Analysing the probability of attrition in a longitudinal survey
Analysing the probability of attrition in a longitudinal survey
This paper aims to analyse predictors of attrition in a major UK longitudinal survey, the Family and Children Study, and thus to contribute to a deeper understanding of
the process and reasons for attrition as a social phenomenon. Multilevel modelling techniques are used to analyse attrition across several waves accounting for clustering of sample members within interviewers. The models are guided by current conceptual frameworks and theories of survey participation. The analysis also explores the role of the interviewer in gaining cooperation in a longitudinal study, in particular investigating effects of changes of interviewers across waves. An advantage of the data is that relatively rich information on both respondents and non-respondents is available from early waves and from interviewer observations
attrition, interviewer effects, interviewer variance, multilevel modelling, UK Families and Children Study
Southampton Statistical Sciences Research Institute, University of Southampton
Durrant, Gabriele B.
14fcc787-2666-46f2-a097-e4b98a210610
Goldstein, Harvey
2dbd6fb2-6cd0-4364-84c3-80440bcc6558
2 August 2010
Durrant, Gabriele B.
14fcc787-2666-46f2-a097-e4b98a210610
Goldstein, Harvey
2dbd6fb2-6cd0-4364-84c3-80440bcc6558
Durrant, Gabriele B. and Goldstein, Harvey
(2010)
Analysing the probability of attrition in a longitudinal survey
(S3RI Methodology Working Papers, M10/08)
Southampton, GB.
Southampton Statistical Sciences Research Institute, University of Southampton
24pp.
Record type:
Monograph
(Working Paper)
Abstract
This paper aims to analyse predictors of attrition in a major UK longitudinal survey, the Family and Children Study, and thus to contribute to a deeper understanding of
the process and reasons for attrition as a social phenomenon. Multilevel modelling techniques are used to analyse attrition across several waves accounting for clustering of sample members within interviewers. The models are guided by current conceptual frameworks and theories of survey participation. The analysis also explores the role of the interviewer in gaining cooperation in a longitudinal study, in particular investigating effects of changes of interviewers across waves. An advantage of the data is that relatively rich information on both respondents and non-respondents is available from early waves and from interviewer observations
Text
s3ri-workingpaper-M10-08.pdf
- Other
More information
Published date: 2 August 2010
Keywords:
attrition, interviewer effects, interviewer variance, multilevel modelling, UK Families and Children Study
Identifiers
Local EPrints ID: 161623
URI: http://eprints.soton.ac.uk/id/eprint/161623
PURE UUID: 29e084c5-f542-467d-b256-c6b382b4d297
Catalogue record
Date deposited: 02 Aug 2010 13:11
Last modified: 18 May 2024 01:36
Export record
Contributors
Author:
Harvey Goldstein
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics