The development of electronic information technology has made workplace gossip more ubiquitous.As a part of interpersonal communication on informal occasions,positive workplace gossip affects individuals’mood,cogni-t...The development of electronic information technology has made workplace gossip more ubiquitous.As a part of interpersonal communication on informal occasions,positive workplace gossip affects individuals’mood,cogni-tion,and behaviors.In light of this and based on the Social Interdependence Theory,the study proposed that positive workplace gossip has a negative effect on employee silence,and psychological safety mediates this rela-tionship.In addition,the promotion-focused moderates the relationship between psychological safety and employee silence.Based on a two-wave sampling design from 311 innovative enterprises employees,the results of Structural Equation Model by AMOS 22.0 and Mplus 7.0 supported all the hypotheses.Results revealed that positive workplace gossip can decrease the employee silence through the mediating role of psychological safety and moderating role of promotion-focused.Thesefindings provided theoretical implications and practical sugges-tions for enterprise managers to create positive communication climate to reduce employee silence.展开更多
Crisis information dissemination plays a key role in the development of emergency responses to epidemic-level public health events.Therefore,clarifying the causes of crisis information dissemination and making accurat...Crisis information dissemination plays a key role in the development of emergency responses to epidemic-level public health events.Therefore,clarifying the causes of crisis information dissemination and making accurate predictions to effectively control such situations have attracted extensive attention.Based on media richness theory and persuasion theory,this study constructs an index system of crisis information dissemination impact factors from two aspects:the crisis information publisher and the published crisis information content.A multi-layer perceptron is used to analyze the weight of the index system,and the prediction is transformed into a pattern classification problem to test crisis information dissemination.In this study,COVID-19 is considered a representative event.An experiment is conducted to predict the crisis information dissemination of COVID-19 in two megacities.Data related to COVID-19 from these two megacities are acquired from the well-known Chinese social media platform Weibo.The experimental results show that not only the identity but also the social influence of the information publisher has a significant impact on crisis information dissemination in epidemic-level public health events.Furthermore,the proposed model achieves more than 95%test accuracy,precision rate,recall value and f1-score in the prediction task.The study provides decision-making support for government departments and a guide for correctly disseminating crisis information and public opinion during future epidemic-level public health events.展开更多
基金funded by the National Natural Science Foundation of China Project(71801017,72002016,71901031,71802025)Project of Beijing Social Science(No.18GLC064).
文摘The development of electronic information technology has made workplace gossip more ubiquitous.As a part of interpersonal communication on informal occasions,positive workplace gossip affects individuals’mood,cogni-tion,and behaviors.In light of this and based on the Social Interdependence Theory,the study proposed that positive workplace gossip has a negative effect on employee silence,and psychological safety mediates this rela-tionship.In addition,the promotion-focused moderates the relationship between psychological safety and employee silence.Based on a two-wave sampling design from 311 innovative enterprises employees,the results of Structural Equation Model by AMOS 22.0 and Mplus 7.0 supported all the hypotheses.Results revealed that positive workplace gossip can decrease the employee silence through the mediating role of psychological safety and moderating role of promotion-focused.Thesefindings provided theoretical implications and practical sugges-tions for enterprise managers to create positive communication climate to reduce employee silence.
基金This research was supported by the National Natural Science Foun-dation of China[grant numbers 71804083,71801017,and 72104032]the Science Foundation of Beijing Information Science&Technol-ogy University[grant number 2021XJJ42].
文摘Crisis information dissemination plays a key role in the development of emergency responses to epidemic-level public health events.Therefore,clarifying the causes of crisis information dissemination and making accurate predictions to effectively control such situations have attracted extensive attention.Based on media richness theory and persuasion theory,this study constructs an index system of crisis information dissemination impact factors from two aspects:the crisis information publisher and the published crisis information content.A multi-layer perceptron is used to analyze the weight of the index system,and the prediction is transformed into a pattern classification problem to test crisis information dissemination.In this study,COVID-19 is considered a representative event.An experiment is conducted to predict the crisis information dissemination of COVID-19 in two megacities.Data related to COVID-19 from these two megacities are acquired from the well-known Chinese social media platform Weibo.The experimental results show that not only the identity but also the social influence of the information publisher has a significant impact on crisis information dissemination in epidemic-level public health events.Furthermore,the proposed model achieves more than 95%test accuracy,precision rate,recall value and f1-score in the prediction task.The study provides decision-making support for government departments and a guide for correctly disseminating crisis information and public opinion during future epidemic-level public health events.