MHIVis: Visual Analytics for Exploring Mental Illness of Policyholders in Life Insurance Industry

Md. Rafiqul Islam, Shaowu Liu, Imran Razzak, M. A. Kabir, Xianzhi Wang, Peter Tilocca, Guandong Xu
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引用次数: 9

Abstract

Stakeholders such as insurance managers (IMs) in the insurance industry are committed to yet lack the timely and actionable information for alleviating policyholder's mental health concerns and the industry's mental health climate. Existing research has revealed that depression, anxiety, stress, etc., can provide deeper insights into policyholders' mental health states. However, such data remain unexplored for supporting stakeholders and government goals. In this paper, we design an interactive visualization system to provide deeper insight into policyholder's mental health states. Our study has three implications: (i) insurance data are potentially useful for understanding policyholders' mental health; (ii) a dashboard-like visual representation is helpful for the decision-making of Stakeholders; and (iii) some insight into the mental health of Australians have been deduced. Finally, we evaluate the utility of our visualization system by comparing it's features with the existing dashboards.
MHIVis:寿险保单持有人心理疾病的可视化分析
保险业的利益相关者,如保险经理(IMs),致力于但缺乏及时和可操作的信息,以减轻投保人的心理健康问题和行业的心理健康气候。现有研究表明,抑郁、焦虑、压力等可以更深入地了解投保人的心理健康状况。然而,这些数据仍未被用于支持利益相关者和政府目标。在本文中,我们设计了一个交互式可视化系统,以更深入地了解投保人的心理健康状况。我们的研究有三个启示:(i)保险数据对了解投保人的心理健康可能有用;(ii)类似仪表板的可视化表示有助于利益相关者的决策;(三)对澳大利亚人的心理健康有了一些了解。最后,我们通过将可视化系统的功能与现有仪表板进行比较来评估其实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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