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Author:Hitczenko, Marcin 

Working Paper
Modeling anchoring effects in sequential Likert scale questions

Surveys in many different research fields rely on sequences of Likert scale questions to assess individuals' general attitudes toward a set of related topics. Most analyses of responses to such a series do not take into account the potential measurement error introduced by the context effect we dub "sequential anchoring," which occurs when the rating for one question influences the rating given to the following question by favoring similar ratings. The presence of sequential anchoring can cause systematic bias in the study of relative ratings. We develop a latent-variable framework for ...
Working Papers , Paper 13-15

Working Paper
Optimal recall period length in consumer payment surveys

Surveys in many academic fields ask respondents to recall the number of events that occurred over a specific period of time with the goal of learning about the mean frequency of these events among the population. Research has shown that the choice of the recall period, particularly the length, affects the results by influencing the cognitive recall process. We combine experimental recall data with use data to learn about this relationship in the context of consumer payments, specifically for the mean frequency of use of the four most popular payment instruments (cash, credit card, debit card, ...
Working Papers , Paper 13-16

Working Paper
Measuring unfamiliar economic concepts: the case of prepaid card adoption

Recent evidence suggests that the use of prepaid cards is growing in the United States. The study of how prepaid cards fit into the existing payments market requires accurate data about the adoption of prepaid cards among consumers. This paper describes several experiments conducted by the Consumer Payments Research Center that compare the efficacy of various question forms regarding reported adoption rates. A primary focus is on the effect of "disaggregation" or asking about adoption of a number of prepaid card categories sequentially rather than asking about adoption of prepaid cards as a ...
Working Papers , Paper 14-9

Working Paper
The influence of gender and income on the household division of financial responsibility

This paper studies how gender and income dynamics influence the division of responsibility in two-adult households for various activities, including those tasks directly related to financial decisionmaking. The data, from the 2012 Survey of Consumer Payment Choice, consist of the respondents? categorical self-assessments of their individual levels of responsibility for various tasks. A data construct, in which some households have both adults participate in the survey, is exploited to develop a penalized latent variable model that accounts for systemic response errors. The data reveal that ...
Working Papers , Paper 16-20

Report
The 2015 and 2016 diaries of consumer payment choice: technical appendix

This document serves as the technical appendix to the 2015 and 2016 editions of the Diary of Consumer Payment Choice (DCPC) administered by the Center for Economic and Social Research. The DCPC is a study designed primarily to collect data on financial transactions over a three-day period by U.S. consumers ages 18 and older. In this data report, we detail the technical aspects of the survey design, implementation, and analysis.
Research Data Report , Paper 18-2

Report
The 2011 and 2012 Surveys of Consumer Payment Choice: technical appendix

This document serves as the technical appendix to the 2011 and 2012 Surveys of Consumer Payment Choice. The Survey of Consumer Payment Choice (SCPC) is an annual study designed primarily to study the evolving attitudes to and use of various payment instruments by consumers over the age of 18 in the United States. The main report, which introduces the survey and discusses the principal economic results, can be found on http://www.bostonfed.org/economic/cprc/SCPC. In this data report, we detail the technical aspects of the survey design, implementation, and analysis.
Research Data Report , Paper 14-2

Report
The 2014 survey of consumer payment choice: technical appendix

This document serves as the technical appendix to the 2014 Survey of Consumer Payment Choice administered by the RAND Corporation. The Survey of Consumer Payment Choice (SCPC) is an annual study designed primarily to collect data on attitudes to and use of various payment instruments by consumers over the age of 18 in the United States. The main report, which introduces the survey and discusses the principal economic results, can be found at http://www.bostonfed.org/economic/cprc/SCPC. In this data report, we detail the technical aspects of the survey design, implementation, and analysis.
Research Data Report , Paper 16-4

Report
Battery order effects on relative ratings in Likert scales

Likert-scale batteries, sequences of questions with the same ordinal response choices, are often used in surveys to collect information about attitudes on a related set of topics. Analysis of such data often focuses on the study of relative ratings or the likelihood that one item is given a lower (or higher) rating than another item. This work studies how different orderings of the items within a battery and, in particular, the relative location of items affect relative rating distributions. We take advantage of data from the 2012?2014 Survey of Consumer Payment Surveys, in which item order ...
Research Data Report , Paper 17-2

Report
Estimating population means in the 2012 Survey of Consumer Payment Choice

This report examines the effect of adding to a longitudinal panel on estimates of population parameters in the 2012 Survey of Consumer Payment Choice (SCPC) more than 1,000 newly recruited respondents specifically targeted to fill segments of the U.S. population that tend to be underbanked and underrepresented in the longitudinal panel. In many ways, the new respondents have fundamentally different characteristics from the ongoing respondents. To minimize confounding sources of change to annual estimates when making comparisons across years, the official 2012 SCPC publication was based on the ...
Research Data Report , Paper 15-2

Report
Identifying and evaluating sample selection bias in consumer payment surveys

Making meaningful inferences based on survey data depends on the ability to recognize and adjust for discrepancies between the survey respondents and the target population; this partly involves understanding how survey samples differ with respect to heterogeneous clusters of the population. Ex post adjustments for unbiased population parameter estimates are usually based on easily measured variables with known distributions in the target population, like age, gender, or income. This paper focuses on identifying and assessing the effect of an overlooked source of heterogeneity and potential ...
Research Data Report , Paper 15-7

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