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Speculation in investment in technology firms: a trust-based perspective 科技公司投资中的投机行为:基于信任的视角
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-30 DOI: 10.1108/ijbm-02-2024-0084
Eran Rubin, Alicia Iriberri, Emmanuel Ayaburi

Purpose

We analyze the role of trust as a driver of speculative investment decisions in technology firms.

Design/methodology/approach

Structural Equation Modeling analysis in the context of blockchain technology supports our hypotheses.

Findings

Our findings indicate that a general propensity to trust technology leads to trusting beliefs in a service based on technology and that trusting beliefs in a technological service leads to a higher propensity to invest in any firm associated with that service. In addition, we show that in a non-technological context, there is no evidence for such an effect of trusting beliefs in a service on investment decisions. These results support the notion that trusting beliefs are facilitators of speculative investment in technology firms.

Research limitations/implications

The research advances knowledge about the influence of trust in technology on investment decisions; its findings can help build new theoretical models regarding investment decisions using Fintech.

Practical implications

For investors, it is important to realize the potential bias identified in this study, so they can actively avoid adhering to it, thus avoiding exposure to unnecessary risk. Further, beyond individual investors, investment firms take active measures to avoid biases in their own decision-making. Banks and investment firms can help guide their clients about trust-based bias when building their investment portfolio.

Originality/value

Although trust in information systems has been studied extensively, research on the relationship between trust in technology and decisions to invest in technology-related firms is limited.

我们的研究结果表明,对技术的普遍信任倾向会导致对基于技术的服务的信任信念,而对技术服务的信任信念会导致对与该服务相关的任何公司的更高投资倾向。此外,我们还表明,在非技术背景下,没有证据表明对服务的信任信念会对投资决策产生这种影响。这些结果支持了信任信念是技术公司投机性投资的促进因素这一观点。研究局限/意义本研究增进了人们对技术信任对投资决策影响的了解;研究结果有助于建立有关使用金融技术进行投资决策的新理论模型。对投资者而言,重要的是要认识到本研究中发现的潜在偏差,这样他们就能积极避免坚持这种偏差,从而避免面临不必要的风险。此外,除个人投资者外,投资公司也要采取积极措施,避免自身决策出现偏差。银行和投资公司可以帮助指导客户在建立投资组合时注意基于信任的偏差。原创性/价值虽然对信息系统信任的研究已经非常广泛,但对技术信任与投资技术相关公司的决策之间关系的研究却非常有限。
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引用次数: 0
ESG in investor profiling: what are we talking about? 投资者分析中的环境、社会和公司治理:我们在谈论什么?
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-25 DOI: 10.1108/ijbm-11-2023-0609
Andrea Lippi, Federica Poli

Purpose

Inspired by the groundbreaking novel European regulations on financial investors’ profiling (MiFID II regulation and the ESMA 2022 Guidelines), this paper aims to establish which distinctive socio-demographic traits distinguish investors who declare a generalized interest in all three environmental (E), social (S), and governance (G) pillars and investors who express interest in just one individual pillar or a combination of two pillars.

Design/methodology/approach

Based on a unique dataset of 190 real-world retail investors, this paper aims to create a profile of three types of investor: those whose interest lies in just the environmental pillar, those interested in a combination of the environmental and social pillars, and those interested in all three E, S, and G pillars jointly. Moreover, we try to ascertain whether it is possible to observe statistically significant differences between the different types of investors.

Findings

The results obtained indicate that it is possible to profile investors who are environmentally-oriented and investors who are ESG-oriented. Notably, levels of financial literacy do not influence investor ESG attitudes.

Practical implications

The results obtained may have multifaceted implications for financial advisors, the banking and financial institution industry, and marketing strategists, as well as for further research.

Originality/value

The originality of this paper derives from the responses used in the analysis, which were collected from a sample of real-world retail investors who completed a mandatory MiFID-questionnaire, validated by the Italian Securities and Markets Supervisory Authority. Our paper thus represents a bridge between a theoretical approach and real-world practice.

目的受欧洲关于金融投资者剖析的开创性新法规(MiFID II 法规和 ESMA 2022 准则)的启发,本文旨在确定哪些独特的社会人口学特征可将宣称对所有三个环境(E)、社会(S)和治理(G)支柱普遍感兴趣的投资者与仅对一个单独支柱或两个支柱组合感兴趣的投资者区分开来。设计/方法/途径本文以 190 位现实世界散户投资者的独特数据集为基础,旨在建立三类投资者的概况:只对环境支柱感兴趣的投资者、对环境支柱和社会支柱组合感兴趣的投资者,以及对 E、S 和 G 三大支柱共同感兴趣的投资者。此外,我们还试图确定不同类型的投资者之间是否存在显著的统计学差异。本文的原创性来自于分析中使用的回答,这些回答是从现实世界的散户投资者中收集的,他们填写了一份强制性 MiFID 问卷,并通过了意大利证券和市场监督管理局的验证。因此,我们的论文是理论方法与现实世界实践之间的桥梁。
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引用次数: 0
Competitive dynamics in a multi-sided mobile payment platform market: an agent-based modeling perspective 多方移动支付平台市场的竞争态势:基于代理建模的视角
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-23 DOI: 10.1108/ijbm-11-2023-0610
Muhammad Adeel Zaffar, Ram Kumar, Kexin Zhao

Purpose

The purpose of this research is to develop a comprehensive model to better understand competitive dynamics between mobile payment providers in a multi-sided market featuring customers and merchants. This is undertaken by modeling customers performing financial transactions with merchants while two mobile payment systems (MPS) providers deploy different strategies to compete for market share.

Design/methodology/approach

The authors developed an agent-based simulation model using the NetLogo environment. The simulation featured two competing platform providers, 1,000 customer agents and 50 merchant agents. Past research, interviews and surveys were conducted to accurately model the behavior of the agents. Each simulation run lasted for 50 time periods. A total of 1,024 experimental conditions were designed to model different competitive environments, and 50 replications were conducted for a total of 51,200 experiments.

Findings

The simulation model provides insight into MPS platform providers’ competitive strategies by simultaneously modelling socioeconomic interactions between customers, merchants and MPS.

Research limitations/implications

From a methodological perspective, the paper contributes a comprehensive model that can be used to study competitive dynamics between competing platforms in a multi-sided market. From the perspective of competitive strategies, the results show that pricing alone is not sufficient to influence MPS diffusion. Interactions between pricing, customers’ risk perception, perceived security and ease of use of the platform create unexpected same-side and cross-side network effects, which affect MPS diffusion.

Practical implications

While pricing remains a crucial lever for MPS to compete for market share, they should focus on enhancing customers’ and merchants’ trust and reduce their risk perception. This can be done through the improvement of the user experience of their platform, development of educational materials and marketing campaigns that address concerns around security, data breaches and perceived risk.

Originality/value

The paper is a direct response to a recent call for action on studying competition between MPS platforms by simultaneously modelling the socio-economic behavior of heterogeneous consumers and merchants. The proposed agent-based simulation model can be used to provide insights into competitive strategies and as a building block for subsequent research in this area.

本研究的目的是开发一个综合模型,以更好地了解在一个以客户和商家为特征的多方市场中移动支付提供商之间的竞争态势。具体做法是模拟客户与商家进行金融交易时,两家移动支付系统(MPS)提供商为争夺市场份额而采取的不同策略。该模拟模型包括两个相互竞争的平台提供商、1,000 名客户代理和 50 名商家代理。为了准确模拟代理商的行为,作者进行了以往的研究、访谈和调查。每次模拟运行持续 50 个时间段。研究结果该模拟模型通过同时模拟客户、商家和 MPS 之间的社会经济互动,深入分析了 MPS 平台提供商的竞争战略。从竞争战略的角度来看,研究结果表明,仅靠定价不足以影响 MPS 的普及。定价、客户的风险认知、感知到的安全性和平台的易用性之间的相互作用会产生意想不到的同侧和跨侧网络效应,从而影响 MPS 的传播。这可以通过改善平台的用户体验、开发教育材料和开展营销活动来实现,从而解决人们对安全、数据泄露和感知风险的担忧。原创性/价值本文直接响应了最近关于通过同时模拟异质消费者和商家的社会经济行为来研究 MPS 平台间竞争的呼吁。所提出的基于代理的模拟模型可用于深入了解竞争战略,并可作为该领域后续研究的基石。
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引用次数: 0
Communal-brand connection and service loyalty: the mediation effect of corporate reputation and customer satisfaction among retail banking customers 社区-品牌联系与服务忠诚度:企业声誉与零售银行客户满意度的中介效应
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-23 DOI: 10.1108/ijbm-01-2024-0012
Albert Caruana, Joseph Vella

Purpose

The study explores the dynamics among communal-brand connections, corporate reputation, customer satisfaction and their collective influence on service loyalty within the retail customer segment of commercial banks.

Design/methodology/approach

Hypotheses are proposed for a parallel and serial-mediated model, in which corporate reputation and customer satisfaction mediate the influence of communal-brand connections on service loyalty. Data are collected from a sample of retail customers of commercial banks in a European country.

Findings

Findings indicate that individuals who perceive a strong affiliation with a brand that emphasises community engagement are more likely to demonstrate loyalty to that brand. Results highlight the need for managers allocate resources to cultivate community initiatives that foster communal-brand connection in their drive to improve service loyalty.

Research limitations/implications

A non-representative sample was collected, with a focus on a limited set of variables and employing a unidimensional measure of service loyalty. Additionally, the significance of communal-brand connection may vary across brands, warranting replication studies among smaller banks.

Practical implications

Recognition of communal-brand connection as an important driver of customer loyalty suggests that customers are motivated by intrinsic positioning factors related to the community. As part of their positioning, commercial banks can leverage their marketing and communication efforts to foster community development, thereby enhancing customer identification, connection and narratives that foster belongingness among customers.

Originality/value

The model of direct and mediated model of communal-brand connection on service loyalty has not been previously explored. Moreover, the research is conducted among retail bank customers that representing a context seldom considered in the domain of brand communities.

目的本研究探讨了商业银行零售客户群体中社区-品牌联系、企业声誉、客户满意度之间的动态关系及其对服务忠诚度的集体影响。研究提出了平行和序列中介模型假设,其中企业声誉和客户满意度是社区-品牌联系对服务忠诚度影响的中介。数据收集自欧洲某国商业银行的零售客户样本。研究结果研究结果表明,认为与强调社区参与的品牌有紧密联系的个人更有可能表现出对该品牌的忠诚。研究局限性/启示收集的样本不具代表性,重点放在一组有限的变量上,并采用了单维度的服务忠诚度测量方法。此外,社区-品牌联系的重要性可能因品牌而异,因此有必要在较小的银行中进行重复研究。作为其定位的一部分,商业银行可以利用其营销和传播努力来促进社区发展,从而增强客户的认同感、联系和叙事,促进客户的归属感。此外,该研究是在零售银行客户中进行的,而零售银行客户是品牌社区领域中很少考虑的背景。
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引用次数: 0
Propensity toward Islamic debt financing among Moroccan MSMEs: assessing the mediating effect of entrepreneurial achievement motivation using PLS-MGA 摩洛哥中小微企业的伊斯兰债务融资倾向:利用 PLS-MGA 评估创业成就动机的中介效应
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-19 DOI: 10.1108/ijbm-01-2024-0070
Sana Rhoudri, Safa Ougoujil

Purpose

This study investigates the factors influencing the intention to use Islamic Debt Financing (IDF) among owners-managers of Micro, Small, and Medium Enterprises (MSMEs) in Morocco.

Design/methodology/approach

We developed and validated a comprehensive model that examines the key behavioral elements affecting attitude towards IDF, entrepreneurial achievement motivation, and IDF usage intention. Entrepreneurial achievement motivation was assessed as a mediator in the relationship between attitude towards IDF and usage intention. Gender and Islamic religiosity were examined as moderators through Multi-Group analysis. Utilizing data from 266 Moroccan MSMEs, we applied structural equation modeling for empirical evaluation.

Findings

Results revealed direct relationships with financial literacy, risk perception, and cost perception negatively affecting attitude toward IDF. Financial suitability is inversely related to attitude toward IDF. Entrepreneurial self-efficacy and subjective norms positively influenced entrepreneurial achievement motivation. Attitude toward IDF positively impacted entrepreneurial achievement motivation, and both attitude toward IDF and entrepreneurial achievement motivation were linked to the intention to use IDF. Empirical findings indicated that entrepreneurial achievement motivation partially mediates the relationship between attitude towards IDF and usage intention. Multi-group analysis revealed a significant moderating effect of Islamic religiosity on three out of nine structural relationships.

Research limitations/implications

This study is primarily limited by the absence of a longitudinal examination tracking real usage behavior. Moreover, data collection focused on analyzing the behavioral intention to use Islamic debt-based financing products, excluding equity-based financing instruments. Finally, our proposed model concentrates on establishing usage intention solely based on demand-side factors without explicitly integrating supply-side consideration.

Practical implications

Our findings contribute to a deeper understanding of IDF adoption behavior and have the potential to support the development of more effective public policies, targeted promotional campaigns, and impactful financial education programs for MSMEs in similar markets.

Originality/value

This paper represents the first attempt to address MSMEs’ apprehensions regarding Islamic debt-based financing products in the MENA region.

目的本研究调查了影响摩洛哥中小微型企业(MSMEs)所有者-管理者使用伊斯兰债务融资(IDF)意向的因素。创业成就动机被评估为 IDF 态度与使用意向之间关系的中介因素。通过多组分析,性别和伊斯兰宗教信仰被视为调节因素。利用来自 266 家摩洛哥中小微企业的数据,我们采用结构方程模型进行了实证评估。研究结果表明,金融知识、风险认知和成本认知对 IDF 的态度有直接的负面影响。金融适宜性与对 IDF 的态度成反比。创业自我效能感和主观规范对创业成就动机有积极影响。对 IDF 的态度对创业成就动机有积极影响,对 IDF 的态度和创业成就动机都与使用 IDF 的意向有关。实证研究结果表明,创业成就动机部分调解了对 IDF 的态度与使用意向之间的关系。多组分析显示,伊斯兰宗教信仰对九种结构关系中的三种有显著的调节作用。此外,数据收集侧重于分析使用伊斯兰债务融资产品的行为意向,不包括股权融资工具。我们的研究结果有助于加深对采用伊斯兰债务融资产品行为的理解,并有可能为类似市场中的中小微企业制定更有效的公共政策、有针对性的宣传活动和有影响力的金融教育计划提供支持。 原创性/价值本文首次尝试解决中东和北非地区中小微企业对伊斯兰债务融资产品的疑虑。
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引用次数: 0
Click to contribute: understanding donation behaviour and well-being in donation-based crowdfunding mobile apps 点击捐助:了解基于捐助的众筹移动应用程序中的捐助行为和福祉
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-19 DOI: 10.1108/ijbm-11-2023-0635
Eugene Cheng-Xi Aw, Sujo Thomas, Ritesh Patel, Viral Bhatt, Tat-Huei Cham

Purpose

The overarching goal of the study was to formulate an integrated research model to empirically demonstrate the complex interplay between heuristics, project characteristics, information system usage quality, empathy, and mindfulness in predicting users'/donors' donation behaviour and well-being in the context of donation-based crowdfunding (DBC) mobile apps.

Design/methodology/approach

The data were collected from 786 respondents and analysed using the multi-stage SEM-ANN-NCA (Structural equation modelling-artificial neural network-necessary condition analysis) method.

Findings

Increased perceived aesthetics, narrative structure, self-referencing, project popularity, project content quality, and initiator reputation would foster empathy. Empathy and mindfulness lead to donation behaviour, and, ultimately emotional well-being.

Originality/value

This study offers a clear framework by ranking the key contextual predictors and assessing the model’s necessity logic to facilitate crowdfunders' donation behaviour and well-being on DBC platforms. This research provides practical insights for bank marketers and further aids financial service providers in formulating an optimal DBC mobile app strategy.

目的本研究的总体目标是制定一个综合研究模型,以实证研究启发式、项目特征、信息系统使用质量、移情和正念在预测基于捐赠的众筹(DBC)移动应用程序中用户/捐赠者的捐赠行为和幸福感方面的复杂相互作用。设计/方法/途径收集了786名受访者的数据,并采用多阶段SEM-ANN-NCA(结构方程建模-人工神经网络-必要条件分析)方法对数据进行了分析。研究结果增加感知美感、叙事结构、自我参照、项目受欢迎程度、项目内容质量和发起人声誉将促进移情。本研究通过对关键情境预测因素进行排序和评估模型的必要性逻辑,为促进众筹者在 DBC 平台上的捐赠行为和幸福感提供了一个清晰的框架。本研究为银行营销人员提供了实用的见解,并进一步帮助金融服务提供商制定最佳的 DBC 移动应用程序战略。
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引用次数: 0
When unethical practices harm relationship outcomes: testing the influence of consumer-perceived unethical behaviour on trust and satisfaction in the banking sector 当不道德行为损害关系结果时:检验消费者感知到的不道德行为对银行业信任度和满意度的影响
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-18 DOI: 10.1108/ijbm-03-2023-0163
Eddy Balemba Kanyurhi, Deogratias Bugandwa Mungu Akonkwa, Bonheur Murhula Lusheke, Patrick Murhula Cubaka, Paul Kadundu Karhamikire, Célestin Bucekuderhwa Bashige
<h3>Purpose</h3><p>The study has two objectives: (1) expand our knowledge of the relationship between unethical behaviour and both trust and satisfaction and (2) demonstrate that unethical behaviour research should be examined multi-dimensionally.</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>Data were collected by resorting to a mixed methods approach. First, individual interviews were performed with 31 bank consumers from six main commercial banks in Bukavu city in the Democratic Republic of the Congo. Interview notes were submitted for content analysis to identify items and components that underpin the unethical practices construct. Second, a quantitative survey was conducted with 410 consumers from the same six banks. An aggregated-disaggregated structural equations modelling approach was used to test the impact of unethical practices on relationship outcomes through two studies. Study 1 tested a model that links unethical behaviour as a one-dimensional construct to trust and satisfaction. Study 2 tested a model that directly connects the four specific unethical behaviour components to both trust and satisfaction.</p><!--/ Abstract__block --><h3>Findings</h3><p>Results from study 1 reveal that perceived unethical behaviour negatively influences consumer trust. Results also confirm that trust positively influences customer satisfaction. Results from study 2 confirm that unresponsive, disrespect and lying behaviours negatively influence both trust and satisfaction. Banks which are involving in those specific unethical behaviours can neither satisfy their consumers, nor maintain a sustainable and profitable relationship with them. Therefore, unethical behaviours harm the relationships outcomes in the banking sector.</p><!--/ Abstract__block --><h3>Research limitations/implications</h3><p>The perceived unethical behaviour scale derives from a single data set and its reliability and validity need to be improved. Relationships between constructs are tested in a more direct way and ignore moderating variables. Perceived unethical behaviour is connected to relationship outcome variables while its impact on firms’ metrics have been ignored.</p><!--/ Abstract__block --><h3>Practical implications</h3><p>Banks have to understand customers’ perception of unethical behaviours and find a way to overcome them. Banks should recruit, motivate and retain employees who demonstrate an ethical inclination in the service encounter and create structures and mechanisms in order to monitor and manage unethical practices.</p><!--/ Abstract__block --><h3>Social implications</h3><p>Banks employees' unethical behaviour and practices not only damage the trust and reputation of banks but also can lead to frustration on the part of customers and damage their relationship with the institution. Our paper is a warning of this danger and might improve the social interactions between organisations (in general) and customers.</p><!--/ Abstract__bloc
目的本研究有两个目标:(1) 扩大我们对不道德行为与信任和满意度之间关系的了解;(2) 证明不道德行为研究应从多维度进行考察。首先,对刚果民主共和国布卡武市六家主要商业银行的 31 名银行消费者进行了个别访谈。访谈记录被提交进行内容分析,以确定支撑不道德行为结构的项目和组成部分。其次,对来自这六家银行的 410 名消费者进行了定量调查。通过两项研究,采用了综合-分类结构方程模型法来检验不道德行为对关系结果的影响。研究 1 测试了将不道德行为作为一维结构与信任和满意度联系起来的模型。研究 2 测试了将四种具体的不道德行为与信任和满意度直接联系起来的模型。研究结果研究 1 的结果表明,感知到的不道德行为对消费者的信任有负面影响。研究结果还证实,信任会对顾客满意度产生积极影响。研究 2 的结果证实,反应迟钝、不尊重客户和撒谎行为对信任度和满意度都有负面影响。存在这些不道德行为的银行既无法满足消费者,也无法与消费者保持可持续的盈利关系。因此,不道德行为会损害银行业的关系结果。研究局限性/意义感知到的不道德行为量表来自单一数据集,其可靠性和有效性有待提高。以更直接的方式测试各构念之间的关系,忽略了调节变量。实际意义银行必须了解客户对不道德行为的看法,并找到克服不道德行为的方法。社会影响银行员工的不道德行为和做法不仅会损害银行的信任和声誉,还会导致客户产生挫败感,破坏他们与银行的关系。我们的论文是对这一危险的警示,并可能改善组织(一般而言)与客户之间的社会互动。原创性/价值与以往使用二维或一维量表的研究不同,本研究使用四维量表来衡量不道德行为。该研究测试了一个分解模型,该模型将感知到的不道德行为的四个组成部分与关系结果变量联系起来。通过采用混合方法策略,从客户的角度对感知到的不道德行为进行了分析。
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引用次数: 0
Acceptance of artificial intelligence devices in banking services: moderation role of technology anxiety and risk aversion 银行服务中人工智能设备的接受度:技术焦虑和风险规避的调节作用
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-18 DOI: 10.1108/ijbm-10-2023-0563
İsmail Gökhan Cintamür

Purpose

The purpose of this study is to examine the acceptance of artificial intelligence devices (AIDs) by customers in banking service encounters using the Artificially Intelligent Device Use Acceptance (AIDUA) model and thus test the validity of the AIDUA model in the context of the banking sector as well as extending the AIDUA model by incorporating two moderator variables, namely technology anxiety and risk aversion by regarding the nature of banking services, which are considered highly risky and technology-intensive.

Design/methodology/approach

About 575 valid face-to-face self-administered surveys were gathered using convenience sampling among real bank customers in Turkey. The structural equation modelling was used to test hypotheses involving both direct and moderation effects.

Findings

The current study has demonstrated that the AIDUA model is valid and reliable for the acceptance of AIDs in banking service encounters by modifying it. The study results have shown that the acceptance process of AIDs for bank customers consists of three phases. Furthermore, the study’s findings have demonstrated that technology anxiety and risk aversion have adverse moderation effects on the relationship between performance expectancy and emotion as well as on the relationship between emotion and willingness to accept AIDs, respectively.

Originality/value

The current study validates the AIDUA model for the banking industry. In addition, the present study is unique compared to other studies conducted in the literature since it applies the AIDUA model to the setting of banking services for the first time by considering the potential effects of two moderators.

目的本研究的目的是利用人工智能设备使用接受度模型(AIDUA)研究客户在银行服务中对人工智能设备(AID)的接受程度,从而检验 AIDUA 模型在银行业背景下的有效性,并通过纳入两个调节变量(即技术焦虑和风险规避)对 AIDUA 模型进行扩展。设计/方法/途径在土耳其的真实银行客户中采用便利抽样法收集了约 575 份有效的面对面自填问卷。研究结果目前的研究表明,通过对 AIDUA 模型进行修改,AIDUA 模型在银行服务遭遇中对 AID 的接受度方面是有效和可靠的。研究结果表明,银行客户对 AID 的接受过程包括三个阶段。此外,研究结果还表明,技术焦虑和风险规避分别对绩效预期与情绪之间的关系以及情绪与接受 AID 意愿之间的关系产生了不利的调节作用。此外,与文献中的其他研究相比,本研究具有独特性,因为它首次将 AIDUA 模型应用于银行服务环境,考虑了两个调节因素的潜在影响。
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引用次数: 0
AI is not careful: approach to the stock market and preference for AI advisor 人工智能并不谨慎:对股市的态度和对人工智能顾问的偏好
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-15 DOI: 10.1108/ijbm-10-2023-0568
Jieun Koo

Purpose

Financial institutions actively seek to leverage the capabilities of artificial intelligence (AI) across diverse operations in the field. Especially, the adoption of AI advisors has a significant impact on trading and investing in the stock market. The purpose of this paper is to test whether AI advisors are less preferred compared to human advisors for investing and whether this algorithm aversion diminishes for trading.

Design/methodology/approach

The four hypotheses regarding the direct and indirect relationships between variables are tested in five experiments that collect data from Prolific.

Findings

The results of the five experiments reveal that, for investing, consumers are less likely to use AI advisors in comparison to human advisors. However, this reluctance to AI advisors decreases for trading. The author identifies the perceived importance of careful decision-making for investing and trading as the psychological mechanism. Specifically, the greater emphasis on careful decision-making in investing, as compared to trading, leads to consumers’ tendency to avoid AI advisors.

Originality/value

This research is the first to investigate whether algorithm aversion varies based on whether one’s approach to the stock market is investing or trading. Furthermore, it contributes to the literature on carefulness by exploring the interaction between a stock market approach and the lay belief that algorithms lack the capability to deliberate carefully.

目的金融机构积极寻求利用人工智能(AI)的能力来开展各种业务。特别是,人工智能顾问的采用对股票市场的交易和投资产生了重大影响。本文旨在测试在投资方面,人工智能顾问是否不如人类顾问更受欢迎,以及在交易方面,这种对算法的厌恶是否会减弱。设计/方法/途径通过从 Prolific 收集数据的五个实验,对变量间直接和间接关系的四个假设进行了测试。然而,在交易中,消费者对人工智能顾问的不情愿程度有所降低。作者认为,在投资和交易中,谨慎决策的重要性是消费者的心理机制。具体来说,与交易相比,投资更强调谨慎决策,这导致消费者倾向于回避人工智能顾问。此外,该研究还探讨了股市投资方式与普通人认为算法缺乏仔细斟酌能力之间的互动关系,从而为有关仔细程度的文献做出了贡献。
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引用次数: 0
Exploring the interplay of materialism, financial socialization, financial capability, and credit card debt 探索物质主义、财务社会化、财务能力和信用卡债务之间的相互作用
IF 5.3 3区 管理学 Q1 BUSINESS Pub Date : 2024-07-11 DOI: 10.1108/ijbm-02-2024-0106
Zongze Li, Swarn Chatterjee, Diann Moorman
<h3>Purpose</h3><p>This study aims to utilize the theory of planned behavior, integrating materialism, financial socialization, and perceived financial capability, to explore the psychological determinants influencing credit card repayment behaviors.</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>The data for this research was sourced from the 2016 National Financial Well-Being Survey. Employing Structural Equation Modeling, this study investigated whether materialism, financial socialization, and perceived financial capability influenced credit card repayment behaviors through their impact on financial intention.</p><!--/ Abstract__block --><h3>Findings</h3><p>The analysis suggests significant associations between materialism, financial socialization, and perceived financial capability with credit card repayment behaviors. Furthermore, the results highlight the substantial mediating role of financial intention in shaping the relationship between materialism, financial socialization, perceived financial capability, and credit card repayment behaviors.</p><!--/ Abstract__block --><h3>Research limitations/implications</h3><p>Employing Structural Equation Modeling, the study investigated whether materialism, financial socialization, and perceived financial capability indirectly influenced credit card repayment behaviors through their impact on financial intention.</p><!--/ Abstract__block --><h3>Practical implications</h3><p>The findings of this study underscore the importance of considering credit card utilization and leverage used by average consumers. Supporting community-based financial education programs might be useful for reaching individuals and families at the grassroots level and educating participants about the deleterious effects of maintaining high credit card balances and the perils of pursuing their materialistic desires by leveraging these purchases through the utilization of credit cards. Credit card companies can use these findings to inform their marketing strategies and design credit products that cater to the needs of different segments of customers. From a policy standpoint, it is extremely important to develop programs that protect those individuals who are most vulnerable and need the most help with managing their money.</p><!--/ Abstract__block --><h3>Social implications</h3><p>Policy makers can also use these findings to develop regulations and consumer protection measures to promote responsible credit card use. For instance, they can introduce laws that require credit card companies to disclose the full cost of credit, including interest rates, fees, and charges, in a clear and transparent manner. They can also promote financial education programs to help individuals with high levels of materialism manage their credit card usage and debt.</p><!--/ Abstract__block --><h3>Originality/value</h3><p>The paper integrates two well-established theoretical frameworks, the theory of planned behavior
目的本研究旨在利用计划行为理论,结合物质主义、财务社会化和感知财务能力,探讨影响信用卡还款行为的心理决定因素。本研究采用结构方程模型,探讨物质主义、财务社会化和感知财务能力是否通过对财务意向的影响来影响信用卡还款行为。研究结果分析表明,物质主义、财务社会化和感知财务能力与信用卡还款行为之间存在显著关联。此外,研究结果还强调了财务意向在塑造物质主义、财务社会化、感知财务能力和信用卡还款行为之间关系中的重要中介作用。研究局限/意义本研究采用结构方程模型,探讨了物质主义、财务社会化和感知财务能力是否会通过对财务意向的影响间接影响信用卡还款行为。支持以社区为基础的金融教育项目可能有助于深入基层个人和家庭,教育参与者保持高额信用卡余额的有害影响,以及利用信用卡杠杆追求物质欲望的危害。信用卡公司可以利用这些调查结果来制定营销策略,设计出满足不同客户群需求的信用卡产品。社会影响政策制定者也可以利用这些发现来制定法规和消费者保护措施,以促进负责任地使用信用卡。例如,他们可以制定法律,要求信用卡公司以清晰透明的方式披露信贷的全部成本,包括利率、费用和收费。本文整合了计划行为理论和物质主义这两个成熟的理论框架,对消费者使用信用卡的情况进行了全面的了解。这种整合有助于对影响信用卡行为的因素进行更细致的分析。通过利用 2016 年全国财务状况调查的数据并采用结构方程模型(SEM),本文进行了稳健的实证调查。这增加了研究结果的可信度,并允许对理论框架中的假设进行检验。本文的研究结果对政策制定者、金融机构和消费者权益倡导者具有实际意义。
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引用次数: 0
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International Journal of Bank Marketing
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