Study Design and Data Sources Clause Samples

Study Design and Data Sources. DialysisConnect was a pre-post pilot study conducted at Emory University Hospital Midtown (EUHM) and four Emory affiliated dialysis clinics in metropolitan Atlanta. All admissions at EUHM among Emory Dialysis patients on or after 1/1/19 and discharged before or on 5/31/21 (end of pilot) were included. EUHM electronic health record (EHR) data were used to identify all admissions and outcomes, except for post-discharge mortality, which was identified using Emory Dialysis EHR data. Patients receiving dialysis were identified in the EUHM EHR using ICD-10 diagnosis codes related to dialysis (any of: N18.6, Z99.2, Z91.1, V45.11, V45.12); in a preliminary sensitivity analysis using pre-pilot data, this method was shown to capture 99% of admissions for Emory Dialysis patients. We identified a total of 1046 index admissions among 396 individuals in the period 1/1/19-5/31/21, excluding events with discharge status of expired, left against medical advice, and planned readmissions. The study protocol and waiver of patient consent were approved by the Emory University Institutional Review Board.
Study Design and Data Sources. We conducted a retrospective analysis of a cohort created through the linkage of Georgia birth records and hospital discharge records from 1999 through 2006. Utilizing unique maternal identifiers, we were able to explore the linked vital statistics and administrative data for each mother-infant pair, as well as longitudinal records for consecutive births to the same woman (if they occurred within the identified timeframe). This technique both broadened our list of potential covariates for analysis, and validated those variables which appeared in both datasets. and second-order, live births. We then removed duplicate entries and excluded non- ▇▇▇▇▇▇▇▇▇ births, deliveries at <20 weeks gestational age, and births with missing PNC measures. Our ultimate study population included only the ▇▇▇▇▇▇▇▇▇, second-order, live births at ≥20 weeks gestational age to women whose first-order birth (if it occurred in Georgia between 1999 and 2006) was a CD, and whose birth of interest for this analysis was a VBAC or RCD.
Study Design and Data Sources. The NICHE study was a cluster-randomized, longitudinal cohort trial with the primary objectives to measure the effectiveness of Sprinkles distribution through an integrated health promotion and income-generating program, and to measure the impact of Sprinkles sales on iron deficiency and anemia among young children. The secondary objectives include: to estimate the impact of Sprinkles sales on disease morbidity such as diarrhea, fever, and cough incidence in young children. Monitoring of sprinkles sales and use, and biological impact took place in both arms of the study. Sources of monitoring data are presented in Table 3.1 and included: 1) cross- sectional baseline and follow-up surveys, including measurement of selected biomarkers and anthropometry; 2) SWAP office records of Sprinkles sales to vendors; 3) biweekly household monitoring of the selected cohort to determine Sprinkles use and health status; and 4) qualitative data collection, including focus groups and key informant interviews with vendors. Quantitative and qualitative data monitoring were integrated to increase understanding of the intervention delivery and utilization as well as confidence in the validity of the findings (83). 3.1: Sources of Monitoring Data for Sprinkles Intervention Data Source Target participants Type of research Date 3.3.1. Sample size calculation 3.3.2. Subject selection for quantitative data collection Figure 3.1 describes the selection of the cohort. Of 1420 sampled children, 1079 were enrolled, indicating an enrollment rate of 75.9%. There were no differences in enrollment rates between intervention and comparison areas. Among the 341 excluded from the study, 33.3% of children were outside of the age range (due to discrepancies in date of births reported during census), 2.9% of parents did not give consent, and 63.8% of children were unavailable for enrollment on 3 separate household visits. This resulted in an enrollment of 567 children in the intervention villages, and 512 children in the comparison villages. During the course of the study, any person found to be ill, severely anemic (hemoglobin < 7 g/dL), or febrile was referred for treatment to the nearest hospital or clinic. Figure 3.1. Selection of study subjects for the NICHE study.

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