxia Liang, Jiayu Zhang, Zhou Zhou, Bin Zou
Abstract
This paper develops a dynamic insurance market model comprising two competing insurance companies and a continuum of insureds, and examines the interaction between strategic underreporting by the insureds and competitive pricing between the insurance companies under a Bonus-Malus System (BMS) framework. For the first time in an oligopolistic setting, we establish the existence and uniqueness of the insureds’ optimal reporting barrier, as well as its continuous dependence on the BMS premiums. For the 2-class BMS case, we prove the existence of Nash equilibrium premium strategies and conduct an extensive sensitivity analysis on the impact of the model parameters on the equilibrium premiums.
Complexity vs Empirical Score
- Math Complexity: 8.5/10
- Empirical Rigor: 3.0/10
- Quadrant: Lab Rats — theoretically deep, empirically untested
Why this score: The paper provides a rigorous mathematical framework extending Bonus-Malus underreporting models into an oligopolistic competitive equilibrium context using dynamic programming and Stackelberg games. However, it is primarily microeconomic/actuarial theory with theoretical proofs and sensitivity analyses rather than empirical validation on real-world datasets.
Research Flowchart
flowchart TD
A[Research Goal: Model Strategic Underreporting & Competitive Pricing in Oligopolistic Insurance Market] --> B[Model Inputs: 2 Competing Insurers, Continuum of Insureds, 2-Class BMS]
B --> C[Methodology: Dynamic Game Theory & Bonus-Malus System Framework]
C --> D[Computational Process 1: Determine Insureds' Optimal Reporting Barrier]
C --> E[Computational Process 2: Prove & Calculate Nash Equilibrium Premium Strategies]
D --> F[Key Outcomes: Unique Optimal Barrier Found & Nash Equilibrium Proven with Sensitivity Analysis]
E --> F
Cited References (42)
- Nonlinear functional analysis and its applications: II/B: nonlinear monotone operators (2013)
- Regression Modeling with Actuarial and Financial Applications (2009) — link
- The Theory of Industrial Organization (1988)
- Price and quantity competition in a differentiated duopoly (1984)
- Search and competition under product quality uncertainty (2024)
- Equilibrium reporting strategy: Two rate classes and full insurance (2024)
- Optimal claiming strategies in bonus malus systems and implied Markov chains (2017)
- Strategic underreporting and optimal deductible insurance (2024)
and 34 more
- Loss Data Analytics (2015)
- The Economics of Insurance Intermediaries (2006) — link
- Insurance Economics (2012) — link
- Credibility Theory (2005) — link
- Actuarial Modelling of Claim Counts: Risk Classification, Credibility and Bonus-Malus Systems (2007)
- Estimating Risk Preferences from Deductible Choice (2007) — link
- Testing for Asymmetric Information in Insurance Markets (2000) — link
- Experience Rating: Schemes and Practices (2012) — link
- Risk Classification and Optimal Claims Reporting (1988) — link
- The Impact of Service Quality and Service Characteristics on Customer Retention: Small Businesses and Their Banks (1996) — link
- Capital Structure and Fair Profits in Property-Liability Insurance (1996) — link
- Asymmetric information and learning: Evidence from the automobile insurance market (2005)
- Moral hazard, insurance claims, and repeated insurance contracts (2010)
- Ex post moral hazard in automobile insurance markets with experience rating (2017)
- Safety culture, moral disengagement, and accident underreporting (2017)
- Accident under-reporting in the workplace (2019)
- Moral hazard and dynamic insurance data (2003)
- Repeated insurance contracts with adverse selection and limited commitment (1989)
- Claiming strategies and premium levels for bonus malus systems (2004)
- Ex post moral hazard and bayesian learning in insurance (2010)
- Bonus-Malus Systems in Automobile Insurance (2012) — link
- The fat-cat effect, the puppy-dog ploy, and the lean and hungry look (1984)
- Optimal claim decisions by policyholders in automobile insurance with merit-rating structures (1974)
- Modeling the “pseudodeductible” in insurance claims decisions (2006)
- Optimal Loss Reporting in Continuous Time with Full Insurance (2025)
- Continuous-time optimal reporting with full insurance under the mean-variance criterion (2025)
- On a new paradigm of optimal reinsurance: A stochastic Stackelberg differential game between an insurer and a reinsurer (2018)
- Bowley vs. Pareto optima in reinsurance contracting (2023)
- Bowley solution of a mean–variance game in insurance (2021)
- Stackelberg differential game for insurance under model ambiguity (2022)
- A Parametric Model for Health Care Claims (1993) — link
- Better Safe Than Sorry? Ex Ante , Ex Post , and Moral Hazard in Dynamic Insurance Data (2008)
- Allstate reports first quarter 2023 results (2023) — link
- U.S. property and casualty outlook – April 2025 (2025) — link
0 of 42 cited works are in the corpus; resolved via arXiv source bundles, Semantic Scholar and OpenAlex. Corpus-wide: 2518 linked papers.