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A Characterisation and Profiling of District Health Indicators in Zimbabwe: An Application of Principal Component Analysis in a Data Limited Setting
Published 2015-12-01“…The data was extracted from the 2012 Zimbabwe Health information database, the 2012 National Census and the 2011 Prices, Income and Expenditure Survey. **Results:** The analysis of the data resulted in the construction of 10 mutually exclusive principal composite indices, which included demographic, child related, disease related and health systems related indices. …”
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Prevalence of prolonged grief disorder and its symptoms among bereaved individuals in China: a systematic review and meta-analysis
Published 2024-04-01“…PGD and its symptoms were most prevalent among those who had lost their only child (22.7%) and those bereaved by earthquakes (80.4%), respectively. …”
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Residence-based disparities of composite index of anthropometric failures in East African under five children; multivariate decomposition analysis
Published 2025-02-01“…Wealth index, mother’s education, age of child, type of birth, sex of child and birth interval inequality between rural and urban households explains most of the composite index of anthropometric failure disparity in children under-5 years old. …”
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Numerical Low-Back Booster Analysis in a 6-Year-Old Infant during a Dolly Rollover Test
Published 2020-01-01“…This paper analyzes the possible head and chest injuries, produced in a Hybrid III dummy model of a six-year-old child during a rollover test, while the child uses a passive safety system low-back booster (LBB). …”
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The influence of spousal care on the health of middle-aged and older adult caregivers in China—empirical analysis based on CHARLS data
Published 2025-02-01“…ObjectivesWith the decrease of the number of children and the increase of population mobility, child care presents a phenomenon of “double shortage” of human and time resources, and spousal care is becoming an important care source for middle-aged and older adult people in China. …”
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Trends in the levels, causes, and risk factors of maternal mortality in Pakistan: A comparative analysis of national surveys of 2007 and 2019.
Published 2025-01-01“…<h4>Methods</h4>This study compares the results of secondary data analysis of the Pakistan Maternal Mortality Survey 2019 with the Pakistan Demographic and Health Survey 2007. …”
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Challenges in reducing grand multiparity rates in Ethiopia: an analysis of 2019 EDHS data using a multilevel model approach
Published 2025-02-01“…Multilevel multivariable logistic regression analysis was employed to model the hierarchical data. …”
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Mortality Prediction Using SaO2/FiO2 Ratio Based on eICU Database Analysis
Published 2021-01-01“…The hyperparameters selected to train the final models were as follows: colsample_bytree of 0.8, gamma of 1, max_depth of 3, subsample of 1, min_child_weight of 10, and scale_pos_weight of 3. The SHAP, ELI5, and XGBoost feature importance analysis demonstrates that the S/F ratio ranks as the strongest predictor for mortality amongst the physiologic variables. …”
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Mapping neonatal vulnerability using the Small Vulnerable Newborn (SVN) framework—secondary analysis of PRISMA Pakistan studyResearch in context
Published 2025-02-01“…Identification and targeted interventions are imperative to mitigate adverse birth outcomes and optimize child growth and development. Funding: No funding was received for this secondary data analysis.…”
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