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Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting.
In this modern and distinctive textbook, Helliwell and Sahakian present classical mechanics as a thriving and contemporary field with strong connections to cutting-edge research topics in physics. Each part of the book concludes with a capstone chapter describing various key topics in quantum mechanics, general relativity, and other areas of modern physics, clearly demonstrating how they relate to advanced classical mechanics, and enabling students to appreciate the central importance of classical mechanics within contemporary fields of research. Numerous and detailed examples are interleaved with theoretical content, illustrating abstract concepts more concretely. Extensive problem sets at the end of each chapter further reinforce students' understanding of key concepts, and provide opportunities for assessment or self-testing. A detailed online solutions manual and lecture slides accompany the text for instructors. Often a flexible approach is required when teaching advanced classical mechanics, and, to facilitate this, the authors have outlined several paths instructors and students can follow through the book, depending on background knowledge and the length of their course.
Fully revised to match the more traditional sequence of course materials, this full-color second edition presents the basic principles and methods of thermodynamics using a clear and engaging style and a wealth of end-of-chapter problems. It includes five new chapters on topics such as mixtures, psychometry, chemical equilibrium, and combustion, and discussion of the Second Law of Thermodynamics has been expanded and divided into two chapters, allowing instructors to introduce the topic using either the cycle analysis in Chapter 6 or the definition of entropy in Chapter 7. Online ancillaries including new LMS testbanks, a password-protected solutions manual, prepared PowerPoint lecture slides, instructional videos, and figures in electronic format are available at www.cambridge.org/thermo
This market-leading textbook has been fully updated in response to extensive user feedback. It includes a new chapter on joints and veins, additional examples from around the world, stunning new field photos, and extended online resources with new animations and exercises. The book's practical emphasis, hugely popular in the first edition, features applications in the upper crust, including petroleum and groundwater geology, highlighting the importance of structural geology in exploration and exploitation of petroleum and water resources. Carefully designed full-colour illustrations work closely with the text to support student learning, and are supplemented with high-quality photos from around the world. Examples and parallels drawn from practical everyday situations engage students, and end-of chapter review questions help them to check their understanding. Updated e-learning modules are available online (www.cambridge.org/fossen2e) and further reinforce key topics using summaries, innovative animations to bring concepts to life, and additional examples and figures.
This enduringly popular undergraduate textbook has been thoroughly reworked and updated, and now comprises twelve chapters covering the same breadth of topics as earlier editions, but in a substantially modernized fashion to facilitate classroom teaching. Covering both theoretical and applied aspects of geophysics, clear explanations of the physical principles are blended with step-by-step derivations of the key equations and over 400 explanatory figures to explain the internal structure and properties of the planet, including its petroleum and mineral resources. New topics include the latest data acquisition technologies, such as satellite geophysics, planetary landers, ocean bottom seismometers, and fibre optic methods, as well as recent research developments in ambient noise interferometry, seismic hazard analysis, rheology, and numerical modelling - all illustrated with examples from the scientific literature. Student-friendly features include separate text boxes with auxiliary explanations and advanced topics of interest; reading lists of foundational, alternative, or more detailed resources; end-of-chapter review questions and an increased number of quantitative exercises. Completely new to this edition is the addition of computational exercises in Python, designed to help students acquire important programming skills and develop a more profound understanding of geophysics.
This introductory chapter explains the social model of health and social determinants of health. It also introduces the concept of health promotion, a fundamental component of primary health care, that is then further developed throughout the text, and explores how nurses and other health care professionals may work in or with the community.
The world is facing an unprecedented number of displaced people as a result of war, conflict and natural disasters (The United Nations High Commissioner for Refugees [UNHCR], 2019). The UNHCR's UN Refugee Agency estimates that 70.8 million people around the world were forcibly displaced at the end of 2018 as a result of persecution, conflict, violence or human rights violations. During the course of the year, 13.6 million people were newly displaced including 37,000 people every day. Fifty per cent of the world’s refugees and displaced are children. Overwhelmingly, it is developing countries that are most affected. Permanent resettlement occurs in less than one per cent of cases (UNHCR, 2019). This chapter provides readers with a general overview of the impact of war and displacement on health, and an insight into the current Australian humanitarian programs for refugees arriving, including the offshore medical assessment and onshore settlement programs.
Mental illness continues to be a leading cause of illness in Australia and New Zealand. The effects of reduced mental health have significant and far-reaching consequences for individuals, families and the community. Prevention and early intervention are crucial to improve health outcomes throughout the lifespan. Much of the support and care for individuals and families experiencing mental health illness occurs within the community, and nurses are major providers of that care. This chapter focuses on the role of community mental health nurses in providing recovery-orientated care for individuals living with mental illness and their families.
A youth health nurse provides health care specifically to young people aged 12–25 years in community settings. Most often, this role requires a combination of both primary care and primary health care, although greater emphasis on one rather than the other may be apparent in some settings. Regardless of the focus of care provided, what is most important is that the service is youth-friendly, flexible and confidential where possible (Nair et al., 2015). Youth health nurses and school nurses are recognised internationally as playing an important part in contributing to the prevention of health risks among children and youth (World Health Organization, 2015). This chapter commences with consideration of the school nurse. Similarities of working in a school environment and the differences experienced between issues faced when working with primary- and secondary-aged pupils are noted. Similar client issues are addressed by secondary school nurses and youth health nurses, and the difference in setting between these two roles is explored.
This chapter explores the relationship between primary health care, health literacy and health education with empowering individuals, groups and communities to improve and maintain optimum health. Within the primary health care philosophy, principles of accessibility, affordability, sustainability, social justice and equity, self-determination, community participation and intersectoral collaboration drive health care service delivery and health care reform. Health care reform aims to meet the health care needs of people and communities through developing a sustainable health care system to reduce health disparity and improve health outcomes for all Australians and New Zealanders. A key component of this is developing the health literacy of consumers, health care providers and health care systems.
Community and primary health care nursing is experiencing a rapid metamorphosis as our population ages and the prevalence of chronic and complex conditions increase. To meet these changing needs, our health workforce has evolved with a range of specialised disciplines now working in diverse health settings. Throughout these changes, nursing continues to be the largest global health workforce providing the most direct client care. Historically, nurses were the original transdisciplinary health care workers, providing basic physiotherapy, occupational therapy, nutritional advice and all other care as required. As more detailed knowledge developed in an area of practice, specialised areas of care evolved and a variety of allied health professions emerged. Nursing itself became more specialised due to developments in clinical practice, technological advances and clients requiring more complex care. This chapter examines how professional identity and culture influence interprofessional practice, describes the behaviour and skills that facilitate effective communication, and identifies the barriers and facilitators to multidisciplinary health professionals working well together.
This chapter examines the significant impact of sex and gender to health and health outcomes for both men and women. Sex relates to biological attributes whether born female or male, while gender is sociocultural identity that is learned over time (Canadian Institute of Health Research, 2016; World Health Organization [WHO], ). The differences in morbidity and mortality between women and men have been well recognised (WHO, 2016). Biological characteristics expose both women and men to different health risks and heath conditions. Gender also exposes women and men to different health risks and gender inequity impacts on their potential to achieve health and well-being. This chapter also focuses on both biological and sociocultural factors that impact on women's and men’s health and how health professionals, in particular community nurses, can mitigate health disparities and inequities.
The provision of health care to people within correctional environments provides an essential service for a vulnerable and at-risk group in the community (Trimmer et al., 2019). Often, these people’s lives have been impaired by chronic health problems, illiteracy, poverty, unemployment, homelessness, poor relationships and high-risk behaviours such as unsafe sex, drug use and alcoholism (Australian Institute of Health and Welfare, 2014; 2015; Davidson, 2015; Gooding et al., 2015; Hickey et al., 2014; Lafferty et al., 2018). The correctional population is extremely varied and complex and is composed of male and female adults and adolescents who are both the victims and perpetrators of crime (Herber, 2014). For many, incarceration provides an opportunity for mental and physical health issues to be assessed and appropriate health care initiated (Besney et al., 2018; Bouchaud, Brooks & Swan, 2018; Bouchaud & Swan, 2017; Lafferty et al., 2018). This chapter provides an overview of the correctional health system, highlighting the complex needs of this population and the important role of nurses within correctional environments. It also identifies some of the challenges of nursing in a correctional setting and the skills needed by nurses to work effectively in this environment.
This chapter explores the relationship between primary health care, health literacy and health education with empowering individuals, groups and communities to improve and maintain optimum health. Within the primary health care philosophy, principles of accessibility, affordability, sustainability, social justice and equity, self-determination, community participation and intersectoral collaboration drive health care service delivery and health care reform. Health care reform aims to meet the health care needs of people and communities through developing a sustainable health care system to reduce health disparity and improve health outcomes for all Australians and New Zealanders. A key component of this is developing the health literacy of consumers, health care providers and health care systems.
Home-based care has had a long tradition in Australia and New Zealand with care being provided in people’s homes for over 100 years. Over time, there have been significant changes to the overall goals and how services are delivered. Home-based care now takes many forms including the acute care program, Hospital in the Home and a range of chronic disease programs. Other home-based care programs provide personal care to older people living in their own homes. Not only is home-based care diverse but the setting in which it is delivered can be equally varied. Regardless of the care required and the environment in which it is delivered, home-based care is based on a person-centred philosophy that has the potential to deliver individualised and responsive care. The role is not without its challenges. Nurses who undertake home visits go into uncontrolled and sometimes confronting environments that may be less than optimal for the delivery of health care. This chapter covers the history of home-based nursing, the changing contexts of home-based care, home visiting and multidisciplinary practice.
Case management is one model of care that aims to address complex health needs through a structured approach to health care delivery, promoting self-management and the integration of health services (Gage et al., 2013; Hudon et al., 2015; Swan & Conway-Phillips, 2019). The case management model is typically comprised of assessment, planning, implementation, evaluation, termination and post-transition (Taube et al., 2018). These steps are undertaken as a collaborative partnership process between health professionals, clients and, where appropriate, carers/families/significant others. Partnership in health care refers to the concept of shared responsibility for the treatment outcome, placing the individual at the centre of the care delivery rather than simply being a passive recipient of care. This chapter describes why case management is used, identifies its phases and discusses its benefits and outcomes.