Hidefumi Kawakatsu, Nobuhiko Yamanaka, Kosuke Kato, Dong Li
{"title":"组织变革中员工对管理信任的估计及多agent模型分析","authors":"Hidefumi Kawakatsu, Nobuhiko Yamanaka, Kosuke Kato, Dong Li","doi":"10.1109/iiaiaai55812.2022.00099","DOIUrl":null,"url":null,"abstract":"Morale issues are considered to be a major factor in preventing realization of organizational change. Employee’s morale during the organization change is known to depend upon trust in their management. Our previous study has provided a procedure for estimating the employees’ trust in their management and developed a multi-agent simulation model to demonstrate the change of the employees\" states. This study modifies the model for estimating trust so that trust can be estimated with fewer independent variables and the prediction accuracy can be improved, which can also simplify the multi-agent simulation model. Simulation experiments are presented to analyze the relationship between the employees’ trust and the change of morale.","PeriodicalId":156230,"journal":{"name":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Estimation of Employee Trust in Management and Multi-Agent Model for Analyzing Employee Morale during Organizational Change\",\"authors\":\"Hidefumi Kawakatsu, Nobuhiko Yamanaka, Kosuke Kato, Dong Li\",\"doi\":\"10.1109/iiaiaai55812.2022.00099\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Morale issues are considered to be a major factor in preventing realization of organizational change. Employee’s morale during the organization change is known to depend upon trust in their management. Our previous study has provided a procedure for estimating the employees’ trust in their management and developed a multi-agent simulation model to demonstrate the change of the employees\\\" states. This study modifies the model for estimating trust so that trust can be estimated with fewer independent variables and the prediction accuracy can be improved, which can also simplify the multi-agent simulation model. Simulation experiments are presented to analyze the relationship between the employees’ trust and the change of morale.\",\"PeriodicalId\":156230,\"journal\":{\"name\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/iiaiaai55812.2022.00099\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/iiaiaai55812.2022.00099","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Estimation of Employee Trust in Management and Multi-Agent Model for Analyzing Employee Morale during Organizational Change
Morale issues are considered to be a major factor in preventing realization of organizational change. Employee’s morale during the organization change is known to depend upon trust in their management. Our previous study has provided a procedure for estimating the employees’ trust in their management and developed a multi-agent simulation model to demonstrate the change of the employees" states. This study modifies the model for estimating trust so that trust can be estimated with fewer independent variables and the prediction accuracy can be improved, which can also simplify the multi-agent simulation model. Simulation experiments are presented to analyze the relationship between the employees’ trust and the change of morale.