The implication of business intelligence in risk management: a case study in agricultural insurance

被引:4
|
作者
Mehran Amini
Sara Salimi
Farid Yousefinejad
Mohammad J. Tarokh
Sayyed M. Haybatollahi
机构
[1] Szechenyi Istvan University,Department of Information Technology
[2] Kurdistan University,Department of Management
[3] Islamic Azad University,Department of Management
[4] K. N. Toosi University of Technology,Department of Industrial Engineering
[5] University of Nottingham,School of psychology
来源
关键词
Business intelligence; Risk management; Risk analytics; Agricultural insurance;
D O I
10.1007/s42488-021-00050-6
中图分类号
学科分类号
摘要
The increasing data scales in today’s business sectors coupled with the necessity of risk management raise the importance of business intelligence tools as an integrated solution for the insurance industry. These tools have mostly been used to achieve effective risk management. Although methods of risk management in the insurance industry have been proposed many years ago, the research effort has primarily been focused on predictive analyses. This study aimed to investigate the role of business intelligence as a solution to illustrate its potential in risk management particularly for decision-makers in agricultural insurance. We hypothesized that this would make a preferable decision in uncertain conditions. Sample data from the online transaction process system of Iran agricultural insurance fund were preprocessed in SQL server. Multidimensional online analytical processing architecture was analyzed using Targit business intelligence tool. Our results identified financial risks that lead to a framework of controlling risk based on business intelligence in the agricultural insurance fund.
引用
收藏
页码:155 / 166
页数:11
相关论文
共 50 条
  • [1] Business intelligence - A case study in life insurance industry
    Xu, ZM
    Zhang, M
    Jiang, XD
    [J]. ICEBE 2005: IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING, PROCEEDINGS, 2005, : 129 - 132
  • [2] Risk management in business - A case study
    Hommelhoff, P
    Mattheus, D
    [J]. BETRIEBSWIRTSCHAFTLICHE FORSCHUNG UND PRAXIS, 2000, 52 (03): : 217 - 230
  • [3] Business Intelligence and Business Analytics applied to the management of agricultural resources
    Ferreira, Daniela Felix
    Bernardino, Jorge
    Manjate, Carlos Danilson
    Pedrosa, Isabel
    [J]. PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021), 2021,
  • [4] Enhancing knowledge management with business intelligence - A case study
    Grebenstein, Kay
    Kassel, Stephan
    [J]. EUROMEDIA '2006, 2006, : 92 - +
  • [5] THE METHODOLOGY OF THE BUSINESS PROCESSES MANAGEMENT IN THE AGRICULTURAL INSURANCE MARKET
    Vilenchuk, Oleksandr
    [J]. MANAGEMENT THEORY AND STUDIES FOR RURAL BUSINESS AND INFRASTRUCTURE DEVELOPMENT, 2016, 38 (02): : 155 - 167
  • [6] Business Intelligence for Business Intelligence: A case study at STMicroelectronics
    Brichni, Manel
    Dupuy-Chessa, Sophie
    Gzara, Lilia
    Mandran, Nadine
    Jeannet, Corinne
    [J]. 2015 IEEE 9TH INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN INFORMATION SCIENCE (RCIS), 2015, : 239 - 249
  • [7] Business Intelligence in Corporate Risk Management
    Lee, Gunwoong
    Kulkarni, Uday
    [J]. AMCIS 2011 PROCEEDINGS, 2011,
  • [8] Analysis of the Relationship Between Agricultural Risk Management and Agricultural Insurance
    Zhao Junyan
    Wang Jian
    [J]. PROCEEDINGS OF THE ELEVENTH INTERNATIONAL SYMPOSIUM - MANAGEMENT SCIENCES AND ENGINEERING, 2011, : 144 - 148
  • [9] Agricultural Insurance, Risk Management and Sustainable Development
    Zhichkin, Kirill A.
    Nosov, Vladimir V.
    Zhichkina, Lyudmila N.
    [J]. AGRICULTURE-BASEL, 2023, 13 (07):
  • [10] BUSINESS PROCESS MANAGEMENT IN INSURANCE CASE OF JADRANSKO INSURANCE COMPANY
    Coric, Sanja
    Bara, Danijel
    [J]. INTERDISCIPLINARY MANAGEMENT RESEARCH X, 2014, 10 : 866 - 887