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Use of Administrative Data to Explore Effect of Establishment Nonresponse Adjustment on the National Compensation Survey Estimates

机译：利用行政数据探讨建立无应答调整对国家补偿调查估算的影响

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Non-response is a common but undesirable feature of a survey. It may lead to biases in survey estimates and an increase in survey sampling variance. Survey practitioners use various techniques to reduce bias due to non-response. The most common technique is to adjust sampling weights of responding units to account for non-responding units within a specified set of weighting classes or cells. In the National Compensation Survey (NCS) the weighting cells are formed using available auxiliary information: ownership, industry, and establishment employment size. In this paper, we explore how effective the formed cells are in reducing potential bias in the NCS estimates. We use administrative data to estimate average wages for responding units in the NCS. We generate and compare full sample wage estimates to estimates based on responding units with weights adjusted for non-responding units.

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作者
Ponikowski, C. H.; McNulty, E. E.;
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年度 2008
页码 p.1-8
总页数 8
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Survey nonresponse; Adjustments; Administrative data; Weighting cells; Bias;

机译：调查无回应;调整;行政数据;加权单元格;偏差;

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2. An ad hoc method for dual adjusting for measurement errors and nonresponse bias for estimating prevalence in survey data: Application to Iranian mental health survey on any illicit drug use [J] . Khalagi Kazem, Mansournia Mohammad Ali, Motevalian Seyed-Abbas, Statistical methods in medical research . 2018,第10期

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3. The Report of the International Workshop on Using Multi-level Data from Sample Frames, Auxiliary Databases, Paradata and Related Sources to Detect and Adjust for Nonresponse Bias in Surveys* [J] . Tom W. Smith Tom W. Smith is a Senior Fellow at NORC/University of Chicago and Director of its Center for the Study of Politics and Society. He is Principal Investigator of the National Data Program for the Social Sciences. International Journal of Public Opinion Research . 2011,第3期

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4. Calibration strategies to correct nonresponse in a National Travel Survey [C] . Sophie Roux, Jimmy Armoogum Transportation Research Board Annual meeting . 2011

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5. Adjusting for nonresponse bias due to attrition and intermittent wave nonresponse in longitudinal surveys of older adults. [D] . Chang, Moh Yin. 2010

机译：调整老年人纵向调查中由于损耗和间歇波无响应而引起的无响应偏差。
6. A comparison of Australian chronic disease prevalence estimates using administrative pharmaceutical dispensing data with international and community survey data [O] . Shaun Francis Purkiss, Tessa Keegel, Hassan Vally, 2020

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7. Using Administrative Data to Explore the Effect of Survey Nonresponse in the UK Employment Retention and Advancement Demonstration [O] . Richard Dorsett, Richard Hendra, Philip K. Robins 2019

机译：使用行政数据探讨调查非响应在英国就业保留和进步示范的效果

Use of Administrative Data to Explore Effect of Establishment Nonresponse Adjustment on the National Compensation Survey Estimates

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