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Emily R. Wiegand; Robert M. Goerge; Victor Porcelli; Cynthia Miller – Administration for Children & Families, 2024
High-quality, stable child care and early education (CCEE) can have lasting, positive impacts on children. However, the challenges of recruiting, strengthening, and retaining the CCEE workforce are well documented. CCEE educators typically have low levels of formal education and compensation; limited opportunities for education, training, and…
Descriptors: Early Childhood Education, Child Care, Labor Force Development, Early Childhood Teachers
Arantes, Janine Aldous – Journal for Critical Education Policy Studies, 2022
With the increasing presence of 'datafied' educational settings across Australia, critical components of teachers' educational practice and work have been quantified. Digital data collected through teachers' labour in and around the classroom links to educational practice and the commercial datafication of teachers' online persona. Often described…
Descriptors: Foreign Countries, Data, Data Collection, Work Environment
Smyk, Magdalena; Tyrowicz, Joanna; van der Velde, Lucas – Sociological Methods & Research, 2021
We investigate the reliability of data from the Wage Indicator (WI), the largest online survey on earnings and working conditions. Comparing WI to nationally representative data sources for 17 countries reveals that participants of WI are not likely to have been representatively drawn from the respective populations. Previous literature has…
Descriptors: Online Surveys, Data, Reliability, Wages
Grant, Robert – Statistics Education Research Journal, 2017
Statistical literacy, the ability to understand and make use of statistical information including methods, has particular relevance in the age of data science, when complex analyses are undertaken by teams from diverse backgrounds. Not only is it essential to communicate to the consumers of information but also within the team. Writing from the…
Descriptors: Data, Statistics, Numeracy, Artificial Intelligence
Hess, Hopeton; Austin, Lea J. E. – Center for the Study of Child Care Employment, 2022
Early educators are the best spokespeople about the conditions under which they work and what they need in order to thrive. Policy leaders have much to gain by actively engaging educators in identifying workable solutions to the child care crisis. The Center for the Study of Child Care Employment (CSCCE) believes that educators have the right to…
Descriptors: Early Childhood Teachers, Early Childhood Education, Needs, Work Environment

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