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Permanent link (DOI): https://doi.org/10.7939/R3DB5X

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A data quality control program for computer-assisted personal interviews. Open Access

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Author or creator
Squires, J. E.
Hutchinson, A. M.
Bostrom, A. M.
Deis, K.
Norton, P. G.
Cummings, G. G.
Estabrooks, C. A.
Additional contributors
Subject/Keyword
computer-assisted research
interviews
data quality
medical databases
quality control
Type of item
Journal Article (Published)
Language
English
Place
Time
Description
Researchers 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.
Date created
2012
DOI
doi:10.7939/R3DB5X
License information
Creative Commons Attribution-Non-Commercial 3.0 Unported
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Citation for previous publication
Squires, J. E., Hutchinson, A. M., Bostrom, A. M., Deis, K., Norton, P. G., Cummings, G. G., & Estabrooks, C. A. (2012). A data quality control program for computer-assisted personal interviews. Nursing Research and Practice, 2012.  http://dx.doi.org/10.1155/2012/303816

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