Data Science with R for Psychologists and Healthcare Professionals PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Data Science with R for Psychologists and Healthcare Professionals PDF full book. Access full book title Data Science with R for Psychologists and Healthcare Professionals by Christian Ryan. Download full books in PDF and EPUB format.
Author: Christian Ryan
Publisher: CRC Press
ISBN: 1000530566
Category : Business & Economics
Languages : en
Pages : 313
Get Book Here
Book Description
This introduction to R for students of psychology and health sciences aims to fast-track the reader through some of the most difficult aspects of learning to do data analysis and statistics. It demonstrates the benefits for reproducibility and reliability of using a programming language over commercial software packages such as SPSS. The early chapters build at a gentle pace, to give the reader confidence in moving from a point-and-click software environment, to the more robust and reliable world of statistical coding. This is a thoroughly modern and up-to-date approach using RStudio and the tidyverse. A range of R packages relevant to psychological research are discussed in detail. A great deal of research in the health sciences concerns questionnaire data, which may require recoding, aggregation and transformation before quantitative techniques and statistical analysis can be applied. R offers many useful and transparent functions to process data and check psychometric properties. These are illustrated in detail, along with a wide range of tools R affords for data visualisation. Many introductory statistics books for the health sciences rely on toy examples - in contrast, this book benefits from utilising open datasets from published psychological studies, to both motivate and demonstrate the transition from data manipulation and analysis to published report. R Markdown is becoming the preferred method for communicating in the open science community. This book also covers the detail of how to integrate the use of R Markdown documents into the research workflow and how to use these in preparing manuscripts for publication, adhering to the latest APA style guidelines.
Author: Christian Ryan
Publisher: CRC Press
ISBN: 1000530566
Category : Business & Economics
Languages : en
Pages : 313
Get Book Here
Book Description
This introduction to R for students of psychology and health sciences aims to fast-track the reader through some of the most difficult aspects of learning to do data analysis and statistics. It demonstrates the benefits for reproducibility and reliability of using a programming language over commercial software packages such as SPSS. The early chapters build at a gentle pace, to give the reader confidence in moving from a point-and-click software environment, to the more robust and reliable world of statistical coding. This is a thoroughly modern and up-to-date approach using RStudio and the tidyverse. A range of R packages relevant to psychological research are discussed in detail. A great deal of research in the health sciences concerns questionnaire data, which may require recoding, aggregation and transformation before quantitative techniques and statistical analysis can be applied. R offers many useful and transparent functions to process data and check psychometric properties. These are illustrated in detail, along with a wide range of tools R affords for data visualisation. Many introductory statistics books for the health sciences rely on toy examples - in contrast, this book benefits from utilising open datasets from published psychological studies, to both motivate and demonstrate the transition from data manipulation and analysis to published report. R Markdown is becoming the preferred method for communicating in the open science community. This book also covers the detail of how to integrate the use of R Markdown documents into the research workflow and how to use these in preparing manuscripts for publication, adhering to the latest APA style guidelines.
Author: Susan Ayers
Publisher: SAGE
ISBN: 1529760526
Category : Psychology
Languages : en
Pages : 578
Get Book Here
Book Description
As our understanding of what constitutes ‘good health’ grows, so does our need to understand the psychological aspects of medicine and health, as well as the psychological interventions available in healthcare. This new edition of this bestselling textbook provides a comprehensive overview of the research, theory, application and current practices in the field, covering topics from epigenetics to social determinants of health and transdiagnostic approaches to mental health and everything in between. An essential read for all medicine and healthcare students, this text is now accompanied by a suite of online resources for all your learning needs.
Author: Adam Bohr
Publisher: Academic Press
ISBN: 0128184396
Category : Computers
Languages : en
Pages : 385
Get Book Here
Book Description
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data
Author: W. Brad Johnson
Publisher: OUP Us
ISBN: 0199874018
Category : Medical
Languages : en
Pages : 610
Get Book Here
Book Description
This title provides a comprehensive treatment of the processes and current state-of-the art practices bearing on educating and training professional psychologists. The handbook covers the full spectrum of historic developments, salient issues, current standards, and emerging trends in psychology education and training.
Author: Daisy Best
Publisher: Routledge
ISBN: 100057413X
Category : Psychology
Languages : en
Pages : 176
Get Book Here
Book Description
Roles and Contexts in Counselling Psychology looks at the different contexts that counselling psychologists typically work within, offering a snapshot of the ‘day job’. The book provides insights into roles that reflect the human lifespan from birth to death, focusing upon specific mental health experiences and considering roles external to healthcare settings such as expert witness and independent practice. Each chapter is written by a counselling psychologist and offers an overview of their particular specialism and their experiences within it, bringing a unique transparency and personal insight. The book describes the skills that are required for the different roles and their challenges and rewards. It also discusses how the philosophy of counselling psychology is maintained and explores the associated ethical and legal considerations. Further, it takes note of the issues relating to leadership and diversity. The book is an essential resource for undergraduate psychology and counselling students and trainee clinical or counselling psychologists, as well as qualified practitioners.
Author: Celia B. Fisher
Publisher: SAGE Publications
ISBN: 1544362722
Category : Business & Economics
Languages : en
Pages : 617
Get Book Here
Book Description
"Revised to reflect the current status of scientific and professional theory, practices, and debate across all facets of ethical decision making, this latest edition of Celia B. Fisher's acclaimed book demystifies the American Psychological Association's (APA) Ethical Principles of Psychologists and Code of Conduct. The Fifth Edition explains and puts into practical perspective the format, choice of wording, aspirational principles, and enforceability of the code. Providing in-depth discussions of the foundation and application of each ethical standard to the broad spectrum of scientific, teaching, and professional roles of psychologists, this unique guide helps practitioners effectively use ethical principles and standards to morally conduct their work activities, avoid ethical violations, and, most importantly, preserve and protect the fundamental rights and welfare of those whom they serve. This edition retains and expands upon the critical content of the previous editions to help readers apply the Ethics Code to contemporary social issues in the conduct of responsible psychological science and practice"--
Author: Jennifer R. Gray
Publisher: Elsevier Health Sciences
ISBN: 0323779255
Category : Medical
Languages : en
Pages : 883
Get Book Here
Book Description
NEW! Extensively updated content reflects the most current quantitative and qualitative approaches to nursing research, as well as the most current research tools and techniques used in the digital era. NEW! Updated research examples throughout incorporate the best examples of current literature, with increased emphasis on international examples to reflect the increasingly global nature of nursing research. NEW! Increased use of visuals includes the addition of more illustrations, tables, and boxes to help break up long passages of text for today’s more visually oriented learners of all levels. NEW! Revised chapters offer improved clarity and usability in the areas of research problems and purpose, quantitative research design, quantitative methodology, and qualitative methodology. NEW! Increased emphasis on hospital magnet status reflects the effect this status has on improving nursing competency and quality outcomes. UPDATED! Coverage of certain qualitative research content has been de-emphasized to reflect the decreased use of certain methodologies (e.g., historical research) and to allow the introduction of additional methodologies that are growing in use.
Author: Mark E. Maruish
Publisher: Routledge
ISBN: 1351757342
Category : Psychology
Languages : en
Pages : 635
Get Book Here
Book Description
Handbook of Pediatric Psychological Screening and Assessment in Primary Care provides an overview of the principles of screening, monitoring, and measuring of the treatment outcomes of behavioral health disorders in pediatric primary care. The Handbook serves as a guide to the selection of psychometric measures that can be used to screen for and/or assess behavioral health problems of children and adolescents. The Handbook is an invaluable reference to behavioral health clinicans in maximizing potential benefits in efficient assessment and effective treatment of children and adolescents in pediatric primary care settings as well as other health care settings.
Author: Yetunde Ade-Serrano
Publisher: Taylor & Francis
ISBN: 1040222730
Category : Psychology
Languages : en
Pages : 280
Get Book Here
Book Description
This important book brings together race, mental health and applied psychology, unpacking these areas from differing perspectives and offering new insights in support of training and development of practice. The ability to work with issues of race and intersectionality within psychology is vital. Contributors with experience in counselling psychology and applied psychology from across varied social contexts and professional settings reframe and challenge familiar concepts such as movements to decolonise the curriculum, psychology and therapy. The chapters offer clinical vignettes, lived experiences and reflective questions to provoke the reader’s thinking and engage with curiosity and sensitivity around cultural bias, discrimination, language, and the evolution of terminologies. This book captures the relationship between the ethos of counselling psychology and race, offering a much-needed guide for how to encompass race and racialised experiences in the training and practice of psychology. Rooted in the United Kingdom context but applicable more widely, contributions cover training, supervision, ethical practice, racial trauma, bias and diagnosis, and politics, as well as perspectives and approaches in practice at the intersection of race and gender, age, neurodiversity, sexuality, and spirituality. This is a key resource for the continued development of in-training and experienced psychologists and psychotherapists, as well as other practitioners within the mental health and allied professions. It will also be of use to students in clinical training programmes and courses such as applied psychology, counselling, and psychotherapy.
Author: Louis G. Rubino
Publisher: Jones & Bartlett Learning
ISBN: 1284148645
Category : Law
Languages : en
Pages : 402
Get Book Here
Book Description
New Leadership for Today’s Health Care Professionals: Cases and Concepts, Second Edition explores various components of the health care system and how leaders should respond in these arenas. The Second Edition is a thorough revision that offers a comprehensive view of the leadership competencies necessary to be successful in today’s healthcare industry. Each chapter is written by a leader in the healthcare industry under the guidance of the editors who have many years’ experience in academia.
