Browsing by Author "Williams A"

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    Effects of real-time electronic data entry on HIV programme data quality in Lusaka, Zambia.
    (2020-Mar-21) Moomba K; Williams A; Savory T; Lumpa M; Chilembo P; Tweya H; Harries AD; Herce M; Centre for Infectious Diseases Research in Zambia (CIDRZ), Lusaka, Zambia.; London School of Hygiene & Tropical Medicine, London, UK.; Institute for Global Health & Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.; Operational Centre Brussels, Medical Department, Médecins Sans Frontières - Operational Research Unit (LuxOR), MSF Luxembourg.; The Lighthouse Clinic, Lilongwe, Malawi.; International Union Against Tuberculosis and Lung Disease, Paris, France.
    SETTING: Human immunodeficiency virus (HIV) clinics in five hospitals and five health centres in Lusaka, Zambia, which transitioned from daily entry of paper-based data records to an electronic medical record (EMR) system by dedicated data staff (Electronic-Last) to direct real-time data entry into the EMR by frontline health workers (Electronic-First). OBJECTIVE: To compare completeness and accuracy of key HIV-related variables before and after transition of data entry from Electronic-Last to Electronic-First. DESIGN: Comparative cross-sectional study using existing secondary data. RESULTS: Registration data (e.g., date of birth) was 100% complete and pharmacy data (e.g., antiretroviral therapy regimen) was <90% complete under both approaches. Completeness of anthropometric and vital sign data was <75% across all facilities under Electronic-Last, and this worsened after Electronic-First. Completeness of TB screening and World Health Organization clinical staging data was also <75%, but improved with Electronic-First. Data entry errors for registration and clinical consultations decreased under Electronic-First, but errors increased for all anthropometric and vital sign variables. Patterns were similar in hospitals and health centres. CONCLUSION: With the notable exception of clinical consultation data, data completeness and accuracy did not improve after transitioning from Electronic-Last to Electronic-First. For anthropometric and vital sign variables, completeness and accuracy decreased. Quality improvement interventions are needed to improve Electronic-First implementation.