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  1. SMS surveys of selected expenditures
    Erschienen: 2020
    Verlag:  Department of Agricultural and Resource Economics, UCB, UC Berkeley, [Berkeley, CA]

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    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Online
    Schriftenreihe: CUDARE working papers
    Schlagworte: Panel data; text message survey; nonresponse bias; weighting
    Umfang: 1 Online-Ressource (circa 25 Seiten), Illustrationen
  2. Selection in surveys
    Erschienen: December 2021
    Verlag:  Statistics Norway, Research Department, Oslo

    We evaluate how nonresponse affects conclusions drawn from survey data and consider how researchers can reliably test and correct for nonresponse bias. To do so, we examine a survey on labor market conditions during the COVID-19 pandemic that used... mehr

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    We evaluate how nonresponse affects conclusions drawn from survey data and consider how researchers can reliably test and correct for nonresponse bias. To do so, we examine a survey on labor market conditions during the COVID-19 pandemic that used randomly assigned financial incentives to encourage participation. We link the survey data to administrative data sources, allowing us to observe a ground truth for participants and nonparticipants. We find evidence of large nonresponse bias, even after correcting for observable differences between participants and nonparticipants. We apply a range of existing methods that account for nonresponse bias due to unobserved differences, including worst-case bounds, bounds that incorporate monotonicity assumptions, and approaches based on parametric and nonparametric selection models. These methods produce bounds (or point estimates) that are either too wide to be useful or far from the ground truth. We show how these shortcomings can be addressed by modeling how nonparticipation can be both active (declining to participate) and passive (not seeing the survey invitation). The model makes use of variation from the randomly assigned financial incentives, as well as the timing of reminder emails. Applying the model to our data produces bounds (or point estimates) that are narrower and closer to the ground truth than the other methods.

     

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    Sprache: Englisch
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    Weitere Identifier:
    hdl: 10419/250138
    Schriftenreihe: Discussion papers / Statistics Norway, Research Department ; 971
    Schlagworte: survey; nonresponse; nonresponse bias
    Umfang: 1 Online-Ressource (circa 95 Seiten), Illustrationen
  3. On the fade-away of an initial bias in longitudinal surveys
    Erschienen: [2022]
    Verlag:  Freie Universität Berlin, Berlin

    We propose a novel view of selection bias in longitudinal surveys. Such bias may arise from initial nonresponse in a probability sample, or it may be caused by self-selection in an internet survey. A contraction theorem from mathematical demography... mehr

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    We propose a novel view of selection bias in longitudinal surveys. Such bias may arise from initial nonresponse in a probability sample, or it may be caused by self-selection in an internet survey. A contraction theorem from mathematical demography is used to show that an initial bias can "fade-away" in later panel waves, if the transition laws in the observed sample and the population are identical. Panel attrition is incorporated into the Markovian framework. Extensions to Markov chains of higher order are given, and the limitations of our approach under population heterogeneity are discussed. We use empirical data from a German Labour Market Panel to demonstrate the extend and speed of the fade-away effect. The implications of the new approach on the treatment of nonresponse, and attrition weighting, are discussed.

     

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    Weitere Identifier:
    hdl: 10419/251119
    Schriftenreihe: Array ; 2022, 4
    Schlagworte: Longitudinal survey; panel survey; internet recruitment; panel attrition; nonresponse bias; self-selection bias; Markov chain; Mover-Stayer model; weak ergodicity
    Umfang: 1 Online-Ressource (circa 28 Seiten), Illustrationen
  4. Evaluating the efficacy of SMS surveys for measuring household welfare and firm performance
    Erschienen: [2022]
    Verlag:  Department of Agricultural and Resource Economics, UCB, UC Berkeley, [Berkeley, CA]

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    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Online
    Schriftenreihe: CUDARE working papers
    Schlagworte: Panel data; text message survey; nonresponse bias; weighting
    Umfang: 1 Online-Ressource (circa 35 Seiten), Illustrationen
  5. Nonresponse bias in trust surveys
    Erschienen: February 23, 2023
    Verlag:  Research Institute of Industrial Economics, Stockholm, Sweden

    Social trust is typically measured using surveys that ask people if they agree that most people can be trusted. A potential problem is that falling response rates plague these surveys. If nonresponses are systematic, comparisons of social trust over... mehr

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    Social trust is typically measured using surveys that ask people if they agree that most people can be trusted. A potential problem is that falling response rates plague these surveys. If nonresponses are systematic, comparisons of social trust over time will be biased. We examine social and legal trust among non-respondents by conducting a classroom survey where the first part included questions on social and institutional trust and is answered during class, whereas a second part of the survey is handed in by respondents later. Surveys from 300 Danish and Swedish university students suggest that if anything, social trust among survey responders is somewhat lower than among non-responders. Using two waves of the Swedish National Election Study, we also show that conditional on education, social trust is uncorrelated to dropping out of the panel survey.

     

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    Sprache: Englisch
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    Format: Online
    Schriftenreihe: IFN working paper ; no. 1455 (2023)
    Schlagworte: Social trust; legal trust; survey data; nonresponse bias
    Umfang: 1 Online-Ressource (circa 25 Seiten), Illustrationen
  6. Nonresponse bias in economic surveys
    evidence from merging Israeli administrative and survey data
    Erschienen: July 2022
    Verlag:  The Maurice Falk Institute for Economic Research in Israel Ltd., Jerusalem, Israel

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    Schriftenreihe: Discussion paper / Maurice Falk Institute for Economic Research in Israel Ltd. ; no. 22, 01
    Schlagworte: nonresponse bias; selection bias; survey data; administrative data; difficulty of reaching; number of contact attempts; paradata; unemployment; expenditure; income
    Umfang: 1 Online-Ressource (circa 48 Seiten), Illustrationen
  7. Measuring unemployment in crisis
    effects of COVID-19 on potential biases in the CPS
    Erschienen: [2023]
    Verlag:  [The Federmann Center for the Study of Rationality], [Jerusalem, Israel]

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    Sprache: Englisch
    Medientyp: Buch (Monographie)
    Format: Online
    Schriftenreihe: [Discussion paper / The Hebrew University of Jerusalem, The Federmann Center for the Study of Rationality] ; [# 753 (April 2023)]
    Schlagworte: unemployment; COVID; rotation group bias; nonresponse bias; selection bias; survey data; difficulty of reaching; number of contact attempts; paradata
    Umfang: 1 Online-Ressource (circa 29 Seiten), Illustrationen
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    Die Zählung der Reihe wurde der Übersicht in einen später erschienenen Stück entnommen

  8. Estimating the U.S. Citizen Voting-Age Population (CVAP) using blended survey data, administrative record data, and modeling technical report

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    Format: Online
    Schriftenreihe: Working papers / Center for Economic Studies, U.S. Census Bureau ; 23, 21 (April 2023)
    Schlagworte: citizenship; administrative records; voting-age population; nonresponse bias
    Umfang: 1 Online-Ressource (circa 106 Seiten), Illustrationen