Journal of Survey Statistics and Methodology最新文献_第5页

A Primer on the Data Cleaning Pipeline 数据清洗管道入门

4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-05-31 DOI: 10.1093/jssam/smad017

Rebecca C Steorts

引用次数: 1

Correction to: Improving Statistical Matching when Auxiliary Information is Available 修正:当辅助信息可用时，改进统计匹配

4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-05-30 DOI: 10.1093/jssam/smad023

引用次数: 0

Is there a Day of the Week Effect on Panel Response Rate to an Online Questionnaire Email Invitation? 对在线问卷邮件邀请的小组回复率是否有一周中的某一天的影响?

IF 2.1 4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-05-26 DOI: 10.1093/jssam/smad014

Chloe Howard, Lara M. Greaves, D. Osborne, C. Sibley

引用次数: 0

Interviewer Involvement in Respondent Selection Moderates the Relationship between Response Rates and Sample Bias in Cross-National Survey Projects in Europe 访谈者参与受访者选择调节回复率和样本偏差在欧洲跨国调查项目之间的关系

IF 2.1 4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-05-18 DOI: 10.1093/jssam/smad013

M. Kołczyńska, P. Jabkowski, S. Eckman

{"title":"Interviewer Involvement in Respondent Selection Moderates the Relationship between Response Rates and Sample Bias in Cross-National Survey Projects in Europe","authors":"M. Kołczyńska, P. Jabkowski, S. Eckman","doi":"10.1093/jssam/smad013","DOIUrl":"https://doi.org/10.1093/jssam/smad013","url":null,"abstract":"\u0000 Survey researchers and practitioners often assume that higher response rates are associated with a higher quality of survey data. However, the evidence for this claim in face-to-face surveys is mixed. To explain these mixed results, recent studies have proposed that interviewers’ involvement in respondent selection moderates the effect of response rates on data quality. Previous analyses based on data from the European Social Survey found that response rates are positively associated with data quality when interviewer involvement in respondent selection is minimal. However, the association between response rates and data quality is negative when interviewers are more involved in respondent selection through household frame creation or within-household selection of target persons. These studies have hypothesized that some interviewers deviate from prescribed selection procedures to select individuals with higher response propensities, which increase response rates while reducing data quality. We replicate these results with an extended dataset, including more recent European Social Survey rounds and three other European survey projects: the European Quality of Life Survey, European Values Study, and International Social Survey Programme. Based on our results, we recommend that surveys include procedures to verify respondent-selection practices into their fieldwork control procedures.","PeriodicalId":17146,"journal":{"name":"Journal of Survey Statistics and Methodology","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46265346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Estimation of Covid-19 Prevalence Dynamics from Pooled Data 从汇总数据估计新冠肺炎患病率动态

IF 2.1 4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-05-12 DOI: 10.1093/jssam/smad011

Braden Scherting, A. Peel, R. Plowright, A. Hoegh

引用次数: 2

Experimenting with QR Codes and Envelope Size in Push-to-Web Surveys 推送网络调查中QR码和信封大小的实验

IF 2.1 4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-04-26 DOI: 10.1093/jssam/smad008

Kyle Endres, E. Heiden, Ki H. Park, M. Losch, K. Harland, Anne L Abbott

{"title":"Experimenting with QR Codes and Envelope Size in Push-to-Web Surveys","authors":"Kyle Endres, E. Heiden, Ki H. Park, M. Losch, K. Harland, Anne L Abbott","doi":"10.1093/jssam/smad008","DOIUrl":"https://doi.org/10.1093/jssam/smad008","url":null,"abstract":"\u0000 Survey researchers are continually evaluating approaches to increase response rates, especially those that can be implemented with little or no costs. In this study, we experimentally evaluated whether or not including Quick Response (QR) codes in mailed recruitment materials for self-administered web surveys increased web survey participation. We also assessed whether mailing these materials in a non-standard envelope size (6 × 9 inch) yielded a higher response rate than invitations mailed in a standard, #10 envelope (4.125 × 9.5 inch). These experiments were embedded in a sequential mixed-mode (dual-frame phone and web) statewide survey. Including a QR code (in addition to a URL) significantly increased the response rate compared to invitations that only included a URL in our study. As expected, a consequence of including the QR code was an elevated number of completions on smartphones or tablets among households randomly assigned to the QR code condition. The use of a larger (6 × 9 inch) envelope did not affect the overall response rate but did significantly boost the response rate for the landline sample (envelopes addressed to “STATE resident”) while having little effect for the wireless sample (envelopes addressed by name). This study suggests that incorporating both QR codes and larger (6 × 9 inch) envelopes in mail recruitment materials for web surveys is a cost-effective approach to increase web participation.","PeriodicalId":17146,"journal":{"name":"Journal of Survey Statistics and Methodology","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2023-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44973615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Preferred Reporting Items for Complex Sample Survey Analysis (PRICSSA) 复杂抽样调查分析(PRICSSA)首选报告项目

IF 2.1 4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-04-26 DOI: 10.1093/jssam/smac040

A. Seidenberg, R. Moser, B. West

{"title":"Preferred Reporting Items for Complex Sample Survey Analysis (PRICSSA)","authors":"A. Seidenberg, R. Moser, B. West","doi":"10.1093/jssam/smac040","DOIUrl":"https://doi.org/10.1093/jssam/smac040","url":null,"abstract":"\u0000 Methodological issues pertaining to transparency and analytic error have been widely documented for publications featuring analysis of complex sample survey data. The availability of numerous public use datasets to researchers without adequate training in using these data likely contributes to these problems. In an effort to introduce standards for reporting analyses of survey data and promote replication, we propose the Preferred Reporting Items for Complex Sample Survey Analysis (PRICSSA), an itemized checklist to guide researchers publishing analyses using complex sample survey data. PRICSSA is modeled after other checklists (e.g., PRISMA, CONSORT) that have been widely adopted for other research designs. The PRICSSA items include a variety of survey characteristics, such as data collection dates, mode(s), response rate, and sample selection process. In addition, essential analytic information—such as sample sizes for all estimates, missing data rates and imputation methods (if applicable), disclosing if any data were deleted, specifying what survey weight and sample design variables were used along with method of variance estimation, and reporting design-adjusted standard errors/confidence intervals for all estimates—are also included. PRICSSA also recommends that authors make all corresponding software code available. Widespread adoption of PRICSSA will help improve the quality of secondary analyses of complex sample survey data through transparency and promote scientific rigor and reproducibility.","PeriodicalId":17146,"journal":{"name":"Journal of Survey Statistics and Methodology","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2023-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42455728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Recent Advances in Data Integration 数据集成的最新进展

IF 2.1 4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-04-21 DOI: 10.1093/jssam/smad009

J. Sakshaug, R. Steorts

引用次数: 0

Panel Conditioning in A Probability-based Longitudinal study: A Comparison of Respondents with Different Levels of Survey Experience 基于概率的纵向研究中的面板调节:不同调查经验水平的受访者的比较

4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-04-13 DOI: 10.1093/jssam/smad004

Fabienne Kraemer, Henning Silber, Bella Struminskaya, Matthias Sand, Michael Bosnjak, Joanna Koßmann, Bernd Weiß

{"title":"Panel Conditioning in A Probability-based Longitudinal study: A Comparison of Respondents with Different Levels of Survey Experience","authors":"Fabienne Kraemer, Henning Silber, Bella Struminskaya, Matthias Sand, Michael Bosnjak, Joanna Koßmann, Bernd Weiß","doi":"10.1093/jssam/smad004","DOIUrl":"https://doi.org/10.1093/jssam/smad004","url":null,"abstract":"Abstract Learning effects due to repeated interviewing, also known as panel conditioning, are a major threat to response quality in later waves of a panel study. To date, research has not provided a clear picture regarding the circumstances, mechanisms, and dimensions of potential panel conditioning effects. In particular, the effects of conditioning frequency, that is, different levels of experience within a panel, on response quality are underexplored. Against this background, we investigated the effects of panel conditioning by using data from the GESIS Panel, a German mixed-mode probability-based panel study. Using two refreshment samples, we compared three panel cohorts with differing levels of experience on several response quality indicators related to the mechanisms of reflection, satisficing, and social desirability. Overall, we find evidence for both negative (i.e., disadvantageous for response quality) and positive (i.e., advantageous for response quality) panel conditioning. Highly experienced respondents were more likely to satisfice by speeding through the questionnaire. They also had a higher probability of refusing to answer sensitive questions than less experienced panel members. However, more experienced respondents were also more likely to optimize the response process by needing less time compared to panelists with lower experience levels (when controlling for speeding). In contrast, we did not find significant differences with respect to the number of “don’t know” responses, nondifferentiation, the selection of first response categories and mid-responses, and the number of nontriggered filter questions. Of the observed differences, speeding showed the highest magnitude with an average increase of 6.0 percentage points for highly experienced panel members compared to low experienced panelists.","PeriodicalId":17146,"journal":{"name":"Journal of Survey Statistics and Methodology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135189112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimizing Data Collection Interventions to Balance Cost and Quality in a Sequential Multimode Survey 在顺序多模式调查中优化数据收集干预以平衡成本和质量

4区数学

Journal of Survey Statistics and Methodology Pub Date : 2023-04-08 DOI: 10.1093/jssam/smad007

Stephanie M Coffey, Michael R Elliott

{"title":"Optimizing Data Collection Interventions to Balance Cost and Quality in a Sequential Multimode Survey","authors":"Stephanie M Coffey, Michael R Elliott","doi":"10.1093/jssam/smad007","DOIUrl":"https://doi.org/10.1093/jssam/smad007","url":null,"abstract":"Abstract High-quality survey data collection is getting more expensive to conduct because of decreasing response rates and rising data collection costs. Responsive and adaptive designs have emerged as a framework for targeting and reallocating resources during the data collection period to improve survey data collection efficiency. Here, we report on the implementation and evaluation of a responsive design experiment in the National Survey of College Graduates that optimizes the cost-quality tradeoff by minimizing a function of data collection costs and the root mean squared error of a key survey measure, self-reported salary. We used a Bayesian framework to incorporate prior information and generate predictions of estimated response propensity, self-reported salary, and data collection costs for use in our optimization rule. At three points during the data collection process, we implement the optimization rule and identify cases for which reduced effort would have minimal effect on the mean squared error (RMSE) of mean self-reported salary while allowing us to reduce data collection costs. We find that this optimization process allowed us to reduce data collection costs by nearly 10 percent, without a statistically or practically significant increase in the RMSE of mean salary or a decrease in the unweighted response rate. This experiment demonstrates the potential for these types of designs to more effectively target data collection resources to reach survey quality goals.","PeriodicalId":17146,"journal":{"name":"Journal of Survey Statistics and Methodology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135648136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2