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The twenty-first century has seen a further dramatic increase in the use of quantitative knowledge for governing social life after its explosion in the 1980s. Indicators and rankings play an increasing role in the way governmental and non-governmental organizations distribute attention, make decisions, and allocate scarce resources. Quantitative knowledge promises to be more objective and straightforward as well as more transparent and open for public debate than qualitative knowledge, thus producing more democratic decision-making. However, we know little about the social processes through which this knowledge is constituted nor its effects. Understanding how such numeric knowledge is produced and used is increasingly important as proliferating technologies of quantification alter modes of knowing in subtle and often unrecognized ways. This book explores the implications of the global multiplication of indicators as a specific technology of numeric knowledge production used in governance.
A guide for constructing and using composite indicators for policy makers, academics, the media and other interested parties. In particular, this handbook is concerned with indicators which compare and rank country performance.
Analyze key indicators more accurately to make smarter market moves The Economic Indicator Handbook helps investors more easily evaluate economic trends, to better inform investment decision making and other key strategic financial planning. Written by a Bloomberg Senior Economist, this book presents a visual distillation of the indicators every investor should follow, with clear explanation of how they're measured, what they mean, and how that should inform investment thinking. The focus on graphics, professional application, Bloomberg terminal functionality, and practicality makes this guide a quick, actionable read that could immediately start improving investment outcomes. Coverage includes gross domestic product, employment data, industrial production, new residential construction, consumer confidence, retail and food service sales, and commodities, plus guidance on the secret indicators few economists know or care about. Past performance can predict future results – if you know how to read the indicators. Modern investing requires a careful understanding of the macroeconomic forces that lift and topple markets on a regular basis, and how they shift to move entire economies. This book is a visual guide to recognizing these forces and tracking their behavior, helping investors identify entry and exit points that maximize profit and minimize loss. Quickly evaluate economic trends Make more informed investment decisions Understand the most essential indicators Translate predictions into profitable actions Savvy market participants know how critical certain indicators are to the formulation of a profitable, effective market strategy. A daily indicator check can inform day-to-day investing, and long-term tracking can result in a stronger, more robust portfolio. For the investor who knows that better information leads to better outcomes, The Economic Indicator Handbook is an exceptionally useful resource.
How can states and schools use data to support their efforts to improve educational equity? Building Educational Equity Indicator Systems: A Guidebook for States and School Districts, provides information to help state and school district leaders develop ways of tracking educational equity within their preK â€" 12 systems. The guidebook expands on the indicators of educational equity identified in the 2019 National Academies report, Monitoring Educational Equity, showing education leaders how they can measure educational equity within their states and school districts. Some of the indicators focus on student outcomes, such as kindergarten readiness or educational attainment, while others focus on student access to opportunities and resources, such as effective instruction and rigorous curriculum. Together, the indicators provide a robust picture of the outcomes and opportunities that are central to educational equity from preK through grade 12. For each indicator of educational equity identified in the report, the guidebook describes what leaders should measure and what data to use, provides examples of data collection instruments, and offers considerations and challenges to keep in mind. The guidebook is meant to help education leaders catalogue data they already collect and identify new data sources to help them fill gaps.
In the push to bring data to bear on all of the important education issues of the day, one essential fact is often overlooked: Not all indicators are created equal. This bookprovides a comprehensive approach for understanding how statistical measures of achievement are developed, evaluated, and interpreted. Given the extent to which accountability measures determine outcomes for schools and students, this practical introduction is essential reading for a wide audience that includes school administrators, teachers, policymakers, and the media. The authors strive to increase “statistical literacy” by engaging readers in the process of becoming thoughtful and critical users of data. With the practitioner in mind, this hands-on primer: Outlines a viable approach to interpreting the vast array of available data about education in the United States.Uses clear, jargon-free language with real examples from local, national, and international indicator systems.Offers a website (www.educationindicator.com) with additional resources, examples, and a forum for up-to-the-minute policy discussions.Mike Planty is a statistician at the U.S. Department of Justice, Washington, DC. Deven Carlson is a Ph.D. candidate in political science and a graduate research fellow at the Wisconsin Center for Education Research at the University of Wisconsin–Madison. “Mike Planty and Deven Carlson have taken pity on nonexpert readers of the glut of information about schools and, in this incisive and clearly written book, show how to figure it all out.” —Jay Mathews, Washington Post education columnist “In a data-driven world where competing experts will cite conflicting stats and figures to make their case, Planty and Carlson have penned a volume that will prove invaluable to parents, practitioners, and policymakers trying to separate fact from fiction. If you want to know what’s really going on in education today, read this book.” —Frederick M. Hess, Director of Education Policy Studies at the American Enterprise Institute “Education researchers, policy analysts, and journalists interested in understanding what really is going on behind the ‘simple’ data that drive the education policy debate need this book.” —Jack Buckley, New York University and former Deputy Commissioner of the National Center for Education Statistics
Accompanying CD-ROM includes a web-based interface and "a 45-minute video that provides an executive summary of the forecasting methodology"--P. 1.
In this book, the author builds on decades of complex research to examine the gender pay gap and the unequal distribution of labor between couples in the home. The author argues that although public and private discourse has brought these concerns to light, the actions taken - such as a single company slapped on the wrist or a few progressive leaders going on paternity leave - are the economic equivalent of tossing a band-aid to someone with cancer. These solutions, the author writes, treat the symptoms and not the disease of gender inequality in the workplace and economy. Here, the author points to data that reveals how the pay gap widens further down the line in women's careers, about 10 to 15 years out, as opposed to those beginning careers after college. She examines five distinct groups of women over the course of the twentieth century: cohorts of women who differ in terms of career, job, marriage, and children, in approximated years of graduation - 1900s, 1920s, 1950s, 1970s, and 1990s - based on various demographic, labor force, and occupational outcomes. The book argues that our entire economy is trapped in an old way of doing business; work structures have not adapted as more women enter the workforce. Gender equality in pay and equity in home and childcare labor are flip sides of the same issue, and the author frames both in the context of a serious empirical exploration that has not yet been put in a long-run historical context. This book offers a deep look into census data, rich information about individual college graduates over their lifetimes, and various records and sources of material to offer a new model to restructure the home and school systems that contribute to the gender pay gap and the quest for both family and career. --