印度尼西亚的谷歌趋势、银行知名度和储户的担忧

IF 1.9 Q2 BUSINESS, FINANCE Managerial Finance Pub Date : 2024-01-10 DOI:10.1108/mf-03-2023-0144
Nugroho Saputro, Putra Pamungkas, Irwan Trinugroho, Yoshia Christian Mahulette, Bruno Sergio Sergi, Goh Lim Thye
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引用次数: 0

摘要

目的本文研究了银行的知名度和储户对谷歌搜索量的恐惧是否会影响银行存款和信贷。设计/方法/途径作者使用了谷歌趋势的两个不同季度数据和 2012 年第一季度至 2020 年第一季度的银行数据。根据现有数据,谷歌趋势数据从 2012 年开始。作者排除了 2020 年第一季度之后的数据,因为 "Covid-19 "大流行可能会使网民的行为转向在线活动,从而增加网民的数量。他们对数据进行了合并和清理,在 5%和 95% 百分位数处进行了胜选,以避免出现离群值问题,样本中有 74 家银行。研究结果表明,银行名称的搜索量越高,存款就越多。储户恐惧的搜索量越高,存款和信贷就越少。作者还发现,风险高且银行名称搜索量高的银行,其存款量明显较低。原创性/价值据作者所知,银行和金融领域使用谷歌趋势数据来衡量储户行为相关问题的论文并不多。作者通过研究谷歌搜索的普及和储户的恐惧是否会影响存款和信贷,填补了这一文献空白。本研究还试图通过使用 Zscore 来衡量银行风险,从而确定谷歌趋势数据是否可以作为预测储户行为的可靠信息来源。
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Google Trends, bank popularity and depositors' fears in Indonesia

Purpose

This paper investigated whether a bank’s popularity and depositors' fear of Google search volume could affect bank deposits and credit.

Design/methodology/approach

The authors used two different quarterly data from Google Trends and banking data from 2012 Q1 to 2020 Q1. Based on available data, Google Trends data start from 2012. The authors exclude data after 2020 Q1 because the Covid-19 pandemic arguably increased the volume of Internet users due to shifting behavior to online activities. They merged and cleaned the data by winsorizing at 5 and 95 percentiles to avoid any outlier problems, reaching 74 banks in the sample. They used panel data estimation of quarterly data following Levy-Yeyati et al. (2010) and Trinugroho et al. (2020).

Findings

The results show that a higher search volume of a bank’s name leads to higher deposits. A higher search volume of depositor fear reduces deposits and credit. The authors also found that banks with high risk and a high search volume of their name have a significantly lower volume of deposits.

Originality/value

To the best of the authors’ knowledge, not many papers in banking and finance have used Google Trends data to gauge related issues regarding depositors' behavior. The authors have filled a gap in the literature by investigating whether the popularity of Google search and depositors' fear could impact deposits and credit. This study also attempted to establish whether Google Trends data could be a reliable source of information to predict depositors' behavior by using a Zscore to measure bank risk.

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来源期刊
Managerial Finance
Managerial Finance BUSINESS, FINANCE-
CiteScore
3.30
自引率
12.50%
发文量
103
期刊介绍: Managerial Finance provides an international forum for the publication of high quality and topical research in the area of finance, such as corporate finance, financial management, financial markets and institutions, international finance, banking, insurance and risk management, real estate and financial education. Theoretical and empirical research is welcome as well as cross-disciplinary work, such as papers investigating the relationship of finance with other sectors.
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