Use big data to analyze the cause of resignation in the United States
January 22, 2024 11:12 Source: "China Social Sciences" January 22, 2024 Issue 2820 Author: Wang Youran/Compilation

  bet365 live casino games According to the official website of the Vienna Complex Science Center in Austria, recently reported,Researchers at the center found,The emergence of the "big resignation" in the United States in the past two years is closely related to the mental health status of the workers。

During the "big resignation wave" period of the previous two years,Millions of Americans resign from work。Scholars think,This phenomenon provides a thinking about how people work、How to improve the opportunity of corporate bet365 best casino games practice。Researcher Maria Del Rio-Chanona, a researcher at the Vienna Complex Science Center, believes,After the economic recession, the resignation often increases,But the "big resignation wave" in the United States reached a record level,This triggers people's thinking: What is the difference between this time?

Rio Chaonner and others use text analysis methods,Examination of the contents of the posts related to work and resignation on a large social media platform from 2018-2021。The post on the platform is half anonymous,Unlimited length,Users can be detailed、Express your point of view freely。Researchers use theme modeling this machine learning method to identify dialogue themes from large -scale text Bet365 app download data,To determine the most common concern in the discussion,and adopt a dual differential method to distinguish general discussions (related to work) and specific discussions (related to resignation)。

The results show,The changes in the above discussion and the resignation rate of the United States、Dynamic changes in the layoff rate are similar,Pain work experience、Worries about personal mental health may have an impact on the motivation to resign。Since the new crown epidemic occurs,Involved in anxiety、Psychological health topics and topics of pressure and work disturbances are significantly increased in the posts related to resignation。That is to say,Speaking of time of resignation,People talk bet365 Play online games about mental health problems more frequently than before。

With the improvement of the labor market conditions,By 2021,The topic of psychological health and work troubles on social media platforms gradually decreases,Related salary consultation、Work opportunities、New posts increase。Researchers said,"People are talking about salary consultation and job opportunities when they are discussing resignation,instead of dislike their work。Among those who resigned in 2021,Some may not like your job before,But resigned until the improvement of employment prospects "。

Senior Researcher Ljubica Needelkoska, a senior researcher at the Vienna Complex Science Center,The new crown epidemic releases some factors Bet365 lotto review that contribute to resignation,For example, psychological health problems,These factors are not so obvious in the past economic recovery。Rio Chaonna emphasized,In the future, we should focus on the needs of employees' self -realization and relationship needs。Under the background of how to reshape the work at present,It is very important to use these technologies to improve working conditions。

 (Wang Youran/Compilation)

Editor in charge: Zhang Jing
QR code icon 2.jpg
Key recommendation
The latest article
Graphics
bet365 live casino games
Video

Friendship link:

Website filing number: Jinggong.com Anmi 11010502030146 Ministry of Industry and Bet365 app download Information Technology:

All rights reserved by China Social Sciences Magazine shall not be reprinted and used without permission

General Editor Email: zzszbj@126.com This website contact information: 010-85886809 Address: 11-12 floor of Building 1, No. 15, Guanghua Road, Chaoyang District, Beijing: 100026