This case study examines employee attrition, its detrimental effects on businesses, and the potential of data analytics to address this challenge. By employing Latent Dirichlet Allocation (LDA), a sophisticated NLP technique, we delve into the underlying reasons for employee departures. Additionally, we explore using RapidMiner to develop…

Arts therapy is provided in most educational settings in Israel, but post-COVID, many arts therapists working in schools resigned or took leave, and other therapists have displayed little interest in taking their place. This study explored the experiences of therapists who left the system, with the purpose of making their voices heard and…

The retention of student affairs professionals remains a significant challenge for academic institutions, as these professionals play a critical role in supporting student retention and ensuring completion rates. A misalignment between employees' preferred work environments and current institutional policies and traditions hinders the transition…

Teacher burnout, stress, and turnover are increasing globally, underscoring the need to explore ways to reduce burnout and support teacher well-being. This scoping review identifies the contents, characteristics, and results of interventions to increase teacher well-being and reduce burnout. The search was conducted using two databases (Education…

This paper presents evidence of how the role of teaching assistants (TAs) in England has been remade by the COVID pandemic. Drawing on data from a national survey of 9,055 TAs and 22 semi-structured interviews with TAs, teachers and headteachers, the authors show how essential TAs were to schools' responses to managing the disruption caused by the…

R. Goldring and Taie (2018) found that there was a national turnover rate of 18% among principals during the 2015-16 academic year. Previous research has also revealed that as many as 50% of new principals do not stay in their positions beyond their third year (Fuller & Young, 2009; School Leaders Network, 2014). This high turnover highlights…

Turnover in the US early childhood education (ECE) workforce is associated with worse outcomes for children. Greater workplace spirituality, or the perception of meaningful work, sense of community, and alignment with organizational values, is associated with reduced turnover. However, this association has not been examined in ECE professionals.…

The field of student affairs has been characterized by high levels of attrition, burnout, compassion fatigue, and a lack of appreciation and recognition for its dedicated and highly skilled professionals. The COVID-19 pandemic magnified and intensified these tensions, and a high percentage of student affairs practitioners are considering leaving…

This study makes use of a data set detailing instances of public school superintendent turnover in the commonwealth of Kentucky between 2014 and 2023. A quantitative research design was used to analyze descriptive statistics and salary changes based on a set of demographic and descriptive variables in the sample of 205 superintendent turnovers…

This guidance supersedes the Office of Career, Technical, and Adult Education (OCTAE) Program Memorandum (PM) 20-2 published May 10, 2023, and rescinds OCTAE PM 17-7 "WIOA Annual Performance Report Submission," published September 12, 2017, developed jointly by the U.S. Departments of Labor and Education (the Departments). Through this…

Beyond informing human resources (HR) policies and practices, information gleaned from predictive analytics, visualized via dashboards, can increase awareness and prompt employee and management actions based on identified variables often related to intent to leave and employee wellness. While considerable research, relevant measurements, and tools…

The initial career choice that young people make can become subject to change as individuals gain professional and personal experience. We study career choices made after vocational training and investigate the propensity to change occupation or obtain a tertiary degree among licensed practical nurses (LPNs) in Norway. To explain second-order…

This article explored public secondary school teachers' entry career progression expectations and their perceived achievements of the expectations of teachers and school administrators in the classrooms in Bukoba District, Tanzania. The study employed a qualitative approach. Data collected from 62 respondents through interviews were subjected to…

Early childhood educators have one of the most important roles in society, helping the youngest generation flourish, yet educators earn some of the lowest wages. Given their disparate financial value, educators have unsurprisingly reported high stress. Educators' high stress and low wages may affect their health, workplace turnover, and children's…

Purpose: Recent graduates are an important source of talent among hired employees as they bring up-to-date knowledge into the organisation. Yet, organisations have difficulties retaining them and recognizing factors influencing their voluntary turnover, which may differ from those influencing voluntary turnover among tenured employees. For…