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…

Researchers in many disciplines work with ranking data. This data type is unique in that it is often deterministic in nature (the ranks of items "k"-1 determine the rank of item "k"), and the difference in a pair of rank scores separated by "k" units is equivalent regardless of the actual values of the two ranks in…

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…

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…

The goal of safely and sustainably reopening K-12 school buildings for in-person learning is widely recognized as critical to minimizing the impact of academic, social, emotional, and mental strains brought forth by the COVID-19 pandemic. In order for in-person learning to succeed on an ongoing basis, schools must be able to offer safe…

This article presents an original application of Q methodology in investigating the challenging arena of emotion in the Higher Education (HE) workplace. Q's strength lies in capturing holistic, subjective accounts of complex and contested phenomena but is unusual in employing a statistical procedure within an interpretivist framework. Here Q is…

The practical goal of graduate education is placement of graduates. But what does "placement" mean? Academics use the word without thinking much about it. "Placement" is a great keyword for the graduate-school enterprise. For one thing, its meaning certainly gives a purpose to graduate education. Furthermore, the word is a portal into the way of…

In academia, there are two different worlds, one inhabited by tenure-track and the other by non-tenure-track faculty. In the first, people encourage faculty to become involved in a series of important reforms that increase student success, completion, and learning. In this first world, people envision faculty simultaneously increasing their…

Improving teaching effectiveness is a hot topic for policymakers around the country these days. The gathering movement marks an important step forward in the ongoing effort to strengthen our nation's schools. In many cases, however, these efforts start and stop with improving outdated, inadequate teacher evaluation systems. Such approaches fail to…

Founded in 1889, Slippery Rock University (SRU) is a state university with 8,500 students and 400 faculty. Facilities and planning (F&P) employs 178 staff, of which 50 are custodians. F&P is responsible for the maintenance of 560 acres and 60 major buildings that comprise approximately 2.3 million gross square feet. Currently work is…

Explains human interactive analysis as an architecture for using computer interactive technologies in the analysis of complex work environments. A project at the Naval Training Systems Center that used video-audio data to develop a multimedia database is described; the analysis and management of data are discussed; and decision processes are…

Early childhood education and care (ECEC) can bring a wide range of benefits--for children, parents and society at large. However, these benefits are conditional on "quality". Expanding access to services without attention to quality will not deliver good outcomes for children or long-term productivity benefits for society. This new publication…

The flattening world, growing expectations of accountability, and retiring baby boomers are just a few of the issues in the rapidly changing work environment that make it essential for colleges and universities to understand a wider variety of business affairs data in order to be competitive and effective. To meet these challenges, institutional…

Homeworking is expanding in Australia, but increasing numbers are marginalized by low rates of union membership, high rates of casual employment, and low access to benefits. A substantial segment of home workers are affected by insecurity and poor pay and working conditions. (JOW)

This article reports on how superintendents are riding the wave of personal technology. Once reluctant users, superintendents now find their hand-held devices an indispensable tool for leveraging their school system leadership. However, as the availability and allure of personal technology devices proliferate, superintendents find themselves…