A SEMIPARAMETRIC MULTIPLE IMPUTATION APPROACH TO FULLY SYNTHETIC DATA FOR COMPLEX SURVEYS [0.03%]
复杂调查的完全合成数据的半参数多重插补方法研究
Mandi Yu,Yulei He,Trivellore E Raghunathan
Mandi Yu
Data synthesis is an effective statistical approach for reducing data disclosure risk. Generating fully synthetic data might minimize such risk, but its modeling and application can be difficult for data from large, complex surveys. This ar...
Michael W Robbins
Michael W Robbins
High-dimensional complex survey data of general structures (e.g., containing continuous, binary, categorical, and ordinal variables), such as the US Department of Defense's Health-Related Behaviors Survey (HRBS), often confound procedures d...
THE EFFECTS OF A TARGETED "EARLY BIRD" INCENTIVE STRATEGY ON RESPONSE RATES, FIELDWORK EFFORT, AND COSTS IN A NATIONAL PANEL STUDY [0.03%]
一项针对全国性面板研究的“早鸟”激励策略对回复率、实地工作量和成本的影响分析
Katherine A McGonagle,Narayan Sastry,Vicki A Freedman
Katherine A McGonagle
Adaptive survey designs are increasingly used by survey practitioners to counteract ongoing declines in household survey response rates and manage rising fieldwork costs. This paper reports findings from an evaluation of an early-bird incen...
Estimating Web Survey Mode and Panel Effects in a Nationwide Survey of Alcohol Use [0.03%]
全国酒精使用调查中的网络调查模式和面板效应估计
Randal ZuWallack,Matt Jans,Thomas Brassell et al.
Randal ZuWallack et al.
Random-digit dialing (RDD) telephone surveys are challenged by declining response rates and increasing costs. Many surveys that were traditionally conducted via telephone are seeking cost-effective alternatives, such as address-based sampli...
Jinghao Sun,Luk Van Baelen,Els Plettinckx et al.
Jinghao Sun et al.
Capture-recapture (CRC) surveys are used to estimate the size of a population whose members cannot be enumerated directly. CRC surveys have been used to estimate the number of Coronavirus Disease 2019 (COVID-19) infections, people who use d...
Visible Cash, a Second Incentive, and Priority Mail? An Experimental Evaluation of Mailing Strategies for a Screening Questionnaire in a National Push-to-Web/Mail Survey [0.03%]
关于国家纸质转网络调查中筛查问卷邮寄策略的实验评价：可视现金、第二激励和优先信？
Shiyu Zhang,Brady T West,James Wagner et al.
Shiyu Zhang et al.
In push-to-web surveys that use postal mail to contact sampled cases, participation is contingent on the mail being opened and the survey invitations being delivered. The design of the mailings is crucial to the success of the survey. We ad...
An Extension of Kish's Formula for Design Effects to Two- and Three-Stage Designs with Stratification [0.03%]
stratification存在的两阶段和三阶段设计的Kish公式的设计效应的扩展
Sixia Chen,Keith Rust
Sixia Chen
We extend the model-based justification of Kish's 1987 formula for design effects proposed by Gabler, Haeder and Lahiri (1999) to two -stage designs with stratification at the first stage, and unstratified three-stage designs. In each case ...
INTERVIEWER EFFECTS IN LIVE VIDEO AND PRERECORDED VIDEO INTERVIEWING [0.03%]
现场视频采访与预先录制的视频采访中的访谈者效应
Brady T West,Ai Rene Ong,Frederick G Conrad et al.
Brady T West et al.
Live video (LV) communication tools (e.g., Zoom) have the potential to provide survey researchers with many of the benefits of in-person interviewing, while also greatly reducing data collection costs, given that interviewers do not need to...
Effects of Address Coverage Enhancement on Estimates from Address-Based Sampling Studies [0.03%]
地址覆盖率提升对地址基于抽样调查估计量的影响研究
Michael Jones,J Michael Brick,Wendy Van De Kerckhove
Michael Jones
For over a decade, address-based sampling (ABS) frames have often been used to draw samples for multistage area sample surveys in lieu of traditionally listed (or enumerated) address frames. However, it is well known that the use of ABS fra...
Yutao Liu,Andrew Gelman,Qixuan Chen
Yutao Liu
We consider inference from nonrandom samples in data-rich settings where high-dimensional auxiliary information is available both in the sample and the target population, with survey inference being a special case. We propose a regularized ...