data reporting

Tuberculosis (TB) is geographically heterogeneous, and geographic targeting can improve the impact of TB interventions. However, standard TB notification data may not sufficiently capture this heterogeneity. Better understanding of patient reporting patterns (discrepancies between residence and place of presentation) may improve our ability to use notifications to appropriately target interventions. Using demographic data and TB reports from Dhaka North City Corporation and Dhaka South City Corporation, we identified wards of high TB incidence and developed a TB transmission model. We calibrated the model to patient-level data from selected wards under four different reporting pattern assumptions and estimated the relative impact of targeted versus untargeted active case finding. Movement of individuals seeking TB diagnoses may substantially affect ward-level TB transmission. Better understanding of patient reporting patterns can improve estimates of the impact of targeted interventions in reducing TB incidence. Incorporating high-quality patient-level data is critical to optimizing TB interventions.

In this qualitative study, we aimed to understand how community and healthcare providers' perceptions and practices around stillbirth influence stillbirth data quality in Afghanistan. We collected data through 55 in-depth interviews with women and men that recently experienced a stillbirth, female elders, community health workers, healthcare providers, and government officials in Kabul province, Afghanistan between October-November 2017. The results showed that at the community level, there was variation in local terminology and interpretation of stillbirth which did not align with the biomedical categories of stillbirth and miscarriage and could lead to misclassification. At the facility level, we identified that healthcare providers' practices, driven by institutional culture and demands, family pressure, and socio-cultural influences, could contribute to under-reporting or misclassification of stillbirths. Data collection methodologies need to take into consideration the socio-cultural context and investigate thoroughly how perceptions and practices might facilitate or impede stillbirth reporting in order to make progress on data quality improvements for stillbirth.

Road traffic injuries (RTIs) are commonly under-reported in low- and-medium-income countries. This study aimed to estimate the number of RTIs and determine the magnitude of under-reporting by traffic police and hospital registries. The police registry captured 14.4% of the estimated number of RTIs and the hospitals captured 60.4%. The estimated number of RTIs was higher than reported by either the police or the hospitals alone. Neither the police nor the hospitals provided accurate data on RTIs, calling for the strengthening of both sources of data.

Objective: To assess whether linking the Global Alliance for Vaccine and Immunization (GAVI) service support with performance-based interventions has influenced the quality of reporting and of immunization systems. GAVI Service Support (ISS) combines performance assessment, recommendations and implementation support with financial reward.

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