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The Impact of Insurance Contract on Insurance Complaint Ratios through Text Analysis

첫 페이지 보기
  • 발행기관
    한국경영정보학회 바로가기
  • 간행물
    Asia Pacific Journal of Information Systems KCI 등재 SCOPUS 바로가기
  • 통권
    제31권 제4호 (2021.12)바로가기
  • 페이지
    pp.527-542
  • 저자
    Jeongkwon Seo, Woojin Yang, Hyejin Mun, Chul Ho Lee
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A408066

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원문정보

초록

영어
The government-driven open data policies are on the rise to protect consumers from misunderstandings and monitor the companies. However, in contract-based industries such as insurance, the contract-inherent characteristics make information asymmetry between consumers and companies. Our paper focuses on insurance contracts where the contingency has high uncertainty of occurrence, and the clauses may incur high costs of reading. Given those contracts, we hypothesized that the contract’s clear statement decreases customer dissatisfaction and lowers the number of complaints. To empirically support the claim, we collected customers’ complaint documents of insurance companies and insurance contracts from 2005 until 2017. Our econometric models showed that clearer statements and words significantly reduce the complaints after controlling for firm-specific heterogeneity and time-specific heterogeneity. We identify that insurance companies’ complaint ratio significantly differ depending on the insurance contract, including specific clauses and words.

목차

ABSTRACT
Ⅰ. Introduction
Ⅱ. Conceptual Background
2.1. Incomplete Contract Theory
2.2. Complaints in Insurance Industry
2.3. Insurance Contract and Ambiguity
2.4. Ambiguity Type
2.5. POS tagging & Text mining
Ⅲ. Research Methodology
3.1. Data Source and Data Sampling
3.2. Empirical Methodology
Ⅳ. Data Analysis and result
4.1. Baseline Result
4.2. Ambiguity Index
4.3. Word Class
4.4. Individual Words
4.5. Meanings Analysis
Ⅴ. Conclusion

키워드

Incomplete Contract Theory Consumer satisfaction Ambiguity Insurance Contract

저자

  • Jeongkwon Seo [ Master Student, College of Business, Korea Advanced Institute of Science and Technology, Korea ]
  • Woojin Yang [ Ph.D. Student, College of Business, Korea Advanced Institute of Science and Technology, Korea ] Corresponding Author
  • Hyejin Mun [ Ph.D. Student, College of Business, Korea Advanced Institute of Science and Technology, Korea ]
  • Chul Ho Lee [ Assistant Professor, College of Business, Korea Advanced Institute of Science and Technology, Korea ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국경영정보학회 [The Korea Society of Management information Systems]
  • 설립연도
    1989
  • 분야
    사회과학>경영학
  • 소개
    이 학회는 경영정보학의 연구 및 교류를 촉진하고 학문의 발전과 응용에 공헌함을 목적으로 합니다.

간행물

  • 간행물명
    Asia Pacific Journal of Information Systems
  • 간기
    계간
  • pISSN
    2288-5404
  • eISSN
    2288-6818
  • 수록기간
    1990~2026
  • 등재여부
    KCI 등재,SCOPUS
  • 십진분류
    KDC 325 DDC 658

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