A Data Quality Control Program for Computer-Assisted Personal Interviews

Simple item page
dc.contributor.authorSquires, Janet E.
dc.contributor.authorHutchinson, Alison M.
dc.contributor.authorBostrom, Anne-Marie
dc.contributor.authorDeis, Kelly
dc.contributor.authorNorton, Peter G.
dc.contributor.authorCummings, Greta G.
dc.contributor.authorEstabrooks, Carole A.
dc.date.accessioned2018-09-27T11:48:47Z
dc.date.available2018-09-27T11:48:47Z
dc.date.issued2012-12-10
dc.date.updated2018-09-27T11:48:47Z
dc.description.abstractResearchers strive to optimize data quality in order to ensure that study findings are valid and reliable. In this paper, we describe a data quality control program designed to maximize quality of survey data collected using computer-assisted personal interviews. The quality control program comprised three phases: (1) software development, (2) an interviewer quality control protocol, and (3) a data cleaning and processing protocol. To illustrate the value of the program, we assess its use in the Translating Research in Elder Care Study. We utilize data collected annually for two years from computer-assisted personal interviews with 3004 healthcare aides. Data quality was assessed using both survey and process data. Missing data and data errors were minimal. Mean and median values and standard deviations were within acceptable limits. Process data indicated that in only 3.4% and 4.0% of cases was the interviewer unable to conduct interviews in accordance with the details of the program. Interviewers’ perceptions of interview quality also significantly improved between Years 1 and 2. While this data quality control program was demanding in terms of time and resources, we found that the benefits clearly outweighed the effort required to achieve high-quality data.
dc.description.versionPeer Reviewed
dc.identifier.citationJanet E. Squires, Alison M. Hutchinson, Anne-Marie Bostrom, et al., “A Data Quality Control Program for Computer-Assisted Personal Interviews,” Nursing Research and Practice, vol. 2012, Article ID 303816, 8 pages, 2012. doi:10.1155/2012/303816
dc.identifier.doihttps://doi.org/10.1155/2012/303816
dc.identifier.urihttp://hdl.handle.net/1880/108332
dc.language.rfc3066en
dc.rights.holderCopyright © 2012 Janet E. Squires et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
dc.titleA Data Quality Control Program for Computer-Assisted Personal Interviews
dc.typeJournal Article
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
NRP.2012.303816.pdf
Size:
620.61 KB
Format:
Adobe Portable Document Format
Description:
Download
License bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
license.txt
Size:
0 B
Format:
Item-specific license agreed upon to submission
Description:
Download
Collections
Open Access Publications