{"title":"Strengthen Digitalization Technologies on Regulation of Labor Migrant Workers Abroad","authors":"Odiljon Rixsimbayev, Sulkhiya Gazieva, Mukhabbat Toshmurodova, Gavkhar Khidirova, Narzillo Rustamov","doi":"10.1145/3584202.3584277","DOIUrl":null,"url":null,"abstract":"Our goal is to precisely define the relationship between digitalization process development and labor migrant workers' outflow abroad. This paper contests the claim that any relationship between labor migrant workers and the digital regulation process. The research also aimed to determine how important ICT is for workers' daily activity abroad in evidence from the 5 regions of Uzbekistan. The study uses quantitative analysis to gain insights into migrant workers' pull factors. We analyzed a unique panel dataset of five independent variables in the period of ranging 2017-2021. There is a linear relationship (correlation) between keywords occurrences and their total strength. But, using fixed effects and random effects models, we found significant changes in the model. By analyzing the Hausman test we found test results Prob>chi2 = 0.0001, so we use Random effect model parameters. But in this model, only internet personal users have a negative relationship by 3.428 units. As for sigma_u-303.64505, sigma_e- 824.88704 and rho .1193317 (fraction of variance due to u_i), analysis of the variability over time showed F-test that all u_i=0: F (4, 15) = 0.25 with Prob > F = 0.9075. It means model estimations need not necessarily pooled regression results. Mainly the study provides the first detailed evidence of the association with a migrant who left the country for working in Uzbekistan regions.","PeriodicalId":438341,"journal":{"name":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3584202.3584277","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Our goal is to precisely define the relationship between digitalization process development and labor migrant workers' outflow abroad. This paper contests the claim that any relationship between labor migrant workers and the digital regulation process. The research also aimed to determine how important ICT is for workers' daily activity abroad in evidence from the 5 regions of Uzbekistan. The study uses quantitative analysis to gain insights into migrant workers' pull factors. We analyzed a unique panel dataset of five independent variables in the period of ranging 2017-2021. There is a linear relationship (correlation) between keywords occurrences and their total strength. But, using fixed effects and random effects models, we found significant changes in the model. By analyzing the Hausman test we found test results Prob>chi2 = 0.0001, so we use Random effect model parameters. But in this model, only internet personal users have a negative relationship by 3.428 units. As for sigma_u-303.64505, sigma_e- 824.88704 and rho .1193317 (fraction of variance due to u_i), analysis of the variability over time showed F-test that all u_i=0: F (4, 15) = 0.25 with Prob > F = 0.9075. It means model estimations need not necessarily pooled regression results. Mainly the study provides the first detailed evidence of the association with a migrant who left the country for working in Uzbekistan regions.