UZIMA-DS Depression_Symptoms_Kenyan_HCW issues

UZIMA-DS / Depression_Symptoms_Kenyan_HCW

This repository contains all the code used in the study on depression symptoms among Kenyan healthcare workers and the associated risk factors, conducted under the UZIMA-DS research hub.

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Depression paper

#11 andrewaballa opened 1 month ago
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Depression paper

#10 andrewaballa opened 1 month ago
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PHQ-9 cutoff of 10

#9 andrewaballa opened 1 month ago
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Develop a logistic regression model with backward elimination to identify the most important demographic, workplace, life, and mental health factors associated with depression

#6 dorcasgicuku opened 2 months ago
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Use the Chi-square test (binary) or Mann-Whitney U (continuous) test to identify demographic, workplace, life, and mental health factors most associated with depression at a 95% confidence level.

#5 dorcasgicuku opened 2 months ago
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Summarize individual factors , life experiences, mental health factors, workplace factors based on the PHQ-9 categories(0-9 and 10 and above)

#4 dorcasgicuku opened 2 months ago
2
Summary statistics: demographic information, mental health outcomes, workplace factors, and life experiences. Summarize binary data using frequencies and percentages Summarize continuous outcomes using medians and IQR

#3 dorcasgicuku opened 2 months ago
3
Use the PHQ-9 cutoff of ≥10 to determine the proportion of cases

#2 dorcasgicuku opened 2 months ago
2
Data Quality Assesment

#1 dorcasgicuku opened 2 months ago
0