一种用于建模和评估建筑业价值共创中环境影响的新混合方法

A new mixed approach for modelling and assessing environmental influences to value co-creation in the construction industry

International Journal of Production Research · 2016
被引 10
ABS 3

中文导读

提出BP-FA-SD混合方法,将环境力量分为经济、文化和行政三类,评估其对建筑企业价值共创的影响,帮助企业找到最优发展路径。

Abstract

This research studies closely related environmental forces that impact the growth of a company and their respective results of value co-creation in an enterprise (VCCE). With the purpose to coordinate environmental forces and VCCE, this paper presents an innovative mixed model (BP-FA-SD method) using expert grading method, BP neural network, factor analysis and system dynamics. In this BP-FA-SD method, environmental forces are categorised into economic force, cultural force and administrative force. The VCCE value space is mainly divided into social value, symbol value and product value. This research applies an expert grading method to assess the environmental forces of the selected cases, computes the synergy condition using the BP method, and implements the cluster analysis and SD simulation with the FA and SD methods correspondingly. The results of the BP-FA-SD method indicated the positive synchronisation of the development of enterprise forces in the selected construction companies. The findings would help enterprises to find the optimal development paths with synergistic outcomes from the internal and external factors. It further provides a new scheme of the system improvement of the VCCE time-to-performance with the momentum of environmental forces. The research presents a comprehensive instrument for fundamental reconsideration of environmental forces and their influences.

建筑业价值共创环境因素系统动力学神经网络