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Adoption of artificial intelligence in financial services: The case of robo-advisors in India 人工智能在金融服务中的应用:印度机器人顾问案例
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-06-01 DOI: 10.1016/j.iimb.2024.04.002
Shumaila Fatima, Madhumita Chakraborty

Robo-advisors are still in their nascent stages of use, and this technology has yet to find wider acceptance with investors. Our study extends the domain of technology acceptance to robo-advisors by identifying the drivers of investor adoption. Investment decisions carry high risks; thus, there is a greater need to understand investor behaviour to adopt robo-advisors. Trust, anxiety, performance expectancy, and preference for human advisors are used as variables to predict investors’ intentions. PLS-SEM is employed to examine the data with a sample size of 445 investors. Results suggest that all these variables play a significant role in determining the behavioural intention of investors towards the adoption of robo-advisors.

机器人顾问的使用仍处于初级阶段,投资者尚未广泛接受这一技术。我们的研究通过确定投资者采用机器人顾问的驱动因素,将技术接受领域扩展到了机器人顾问。投资决策具有高风险,因此更有必要了解投资者采用机器人顾问的行为。信任、焦虑、业绩预期和对人工顾问的偏好被用作预测投资者意向的变量。采用 PLS-SEM 方法对 445 位投资者的样本数据进行了研究。结果表明,所有这些变量在决定投资者采用机器人顾问的行为意向方面发挥了重要作用。
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引用次数: 0
SYNOPSES 说明
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-06-01 DOI: 10.1016/j.iimb.2024.06.002
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引用次数: 0
Does investor base affect the firm-level ex-ante cost of equity capital? 投资者基础是否会影响公司层面的事前股权资本成本?
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-06-01 DOI: 10.1016/j.iimb.2024.04.003
Jains P Chacko , Lakshmi Padmakumari

This research investigates how investor base affects the cost of equity capital (COE) in Indian companies, particularly in market conditions with weak investor protection and increased ownership concentration by promoters and families. Using ordinary least squares (OLS), panel fixed effects, and two-step system generalised method of moments (GMM) analysis on data spanning from 2016 to 2021, we discovered that a dispersed ownership structure is linked to a higher ex-ante COE. Our findings indicate that companies with dispersed shareholders have less motivation to monitor managers, which leads to the expropriation of minority shareholders and results in higher COE.

本研究调查了投资者基础如何影响印度公司的股权资本成本(COE),尤其是在投资者保护薄弱、发起人和家族所有权集中度提高的市场条件下。利用普通最小二乘法(OLS)、面板固定效应和两步系统广义矩法(GMM)分析 2016 年至 2021 年的数据,我们发现分散的所有权结构与较高的事前 COE 有关。我们的研究结果表明,股东分散的公司监督管理者的积极性较低,这会导致小股东被征用,从而导致更高的 COE。
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引用次数: 0
Which banks’ business operations are more risky? The impact of leverage on Brazilian financial institutions 哪些银行的业务经营风险更高?杠杆对巴西金融机构的影响
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-06-01 DOI: 10.1016/j.iimb.2024.03.005
Douglas da Rosa München , Herbert Kimura , Eduardo Kazuo Kayo

We analyse the effect of leverage components and banks’ ‘business model channels’ on risk-taking for Brazilian banks. Using a detailed dataset from the Brazilian financial system, the results show that the measurement of leverage components is relevant for determining banks’ risk. We highlight two important findings. First, we provide novel insights for the design of a generalised method of moments (GMM) estimation using external instruments. Second, the derivative and on-balance-sheet operations are risky for investment and foreign banks. These results provide important information for banking supervision and regulation and bring new insights regarding banks’ leverage behaviour.

我们分析了杠杆成分和银行 "业务模式渠道 "对巴西银行承担风险的影响。通过使用巴西金融体系的详细数据集,结果表明杠杆成分的衡量与银行风险的确定息息相关。我们强调了两个重要发现。首先,我们为设计使用外部工具的广义矩方法(GMM)估计提供了新的见解。其次,对于投资银行和外资银行来说,衍生品业务和资产负债表内业务风险较大。这些结果为银行监管提供了重要信息,并为银行的杠杆行为带来了新的启示。
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引用次数: 0
Consumer behaviour under dual quality of products: Does testing reveal what consumers experience? 双重产品质量下的消费者行为:测试能否揭示消费者的体验?
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-06-01 DOI: 10.1016/j.iimb.2024.05.001
Lucia Bartková, Lenka Veselovská

The main aim of this paper is to explore the relationship between the nature of products tested to reveal dual quality and customers’ experiences, and for individual organisations to arrive at important guidelines for future solutions to the problem. The data used in this study were provided by the first nationwide survey conducted on a sample of 987 consumers throughout the Slovak Republic. Based on the experiences and opinions of consumers, recommendations were formulated for brand owners offering products with dual quality. Knowing the opinions of consumers will allow companies to adapt their offerings to the market.

本文的主要目的是探讨为揭示双重质量而进行测试的产品的性质与客户体验之间的关系,并为各个组织今后解决这一问题提供重要指导。本研究使用的数据来自首次全国性调查,调查对象是斯洛伐克共和国的 987 名消费者。根据消费者的经验和意见,为提供双重质量产品的品牌所有者提出了建议。了解消费者的意见将有助于企业调整其产品以适应市场。
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引用次数: 0
Crude oil price, manufacturing index, and consumer price index: Is there any temporal link in India? 原油价格、制造业指数和消费者价格指数:印度是否存在时间联系?
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-06-01 DOI: 10.1016/j.iimb.2024.03.007
Utpal Kumar De , Girijasankar Mallik

In this paper, the autoregressive distributive lag (ARDL) model is used to examine the impact of global crude oil price on manufacturing output in India and the behaviour of consumer price index. Error correction model, co-integration and multivariate GARCH model models are used for the analysis. ARDL analysis shows a significant relation between consumer price index (CPI) and manufacturing index (MI). Also, a significant inverse relation is established between crude oil price with MI and a positive relation between MI and CPI. Despite an inconsistent short run relation between petrol price with CPI, rising fuel price shows dampening impact on manufacturing output in the long run.

本文采用自回归分布滞后(ARDL)模型来研究全球原油价格对印度制造业产出的影响以及消费者价格指数的行为。分析中使用了误差修正模型、协整模型和多元 GARCH 模型。ARDL 分析表明,消费价格指数(CPI)与制造业指数(MI)之间存在显著关系。此外,原油价格与 MI 之间存在明显的反向关系,MI 与 CPI 之间存在正向关系。尽管汽油价格与 CPI 之间的短期关系不一致,但从长期来看,燃料价格上涨对制造业产出产生了抑制作用。
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引用次数: 0
What elements of the opening set influence the outcome of a tennis match? An in-depth analysis of Wimbledon data 开局的哪些因素会影响网球比赛的结果?对温布尔登数据的深入分析
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-03-13 DOI: 10.1016/j.iimb.2024.03.002
Kapil Gupta, Vijayshankar Krishnamurthy, Soudeep Deb
This study examines the importance of game elements of the first set in Wimbledon matches in deciding the match outcome. We propose a LASSO-induced logistic regression model based on first set data to identify the variables that impact the match outcome. Our findings indicate that winning service points, average distance travelled, and rating points significantly impact match outcome. Additionally, we show the effectiveness of our proposed model in within-match forecasting during the first set, and it frequently performs better than other statistical and machine-learning approaches. We also discuss important managerial applications of our methodology for players, coaches, and other stakeholders.
本研究探讨了温布尔登网球赛首盘比赛中决定比赛结果的比赛要素的重要性。我们提出了一个基于首盘数据的 LASSO 诱导逻辑回归模型,以确定影响比赛结果的变量。我们的研究结果表明,制胜发球得分、平均击球距离和等级分对比赛结果有显著影响。此外,我们还展示了我们提出的模型在第一盘比赛中进行赛内预测的有效性,它的表现经常优于其他统计和机器学习方法。我们还讨论了我们的方法对球员、教练和其他利益相关者的重要管理应用。
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引用次数: 0
A Set of Linearized Partially-Parallel Splitting Methods for Separable Convex Programs 可分离凸程序的线性化部分并行分割方法集
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-03-12 DOI: 10.1016/j.iimb.2024.03.001
Jitamitra Desai, Kai Wang
The proximal partially-parallel splitting method (PPSM), originally proposed in Wang et al. (2017), is a hybrid mechanism that inherits the nice properties of both Gauss-Seidel and Jacobian substitution procedures for solving the multiple-block convex minimization problem, whose objective function is the sum of individual (separable) functions without any shared variables, subject to a linear coupling constraint. In this paper, we extend this work and present some of the PPSM, which fully utilize the separable structure and result in subproblems that either have closed-form solutions or are relatively easy to solve as compared to their original nonlinear versions. Global convergence of these linearized methods under the projection contraction algorithmic framework is proven, and furthermore, detailed remarks that serve to clarify the interconnections between these linearized variants are highlighted. Finally, the worst-case convergence rate of these methods under ergodic conditions is also established.
近似部分并行分割法(PPSM)最初由 Wang 等人(2017)提出,它是一种混合机制,继承了高斯-赛德尔程序和雅各布替代程序的优良特性,用于求解多块凸最小化问题,该问题的目标函数是没有任何共享变量的单个(可分离)函数之和,受线性耦合约束。在本文中,我们对这一工作进行了扩展,提出了一些 PPSM,这些方法充分利用了可分离结构,所产生的子问题要么具有闭式解,要么与其原始非线性版本相比相对容易求解。这些线性化方法在投影收缩算法框架下的全局收敛性得到了证明,此外,还强调了有助于澄清这些线性化变体之间相互联系的详细说明。最后,还确定了这些方法在遍历条件下的最坏收敛率。
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引用次数: 0
Regulation of brands in the Indian pharmaceutical industry in the 1960s: Examination of the Tariff Commission Report, 1968 20 世纪 60 年代印度制药业的品牌监管:对 1968 年关税委员会报告的审查
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-03-01 DOI: 10.1016/j.iimb.2024.02.002
Manu Kanchan

The literature on the Indian pharmaceutical industry has examined the importance of product patents and the attempts policy has made to regulate them. However, it has not done the same for the question of brands. Our study addresses this gap. The Tariff Commission Report of 1968, a turning point in the price control policies of the 1960s, is examined. The examination revealed two important points: first, there were attempts to regulate brands through policies; and second, brands were of high importance to all the major industry players. This became evident in the industry's resistance to the government's regulatory efforts.

有关印度制药业的文献研究了产品专利的重要性以及政策对其进行监管的尝试。然而,对于品牌问题却没有进行同样的研究。我们的研究填补了这一空白。1968 年关税委员会报告是 20 世纪 60 年代价格管制政策的转折点,我们对该报告进行了研究。该研究揭示了两个重要问题:首先,有人试图通过政策来规范品牌;其次,品牌对所有主要行业参与者都非常重要。这从该行业对政府管制努力的抵制中可见一斑。
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引用次数: 0
Reflecting on management knowledge in India: Urgency to change the paradigm, decolonise and indigenise in the age of Artificial Intelligence 反思印度的管理知识:人工智能时代改变模式、去殖民化和本土化的紧迫性
IF 1.7 Q3 MANAGEMENT Pub Date : 2024-03-01 DOI: 10.1016/j.iimb.2024.02.006
Abhoy K. Ojha

Management research in India has been strongly impacted by paradigms from the natural sciences. Further, most research in India is dominated by US-based theories that discourage indigenous research. This is an outcome of British impact on knowledge in India during the colonial era and US-driven neo-colonial influences on management knowledge in the post-colonial era. This is dysfunctional as managerial interventions are likely to be based on knowledge that is unsuitable for the context. There is an urgency to correct the situation as AI based tools are changing the way knowledge is created, disseminated, and learnt, hurting indigenous knowledge.

印度的管理研究深受自然科学范式的影响。此外,印度的大多数研究都以美国的理论为主导,阻碍了本土研究。这是殖民时代英国对印度知识的影响和后殖民时代美国对管理知识的新殖民主义影响的结果。这种情况是不正常的,因为管理干预措施很可能以不适合具体情况的知识为基础。当务之急是纠正这种状况,因为基于人工智能的工具正在改变知识的创造、传播和学习方式,从而伤害本土知识。
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引用次数: 0
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IIMB Management Review
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