Leveraging Data Science for Global Health

Leveraging Data Science for Global Health
Author: Leo Anthony Celi
Publisher: Springer Nature
Total Pages: 471
Release: 2020-07-31
Genre: Medical
ISBN: 3030479943

This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.

Disease Control Priorities, Third Edition (Volume 2)

Disease Control Priorities, Third Edition (Volume 2)
Author: Robert Black
Publisher: World Bank Publications
Total Pages: 419
Release: 2016-04-11
Genre: Medical
ISBN: 1464803684

The evaluation of reproductive, maternal, newborn, and child health (RMNCH) by the Disease Control Priorities, Third Edition (DCP3) focuses on maternal conditions, childhood illness, and malnutrition. Specifically, the chapters address acute illness and undernutrition in children, principally under age 5. It also covers maternal mortality, morbidity, stillbirth, and influences to pregnancy and pre-pregnancy. Volume 3 focuses on developments since the publication of DCP2 and will also include the transition to older childhood, in particular, the overlap and commonality with the child development volume. The DCP3 evaluation of these conditions produced three key findings: 1. There is significant difficulty in measuring the burden of key conditions such as unintended pregnancy, unsafe abortion, nonsexually transmitted infections, infertility, and violence against women. 2. Investments in the continuum of care can have significant returns for improved and equitable access, health, poverty, and health systems. 3. There is a large difference in how RMNCH conditions affect different income groups; investments in RMNCH can lessen the disparity in terms of both health and financial risk.

Birth Settings in America

Birth Settings in America
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 369
Release: 2020-05-01
Genre: Social Science
ISBN: 0309669820

The delivery of high quality and equitable care for both mothers and newborns is complex and requires efforts across many sectors. The United States spends more on childbirth than any other country in the world, yet outcomes are worse than other high-resource countries, and even worse for Black and Native American women. There are a variety of factors that influence childbirth, including social determinants such as income, educational levels, access to care, financing, transportation, structural racism and geographic variability in birth settings. It is important to reevaluate the United States' approach to maternal and newborn care through the lens of these factors across multiple disciplines. Birth Settings in America: Outcomes, Quality, Access, and Choice reviews and evaluates maternal and newborn care in the United States, the epidemiology of social and clinical risks in pregnancy and childbirth, birth settings research, and access to and choice of birth settings.

Communities in Action

Communities in Action
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 583
Release: 2017-04-27
Genre: Medical
ISBN: 0309452961

In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.

Infertility Around the Globe

Infertility Around the Globe
Author: Marcia C. Inhorn
Publisher: Univ of California Press
Total Pages: 357
Release: 2002-05-30
Genre: Health & Fitness
ISBN: 0520231376

These essays examine the global impact of infertility as a major reproductive health issue, one that has profoundly affected the lives of countless women and men. The contributors address a range of topics including how the deeply gendered nature of infertility sets the blame on women's shoulders.

Feminist Judgments: Reproductive Justice Rewritten

Feminist Judgments: Reproductive Justice Rewritten
Author: Kimberly Mutcherson
Publisher: Cambridge University Press
Total Pages: 407
Release: 2020-04-16
Genre: Health & Fitness
ISBN: 1108425437

Reproductive justice theory made real through re-imagining critical cases addressing pregnancy, parenting, and the law's treatment of marginalized women.

Cribsheet

Cribsheet
Author: Emily Oster
Publisher: Penguin
Total Pages: 353
Release: 2020-04-21
Genre: Family & Relationships
ISBN: 0525559272

From the author of Expecting Better, The Family Firm, and The Unexpected an economist's guide to the early years of parenting. “Both refreshing and useful. With so many parenting theories driving us all a bit batty, this is the type of book that we need to help calm things down.” —LA Times “The book is jampacked with information, but it’s also a delightful read because Oster is such a good writer.” —NPR With Expecting Better, award-winning economist Emily Oster spotted a need in the pregnancy market for advice that gave women the information they needed to make the best decision for their own pregnancies. By digging into the data, Oster found that much of the conventional pregnancy wisdom was wrong. In Cribsheet, she now tackles an even greater challenge: decision-making in the early years of parenting. As any new parent knows, there is an abundance of often-conflicting advice hurled at you from doctors, family, friends, and strangers on the internet. From the earliest days, parents get the message that they must make certain choices around feeding, sleep, and schedule or all will be lost. There's a rule—or three—for everything. But the benefits of these choices can be overstated, and the trade-offs can be profound. How do you make your own best decision? Armed with the data, Oster finds that the conventional wisdom doesn't always hold up. She debunks myths around breastfeeding (not a panacea), sleep training (not so bad!), potty training (wait until they're ready or possibly bribe with M&Ms), language acquisition (early talkers aren't necessarily geniuses), and many other topics. She also shows parents how to think through freighted questions like if and how to go back to work, how to think about toddler discipline, and how to have a relationship and parent at the same time. Economics is the science of decision-making, and Cribsheet is a thinking parent's guide to the chaos and frequent misinformation of the early years. Emily Oster is a trained expert—and mom of two—who can empower us to make better, less fraught decisions—and stay sane in the years before preschool.

Statistical Learning with Sparsity

Statistical Learning with Sparsity
Author: Trevor Hastie
Publisher: CRC Press
Total Pages: 354
Release: 2015-05-07
Genre: Business & Economics
ISBN: 1498712177

Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model. Statistical Learning with Sparsity: The Lasso and Generalizations presents methods that exploit sparsity to help recover the underl

ASA 2022 Data-Driven Decision Making

ASA 2022 Data-Driven Decision Making
Author: Enrico di Bella
Publisher: Firenze University Press
Total Pages: 324
Release: 2023-07-04
Genre: Mathematics
ISBN:

This volume collects the contributions presented at the conference “Data-driven Decision Making” organized by the Italian Association for Applied Statistics, held in Genoa from 12 to 14 September 2022. The papers cover a broad range of topics, with a common thread: the use of statistical methods to support decision-making both in public administrations and in private companies.