Research On The Construction Of Non-financial Index System For Performance Evaluation Of A Company Based On Complex Network

Through performance evaluation,enterprises can timely and effectively discover problems in the operation management process and analyze the causes of the problems as well as propose corresponding countermeasures to improve the operation.As an integral part of the enterprise performance evaluation system,non-financial indicators play an important role in making up for the shortcomings of financial indicators.The introduction of nonfinancial indicators not only broadens the scope of performance evaluation indicators,but also the development of past performance evaluation methods,that is an important development trend of performance evaluation.This paper mainly uses complex network method and fuzzy evaluation method to conduct a tentative study on the selection and weight setting of non-financial indicators for enterprise performance evaluation.First of all,this paper deeply analyzes and summarizes the related theories of performance evaluation and complex network theory,and lays a theoretical foundation for the research of non-financial indicator system.Then,based on the current performance evaluation of Company A and the actual situation of the industry,this paper analyzes the existing problems of its performance evaluation system.Furthermore,it selects the master's literature related to “non-financial indicators of performance evaluation” in China Knowledge Network and extracts the non-financial indicators applied in the text one by one,and then uses Stata for programming analysis.Next this paper builds a network of performance evaluation non-financial indicators.In the complex network of this paper,nonfinancial indicators are nodes.If the indicators appear in the same document at the same time,an edge is formed.Weight is the number of times an indicator appears in the literature at the same time.After that,this paper analyzes the weighting value,node centrality and community structure of the network,and finally selects the indicators and determines the corresponding weights,thus constructing a non-financial indicator system based on complex networks.Finally,this paper introduces the specific data of Company A,uses the index system constructed in the previous article,and uses fuzzy mathematics model to measure the impact of each indicator data on the performance of the company.Then the paper deeply analyzes the performance and reasons of the performance of the enterprise,and observes whether the evaluation results are consistent with the industry status of the enterprise,and proves the validity of the non-financial indicator system constructed in this paper.At the same time,this paper proposes implementation of performance evaluation.This paper puts forward the ideas,methods and suggestions for the construction of performance evaluation non-financial indicator system based on complex network model and fuzzy mathematical model.The purpose is to design a non-financial indicator performance evaluation system for Company A.However,this design may need to be improved,as it was first proposed for Company A.The author only hopes that through the exploration of the nonfinancial indicator performance evaluation system,it can provide some enlightenment and reference for the company A in the reform of the non-financial indicator performance evaluation system.