THE EFFECTS OF A TARGETED "EARLY BIRD" INCENTIVE STRATEGY ON RESPONSE RATES, FIELDWORK EFFORT, AND COSTS IN A NATIONAL PANEL STUDY.

IF 1.6 4区 数学 Q2 SOCIAL SCIENCES, MATHEMATICAL METHODS Journal of Survey Statistics and Methodology Pub Date : 2023-11-01 Epub Date: 2022-02-01 DOI:10.1093/jssam/smab042
Katherine A McGonagle, Narayan Sastry, Vicki A Freedman
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Abstract

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 incentive (EBI) experiment targeting high-effort respondents who participate in the 2019 wave of the US Panel Study of Income Dynamics. We identified a subgroup of high-effort respondents at risk of nonresponse based on their prior wave fieldwork effort and randomized them to a treatment offering an extra time-delimited monetary incentive for completing their interview within the first month of data collection (treatment group; N = 800) or the standard study incentive (control group; N = 400). In recent waves, we have found that the costs of the protracted fieldwork needed to complete interviews with high-effort cases in the form of interviewer contact attempts plus an increased incentive near the close of data collection are extremely high. By incentivizing early participation and reducing the number of interviewer contact attempts and fieldwork days to complete the interview, our goal was to manage both nonresponse and survey costs. We found that the EBI treatment increased response rates and reduced fieldwork effort and costs compared to a control group. We review several key findings and limitations, discuss their implications, and identify the next steps for future research.

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在一项全国小组研究中,有针对性的 "早起鸟儿 "激励战略对回复率、实地工作和成本的影响。
调查从业者越来越多地采用适应性调查设计来应对住户调查响应率的持续下降,并管理不断上升的实地调查成本。本文报告了针对参加 2019 年美国收入动态面板研究(US Panel Study of Income Dynamics)的高努力程度受访者的 "早鸟激励"(EBI)实验的评估结果。我们根据高努力受访者在前一轮实地调查中的努力程度,确定了一个有可能不作回应的高努力受访者子群,并将他们随机分配到一个提供额外限时货币奖励的处理组(处理组;N = 800)或标准研究奖励组(对照组;N = 400),以便在数据收集的第一个月内完成访谈。在最近的几次调查中,我们发现,为了完成对高难度个案的访谈,访谈者需要多次尝试与他们接触,再加上在数据收集工作接近尾声时增加奖励,这样的长期实地工作成本非常高。我们的目标是通过激励早期参与,减少访问员接触的次数和完成访谈所需的实地工作天数,来控制非响应率和调查成本。我们发现,与对照组相比,EBI 方法提高了回复率,减少了实地工作和成本。我们回顾了几个主要发现和局限性,讨论了它们的影响,并确定了未来研究的下一步。
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来源期刊
CiteScore
4.30
自引率
9.50%
发文量
40
期刊介绍: The Journal of Survey Statistics and Methodology, sponsored by AAPOR and the American Statistical Association, began publishing in 2013. Its objective is to publish cutting edge scholarly articles on statistical and methodological issues for sample surveys, censuses, administrative record systems, and other related data. It aims to be the flagship journal for research on survey statistics and methodology. Topics of interest include survey sample design, statistical inference, nonresponse, measurement error, the effects of modes of data collection, paradata and responsive survey design, combining data from multiple sources, record linkage, disclosure limitation, and other issues in survey statistics and methodology. The journal publishes both theoretical and applied papers, provided the theory is motivated by an important applied problem and the applied papers report on research that contributes generalizable knowledge to the field. Review papers are also welcomed. Papers on a broad range of surveys are encouraged, including (but not limited to) surveys concerning business, economics, marketing research, social science, environment, epidemiology, biostatistics and official statistics. The journal has three sections. The Survey Statistics section presents papers on innovative sampling procedures, imputation, weighting, measures of uncertainty, small area inference, new methods of analysis, and other statistical issues related to surveys. The Survey Methodology section presents papers that focus on methodological research, including methodological experiments, methods of data collection and use of paradata. The Applications section contains papers involving innovative applications of methods and providing practical contributions and guidance, and/or significant new findings.
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