A Practical Guide To Analytics For Governments

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A Practical Guide to Analytics for Governments

Author : Marie Lowman
Publisher : John Wiley & Sons
ISBN 13 : 1119362822
Total Pages : 224 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis A Practical Guide to Analytics for Governments by : Marie Lowman

Download or read book A Practical Guide to Analytics for Governments written by Marie Lowman and published by John Wiley & Sons. This book was released on 2017-06-06 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytics can make government work better—this book shows you how A Practical Guide to Analytics for Governments provides demonstrations of real-world analytics applications for legislators, policy-makers, and support staff at the federal, state, and local levels. Big data and analytics are transforming industries across the board, and government can reap many of those same benefits by applying analytics to processes and programs already in place. From healthcare delivery and child well-being, to crime and program fraud, analytics can—in fact, already does—transform the way government works. This book shows you how analytics can be implemented in your own milieu: What is the downstream impact of new legislation? How can we make programs more efficient? Is it possible to predict policy outcomes without analytics? How do I get started building analytics into my government organization? The answers are all here, with accessible explanations and useful advice from an expert in the field. Analytics allows you to mine your data to create a holistic picture of your constituents; this model helps you tailor programs, fine-tune legislation, and serve the populace more effectively. This book walks you through analytics as applied to government, and shows you how to reap Big data's benefits at whatever level necessary. Learn how analytics is already transforming government service delivery Delve into the digital healthcare revolution Use analytics to improve education, juvenile justice, and other child-focused areas Apply analytics to transportation, criminal justice, fraud, and much more Legislators and policy makers have plenty of great ideas—but how do they put those ideas into play? Analytics can play a crucial role in getting the job done well. A Practical Guide to Analytics for Governments provides advice, perspective, and real-world guidance for public servants everywhere.

Public Policy Analytics

Author : Ken Steif
Publisher : CRC Press
ISBN 13 : 100040157X
Total Pages : 229 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Public Policy Analytics by : Ken Steif

Download or read book Public Policy Analytics written by Ken Steif and published by CRC Press. This book was released on 2021-08-18 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public Policy Analytics: Code & Context for Data Science in Government teaches readers how to address complex public policy problems with data and analytics using reproducible methods in R. Each of the eight chapters provides a detailed case study, showing readers: how to develop exploratory indicators; understand ‘spatial process’ and develop spatial analytics; how to develop ‘useful’ predictive analytics; how to convey these outputs to non-technical decision-makers through the medium of data visualization; and why, ultimately, data science and ‘Planning’ are one and the same. A graduate-level introduction to data science, this book will appeal to researchers and data scientists at the intersection of data analytics and public policy, as well as readers who wish to understand how algorithms will affect the future of government.

Policy Analytics, Modelling, and Informatics

Author : J Ramon Gil-Garcia
Publisher : Springer
ISBN 13 : 3319617621
Total Pages : 433 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Policy Analytics, Modelling, and Informatics by : J Ramon Gil-Garcia

Download or read book Policy Analytics, Modelling, and Informatics written by J Ramon Gil-Garcia and published by Springer. This book was released on 2017-10-03 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive approach to the study of policy analytics, modelling and informatics. It includes theories and concepts for understanding tools and techniques used by governments seeking to improve decision making through the use of technology, data, modelling, and other analytics, and provides relevant case studies and practical recommendations. Governments around the world face policy issues that require strategies and solutions using new technologies, new access to data and new analytical tools and techniques such as computer simulation, geographic information systems, and social network analysis for the successful implementation of public policy and government programs. Chapters include cases, concepts, methodologies, theories, experiences, and practical recommendations on data analytics and modelling for public policy and practice, and addresses a diversity of data tools, applied to different policy stages in several contexts, and levels and branches of government. This book will be of interest of researchers, students, and practitioners in e-government, public policy, public administration, policy analytics and policy informatics.

Professional Communications in the Public Sector

Author : Ted Glenn
Publisher : Canadian Scholars’ Press
ISBN 13 : 155130631X
Total Pages : 312 pages
Book Rating : 4.5/5 (513 download)

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Book Synopsis Professional Communications in the Public Sector by : Ted Glenn

Download or read book Professional Communications in the Public Sector written by Ted Glenn and published by Canadian Scholars’ Press. This book was released on 2014 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this enterprising new text, Ted Glenn equips fledgling public sector communications professionals with the information they need to be successful in their new roles. Leveraging his years of experience in this growing field, Glenn discusses how to present policy goals to different audiences and tailor messages to their needs, write gripping speeches, and use digital media in a world where one ill-phrased tweet can sink a career. Chapters are enriched with activities that walk students through the many responsibilities of public service professionals and encourage them to think strategically in quickly evolving situations. Professional Communications in the Public Sector is indispensable reading for students of public administration, communications, policy studies, media studies, and advertising.

Leading in Analytics

Author : Joseph A. Cazier
Publisher : John Wiley & Sons
ISBN 13 : 1119800412
Total Pages : 327 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Leading in Analytics by : Joseph A. Cazier

Download or read book Leading in Analytics written by Joseph A. Cazier and published by John Wiley & Sons. This book was released on 2023-11-07 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: A step-by-step guide for business leaders who need to manage successful big data projects Leading in Analytics: The Critical Tasks for Executives to Master in the Age of Big Data takes you through the entire process of guiding an analytics initiative from inception to execution. You’ll learn which aspects of the project to pay attention to, the right questions to ask, and how to keep the project team focused on its mission to produce relevant and valuable project. As an executive, you can’t control every aspect of the process. But if you focus on high-impact factors that you can control, you can ensure an effective outcome. This book describes those factors and offers practical insight on how to get them right. Drawn from best-practice research in the field of analytics, the Manageable Tasks described in this book are specific to the goal of implementing big data tools at an enterprise level. A dream team of analytics and business experts have contributed their knowledge to show you how to choose the right business problem to address, put together the right team, gather the right data, select the right tools, and execute your strategic plan to produce an actionable result. Become an analytics-savvy executive with this valuable book. Ensure the success of analytics initiatives, maximize ROI, and draw value from big data Learn to define success and failure in analytics and big data projects Set your organization up for analytics success by identifying problems that have big data solutions Bring together the people, the tools, and the strategies that are right for the job By learning to pay attention to critical tasks in every analytics project, non-technical executives and strategic planners can guide their organizations to measurable results.

Transforming Healthcare Analytics

Author : Michael N. Lewis
Publisher : John Wiley & Sons
ISBN 13 : 1119613582
Total Pages : 224 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Transforming Healthcare Analytics by : Michael N. Lewis

Download or read book Transforming Healthcare Analytics written by Michael N. Lewis and published by John Wiley & Sons. This book was released on 2020-03-24 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Big Data Analytics

Author : Kim H. Pries
Publisher : Auerbach Publications
ISBN 13 : 9781032340197
Total Pages : 0 pages
Book Rating : 4.3/5 (41 download)

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Book Synopsis Big Data Analytics by : Kim H. Pries

Download or read book Big Data Analytics written by Kim H. Pries and published by Auerbach Publications. This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides managers and decision-makers with the tools to make more informed decisions about big data purchasing initiatives. It not only supplies descriptions of common tools, but also surveys the various products and vendors that supply the big data market. Comparing and contrasting the different types of analysis commonly conducted wi

Business Forecasting

Author : Michael Gilliland
Publisher : John Wiley & Sons
ISBN 13 : 1119782589
Total Pages : 432 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Business Forecasting by : Michael Gilliland

Download or read book Business Forecasting written by Michael Gilliland and published by John Wiley & Sons. This book was released on 2021-04-28 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the role of machine learning and artificial intelligence in business forecasting from some of the brightest minds in the field In Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning accomplished authors Michael Gilliland, Len Tashman, and Udo Sglavo deliver relevant and timely insights from some of the most important and influential authors in the field of forecasting. You'll learn about the role played by machine learning and AI in the forecasting process and discover brand-new research, case studies, and thoughtful discussions covering an array of practical topics. The book offers multiple perspectives on issues like monitoring forecast performance, forecasting process, communication and accountability for forecasts, and the use of big data in forecasting. You will find: Discussions on deep learning in forecasting, including current trends and challenges Explorations of neural network-based forecasting strategies A treatment of the future of artificial intelligence in business forecasting Analyses of forecasting methods, including modeling, selection, and monitoring In addition to the Foreword by renowned researchers Spyros Makridakis and Fotios Petropoulos, the book also includes 16 "opinion/editorial" Afterwords by a diverse range of top academics, consultants, vendors, and industry practitioners, each providing their own unique vision of the issues, current state, and future direction of business forecasting. Perfect for financial controllers, chief financial officers, business analysts, forecast analysts, and demand planners, Business Forecasting will also earn a place in the libraries of other executives and managers who seek a one-stop resource to help them critically assess and improve their own organization's forecasting efforts.

Anti-Money Laundering Transaction Monitoring Systems Implementation

Author : Derek Chau
Publisher : John Wiley & Sons
ISBN 13 : 1119381967
Total Pages : 304 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Anti-Money Laundering Transaction Monitoring Systems Implementation by : Derek Chau

Download or read book Anti-Money Laundering Transaction Monitoring Systems Implementation written by Derek Chau and published by John Wiley & Sons. This book was released on 2020-12-08 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective transaction monitoring begins with proper implementation Anti-Money Laundering Transaction Monitoring Systems Implementation provides comprehensive guidance for bank compliance and IT personnel tasked with implementing AML transaction monitoring. Written by an authority on data integration and anti-money laundering technology, this book offers both high-level discussion of transaction monitoring concepts and direct clarification of practical implementation techniques. All transaction monitoring scenarios are composed of a few common elements, and a deep understanding of these elements is the critical factor in achieving your goal; without delving into actual code, this guide provides actionable information suitable for any AML platform or solution to help you implement effective strategies and ensure regulatory compliance for your organization. Transaction monitoring is increasingly critical to banking and business operations, and the effectiveness of any given solution is directly correlated to its implementation. This book provides clear guidance on all facets of AML transaction monitoring, from conception to implementation, to help you: Detect anomalies in the data Handle known abnormal behavior Comply with regulatory requirements Monitor transactions using various techniques Regulators all over the world are requiring banks and other companies to institute automated systems that combat money laundering. With many variables at play on both the transaction side and the solution side of the equation, a solid understanding of AML technology and its implementation is the most critical factor in successful detection. Anti-Money Laundering Transaction Monitoring Systems Implementation is an invaluable resource for those tasked with putting these systems in place, providing clear discussion and practical implementation guidance.

The Analytics Lifecycle Toolkit

Author : Gregory S. Nelson
Publisher : John Wiley & Sons
ISBN 13 : 1119425093
Total Pages : 464 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis The Analytics Lifecycle Toolkit by : Gregory S. Nelson

Download or read book The Analytics Lifecycle Toolkit written by Gregory S. Nelson and published by John Wiley & Sons. This book was released on 2018-03-07 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: An evidence-based organizational framework for exceptional analytics team results The Analytics Lifecycle Toolkit provides managers with a practical manual for integrating data management and analytic technologies into their organization. Author Gregory Nelson has encountered hundreds of unique perspectives on analytics optimization from across industries; over the years, successful strategies have proven to share certain practices, skillsets, expertise, and structural traits. In this book, he details the concepts, people and processes that contribute to exemplary results, and shares an organizational framework for analytics team functions and roles. By merging analytic culture with data and technology strategies, this framework creates understanding for analytics leaders and a toolbox for practitioners. Focused on team effectiveness and the design thinking surrounding product creation, the framework is illustrated by real-world case studies to show how effective analytics team leadership works on the ground. Tools and templates include best practices for process improvement, workforce enablement, and leadership support, while guidance includes both conceptual discussion of the analytics life cycle and detailed process descriptions. Readers will be equipped to: Master fundamental concepts and practices of the analytics life cycle Understand the knowledge domains and best practices for each stage Delve into the details of analytical team processes and process optimization Utilize a robust toolkit designed to support analytic team effectiveness The analytics life cycle includes a diverse set of considerations involving the people, processes, culture, data, and technology, and managers needing stellar analytics performance must understand their unique role in the process of winnowing the big picture down to meaningful action. The Analytics Lifecycle Toolkit provides expert perspective and much-needed insight to managers, while providing practitioners with a new set of tools for optimizing results.

Government for the Future

Author : Mark A. Abramson
Publisher : Rowman & Littlefield
ISBN 13 : 1538121719
Total Pages : 264 pages
Book Rating : 4.5/5 (381 download)

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Book Synopsis Government for the Future by : Mark A. Abramson

Download or read book Government for the Future written by Mark A. Abramson and published by Rowman & Littlefield. This book was released on 2018-09-03 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recognition of its 20th anniversary, The IBM Center for the Business of Government offers a retrospective of the most significant changes in government management during that period and looks forward over the next 20 years to offer alternative scenarios as to what government management might look like by the year 2040. Part I will discuss significant management improvements in the federal government over the past 20 years, based in part on a crowdsourced survey of knowledgeable government officials and public administration experts in the field. It will draw on themes and topics examined in the 350 IBM Center reports published over the past two decades. Part II will outline alternative scenarios of how government might change over the coming 20 years. The scenarios will be developed based on a series of envisioning sessions which are bringing together practitioners and academics to examine the future. The scenarios will be supplemented with short essays on various topics. Part II will also include essays by winners of the Center’s Challenge Grant competition. Challenge Grant winners will be awarded grants to identify futuristic visions of government in 2040. Contributions by Mark A. Abramson, David A. Bray, Daniel J. Chenok, Lee Feldman, Lora Frecks, Hollie Russon Gilman, Lori Gordon, John M. Kamensky, Michael J. Keegan, W. Henry Lambright, Tad McGalliard, Shelley H. Metzenbaum, Marc Ott, Sukumar Rao, and Darrell M. West.

The Government Analytics Handbook

Author : Daniel Rogger
Publisher : World Bank Publications
ISBN 13 : 1464819815
Total Pages : 1197 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis The Government Analytics Handbook by : Daniel Rogger

Download or read book The Government Analytics Handbook written by Daniel Rogger and published by World Bank Publications. This book was released on 2023-10-20 with total page 1197 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Government Analytics Handbook presents frontier evidence and practitioner insights on how to leverage data to strengthen public administration. Covering a range of microdata sources—such as administrative data and public servant surveys—as well as tools and resources for undertaking the analytics, it transforms the ability of governments to take a data-informed approach to diagnose and improve how public organizations work. Readers can order the book as a single volume in print or digital formats, or visit worldbank.org/governmentanalytics for modular access and additional hands-on tools. The Handbook is a must-have for practitioners, policy makers, academics, and government agencies. “Governments have long been assessed using aggregate governance indicators, giving us little insight into their diversity and how they can practically be improved. This pioneering handbook shows how microdata can be used to give scholars and practitioners granular and real insights into how states work, and practical guidance on the process of state-building.†? —Francis Fukuyama, Stanford University, author of State-Building: Governance and World Order in the 21st Century “The Government Analytics Handbook is the most comprehensive work on practically building government administration I have ever seen, helping practitioners to change public administration for the better.†? —Francisco Gaetani, Special Secretary for State Transformation, Government of Brazil “The machinery of the state is central to a country’s prosperity. This handbook provides insights and methodological tools for creating a better shared understanding of the realities of a state, to support the redesign of institutions, and improve the quality of public administration.†? —James Robinson, University of Chicago, coauthor of Why Nations Fail

Big Data and Analytics Applications in Government

Author : Gregory Richards
Publisher : CRC Press
ISBN 13 : 1351649620
Total Pages : 195 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Big Data and Analytics Applications in Government by : Gregory Richards

Download or read book Big Data and Analytics Applications in Government written by Gregory Richards and published by CRC Press. This book was released on 2017-09-18 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within this context, big data analytics (BDA) can be an important tool given that many analytic techniques within the big data world have been created specifically to deal with complexity and rapidly changing conditions. The important task for public sector organizations is to liberate analytics from narrow scientific silos and expand it across internally to reap maximum benefit across their portfolios of programs. This book highlights contextual factors important to better situating the use of BDA within government organizations and demonstrates the wide range of applications of different BDA techniques. It emphasizes the importance of leadership and organizational practices that can improve performance. It explains that BDA initiatives should not be bolted on but should be integrated into the organization’s performance management processes. Equally important, the book includes chapters that demonstrate the diversity of factors that need to be managed to launch and sustain BDA initiatives in public sector organizations.

Business Analytics Using R - A Practical Approach

Author : Umesh R Hodeghatta
Publisher : Apress
ISBN 13 : 1484225147
Total Pages : 291 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Business Analytics Using R - A Practical Approach by : Umesh R Hodeghatta

Download or read book Business Analytics Using R - A Practical Approach written by Umesh R Hodeghatta and published by Apress. This book was released on 2016-12-27 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization. This book explains practical business analytics through examples, covers the steps involved in using it correctly, and shows you the context in which a particular technique does not make sense. Further, Practical Business Analytics using R helps you understand specific issues faced by organizations and how the solutions to these issues can be facilitated by business analytics. This book will discuss and explore the following through examples and case studies: An introduction to R: data management and R functions The architecture, framework, and life cycle of a business analytics project Descriptive analytics using R: descriptive statistics and data cleaning Data mining: classification, association rules, and clustering Predictive analytics: simple regression, multiple regression, and logistic regression This book includes case studies on important business analytic techniques, such as classification, association, clustering, and regression. The R language is the statistical tool used to demonstrate the concepts throughout the book. What You Will Learn • Write R programs to handle data • Build analytical models and draw useful inferences from them • Discover the basic concepts of data mining and machine learning • Carry out predictive modeling • Define a business issue as an analytical problem Who This Book Is For Beginners who want to understand and learn the fundamentals of analytics using R. Students, managers, executives, strategy and planning professionals, software professionals, and BI/DW professionals.

Practical Business Analytics Using SAS

Author : Shailendra Kadre
Publisher : Apress
ISBN 13 : 1484200438
Total Pages : 565 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Practical Business Analytics Using SAS by : Shailendra Kadre

Download or read book Practical Business Analytics Using SAS written by Shailendra Kadre and published by Apress. This book was released on 2015-02-07 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Business Analytics Using SAS: A Hands-on Guide shows SAS users and businesspeople how to analyze data effectively in real-life business scenarios. The book begins with an introduction to analytics, analytical tools, and SAS programming. The authors—both SAS, statistics, analytics, and big data experts—first show how SAS is used in business, and then how to get started programming in SAS by importing data and learning how to manipulate it. Besides illustrating SAS basic functions, you will see how each function can be used to get the information you need to improve business performance. Each chapter offers hands-on exercises drawn from real business situations. The book then provides an overview of statistics, as well as instruction on exploring data, preparing it for analysis, and testing hypotheses. You will learn how to use SAS to perform analytics and model using both basic and advanced techniques like multiple regression, logistic regression, and time series analysis, among other topics. The book concludes with a chapter on analyzing big data. Illustrations from banking and other industries make the principles and methods come to life. Readers will find just enough theory to understand the practical examples and case studies, which cover all industries. Written for a corporate IT and programming audience that wants to upgrade skills or enter the analytics field, this book includes: More than 200 examples and exercises, including code and datasets for practice. Relevant examples for all industries. Case studies that show how to use SAS analytics to identify opportunities, solve complicated problems, and chart a course. Practical Business Analytics Using SAS: A Hands-on Guide gives you the tools you need to gain insight into the data at your fingertips, predict business conditions for better planning, and make excellent decisions. Whether you are in retail, finance, healthcare, manufacturing, government, or any other industry, this book will help your organization increase revenue, drive down costs, improve marketing, and satisfy customers better than ever before.

Social Media for Government

Author : Gohar F. Khan
Publisher : Springer
ISBN 13 : 9811029423
Total Pages : 159 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Social Media for Government by : Gohar F. Khan

Download or read book Social Media for Government written by Gohar F. Khan and published by Springer. This book was released on 2017-02-15 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides practical know-how on understanding, implementing, and managing main stream social media tools (e.g., blogs and micro-blogs, social network sites, and content communities) from a public sector perspective. Through social media, government organizations can inform citizens, promote their services, seek public views and feedback, and monitor satisfaction with the services they offer so as to improve their quality. Given the exponential growth of social media in contemporary society, it has become an essential tool for communication, content sharing, and collaboration. This growth and these tools also present an unparalleled opportunity to implement a transparent, open, and collaborative government. However, many government organization, particularly those in the developing world, are still somewhat reluctant to leverage social media, as it requires significant policy and governance changes, as well as specific know-how, skills and resources to plan, implement and manage social media tools. As a result, governments around the world ignore or mishandle the opportunities and threats presented by social media. To help policy makers and governments implement a social media driven government, this book provides guidance in developing an effective social media policy and strategy. It also addresses issues such as those related to security and privacy.

Analytics, Policy, and Governance

Author : Jennifer Bachner
Publisher : Yale University Press
ISBN 13 : 0300208391
Total Pages : 272 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis Analytics, Policy, and Governance by : Jennifer Bachner

Download or read book Analytics, Policy, and Governance written by Jennifer Bachner and published by Yale University Press. This book was released on 2017-01-01 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cover -- Half-title -- Title -- Copyright -- Contents -- Introduction -- PART I: ENGAGING THE DATA -- 1 Measuring Political and Policy Preferences Using Item Response Scaling -- 2 Causal Inference with Observational Data -- 3 Causal Inference with Experimental Data -- PART II: EMERGING DATA SOURCES AND TECHNIQUES -- 4 Descriptive Network Analysis: Interest Group Lobbying Dynamics Around Immigration Policy -- 5 Learning from Place in the Era of Geolocation -- 6 Text Analysis: Estimating Policy Preferences from Written and Spoken Words -- 7 Machine Learning and Governance -- PART III: IMPLICATIONS FOR GOVERNANCE -- 8 Governing a Data-Driven Society -- 9 Big Data and Privacy -- 10 Reflections on Analytics: Knowledge and Power -- List of Contributors -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- Q -- R -- S -- T -- U -- V -- W -- Y