Healthcare Analytics for Quality and Performance Improvement

Real-life examples of how to apply intelligence in the healthcare industry through innovative analytics Healthcare analytics offers intelligence for making better healthcare decisions. Identifying patterns and correlations contained in complex health data, analytics has applications in hospital management, patient records, diagnosis, operating and treatment costs, and more. Helping healthcare managers operate more efficiently and effectively. Transforming Healthcare Analytics: The Quest for Healthy Intelligence shares real-world use cases of a healthcare company that leverages people, process, and advanced analytics technology to deliver exemplary results. This book illustrates how healthcare professionals can transform the healthcare industry through analytics. Practical examples of modern techniques and technology show how unified analytics with data management can deliver insight-driven decisions. The authors—a data management and analytics specialist and a healthcare finance executive—share their unique perspectives on modernizing data and analytics platforms to alleviate the complexity of the healthcare, distributing capabilities and analytics to key stakeholders, equipping healthcare organizations with intelligence to prepare for the future, and more. This book: Explores innovative technologies to overcome data complexity in healthcare Highlights how analytics can help with healthcare market analysis to gain competitive advantage Provides strategies for building a strong foundation for healthcare intelligence Examines managing data and analytics from end-to-end, from diagnosis, to treatment, to provider payment Discusses the future of technology and focus areas in the healthcare industry Transforming Healthcare Analytics: The Quest for Healthy Intelligence is an important source of information for CFO’s, CIO, CTO, healthcare managers, data scientists, statisticians, and financial analysts at healthcare institutions.

Patient Safety and Healthcare Improvement at a Glance is a timely and thorough overview of healthcare quality written specifically for students and junior doctors and healthcare professionals. It bridges the gap between the practical and the theoretical to ensure the safety and wellbeing of patients. Featuring essential step-by-step guides to interpreting and managing risk, quality improvement within clinical specialties, and practice development, this highly visual textbook offers the best preparation for the increased emphasis on patient safety and quality-driven focus in today’s healthcare environment. Healthcare Improvement and Safety at a Glance: • Maps out and follows the World Health Organization Patient Safety curriculum • Draws upon the quality improvement work of the Institute for Healthcare Improvement This practical guide, covering a vital topic of increasing importance in healthcare, provides the first genuine introduction to patient safety and quality improvement grounded in clinical practice.

Efforts to improve the quality of healthcare have failed to achieve a meaningful and sustainable improvement. Patients continue to experience fragmented, inconvenient, and unsafe care while providers are increasingly becoming overburdened with administrative tasks. The need for change is clear. Healthcare professionals need to take on new leadership roles in quality improvement (QI) projects to effect real change.  The Quality Improvement Challenge in Healthcare  equips readers with the skills and knowledge required to develop and implement successful operational improvement initiatives.  Designed for healthcare providers seeking to apply QI in practice, this valuable resource delivers step-by-step guidance on improvement methodology, team dynamics, and organizational change management in the context of real-world healthcare environments. The text integrates the principles and practices of Lean Six Sigma, human-centered design, and neurosciences to present a field-tested framework. Detailed yet accessible chapters cover topics including identifying and prioritizing the problem, developing improvement ideas, defining the scope of the project, organizing the QI team, implementing and sustaining the improvement, and much more. Clearly explaining each step of the improvement process, this practical guide:  Presents the material in a logical sequence, gradually introducing each step of the process with clearly defined workflow templates Features a wealth of examples demonstrating QI application, and case studies emphasizing key concepts to highlight successful and unsuccessful improvement initiatives Includes end-of-chapter exercises and review questions for assessing and reinforcing comprehension Offers practical tips and advice on communicating effectively, leading a team meeting, conducting a tollgate review, and motivating people to change Leading QI projects requires a specific set of skills not taught in medical school.  The Quality Improvement Challenge in Healthcare  bridges this gap   for   experienced and trainee healthcare providers, and serves as an important reference for residency program directors, physician educators, healthcare leaders, and health-related professional organizations.

Deliver increased value by embedding quality into internal audit activities Internal Audit Quality: Developing a Quality Assurance and Improvement Program is a comprehensive and authoritative guide to better practice internal auditing. Written by a global expert in audit quality, this guide is the first to provide complete coverage of the elements that comprise an effective internal audit quality assurance and improvement program. Readers will find practical solutions for monitoring and measuring internal audit performance drawn from The IIA's International Standards for the Professional Practice of Internal Auditing, and complemented by advice and case studies from leading audit practitioners from five different continents. Major corporate and financial collapses over the past decade have challenged the value of internal audit. With an increased focus on internal audit's role in good governance, management is increasingly demanding that internal audit provides assurance of the quality of its own activities. The IIA standards provide a framework for audit quality in the form of mandatory guidance . Recent research indicates that the majority of internal audit functions do not fully comply with the standards and, as a result, are not servicing the needs of their organizations as well as they might. Internal Audit Quality offers a roadmap to internal audit quality, providing readers the guidance they need to: Embed quality into all elements of internal audit from strategic and operational planning down to day-to-day tasks Create well-defined internal audit programs and procedures Independently self-assess internal audit quality and performance Conform with the IIA standards and better practice Provide assurance over internal audit efficiency and effectiveness Deliver value by meeting stakeholder expectations As a key component of good governance, internal audit is on the rise. The days of retrospective, compliance-focused auditing is a thing of the past. Organizations expect more of internal audit, and many internal audit activities are accepting the challenge. Rather than relying on audit supervision and external assessments, modern auditors are embedding quality into audit activities to create effective programs. For the auditor looking to distinguish themselves as leading edge, Internal Audit Quality provides the guidance that enables the right work, at the right time, in the right way.

Healthcare is changing, and data is the catalyst Data is taking over in a powerful way, and it's revolutionizing the healthcare industry. You have more data available than ever before, and applying the right analytics can spur growth. Benefits extend to patients, providers, and board members, and the technology can make centralized patient management a reality. Despite the potential for growth, many in the industry and government are questioning the value of data in health care, wondering if it's worth the investment. Data-Driven Healthcare: How Analytics and BI are Transforming the Industry tackles the issue and proves why BI is not only worth it, but necessary for industry advancement. Healthcare BI guru Laura Madsen challenges the notion that data have little value in healthcare, and shows how BI can ease regulatory reporting pressures and streamline the entire system as it evolves. Madsen illustrates how a data-driven organization is created, and how it can transform the industry. Learn why BI is a boon to providers Create powerful infographics to communicate data more effectively Find out how Big Data has transformed other industries, and how it applies to healthcare Data-Driven Healthcare: How Analytics and BI are Transforming the Industry provides tables, checklists, and forms that allow you to take immediate action in implementing BI in your organization. You can't afford to be behind the curve. The industry is moving on, with or without you. Data-Driven Healthcare: How Analytics and BI are Transforming the Industry is your guide to utilizing data to advance your operation in an industry where data-fueled growth will be the new norm.

Proven guidance for expertly using analytics in fraud examinations, financial analysis, auditing and fraud prevention Fraud Analytics thoroughly reveals the elements of analysis that are used in today's fraud examinations, fraud investigations, and financial crime investigations. This valuable resource reviews the types of analysis that should be considered prior to beginning an investigation and explains how to optimally use data mining techniques to detect fraud. Packed with examples and sample cases illustrating pertinent concepts in practice, this book also explores the two major data analytics providers: ACL and IDEA. Looks at elements of analysis used in today's fraud examinations Reveals how to use data mining (fraud analytic) techniques to detect fraud Examines ACL and IDEA as indispensable tools for fraud detection Includes an abundance of sample cases and examples Written by Delena D Spann, Board of Regent (Emeritus) for the Association of Certified Fraud Examiners (ACFE), who currently serves as Advisory Board Member of the Association of Certified Fraud Examiners, Board Member of the Education Task Force of the Association of Certified Anti-Money Laundering Specialists ASIS International (Economic Crime Council) and Advisory Board Member of the Robert Morris University (School of Business), Fraud Analytics equips you with authoritative fraud analysis techniques you can put to use right away.

[b]DEMYSTIFYING RESEARCH FOR MEDICAL & HEALTHCARE STUDENTS All healthcare students need to understand research methods to be able to understand research articles and to actively engage in research where necessary. Most clinical programs include research training within their courses, and many students are required to undertake an assessed research project—both at undergraduate and postgraduate levels. Breaking down the jargon barriers of research methods, and designed for those new to the world of research, Demystifying Research is a straightforward and highly accessible guide to fundamental research methods, approaches, and skills. This student-friendly resource describes quantitative and qualitative research approaches, mixed research methods, research ethics and governance, research skills and more. Step-by-step, students learn to appraise research in scholarly articles, design a project, and conduct research in the lab, in clinical practice, and other real-life situations. Technical jargon and classic research are explained in plain English, while relevant theory is illustrated through relatable examples of research in practice. Designed to make learning about research easy, this valuable guide: Explains basic research methods in a direct and engaging style Breaks research methods down into manageable, easy-to-digest pieces Defines what research is, and provides an overview of its methods and methodologies Covers all key areas of research, including observational and experimental approaches, and clinical trials Includes real-life examples of successful student research projects Features a companion website containing lecture slides available to download in PowerPoint Demystifying Research is a must-have for undergraduate and postgraduate medical, nursing, other healthcare and social sciences students, as well as professionals looking to refresh their knowledge.

Project governance, investment governance, and risk governance precepts are woven together in Self-Service Data Analytics and Governance for Managers , equipping managers to structure the inevitable chaos that can result as end-users take matters into their own hands Motivated by the promise of control and efficiency benefits, the widespread adoption of data analytics tools has created a new fast-moving environment of digital transformation in the finance, accounting, and operations world, where entire functions spend their days processing in spreadsheets. With the decentralization of application development as users perform their own analysis on data sets and automate spreadsheet processing without the involvement of IT, governance must be revisited to maintain process control in the new environment. In this book, emergent technologies that have given rise to data analytics and which form the evolving backdrop for digital transformation are introduced and explained, and prominent data analytics tools and capabilities will be demonstrated based on real world scenarios. The authors will provide a much-needed process discovery methodology describing how to survey the processing landscape to identify opportunities to deploy these capabilities. Perhaps most importantly, the authors will digest the mature existing data governance, IT governance, and model governance frameworks, but demonstrate that they do not comprehensively cover the full suite of data analytics builds, leaving a considerable governance gap. This book is meant to fill the gap and provide the reader with a fit-for-purpose and actionable governance framework to protect the value created by analytics deployment at scale. Project governance, investment governance, and risk governance precepts will be woven together to equip managers to structure the inevitable chaos that can result as end-users take matters into their own hands.

Physical Assessment for Health Care Professionals offers a practical and comprehensive guide to best clinical practice when taking patient history and physical examination. This accessible text is structured in accordance with the competencies for advanced practice in assessment, diagnosis and treatment as published by the RCN. Following a systematic, systems-based approach to patient assessment, it includes a summary of the key clinical skills needed to develop and improve clinical examination in order to confidently assess, diagnose, plan and provide outstanding care. In this revised edition, colour photographs and case studies have been included to assist health care practitioners in their assessment of the patient. This important guide: Includes a highly visual colour presentation with photographs and illustrations. Features a wide range of key learning points to help guide practice. Offers illustrative examples, applications to practice and case studies. Is available in a range of digital formats – perfect for ‘on the go’ study and reference. Written for health care students, newly qualified and advanced nurse practitioners, and those in the allied health professions, Physical Assessment for Health Care Professionals is the essential guide for developing the skills needed to accurately access patient history and physical examination.

Clinical Skills for Healthcare Assistants and Assistant Practitioners is an accessible, easy-to-read guide, outlining the fundamental and core skills integral to clinical practice. Fully updated in its second edition, this book is divided into three sections; the first looks at fundamental skills applicable to all staff, such as accountability, communication and record keeping. Section two explores core clinical skills such as respiratory care, pulse, blood glucose management and catheter care. Section three outlines complex clinical skills that require more in-depth training, such as medication and intravenous cannulation. An invaluable resource for healthcare assistants and assistant practitioners, this book will also be of use to newly qualified practitioners, and students in health and social care.