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Differential impacts of information technology on cost and revenue driver relationships in banking

机译:信息技术对银行成本和收入驱动关系的不同影响

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Purpose - The purpose of this paper is to utilize a cost and revenue driver model for commercial banking to examine the differential effects of the drivers within and between banking functions, and to examine the role of information technology (IT) in moderating the relationship between costs and cost drivers and revenue and revenue drivers. Design/methodology/approach - The model is estimated on a cross-sectional sample of 121 banks from the functional cost and profit analysis data set collected by the Federal Reserve Banks. Multivariate regression analysis with interaction terms is utilized to examine the differential impact of IT in two contrasting banking functions. Findings - The results document the role of transactional IT on the cost driver relationships in the labor cost models in both the demand deposit and commercial loan functions. The role of strategic IT in the revenue driver models is documented for the demand deposit function but not for the commercial loan function. Research limitations/implications - Only two banking functions are selected. Expanding the model and testing it on other banking functions may be useful. Practical implications - By disaggregating the IT variable and incorporating IT in a cost and revenue driver model managers can utilize the model to examine the impact of IT in banking. Originality/value - A model that disaggregates the IT variable by allocating support costs to functions and delineates links between IT variables and cost and revenue drivers in banking.
机译:目的-本文的目的是利用商业银行的成本和收入动因模型来研究银行功能内部和之间的动因的不同影响,并研究信息技术(IT)在调节成本之间关系中的作用成本驱动因素以及收入和收入驱动因素。设计/方法/方法-该模型是根据联邦储备银行收集的功能成本和利润分析数据集对121家银行的横截面样本进行估算的。利用具有交互作用项的多元回归分析来检验IT在两个相反的银行功能中的不同影响。结果-结果记录了交易型IT在活期存款和商业贷款功能中的人工成本模型中成本驱动因素上的作用。战略性IT在收入驱动因素模型中的作用已针对活期存款功能(而非针对商业贷款功能)进行了记录。研究的局限性/意义-仅选择了两种银行功能。扩展模型并在其他银行业务功能上进行测试可能会很有用。实际意义-通过分解IT变量并将IT纳入成本和收入驱动因素模型中,管理人员可以利用该模型检查IT在银行业中的影响。原创性/价值-一种模型,通过将支持成本分配给职能来分解IT变量,并描述IT变量与银行中成本和收入驱动因素之间的联系。

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