Errors In Survey Reporting And Imputation And Their Effects On Estimates Of Food Stamp Program Participation

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Errors in Survey Reporting and Imputation and Their Effects on Estimates of Food Stamp Program Participation

Author : Bruce D. Meyer
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (111 download)

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Book Synopsis Errors in Survey Reporting and Imputation and Their Effects on Estimates of Food Stamp Program Participation by : Bruce D. Meyer

Download or read book Errors in Survey Reporting and Imputation and Their Effects on Estimates of Food Stamp Program Participation written by Bruce D. Meyer and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accurately measuring government benefit receipt in household surveys is necessary when studying disadvantaged populations and the programs that serve them. The Food Stamp Program is especially important given its size and recent growth. To validate survey reports, we use administrative data on participation in two states linked to the American Community Survey (ACS), the Current Population Survey (CPS), and the Survey of Income and Program Participation (SIPP). We find that 23 percent of true food stamp recipient households do not report receipt in the SIPP, 35 percent in the ACS, and fully 50 percent in the CPS. A substantial number of true non-recipients are also recorded as recipients, especially in the SIPP. We examine reasons for these errors including imputation, an important source of error. Both false negative and false positive reports vary with household characteristics, implying complicated biases in multivariate analyses, such as regressions. We then directly examine biases in common survey-based estimates of program receipt by comparing them to estimates from our combined administrative and survey data. We find that the survey estimates understate participation among single parents, non-whites, and low-income households, and also lead to errors in multiple program receipt, and time and age patterns of receipt.

Errors in Reporting and Imputation of Government Benefits and Their Implications

Author : Pablo A. Celhay
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (126 download)

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Book Synopsis Errors in Reporting and Imputation of Government Benefits and Their Implications by : Pablo A. Celhay

Download or read book Errors in Reporting and Imputation of Government Benefits and Their Implications written by Pablo A. Celhay and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: We document the extent, nature, and consequences of survey errors in cash welfare and SNAP receipt in three major U.S. household surveys. We find high rates of misreporting, particularly failure to report receipt. The surveys inaccurately capture patterns of multiple program participation, even though there is little evidence of program confusion. Error rates are higher among imputed observations, which account for a large share of false positive errors. Many household characteristics have significant effects on both false positives and false negative errors. Error rates sharply differ by race, ethnicity, income and other household characteristics. The errors greatly affect models of program receipt and estimated effects of income and race are noticeably biased. We examine error due to item non-response and imputation, as well as whether imputation improves estimates. Item non-respondents have higher receipt rates than the population conditional on covariates. The assumptions for consistent estimates in multivariate models fail both when excluding item non-respondents and when using the imputed values. In binary choice models of program receipt, linked data estimates favor excluding item non-respondents rather than using imputed values. Biases are well predicted by the error patterns we document, helping researchers make informed decisions on whether to use imputed values.

Bias in Food Stamps Participation Estimates in the Presence of Misreporting Error

Author : Cathleen Li
Publisher :
ISBN 13 :
Total Pages : 41 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Bias in Food Stamps Participation Estimates in the Presence of Misreporting Error by : Cathleen Li

Download or read book Bias in Food Stamps Participation Estimates in the Presence of Misreporting Error written by Cathleen Li and published by . This book was released on 2013 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper focuses on how survey misreporting of food stamp receipt can bias demographic estimation of program participation. Food stamps is a federally funded program which subsidizes the nutrition of low-income households. In order to improve the reach of this program, studies on low program participation varies by demographic groups have been conducted using census data. Census data are subject to a lot of misreporting error, both under-reporting and over-reporting, which can bias the estimates. The impact of misreporting error on estimate bias is examined by calculating food stamp participation rates, misreporting rates, and bias for select household characteristics (covariates).

Administrative Records for Survey Methodology

Author : Asaph Young Chun
Publisher : John Wiley & Sons
ISBN 13 : 1119272041
Total Pages : 384 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Administrative Records for Survey Methodology by : Asaph Young Chun

Download or read book Administrative Records for Survey Methodology written by Asaph Young Chun and published by John Wiley & Sons. This book was released on 2021-04-06 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: ADMINISTRATIVE RECORDS FOR SURVEY METHODOLOGY Addresses the international use of administrative records for large-scale surveys, censuses, and other statistical purposes Administrative Records for Survey Methodology is a comprehensive guide to improving the quality, cost-efficiency, and interpretability of surveys and censuses using administrative data research. Contributions from a team of internationally-recognized experts provide practical approaches for integrating administrative data in statistical surveys, and discuss the methodological issues—including concerns of privacy, confidentiality, and legality—involved in collecting and analyzing administrative records. Numerous real-world examples highlight technological and statistical innovations, helping readers gain a better understanding of both fundamental methods and advanced techniques for controlling data quality reducing total survey error. Divided into four sections, the first describes the basics of administrative records research and addresses disclosure limitation and confidentiality protection in linked data. Section two focuses on data quality and linking methodology, covering topics such as quality evaluation, measuring and controlling for non-consent bias, and cleaning and using administrative lists. The third section examines the use of administrative records in surveys and includes case studies of the Swedish register-based census and the administrative records applications used for the US 2020 Census. The book’s final section discusses combining administrative and survey data to improve income measurement, enhancing health surveys with data linkage, and other uses of administrative data in evidence-based policymaking. This state-of-the-art resource: Discusses important administrative data issues and suggests how administrative data can be integrated with more traditional surveys Describes practical uses of administrative records for evidence-driven decisions in both public and private sectors Emphasizes using interdisciplinary methodology and linking administrative records with other data sources Explores techniques to leverage administrative data to improve the survey frame, reduce nonresponse follow-up, assess coverage error, measure linkage non-consent bias, and perform small area estimation. Administrative Records for Survey Methodology is an indispensable reference and guide for statistical researchers and methodologists in academia, industry, and government, particularly census bureaus and national statistical offices, and an ideal supplemental text for undergraduate and graduate courses in data science, survey methodology, data collection, and data analysis methods.

SNAP Matters

Author : Judith Bartfeld
Publisher : Stanford University Press
ISBN 13 : 0804796874
Total Pages : 289 pages
Book Rating : 4.8/5 (47 download)

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Book Synopsis SNAP Matters by : Judith Bartfeld

Download or read book SNAP Matters written by Judith Bartfeld and published by Stanford University Press. This book was released on 2015-11-25 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1963, President Kennedy proposed making permanent a small pilot project called the Food Stamp Program (FSP). By 2013, the program's fiftieth year, more than one in seven Americans received benefits at a cost of nearly $80 billion. Renamed the Supplemental Nutrition Assistance Program (SNAP) in 2008, it currently faces sharp political pressure, but the social science research necessary to guide policy is still nascent. In SNAP Matters, Judith Bartfeld, Craig Gundersen, Timothy M. Smeeding, and James P. Ziliak bring together top scholars to begin asking and answering the questions that matter. For example, what are the antipoverty effects of SNAP? Does SNAP cause obesity? Or does it improve nutrition and health more broadly? To what extent does SNAP work in tandem with other programs, such as school breakfast and lunch? Overall, the volume concludes that SNAP is highly responsive to macroeconomic pressures and is one of the most effective antipoverty programs in the safety net, but the volume also encourages policymakers, students, and researchers to continue examining this major pillar of social assistance in America.

Food Stamp Program: Payment Errors and Trafficking Have Declined Despite Increased Program Participation

Author : Sigurd R. Nilsen
Publisher : DIANE Publishing
ISBN 13 : 143791439X
Total Pages : 28 pages
Book Rating : 4.4/5 (379 download)

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Book Synopsis Food Stamp Program: Payment Errors and Trafficking Have Declined Despite Increased Program Participation by : Sigurd R. Nilsen

Download or read book Food Stamp Program: Payment Errors and Trafficking Have Declined Despite Increased Program Participation written by Sigurd R. Nilsen and published by DIANE Publishing. This book was released on 2009-06 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: The U.S. Dept. of Agriculture's (USDA) Food Stamp Program is intended to help low-income individuals and families obtain a better diet by supplementing their income with benefits to purchase food. This testimony discusses two issues related to ensuring integrity of the program: (1) improper payments to food stamp participants; and (2) trafficking in food stamp benefits. For the payment error report, the auditor analyzed program quality control data and interviewed program stakeholders, including state and local officials. For the trafficking report, the auditor interviewed agency officials, visited field offices, conducted case file reviews, and analyzed data from the USDA¿s retailer database. Charts and tables.

The Effect on Dietary Quality of Participation in the Food Stamp and WIC Programs

Author : Parke Wilde
Publisher :
ISBN 13 :
Total Pages : 22 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Effect on Dietary Quality of Participation in the Food Stamp and WIC Programs by : Parke Wilde

Download or read book The Effect on Dietary Quality of Participation in the Food Stamp and WIC Programs written by Parke Wilde and published by . This book was released on 2000 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Using American Community Survey Data to Expand Access to the School Meals Programs

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309257204
Total Pages : 383 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Using American Community Survey Data to Expand Access to the School Meals Programs by : National Research Council

Download or read book Using American Community Survey Data to Expand Access to the School Meals Programs written by National Research Council and published by National Academies Press. This book was released on 2012-11-18 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: The National School Lunch and School Breakfast Programs, administered by the Food and Nutrition Service (FNS) of the U.S. Department of Agriculture (USDA), are key components of the nation's food security safety net, providing free or low-cost meals to millions of schoolchildren each day. To qualify their children each year for free or reduced-price meals, many families must submit applications that school officials distribute and review. To reduce this burden on families and schools and to encourage more children to partake of nutritious meals, USDA regulations allow school districts to operate their meals programs under special provisions that eliminate the application process and other administrative procedures in exchange for providing free meals to all students enrolled in one or more school in a district. FNS asked the National Academies' Committee on National Statistics and Food and Nutrition Board to convene a panel of experts to investigate the technical and operational feasibility of using data from the continuous American Community Survey (ACS) to estimate students eligible for free and reduced-price meals for schools and school districts. The ACS eligibility estimates would be used to develop "claiming percentages" that, if sufficiently accurate, would determine the USDA reimbursements to districts for schools that provided free meals to all students under a new special provision that eliminated the ongoing base-year requirements of current provisions. Using American Community Survey Data to Expand Access to the School Meals Program was conducted in two phases. It first issued an interim report (National Research Council, 2010), describing its planned approach for assessing the utility of ACS-based estimates for a special provision to expand access to free school meals. This report is the final phase which presents the panel's findings and recommendations.

A Consumer Food Data System for 2030 and Beyond

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309670748
Total Pages : 231 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis A Consumer Food Data System for 2030 and Beyond by : National Academies of Sciences, Engineering, and Medicine

Download or read book A Consumer Food Data System for 2030 and Beyond written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-08-20 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Patterns of food consumption and nutritional intake strongly affect the population's health and well-being. The Food Economics Division of USDA's Economic Research Service (ERS) engages in research and data collection to inform policy making related to the leading federal nutrition assistance programs managed by USDA's Food and Nutrition Service. The ERS uses the Consumer Food Data System to understand why people choose foods, how food assistance programs affect these choices, and the health impacts of those choices. At the request of ERS, A Consumer Food Data System for 2030 and Beyond provides a blueprint for ERS's Food Economics Division for its data strategy over the next decade. This report explores the quality of data collected, the data collection process, and the kinds of data that may be most valuable to researchers, policy makers, and program administrators going forward. The recommendations of A Consumer Food Data System for 2030 and Beyond will guide ERS to provide and sustain a multisource, interconnected, reliable data system.

Food Stamp Research

Author : Sharon Long
Publisher :
ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.X/5 (2 download)

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Book Synopsis Food Stamp Research by : Sharon Long

Download or read book Food Stamp Research written by Sharon Long and published by . This book was released on 1986 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Food Stamp Participation

Author : Steven Carlson
Publisher :
ISBN 13 :
Total Pages : 54 pages
Book Rating : 4.:/5 (2 download)

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Book Synopsis Food Stamp Participation by : Steven Carlson

Download or read book Food Stamp Participation written by Steven Carlson and published by . This book was released on 1986 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Food Stamp Research

Author : Sharon Long
Publisher :
ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Food Stamp Research by : Sharon Long

Download or read book Food Stamp Research written by Sharon Long and published by . This book was released on 1986 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data Meets Survey Science

Author : Craig A. Hill
Publisher : John Wiley & Sons
ISBN 13 : 1118976320
Total Pages : 784 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Big Data Meets Survey Science by : Craig A. Hill

Download or read book Big Data Meets Survey Science written by Craig A. Hill and published by John Wiley & Sons. This book was released on 2020-09-29 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a clear view of the utility and place for survey data within the broader Big Data ecosystem This book presents a collection of snapshots from two sides of the Big Data perspective. It assembles an array of tangible tools, methods, and approaches that illustrate how Big Data sources and methods are being used in the survey and social sciences to improve official statistics and estimates for human populations. It also provides examples of how survey data are being used to evaluate and improve the quality of insights derived from Big Data. Big Data Meets Survey Science: A Collection of Innovative Methods shows how survey data and Big Data are used together for the benefit of one or more sources of data, with numerous chapters providing consistent illustrations and examples of survey data enriching the evaluation of Big Data sources. Examples of how machine learning, data mining, and other data science techniques are inserted into virtually every stage of the survey lifecycle are presented. Topics covered include: Total Error Frameworks for Found Data; Performance and Sensitivities of Home Detection on Mobile Phone Data; Assessing Community Wellbeing Using Google Street View and Satellite Imagery; Using Surveys to Build and Assess RBS Religious Flag; and more. Presents groundbreaking survey methods being utilized today in the field of Big Data Explores how machine learning methods can be applied to the design, collection, and analysis of social science data Filled with examples and illustrations that show how survey data benefits Big Data evaluation Covers methods and applications used in combining Big Data with survey statistics Examines regulations as well as ethical and privacy issues Big Data Meets Survey Science: A Collection of Innovative Methods is an excellent book for both the survey and social science communities as they learn to capitalize on this new revolution. It will also appeal to the broader data and computer science communities looking for new areas of application for emerging methods and data sources.

Food Stamps

Author : United States. General Accounting Office
Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Food Stamps by : United States. General Accounting Office

Download or read book Food Stamps written by United States. General Accounting Office and published by . This book was released on 1988 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Compendium of HHS Evaluations and Relevant Other Studies

Author : HHS Policy Information Center (U.S.)
Publisher :
ISBN 13 :
Total Pages : 602 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Compendium of HHS Evaluations and Relevant Other Studies by : HHS Policy Information Center (U.S.)

Download or read book Compendium of HHS Evaluations and Relevant Other Studies written by HHS Policy Information Center (U.S.) and published by . This book was released on 1990 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Report of the Findings on Food Stamp Efficiency

Author : United States. Congress. Senate. Committee on Government Operations. Subcommittee on Federal Spending Practices, Efficiency, and Open Government
Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Report of the Findings on Food Stamp Efficiency by : United States. Congress. Senate. Committee on Government Operations. Subcommittee on Federal Spending Practices, Efficiency, and Open Government

Download or read book Report of the Findings on Food Stamp Efficiency written by United States. Congress. Senate. Committee on Government Operations. Subcommittee on Federal Spending Practices, Efficiency, and Open Government and published by . This book was released on 1975 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Quality Control Error Rates for the Food Stamp Program

Author : United States. General Accounting Office
Publisher :
ISBN 13 :
Total Pages : 44 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Quality Control Error Rates for the Food Stamp Program by : United States. General Accounting Office

Download or read book Quality Control Error Rates for the Food Stamp Program written by United States. General Accounting Office and published by . This book was released on 1985 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: A report to the US Congress on the confidence internal (CI) of state error rates for food stamp overissuances, underissuances, and improper denials/terminations concluded that state penalty sanctions for 1983 could range from approximately $0.7-$15.7 million, depending on the point at which the CI was used to calculate the state sanction. Using the CI midpoint (as is the convention of USDA's Food and Nutrition Service), the 1983 state sanctions would total about $6.7 million. The study also revealed a decline in error rates for overissuances between 1981-83 with little change in underissuances and improper denials/terminations. The procedures used to sample and estimate the error rates and their CI, and a summation of the USDA-official and state-reported error rates are included.