Objective To construct the influencing factor model of organizational efficiency by using structural equation model,and to put forward some suggestions for drug review institutions to their management mode.Methods The...Objective To construct the influencing factor model of organizational efficiency by using structural equation model,and to put forward some suggestions for drug review institutions to their management mode.Methods The model hypothesis affecting organizational efficiency was proposed by literature analysis,and a questionnaire was designed.Then,the questionnaires returned were analyzed to investigate the relationship among the factors affecting organizational efficiency with the structural equation models.Results and Conclusion The direct effect of communication on organizational efficiency was 0.83,that of system construction was 0.60,talents cultivation was 0.25,and task management was 0.38.The model results basically fitting met the various statistical indicators,with statistical significance thresholds.Talents cultivation and task management have little effect on organizational efficiency,while system construction and communication have great effect on organizational efficiency.However,due to the correlation between organizational systems,the influencing factors should be considered in a balanced manner,so as to put forward reasonable suggestions.展开更多
The adaptive neural fuzzy inference system （ANFIS） is used to make a ease study considering features of complex social-technical system with the target of increasing organizational efficiency of public scientific re...The adaptive neural fuzzy inference system （ANFIS） is used to make a ease study considering features of complex social-technical system with the target of increasing organizational efficiency of public scientific research institutions. An integrated ANFIS model is built and the effectiveness of the model is verified by means of investigation data and their processing results. The model merges the learning mechanism of neural network and the language inference ability of fuzzy system, and thereby remedies the defects of neural network and fuzzy logic system. Result of this case study shows that the model is suitable for complicated socio-technical systems and has bright application perspective to solve such problems of prediction, evaluation and policy-making in managerial fields.展开更多
文摘Objective To construct the influencing factor model of organizational efficiency by using structural equation model,and to put forward some suggestions for drug review institutions to their management mode.Methods The model hypothesis affecting organizational efficiency was proposed by literature analysis,and a questionnaire was designed.Then,the questionnaires returned were analyzed to investigate the relationship among the factors affecting organizational efficiency with the structural equation models.Results and Conclusion The direct effect of communication on organizational efficiency was 0.83,that of system construction was 0.60,talents cultivation was 0.25,and task management was 0.38.The model results basically fitting met the various statistical indicators,with statistical significance thresholds.Talents cultivation and task management have little effect on organizational efficiency,while system construction and communication have great effect on organizational efficiency.However,due to the correlation between organizational systems,the influencing factors should be considered in a balanced manner,so as to put forward reasonable suggestions.
基金Supported by the Soft Science Program of Jiangsu Province(BR2010079)~~
文摘The adaptive neural fuzzy inference system （ANFIS） is used to make a ease study considering features of complex social-technical system with the target of increasing organizational efficiency of public scientific research institutions. An integrated ANFIS model is built and the effectiveness of the model is verified by means of investigation data and their processing results. The model merges the learning mechanism of neural network and the language inference ability of fuzzy system, and thereby remedies the defects of neural network and fuzzy logic system. Result of this case study shows that the model is suitable for complicated socio-technical systems and has bright application perspective to solve such problems of prediction, evaluation and policy-making in managerial fields.
