1. Handheld computers for self-administered sensitive data collection: A comparative study in Peru
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Marco A. Gonzales, Geoffrey P. Garnett, James P. Hughes, Wilfredo Evangelista, Patricia J. Garcia, Walter H. Curioso, Jesus M. Castagnetto, King K. Holmes, Antonio Bernabe-Ortiz, and Cesar Carcamo
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Adult ,Male ,Computers handheld ,Adolescent ,Medical Records Systems, Computerized ,020205 medical informatics ,Cross-sectional study ,Field data ,education ,Health Informatics ,02 engineering and technology ,computer.software_genre ,lcsh:Computer applications to medicine. Medical informatics ,Medical Records ,User-Computer Interface ,03 medical and health sciences ,0302 clinical medicine ,Surveys and Questionnaires ,Peru ,Statistics ,0202 electrical engineering, electronic engineering, information engineering ,Humans ,Medicine ,030212 general & internal medicine ,Categorical variable ,Data collection ,Multimedia ,business.industry ,Data Collection ,4. Education ,Health Policy ,Missing data ,Computer Science Applications ,Cross-Sectional Studies ,Sexual behavior ,Computers, Handheld ,Data Display ,lcsh:R858-859.7 ,Female ,Forms and Records Control ,business ,Mobile device ,computer ,Software ,Research Article - Abstract
Background Low-cost handheld computers (PDA) potentially represent an efficient tool for collecting sensitive data in surveys. The goal of this study is to evaluate the quality of sexual behavior data collected with handheld computers in comparison with paper-based questionnaires. Methods A PDA-based program for data collection was developed using Open-Source tools. In two cross-sectional studies, we compared data concerning sexual behavior collected with paper forms to data collected with PDA-based forms in Ancon (Lima). Results The first study enrolled 200 participants (18–29 years). General agreement between data collected with paper format and handheld computers was 86%. Categorical variables agreement was between 70.5% and 98.5% (Kappa: 0.43–0.86) while numeric variables agreement was between 57.1% and 79.8% (Spearman: 0.76–0.95). Agreement and correlation were higher in those who had completed at least high school than those with less education. The second study enrolled 198 participants. Rates of responses to sensitive questions were similar between both kinds of questionnaires. However, the number of inconsistencies (p = 0.0001) and missing values (p = 0.001) were significantly higher in paper questionnaires. Conclusion This study showed the value of the use of handheld computers for collecting sensitive data, since a high level of agreement between paper and PDA responses was reached. In addition, a lower number of inconsistencies and missing values were found with the PDA-based system. This study has demonstrated that it is feasible to develop a low-cost application for handheld computers, and that PDAs are feasible alternatives for collecting field data in a developing country.
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