签名尺寸和个人喜好

IF 4.2 2区 经济学 Q1 ECONOMICS
Xun Li , Yingjie Cui , Lu Zhang , Yuan Chen , Qikexin Yu
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引用次数: 0

摘要

在数字经济时代,客户的笔迹(如签名和相关特征)很容易被收集和量化分析。从决策的角度来看,从签名特征中获取信息是一种重要的数据驱动型商业杠杆。在这方面,我们能否从签名中推断出个人偏好呢?本研究通过大规模实验室实验,测量了参与者的风险偏好和时间偏好,并收集了他们的签名信息,以确定行为偏好对其签名的影响。根据实证结果,参与者的风险和模糊厌恶程度越高,其签名的大小就越小。此外,参与者的耐心程度越高,他们的签名就越有可能呈现出增大的趋势。总之,这项研究填补了签名相关行为的研究空白,强调了文本挖掘在数字手写中的应用,尤其是在保险业等广泛的商业环境中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Signature size and individual preferences

In this digital economy, customers' handwriting, such as signatures and related characteristics, can be easily collected and quantitatively analyzed. From the perspective of decision-making, obtaining information from signature characteristics is an important data-driven business leverage. In this regard, can we infer individual preferences from signatures? Through a large-scale laboratory experiment, this study measured the participants’ risk and time preferences and collected their signature information in order to determine the influence of behavioral preferences on their signatures. Based on the empirical results, the higher the risk and ambiguity aversion of the participants, the smaller were their signature sizes. Moreover, the greater their level of patience, the more likely their signatures showed a trend of increasing size. Overall, this study fills a research gap in signature-related behavior by highlighting the application of text mining in digital handwriting, especially in broad business settings such as the insurance industry.

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来源期刊
Economic Modelling
Economic Modelling ECONOMICS-
CiteScore
8.00
自引率
10.60%
发文量
295
期刊介绍: Economic Modelling fills a major gap in the economics literature, providing a single source of both theoretical and applied papers on economic modelling. The journal prime objective is to provide an international review of the state-of-the-art in economic modelling. Economic Modelling publishes the complete versions of many large-scale models of industrially advanced economies which have been developed for policy analysis. Examples are the Bank of England Model and the US Federal Reserve Board Model which had hitherto been unpublished. As individual models are revised and updated, the journal publishes subsequent papers dealing with these revisions, so keeping its readers as up to date as possible.
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