Journal ArticleDOI
Summary Report of the AAPOR Task Force on Non-probability Sampling
Reg Baker,J. Michael Brick,Nancy Bates,Mike Battaglia,Mick P. Couper,Jill A. Dever,Krista J. Gile,Roger Tourangeau +7 more
TLDR
A wide range of non-probability designs exist and are being used in various settings, including case control studies, clinical trials, evaluation research, and more.Abstract:
Survey researchers routinely conduct studies that use different methods of data collection and inference. But for at least the past 60 years, the probabilitysampling framework has been used in most surveys. More recently, concerns about coverage and nonresponse coupled with rising costs have led some to wonder whether non-probability sampling methods might be an acceptable alternative, at least under some conditions (Groves 2006; Savage and Burrows 2007). A wide range of non-probability designs exist and are being used in various settings, including case control studies, clinical trials, evaluation researchread more
Citations
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Contrasting treatment‐specific survival using double‐robust estimators
KyungMann Kim,Simon G. Thompson +1 more
Journal ArticleDOI
Contemporary Guidance for Stated Preference Studies
Robert J. Johnston,Kevin J. Boyle,Wiktor L. Adamowicz,Jeffrey Bennett,Roy Brouwer,Trudy Ann Cameron,W. Michael Hanemann,Nick Hanley,Mandy Ryan,Riccardo Scarpa,Roger Tourangeau,Christian A. Vossler +11 more
TL;DR: In this paper, the authors present a set of guidelines for stated preference studies that are more comprehensive than those of the original National Oceanic and Atmospheric Administration (NOAA) Blue Ribbon Panel on contingent valuation, and reflect the two decades of research since that time.
Journal ArticleDOI
Sampling: Design and Analysis
TL;DR: In his seminal book, Shewhart (1931) makes no demand on the distribution of the characteristic to be plotted on a control chart, so how can the idea that normality is, if not required, at least highly desirable be explained?
Journal ArticleDOI
Psychological characteristics associated with COVID-19 vaccine hesitancy and resistance in Ireland and the United Kingdom.
Jamie Murphy,Frédérique Vallières,Richard P. Bentall,Mark Shevlin,Orla McBride,Todd K. Hartman,Ryan McKay,Kate M. Bennett,Liam Mason,Jilly Gibson-Miller,Liat Levita,Anton P. Martinez,Thomas V. A. Stocks,Thanos Karatzias,Philip Hyland +14 more
TL;DR: This article found that those resistant to a COVID-19 vaccine were less likely to obtain information about the pandemic from traditional and authoritative sources and had similar levels of mistrust in these sources compared to vaccine accepting respondents.
Journal ArticleDOI
Encyclopedia of Statistics in Behavioral Science
TL;DR: An apposite and eminently readable reference for all behavioral science research and development.
References
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The central role of the propensity score in observational studies for causal effects
TL;DR: The authors discusses the central role of propensity scores and balancing scores in the analysis of observational studies and shows that adjustment for the scalar propensity score is sufficient to remove bias due to all observed covariates.
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Birds of a Feather: Homophily in Social Networks
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Experimental and Quasi-Experimental Designs for Generalized Causal Inference
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Statistical Analysis With Missing Data
TL;DR: Generalized Estimating Equations is a good introductory book for analyzing continuous and discrete correlated data using GEE methods and provides good guidance for analyzing correlated data in biomedical studies and survey studies.
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Survey Research Methods
TL;DR: This chapter discusses ethical issues in Survey Research, as well as methods of data collection and analysis, and types of error in Surveys.
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