A Logistic Regression Analysis to Assist Welfare Recipients Attaining Employment
نویسندگان
چکیده
This study reports on an experiment using logistic regression to uncover the preponderant factors influencing likelihood of attaining employment by a welfare recipient in Broward County, Florida. Our considers whether profiling participants and tailoring workforce development services based their respective profiles can increase finding (Black et al., 2003). The finds that our econometric model predicted probability with reasonably strong reliability. is alignment Welfare Profiling Model Michigan’s (Barnow 2012; Eberts, 1997;2002) Factors Influencing AFDC Duration Labor Market Outcomes Research Study Texas (Schexnayder 1991). More specifically, results indicate education prior history are significant increasing departing from achieving employment. Furthermore, concludes number children, participant’s age, ethnicity also play role breaking away welfare. show assign individuals increases 11% 24% average. very encouraging since it motivates researchers perform further research this area study.
منابع مشابه
Welfare recipients' job skills and employment prospects.
The welfare reform goal of moving mothers who rely on welfare into private-sector employment cannot be achieved only by changes in public policy. Employment rates reflect the job qualifications of individuals, obstacles to work outside the home, the attractiveness of available jobs, and the capacity of the labor market to absorb new workers at particular skill levels. This article examines how ...
متن کاملSocial Employment of Welfare Recipients in Belgium: an Evaluation1
In Belgium, welfare agencies receive a subsidy to employ welfare recipients for a period sufficiently long to entitle them to unemployment benefits. This work experience program is called Social Employment (SE). We investigate the effect of SE on the exit rate from welfare. We propose a grouping/IV estimator of the SE effect that eliminates selection bias. The estimator is consistent, even if t...
متن کاملChild care subsidies and the employment of welfare recipients.
Changing patterns of maternal employment, coupled with stronger work requirements for welfare recipients, are increasing the demand for child care. For many families, the cost of child care creates a financial burden; for mothers with low incomes and those who are former welfare recipients, these costs may be an insurmountable barrier to employment or economic self-sufficiency. Despite increase...
متن کاملLogistic Regression Tree Analysis
This chapter describes a tree-structured extension and generalization of the logistic regression method for fitting models to a binary-valued response variable. The technique overcomes a significant disadvantage of logistic regression, which is interpretability of the model in the face of multicollinearity and Simpson’s paradox. Section 1 summarizes the statistical theory underlying the logisti...
متن کاملUnderstanding logistic regression analysis
Logistic regression is used to obtain odds ratio in the presence of more than one explanatory variable. The procedure is quite similar to multiple linear regression, with the exception that the response variable is binomial. The result is the impact of each variable on the odds ratio of the observed event of interest. The main advantage is to avoid confounding effects by analyzing the associati...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: The journal of social sciences research
سال: 2021
ISSN: ['2413-6670', '2411-9458']
DOI: https://doi.org/10.32861/jssr.72.75.91