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Technology Enhanced Single View of Customers as a Predictor for Effective Performance of the Modern Banking Institutions

机译:技术增强了客户的单一观点,成为现代银行机构有效绩效的预测指标

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While using confirmatory factor analysis, this paper examines the pivotal factors and values associated with the use of the technology enhanced single view of customers as a predictor for effective performance of the contemporary banking institutions. It is posited in the overriding hypothesis that the effectiveness of the technology enhanced single view of customers and the ability to achieve all its associated business values are significantly moderated by variables encompassing technological compatibility, structural philosophy, executives’ commitment and employee education. Testing and validating this underpinning hypothesis was undertaken according to four main steps; model specification, sample size estimation, data collection, and the calculation of estimates and interpretation of indices. RMSEA (Root Mean Square Error of Approximation) and Chi-squared ( 14x2"> ) analysis did not indicate good model fitness. However, the overall interpretation of the findings revealed most of the incremental fit indices, and the standardised regression weights (factor loadings) and squared multiple correlations co-efficient ( 14r2"> ) to strongly support the overriding hypothesis that the effectiveness of the technology enhanced single view of customers and its ability to influence improvement of the performance of the contemporary banking institutions are predicted by certain four pivotal factors (technological compatibility, structural philosophy, executives’ commitment and employee education). The study concludes with a conceptual framework highlighting critical steps and pivotal factors that banking executives can adopt in the endeavour to ensure the successful development and utilisation of technology enhanced single view of customers.
机译:在使用验证性因素分析的同时,本文考察了与使用技术增强的单一客户观点作为现代银行机构有效绩效的预测指标相关的关键因素和价值。普遍存在的假设是,技术的有效性增强了客户的单一视图,并实现了其所有相关业务价值的能力受到技术兼容性,结构理念,高管人员的承诺和员工教育等因素的影响。根据以下四个主要步骤对这一基础假设进行了测试和验证。模型规格,样本量估算,数据收集以及估算值的计算和指标的解释。 RMSEA(近似值的均方根误差)和卡方(14x2“>)分析并未显示出良好的模型适应性,但是,对发现的整体解释显示,大多数增量拟合指数以及标准化回归权重(因子负载) )和多重相关系数平方(14r2“>)以强有力地支持这一假说,该假说是由以下四个关键因素预测的,即该技术的有效性增强了客户的单一观点及其影响当代银行业机构绩效改善的能力。因素(技术兼容性,结构哲学,高管人员的承诺和员工教育)。该研究以概念框架为结尾,该框架突出了银行业高管可以采取的关键步骤和关键因素,以确保成功开发和利用技术增强了客户的统一视野。

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