Managing your Patients' Data in the Neonatal and Pediatric ICU

The only how-to guide offering a unified, systemic approach to acquiring, cleaning, and managing data in R Every experienced practitioner knows that preparing data for modeling is a painstaking, time-consuming process. Adding to the difficulty is that most modelers learn the steps involved in cleaning and managing data piecemeal, often on the fly, or they develop their own ad hoc methods. This book helps simplify their task by providing a unified, systematic approach to acquiring, modeling, manipulating, cleaning, and maintaining data in R. Starting with the very basics, data scientists Samuel E. Buttrey and Lyn R. Whitaker walk readers through the entire process. From what data looks like and what it should look like, they progress through all the steps involved in getting data ready for modeling. They describe best practices for acquiring data from numerous sources; explore key issues in data handling, including text/regular expressions, big data, parallel processing, merging, matching, and checking for duplicates; and outline highly efficient and reliable techniques for documenting data and recordkeeping, including audit trails, getting data back out of R, and more. The only single-source guide to R data and its preparation, it describes best practices for acquiring, manipulating, cleaning, and maintaining data Begins with the basics and walks readers through all the steps necessary to get data ready for the modeling process Provides expert guidance on how to document the processes described so that they are reproducible Written by seasoned professionals, it provides both introductory and advanced techniques Features case studies with supporting data and R code, hosted on a companion website A Data Scientist's Guide to Acquiring, Cleaning and Managing Data in R is a valuable working resource/bench manual for practitioners who collect and analyze data, lab scientists and research associates of all levels of experience, and graduate-level data mining students.

Now in its sixth edition, the Neonatal Formulary continues to provide advice on the safe use of drugs commonly given to babies during labor, delivery and the first month of life. In addition to the 230 monographs featured in the previous edition, 6 new drugs were added and all references have been updated. An accompanying website offers regular updates and electronic cross-links to a wide range of other useful information for neonatologists and neonatal nurses, hospital pharmacists, obstetric staff or general practitioners. For easy access, the whole text is also available for purchase in a PDA format.

The fifth edition of this bestseller expands and extends Gysbers and Henderson’s acclaimed five-phase model of planning, designing, implementing, evaluating, and enhancing Pre-K–12 guidance and counseling programs. This enduring, influential textbook has been fully updated to reflect current theory and practice, including knowledge gained through various state and local adaptations of the model since publication of the last edition. Exciting additions to this new edition are increased attention to diversity and the range of issues that students present, counselor accountability, and the roles and responsibilities of district- and building-level guidance and counseling leaders in an increasingly complex educational environment. An abundant array of examples, sample forms, job descriptions, evaluation surveys, flyers, letters, and procedures used by various states and school districts clearly illustrate each step of program development. At the end of each chapter, a new feature called “Your Progress Check” functions as a tracking tool for growth at each stage of the change process. *Requests for digital versions from the ACA can be found on wiley.com. *To request print copies, please visit the ACA website.

This book brings together seminal articles by leading scholars of technological and organizational systems, exploring the impact of 'modularity'. Modularity refers to an ability to take apart and put together differenct products and networks, or to 'mix and match' components in order to meet different user specifications. This is of key importance today where new systems such as the World Wide Web and many areas of the computer industry depend on it. The volume pulls together and defines an exciting new area of inquiry: into how our 'modular age' is reshaping the business eco-system. Includes contributions from leading scholars of technology and organization Modularity refers to an ability to take apart and put together different products and systems, or to 'mix and match' components in order to meet different user specifications. Consolidates and defines an area of inquiry that is becoming increasingly important with the development of web-based and 'network' industries. Sensitizes readers to the complexity of issues surrounding new modular products and systems created by e-business Encourages readers to make connections among different levels and disciplines. Initiates a debate around issues of modularity. Includes a commentary co-authored by the late Nobel Laureate Herbert A. Simon to whom the book is dedicated.

This book explores the management of change to improve public service effectiveness. It breaks new ground in addressing why public service change is becoming increasingly complex to manage, how people cope with this new complexity, what implications arise for improving policy and practice, and which avenues for further research and theory-building look particularly promising. The contributors are all leading researchers from the USA, Canada and the UK. Together they provide a synthesis of state-of-the-art thinking on the complex change process in Anglo-American contexts, policy-making for public service reform that generates managerial complexity, and practice in service organizations to improve provision. Special reference is made to education and health: the largest and most complex of the public services. The analysis has wider relevance for other public services and national contexts. Managing Change in the Public Services is essential reading for all concerned with public service improvement – leaders and managers in service organizations, administrators, trainers, advisers and consultants who support the management of change, policy-makers and public servants, and advanced course students and academics. The book also offers general insights for the theory and practice of managing organizational and systemic change.

Future Challenges in Sustainable Development within the Built Environment stimulates and reinterprets the demands of Responsible and Sustainable Development in the Built Environment for future action and development. It examines the methods of evaluation, the use of technology, the creation of new models and the role of human factors for examining and developing the subject over the next twenty years.

New edition of a classic guide to ensuring effective organizational performance Thoroughly revised and updated, the second edition of Managing and Measuring Performance in Public and Nonprofit Organizations is a comprehensive resource for designing and implementing effective performance management and measurement systems in public and nonprofit organizations. The ideas, tools, and processes in this vital resource are designed to help organizations develop measurement systems to support such effective management approaches as strategic management, results-based budgeting, performance management, process improvement, performance contracting, and much more. The book will help readers identify outcomes and other performance criteria to be measured, tie measures to goals and objectives, define and evaluate the worth of desired performance measures, and analyze, process, report, and utilize data effectively. Includes significant updates that offer a more integrated approach to performance management and measurement Offers a detailed framework and instructions for developing and implementing performance management systems Shows how to apply the most effective performance management principles Reveals how to overcome the barriers to effective performance management Managing and Measuring Performance in Public and Nonprofit Organizations identifies common methodological and managerial problems that often confront managers in developing performance measurement systems, and presents a number of targeted strategies for the successful implementation of such systems in public and nonprofit organizations. This must-have resource will help leaders reach their organizational goals and objectives.

A guide for scientists, pediatricians and students involved in metabolic studies in pediatric research Addresses the availability of modern analytical techniques and how to apply these techniques in metabolic studies Covers the whole range of available mass spectrometric techniques used for metabolic studies including Stable Isotope Methodology Presents the relevance of mass spectrometry and stable isotope methodology in pediatric research covering applications in Nutrition, Obesity, Metabolic Disorders, and Kidney Disorders Focuses on the interactions between nutrients and the endogenous metabolism within the body and how these factors affect the health of a growing infant

The main purpose of this book is to provide clear, straightforward information about the key requirements relating to health and safety in dental practices, with a practical and user-friendly approach to help manage these issues on a day-to-day basis. It assists practice managers, dentists, dental nurses and other team members in making health and safety 'second nature' by integrating it into their usual routine – thereby preventing accidents, addressing unacceptable working practices, and maintaining professional standards in order to ensure, so far as is reasonable, the protection of employees and patients. The book offers comprehensive coverage of all major topics, from the handling of hazardous substances to the management of medical emergencies. Each chapter includes: A tab for ease of reference A bulleted list outlining the scope of the chapter A list of figures An introduction to the subject and its relevance to the dental practice A list of key legislation relating to the subject The subject content broken down into sub-headings A summary to help reflection and recollection An action check list to measure against existing working practices frequently asked questions to assist in practical application Each topic is covered with specific reference to dental practice needs, with all the necessary detail but no excessive technicality. Ultimately, this book shows how a healthy and safe workplace is eminently achievable.

With over ten thousand inter-hospital transfers of children and neonates now taking place every year in the UK, this book, and the associated training course run by the Advanced Life Support Group (ALSG) have been developed to provide an introduction to the knowledge required to undertake these transfers. Paediatric and Neonatal Safe Transfer and Retrieval (PaNSTaR) is aimed at healthcare professionals either beginning their training in paediatric or neonatal transport and those who are involved in undertaking such transfers on an occasional basis. Developed by a multi-professional group from across the UK, this new title incorporates a systematic approach throughout. This approach is adapted from the adult STaR course and covers the following: an overview of the current delivery of children’s transport services the ACCEPT approach – Assessment – Control – Communication – Evaluation – Preparation and Packaging – Transportation practical issues that are encountered during the transfer process from both an equipment and a clinical perspective special considerations and circumstances that require additional planning useful appendices that contain supporting information, sample checklists and example documentation. For more details on the ALSG training courses please visit the ALSG website at www.alsg.org