Non Response Bias

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Nonresponse in Social Science Surveys

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309272475
Total Pages : 167 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Nonresponse in Social Science Surveys by : National Research Council

Download or read book Nonresponse in Social Science Surveys written by National Research Council and published by National Academies Press. This book was released on 2013-10-26 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many household surveys in the United States, responses rates have been steadily declining for at least the past two decades. A similar decline in survey response can be observed in all wealthy countries. Efforts to raise response rates have used such strategies as monetary incentives or repeated attempts to contact sample members and obtain completed interviews, but these strategies increase the costs of surveys. This review addresses the core issues regarding survey nonresponse. It considers why response rates are declining and what that means for the accuracy of survey results. These trends are of particular concern for the social science community, which is heavily invested in obtaining information from household surveys. The evidence to date makes it apparent that current trends in nonresponse, if not arrested, threaten to undermine the potential of household surveys to elicit information that assists in understanding social and economic issues. The trends also threaten to weaken the validity of inferences drawn from estimates based on those surveys. High nonresponse rates create the potential or risk for bias in estimates and affect survey design, data collection, estimation, and analysis. The survey community is painfully aware of these trends and has responded aggressively to these threats. The interview modes employed by surveys in the public and private sectors have proliferated as new technologies and methods have emerged and matured. To the traditional trio of mail, telephone, and face-to-face surveys have been added interactive voice response (IVR), audio computer-assisted self-interviewing (ACASI), web surveys, and a number of hybrid methods. Similarly, a growing research agenda has emerged in the past decade or so focused on seeking solutions to various aspects of the problem of survey nonresponse; the potential solutions that have been considered range from better training and deployment of interviewers to more use of incentives, better use of the information collected in the data collection, and increased use of auxiliary information from other sources in survey design and data collection. Nonresponse in Social Science Surveys: A Research Agenda also documents the increased use of information collected in the survey process in nonresponse adjustment.

Adaptive Survey Design

Author : Barry Schouten
Publisher : CRC Press
ISBN 13 : 1498767885
Total Pages : 267 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Adaptive Survey Design by : Barry Schouten

Download or read book Adaptive Survey Design written by Barry Schouten and published by CRC Press. This book was released on 2017-07-28 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive survey designs (ASDs) provide a framework for data-driven tailoring of data collection procedures to different sample members, often for cost and bias reduction. People vary in how likely they are to respond and in how they respond. This variation leads to opportunities to selectively deploy design features in order to control both nonresponse and measurement errors. ASD aims at the optimal matching of design features and the characteristics of respondents given the survey budget. Such a goal is sensible, but ASD requires investment in more advanced technical systems and management infrastructure and asks for the collection of relevant auxiliary data. So what are current best practices in ASD? And is ASD worthwhile when the same auxiliary data are employed in the estimation afterwards? In this book, the authors provide answers to these questions, and much more.

Encyclopedia of Social Measurement

Author : Kimberly Kempf-Leonard
Publisher : Elsevier
ISBN 13 :
Total Pages : 1002 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Encyclopedia of Social Measurement by : Kimberly Kempf-Leonard

Download or read book Encyclopedia of Social Measurement written by Kimberly Kempf-Leonard and published by Elsevier. This book was released on 2005 with total page 1002 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Social Measurement captures the data, techniques, theories, designs, applications, histories, and implications of assigning numerical values to social phenomena. Responding to growing demands for transdisciplinary descriptions of quantitative and qualitative techniques, measurement, sampling, and statistical methods, it will increase the proficiency of everyone who gathers and analyzes data. Covering all core social science disciplines, the 300+ articles of the Encyclopedia of Social Measurement not only present a comprehensive summary of observational frameworks and mathematical models, but also offer tools, background information, qualitative methods, and guidelines for structuring the research process. Articles include examples and applications of research strategies and techniques, highlighting multidisciplinary options for observing social phenomena. The alphabetical arrangement of the articles, their glossaries and cross-references, and the volumes' detailed index will encourage exploration across the social sciences. Descriptions of important data sets and case studies will help readers understand resources they can often instantly access. Also available online via ScienceDirect - featuring extensive browsing, searching, and internal cross-referencing between articles in the work, plus dynamic linking to journal articles and abstract databases, making navigation flexible and easy. For more information, pricing options and availability visit www.info.sciencedirect.com. Introduces readers to the advantages and potential of specific techniques and suggests additional sources that readers can then consult to learn more Conveys a range of basic to complex research issues in sufficient detail to explain even the most complicated statistical technique. Readers are provided with references for further information Eleven substantive sections delineate social sciences and the research processes they follow to measure and provide new knowledge on a wide range of topics Authors are prominent scholars and methodologists from all social science fields Within each of the sections important components of quantitative and qualitative research methods are dissected and illustrated with examples from diverse fields of study Actual research experiences provide useful examples

Encyclopedia of Survey Research Methods

Author : Paul J. Lavrakas
Publisher : SAGE Publications
ISBN 13 : 150631788X
Total Pages : 1073 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Encyclopedia of Survey Research Methods by : Paul J. Lavrakas

Download or read book Encyclopedia of Survey Research Methods written by Paul J. Lavrakas and published by SAGE Publications. This book was released on 2008-09-12 with total page 1073 pages. Available in PDF, EPUB and Kindle. Book excerpt: To the uninformed, surveys appear to be an easy type of research to design and conduct, but when students and professionals delve deeper, they encounter the vast complexities that the range and practice of survey methods present. To complicate matters, technology has rapidly affected the way surveys can be conducted; today, surveys are conducted via cell phone, the Internet, email, interactive voice response, and other technology-based modes. Thus, students, researchers, and professionals need both a comprehensive understanding of these complexities and a revised set of tools to meet the challenges. In conjunction with top survey researchers around the world and with Nielsen Media Research serving as the corporate sponsor, the Encyclopedia of Survey Research Methods presents state-of-the-art information and methodological examples from the field of survey research. Although there are other "how-to" guides and references texts on survey research, none is as comprehensive as this Encyclopedia, and none presents the material in such a focused and approachable manner. With more than 600 entries, this resource uses a Total Survey Error perspective that considers all aspects of possible survey error from a cost-benefit standpoint. Key Features Covers all major facets of survey research methodology, from selecting the sample design and the sampling frame, designing and pretesting the questionnaire, data collection, and data coding, to the thorny issues surrounding diminishing response rates, confidentiality, privacy, informed consent and other ethical issues, data weighting, and data analyses Presents a Reader′s Guide to organize entries around themes or specific topics and easily guide users to areas of interest Offers cross-referenced terms, a brief listing of Further Readings, and stable Web site URLs following most entries The Encyclopedia of Survey Research Methods is specifically written to appeal to beginning, intermediate, and advanced students, practitioners, researchers, consultants, and consumers of survey-based information.

Survey Nonresponse

Author : Robert M. Groves
Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 528 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Survey Nonresponse by : Robert M. Groves

Download or read book Survey Nonresponse written by Robert M. Groves and published by Wiley-Interscience. This book was released on 2002 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers coverage of research in the field of survey nonresponse, the primary threat to the statistical integrity of surveys. This book was written in conjunction with the International Conference on Survey Nonresponse, October 1999.

Core Psychiatry E-Book

Author : Padraig Wright
Publisher : Elsevier Health Sciences
ISBN 13 : 0702048585
Total Pages : 681 pages
Book Rating : 4.7/5 (2 download)

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Book Synopsis Core Psychiatry E-Book by : Padraig Wright

Download or read book Core Psychiatry E-Book written by Padraig Wright and published by Elsevier Health Sciences. This book was released on 2012-01-08 with total page 681 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new edition of a highly successful, award winning textbook for trainee psychiatrists, covering in one volume all the subjects required for the new MRCPsych and similar exams. Written in a highly engaging manner, it will also prove invaluable to qualified psychiatrists who need to keep up-to-date with the latest developments, as well as clinical psychologists, general practitioners, psychiatric nurses and senior medical students Concise yet comprehensive, Core Psychiatry relfects the latest developments in the curriculum plus all that is new and essential in clinical practice and the sciences that underpin it. It includes new information on the new Mental Capacity Act and Mental Health Act as well as enhanced sections on psychopharmacology, old age psychiatry, child and adolescent psychiatry, forensic psychiatry and rehabilitation. The book also makes refernce to the latest NICE guidelines and includes new sections on sleep medicine and trauma psychiatry. New edition of a popular MRCPsych curriculum based text Previous edition ‘Highly Commended’ (Mental Health category) in the BMA Awards 2005 Contains useful summary boxes, lists and key points to make last minute learning easy Comprehensive and authoritative resource written by contributors to ensure complete accuracy and currency of specialist information Chapters prepared by specialists working in conjunction with trainees – content totally up-to-date and jointly written by authors who have recently been in the exam situation Contains the latest findings in sleep medicine and trauma psychiatry Expanded section on psychology – including social psychology – to reflect the latest MRCPych examination format Text updated in full to reflect the new Mental Capacity Act and Mental Health Act Relevant chapters now contain a ‘skills and competency’ section to reflect changes in MRCPsych curriculum Updating and amendments to improve coverage of old age psychiatry, child and adolescent psychiatry, forensic psychiatry and rehabilitation Contains reference to the latest NICE guidelines in boxes and tables Enhanced discussion of the use of the best current management options, both pharmacological and psychotherapeutic, the latter including CBT, DBT, EMDR and psychodynamic group, couple and family therapy.

Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias

Author : Devin Caughey
Publisher : Cambridge University Press
ISBN 13 : 1108889700
Total Pages : 98 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias by : Devin Caughey

Download or read book Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias written by Devin Caughey and published by Cambridge University Press. This book was released on 2020-10-22 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: We elaborate a general workflow of weighting-based survey inference, decomposing it into two main tasks. The first is the estimation of population targets from one or more sources of auxiliary information. The second is the construction of weights that calibrate the survey sample to the population targets. We emphasize that these tasks are predicated on models of the measurement, sampling, and nonresponse process whose assumptions cannot be fully tested. After describing this workflow in abstract terms, we then describe in detail how it can be applied to the analysis of historical and contemporary opinion polls. We also discuss extensions of the basic workflow, particularly inference for causal quantities and multilevel regression and poststratification.

Nonresponse in Household Interview Surveys

Author : Robert M. Groves
Publisher : John Wiley & Sons
ISBN 13 : 1118490096
Total Pages : 316 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Nonresponse in Household Interview Surveys by : Robert M. Groves

Download or read book Nonresponse in Household Interview Surveys written by Robert M. Groves and published by John Wiley & Sons. This book was released on 2012-08-29 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive framework for both reduction of nonresponse andpostsurvey adjustment for nonresponse This book provides guidance and support for survey statisticianswho need to develop models for postsurvey adjustment fornonresponse, and for survey designers and practitioners attemptingto reduce unit nonresponse in household interview surveys. Itpresents the results of an eight-year research program that hasassembled an unprecedented data set on respondents andnonrespondents from several major household surveys in the UnitedStates. Within a comprehensive conceptual framework of influences onnonresponse, the authors investigate every aspect of surveycooperation, from the influences of household characteristics andsocial and environmental factors to the interaction betweeninterviewers and householders and the design of the surveyitself. Nonresponse in Household Interview Surveys: * Provides a theoretical framework for understanding and studyinghousehold survey nonresponse * Empirically explores the individual and combined influences ofseveral factors on nonresponse * Presents chapter introductions, summaries, and discussions onpractical implications to clarify concepts and theories * Supplies extensive references for further study and inquiry Nonresponse in Household Interview Surveys is an important resourcefor professionals and students in survey methodology/researchmethods as well as those who use survey methods or data inbusiness, government, and academia. It addresses issues critical todealing with nonresponse in surveys, reducing nonresponse duringsurvey data collection, and constructing statistical compensationsfor the effects of nonresponse on key survey estimates.

Handbook of Nonresponse in Household Surveys

Author : Jelke Bethlehem
Publisher : John Wiley & Sons
ISBN 13 : 1118102223
Total Pages : 384 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Handbook of Nonresponse in Household Surveys by : Jelke Bethlehem

Download or read book Handbook of Nonresponse in Household Surveys written by Jelke Bethlehem and published by John Wiley & Sons. This book was released on 2011-04-27 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive, one-stop guide to identifying, reducing, and managing nonresponse in household surveys Nonresponse and its impact on the sample selection mechanism of a survey is a common problem that often arises while collecting survey data. Handbook of Nonresponse in Household Surveys is a complete guide to handling the nonresponse problem, outlining statistical methods and techniques for improving response rates and correcting response data. The authors begin with an introduction to the nonresponse problem along with basic concepts and definitions. Subsequent chapters present current theories and methods that enable survey researchers to skillfully account for nonresponse in their research. Exploring the latest developments in the field, the book also features: An introduction to the R-indicator as an indicator of survey quality Discussion of the different causes of nonresponse Extensive treatment of the selection and use of auxiliary information Best practices for re-approaching nonrespondents An overview of advanced nonresponse correction techniques Coverage of adaptive survey design Throughout the book, the treatment of each topic is presented in a uniform fashion. Following an introduction, each chapter presents the key theories and formulas underlying the topic and then illustrates common applications. Discussion concludes with a summary of the main concepts as well as a glossary of key terms and a set of exercises that allows readers to test their comprehension of the presented material. Examples using real survey data are provided, and a related website features additional data sets, which can be easily analyzed using Stata® or SPSS® software. Handbook of Nonresponse in Household Surveys is an essential reference for survey researchers working in the fields of business, economics, government, and the social sciences who gather, analyze, and draw results from data. It is also a suitable supplement for courses on survey methods at the upper-undergraduate and graduate levels.

The Palgrave Handbook of Survey Research

Author : David L. Vannette
Publisher : Springer
ISBN 13 : 3319543954
Total Pages : 655 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis The Palgrave Handbook of Survey Research by : David L. Vannette

Download or read book The Palgrave Handbook of Survey Research written by David L. Vannette and published by Springer. This book was released on 2017-12-21 with total page 655 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is a comprehensive reference guide for researchers, funding agencies and organizations engaged in survey research. Drawing on research from a world-class team of experts, this collection addresses the challenges facing survey-based data collection today as well as the potential opportunities presented by new approaches to survey research, including in the development of policy. It examines innovations in survey methodology and how survey scholars and practitioners should think about survey data in the context of the explosion of new digital sources of data. The Handbook is divided into four key sections: the challenges faced in conventional survey research; opportunities to expand data collection; methods of linking survey data with external sources; and, improving research transparency and data dissemination, with a focus on data curation, evaluating the usability of survey project websites, and the credibility of survey-based social science. Chapter 23 of this book is open access under a CC BY 4.0 license at link.springer.com.

OECD Guidelines on Measuring Subjective Well-being

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264191658
Total Pages : 270 pages
Book Rating : 4.2/5 (641 download)

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Book Synopsis OECD Guidelines on Measuring Subjective Well-being by : OECD

Download or read book OECD Guidelines on Measuring Subjective Well-being written by OECD and published by OECD Publishing. This book was released on 2013-03-20 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: These Guidelines represent the first attempt to provide international recommendations on collecting, publishing, and analysing subjective well-being data.

Survey Measurement of Drug Use

Author :
Publisher :
ISBN 13 :
Total Pages : 422 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Survey Measurement of Drug Use by :

Download or read book Survey Measurement of Drug Use written by and published by . This book was released on 1992 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Survey Quality

Author : Paul P. Biemer
Publisher : John Wiley & Sons
ISBN 13 : 0471458724
Total Pages : 420 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Introduction to Survey Quality by : Paul P. Biemer

Download or read book Introduction to Survey Quality written by Paul P. Biemer and published by John Wiley & Sons. This book was released on 2003-05-27 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Peruse the history of survey research and the essential conceptsfor data quality. With an emphasis on total survey error, theauthors review principles and concepts in the field and examineimportant unresolved issues in survey methods. Spanning a range oftopics dealing with the quality of data collected through thesurvey process, they focus on such key issues as: * Major sources of survey error, examining the origins of eacherror source most successful methods for reducing errors from thosesources * Methods most often used in practice for evaluating the effectsof the source on total survey error * Implications of improving survey quality for organizationalmanagement and costs

Textbook of Pediatric Rheumatology

Author : Ross E. Petty
Publisher : Saunders
ISBN 13 :
Total Pages : 826 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Textbook of Pediatric Rheumatology by : Ross E. Petty

Download or read book Textbook of Pediatric Rheumatology written by Ross E. Petty and published by Saunders. This book was released on 2005 with total page 826 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical reference designed to aid in the care of children with rheumatic diseases. Offers guidelines for interpreting the signs, symptoms and laboratory abnormalities that accompany these disorders. Includes numerous halftone illustrations and tables, radiographs, and other figures.

You're Not Listening

Author : Kate Murphy
Publisher : Celadon Books
ISBN 13 : 1250297206
Total Pages : 304 pages
Book Rating : 4.2/5 (52 download)

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Book Synopsis You're Not Listening by : Kate Murphy

Download or read book You're Not Listening written by Kate Murphy and published by Celadon Books. This book was released on 2020-01-07 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: When was the last time you listened to someone, or someone really listened to you? "If you’re like most people, you don’t listen as often or as well as you’d like. There’s no one better qualified than a talented journalist to introduce you to the right mindset and skillset—and this book does it with science and humor." -Adam Grant, #1 New York Times bestselling author of Originals and Give and Take **Hand picked by Malcolm Gladwell, Adam Grant, Susan Cain, and Daniel Pink for Next Big Ideas Club** "An essential book for our times." -Lori Gottlieb, New York Times bestselling author of Maybe You Should Talk to Someone At work, we’re taught to lead the conversation. On social media, we shape our personal narratives. At parties, we talk over one another. So do our politicians. We’re not listening. And no one is listening to us. Despite living in a world where technology allows constant digital communication and opportunities to connect, it seems no one is really listening or even knows how. And it’s making us lonelier, more isolated, and less tolerant than ever before. A listener by trade, New York Times contributor Kate Murphy wanted to know how we got here. In this always illuminating and often humorous deep dive, Murphy explains why we’re not listening, what it’s doing to us, and how we can reverse the trend. She makes accessible the psychology, neuroscience, and sociology of listening while also introducing us to some of the best listeners out there (including a CIA agent, focus group moderator, bartender, radio producer, and top furniture salesman). Equal parts cultural observation, scientific exploration, and rousing call to action that's full of practical advice, You're Not Listening is to listening what Susan Cain's Quiet was to introversion. It’s time to stop talking and start listening.

Handbook of Survey Methodology for the Social Sciences

Author : Lior Gideon
Publisher : Springer Science & Business Media
ISBN 13 : 1461438764
Total Pages : 514 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Handbook of Survey Methodology for the Social Sciences by : Lior Gideon

Download or read book Handbook of Survey Methodology for the Social Sciences written by Lior Gideon and published by Springer Science & Business Media. This book was released on 2012-06-21 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Surveys enjoy great ubiquity among data collection methods in social research: they are flexible in questioning techniques, in the amount of questions asked, in the topics covered, and in the various ways of interactions with respondents. Surveys are also the preferred method by many researchers in the social sciences due to their ability to provide quick profiles and results. Because they are so commonly used and fairly easy to administer, surveys are often thought to be easily thrown together. But designing an effective survey that yields reliable and valid results takes more than merely asking questions and waiting for the answers to arrive. Geared to the non-statistician, the Handbook of Survey Methodology in Social Sciences addresses issues throughout all phases of survey design and implementation. Chapters examine the major survey methods of data collection, providing expert guidelines for asking targeted questions, improving accuracy and quality of responses, while reducing sampling and non-sampling bias. Relying on the Total Survey Error theory, various issues of both sampling and non-sampling sources of error are explored and discussed. By covering all aspects of the topic, the Handbook is suited to readers taking their first steps in survey methodology, as well as to those already involved in survey design and execution, and to those currently in training. Featured in the Handbook: • The Total Survey Error: sampling and non-sampling errors. • Survey sampling techniques. • The art of question phrasing. • Techniques for increasing response rates • A question of ethics: what is allowed in survey research? • Survey design: face-to-face, phone, mail, e-mail, online, computer-assisted.? • Dealing with sensitive issues in surveys. • Demographics of respondents: implications for future survey research. • Dealing with nonresponse, and nonresponse bias The Handbook of Survey Methodology in Social Sciences offers how-to clarity for researchers in the social and behavioral sciences and related disciplines, including sociology, criminology, criminal justice, social psychology, education, public health, political science, management, and many other disciplines relying on survey methodology as one of their main data collection tools.

Ask a Manager

Author : Alison Green
Publisher : Ballantine Books
ISBN 13 : 0399181822
Total Pages : 306 pages
Book Rating : 4.3/5 (991 download)

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Book Synopsis Ask a Manager by : Alison Green

Download or read book Ask a Manager written by Alison Green and published by Ballantine Books. This book was released on 2018-05-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the creator of the popular website Ask a Manager and New York’s work-advice columnist comes a witty, practical guide to 200 difficult professional conversations—featuring all-new advice! There’s a reason Alison Green has been called “the Dear Abby of the work world.” Ten years as a workplace-advice columnist have taught her that people avoid awkward conversations in the office because they simply don’t know what to say. Thankfully, Green does—and in this incredibly helpful book, she tackles the tough discussions you may need to have during your career. You’ll learn what to say when • coworkers push their work on you—then take credit for it • you accidentally trash-talk someone in an email then hit “reply all” • you’re being micromanaged—or not being managed at all • you catch a colleague in a lie • your boss seems unhappy with your work • your cubemate’s loud speakerphone is making you homicidal • you got drunk at the holiday party Praise for Ask a Manager “A must-read for anyone who works . . . [Alison Green’s] advice boils down to the idea that you should be professional (even when others are not) and that communicating in a straightforward manner with candor and kindness will get you far, no matter where you work.”—Booklist (starred review) “The author’s friendly, warm, no-nonsense writing is a pleasure to read, and her advice can be widely applied to relationships in all areas of readers’ lives. Ideal for anyone new to the job market or new to management, or anyone hoping to improve their work experience.”—Library Journal (starred review) “I am a huge fan of Alison Green’s Ask a Manager column. This book is even better. It teaches us how to deal with many of the most vexing big and little problems in our workplaces—and to do so with grace, confidence, and a sense of humor.”—Robert Sutton, Stanford professor and author of The No Asshole Rule and The Asshole Survival Guide “Ask a Manager is the ultimate playbook for navigating the traditional workforce in a diplomatic but firm way.”—Erin Lowry, author of Broke Millennial: Stop Scraping By and Get Your Financial Life Together