Study title
Error trade-offs in panel surveys 2012-2015
Creator
Study number / PID
852330 (UKDA)
10.5255/UKDA-SN-852330 (DOI)
Data access
Open
Series
Abstract
Panel surveys involve groups of people or households that are followed over time. From panel surveys,a lot can be learnt as long as the measurement of all topics of interest is without error. There are two sources of error that threaten to make panel data invalid and unreliable. First, nonresponse among specific respondents, and second errors in measurement of the topic of interest using survey questions. Survey methodologists worry that errors due to nonresponse and measurement interact. Some reasons for nonresponse might at the same time also be a reason for reporting with more measurement error. Lower cognitive abilities, complex income compositions, or language difficulties are among these. In this research project, trade-offs and common causes for both nonresponse error and measurement error are studied using a Latent Variable modeling approach, using data from the British Household Panel Survey.Understanding the trade-off better will enable researchers to compare the nature and size of both errors, and make better informed decisions in trying to limit survey errors, and reduce the costs of trying to minimise such errors.
Topics
Keywords
Methodology
Data collection period
31/12/2012 - 30/12/2015
Country
Time dimension
Not availableAnalysis unit
Universe
Not availableSampling procedure
Not availableKind of data
Data collection mode
Funding information
Grant number
ES/K001027/1
Access
Publisher
UK Data Service
Publication year
2016