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A Comprehensive Framework for Sustainable Project Portfolio Selection Based on Structural Equation Modeling

机译:基于结构方程模型的可持续项目组合选择的综合框架

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摘要

Project selection problems are inherently complex problems with multiple and often conflicting objectives. The complexity of project selection problems is due to the high number of projects from which a subset (portfolio) has to be chosen. Various analytical methods, ranging from the simple weighted sum to complex mathematical programming have been proposed to solving these problems. We propose an integrated approach for strategic and sustainable project portfolio selection, which is composed of two distinct but interrelated modules. In the first module, we use the strategic planning and sustainability concepts to select a set of promising projects. In the second module, we use a project portfolio selection procedure to choose among the promising projects identified in the first module. A structural equation model is used to analyze and explain the relationships among different factors in the proposed framework. More specifically, we investigate the effects of: (1) strategic level performance on sustainability, post-implementation, and overall performance; (2) implementation performance on post-implementation and overall performance; (3) portfolio selection performance on implementation and overall performance; and (4) post-implementation performance on overall performance. A case study in investment banking is presented to demonstrate the applicability of the proposed model and exhibit the efficacy of the procedures and algorithms.
机译:项目选择问题本质上是复杂的问题,具有多个目标并且经常相互冲突。项目选择问题的复杂性是由于必须从中选择一个子集(项目组合)的项目数量众多。为了解决这些问题,已经提出了各种分析方法,从简单的加权和到复杂的数学编程。我们提出了一种战略和可持续项目组合选择的综合方法,该方法由两个截然不同但相互关联的模块组成。在第一个模块中,我们使用战略规划和可持续性概念来选择一组有前途的项目。在第二个模块中,我们使用项目组合选择程序在第一个模块中确定的有前途的项目中进行选择。使用结构方程模型来分析和解释所提出框架中不同因素之间的关系。更具体地说,我们研究以下方面的影响:(1)战略层面的绩效对可持续性,实施后和总体绩效的影响; (2)关于实施后绩效和总体绩效; (3)投资组合选择绩效对实施和整体绩效的影响; (4)实施后绩效对整体绩效的影响。提出了一个投资银行业的案例研究,以证明所提出模型的适用性,并展示了程序和算法的有效性。

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