Determination of effective parameters for diagnosis and classification of air-conditioning refrigerant noise by logistic regression

Kim, Yong Dae; Yoo, Kook-Hyun; Oh, Jae Eung

doi:10.3397/1/376635

Cited by 3 publications

(1 citation statement)

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“…To gain greater understanding of the effects of health and wealth on settlement intention in migrants, we incorporated health factors, wealth factors, and social welfare factors into the regression equation and established a binary logistic regression model and a mixed effect logistic regression model. Due to the differences in the units and magnitudes of the independent variables, we cannot identify the relative influence of each variable on the probability of settlement intention ( 36 ). Normalization of units was carried out to identify the relative effect of continuous variables, including scores of health education, social organizational participation, GRP, economic advantages, and AQI, on the probability of settlement intention.…”

Section: Resultsmentioning

confidence: 99%

The Impact of Health and Wealth on Settlement Intention of Migrants: The Moderating Effect of Social Welfare

Zheng

Xue

et al. 2021

Front. Public Health

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Background: With the rapid urbanization, citizenization of migrants is becoming the development tendency in China. It is significant to analyze the determining factors of the settlement intention of migrants.Methods: The data we used were taken from the China Migrants Dynamic Survey (CMDS) in 2017. Multilevel mixed-effects logistic regression was used to analyze the relationship between air pollution, economic advantages, and settlement intention between different migrants and the moderating effect of social welfare.Results: At the individual level, being female, married, urban and other ethnic, having higher education, older, and health associated with likelihood of settlement intention of migrants. Higher health education, social integration, and, have a health record were positively associated with the likelihood of settlement intention. Higher educated, urban areas, and Han migrants were willing to reduce their pursuit of health for economic development.Conclusion: Health education and more social organizational participation can reduce the negative effect of air pollution and increase the positive effect of economic advantages on settlement intention of migrants. But, in less economically advantaged areas, it has no obvious effect. In the choice of health and wealth, the settlement intention of migrants shows difference, and unfairness and social welfare, in particular health education, can narrow this difference.

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Section: Resultsmentioning

confidence: 99%