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"This project sought to examine and improve the reliability of the scoring systems for three instruments which have been used in previous Army leadership research. Review of existing literature and interviews with project staff participating in prior research provided initial information concerning the strengths and weaknesses of the scoring systems for the three instruments. This information was used to recommend modifications to the original scoring systems. Six individuals were trained to use the modified scoring systems. The modified scoring systems were evaluated by rescoring responses randomly selected from the sample which had been scored according to the scoring systems originally developed for the leadership research program. Reliability estimates for the three modified scoring systems were consistently strong and showed improvements over those obtained through the original scoring systems. Interrater agreement indices were significant for nearly all ratings. Validity estimates provided evidence that each modified instrument was moderately to highly correlated with conceptually similar scores generated through the original scoring scheme. The report recommends use of the revised rating systems in future research to improve the quality of measurement from the three predictors."--DTIC.
Every year, the U.S. Army must select from an applicant pool in the hundreds of thousands to meet annual enlistment targets, currently numbering in the tens of thousands of new soldiers. A critical component of the selection process for enlisted service members is the formal assessments administered to applicants to determine their performance potential. Attrition for the U.S. military is hugely expensive. Every recruit that does not make it through basic training or beyond a first enlistment costs hundreds of thousands of dollars. Academic and other professional settings suffer similar losses when the wrong individuals are accepted into the wrong schools and programs or jobs and companies. Picking the right people from the start is becoming increasingly important in today's economy and in response to the growing numbers of applicants. Beyond cognitive tests of ability, what other attributes should selectors be considering to know whether an individual has the talent and the capability to perform as well as the mental and psychological drive to succeed? Measuring Human Capabilities: An Agenda for Basic Research on the Assessment of Individual and Group Performance Potential for Military Accession examines promising emerging theoretical, technological, and statistical advances that could provide scientifically valid new approaches and measurement capabilities to assess human capability. This report considers the basic research necessary to maximize the efficiency, accuracy, and effective use of human capability measures in the military's selection and initial occupational assignment process. The research recommendations of Measuring Human Capabilities will identify ways to supplement the Army's enlisted soldier accession system with additional predictors of individual and collective performance. Although the primary audience for this report is the U.S. military, this book will be of interest to researchers of psychometrics, personnel selection and testing, team dynamics, cognitive ability, and measurement methods and technologies. Professionals interested in of the foundational science behind academic testing, job selection, and human resources management will also find this report of interest.
The Baseline Officer Longitudinal Data Set (BOLDS) was developed jointly by the U.S. Army Research Institute for the Behavioral and Social Sciences (ARI) and the U.S. Military Academy (USMA) to enable researchers to study the development of leader performance over time. Currently, BOLDS consists of data accumulated on USMA cadets from the Class of 1998. The measures in the database represent ten broad dimensions relevant to leader development: cognitive aptitude, complex problem-solving skills, tacit knowledge of military leadership, temperament, motivation, leadership style, leadership performance, physical fitness, cognitive-emotional identity development, and developmental experiences. This report identifies all of the measures included in BOLDS and describes their psychometric properties. Such documentation is essential to facilitate utilization of the database and to inform future data collections, which are scheduled to track this officer cohort throughout their military careers and to expand BOLDS to officers from other commissioning sources.
A successful administrator is one who applies suitable or appropriate leadership styles in various situations or contexts. It is crucial to investigate how effective administrators lead their organizations in challenging and difficult times, as well as promote the accomplishments of their organization. Predictive Models for School Leadership and Practices is an essential reference source that discusses academic administration as well as administrative effectiveness in achieving organizational goals. Featuring research on topics such as teacher collaboration, school crisis management, and ITC integration, this book is ideally designed for principals, researchers, academics, educational policymakers, and teachers seeking coverage on academic leadership and leadership models.
Medication safety is the most challenging goal for pharmacy practice and patient safety professionals in all health care facilities. This book serves as an essential reference guide for planning and implementing a medication safety program. Written by nationally-recognized experts, Medication Safety: A Guide for Health Care Facilities provides a comprehensive analysis of principles and practices associated with the prevention and identification of medication errors, as well as interdisciplinary, facility-wide recommendations for achieving medication safety in all settings. This book is divided into four sections so users can easily find the information they need: the Importance of Medication Safety, the Medication Safety Team, Building a Safe Medication Use System, and Measuring Medication Safety.
Using Predictive Analytics to Improve Healthcare Outcomes Winner of the American Journal of Nursing (AJN) Informatics Book of the Year Award 2021! Discover a comprehensive overview, from established leaders in the field, of how to use predictive analytics and other analytic methods for healthcare quality improvement. Using Predictive Analytics to Improve Healthcare Outcomes delivers a 16-step process to use predictive analytics to improve operations in the complex industry of healthcare. The book includes numerous case studies that make use of predictive analytics and other mathematical methodologies to save money and improve patient outcomes. The book is organized as a “how-to” manual, showing how to use existing theory and tools to achieve desired positive outcomes. You will learn how your organization can use predictive analytics to identify the most impactful operational interventions before changing operations. This includes: A thorough introduction to data, caring theory, Relationship-Based Care®, the Caring Behaviors Assurance System©, and healthcare operations, including how to build a measurement model and improve organizational outcomes. An exploration of analytics in action, including comprehensive case studies on patient falls, palliative care, infection reduction, reducing rates of readmission for heart failure, and more—all resulting in action plans allowing clinicians to make changes that have been proven in advance to result in positive outcomes. Discussions of how to refine quality improvement initiatives, including the use of “comfort” as a construct to illustrate the importance of solid theory and good measurement in adequate pain management. An examination of international organizations using analytics to improve operations within cultural context. Using Predictive Analytics to Improve Healthcare Outcomes is perfect for executives, researchers, and quality improvement staff at healthcare organizations, as well as educators teaching mathematics, data science, or quality improvement. Employ this valuable resource that walks you through the steps of managing and optimizing outcomes in your clinical care operations.