Replication Data for: Hypothermia amongst neonatal admissions in Kenya: A Retrospective Cohort Study Assessing Prevalence, Trends, Risk Factors, and its Relationship with All-Cause Neonatal Mortality

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Replication Data for: Hypothermia amongst neonatal admissions in Kenya: A Retrospective Cohort Study Assessing Prevalence, Trends, Risk Factors, and its Relationship with All-Cause Neonatal Mortality
Wainaina, John; Ogero, Morris; Mumelo, Livingstone; Wairoto, Kefa; Mbevi, George; Tuti, Timothy; Mwaniki, Paul; Irimu, Grace; English, Mike; Aluvaala, Jalemba; The Clinical Information Network Author Group, 2023, "Replication Data for: Hypothermia amongst neonatal admissions in Kenya: A Retrospective Cohort Study Assessing Prevalence, Trends, Risk Factors, and its Relationship with All-Cause Neonatal Mortality", https://doi.org/10.7910/DVN/VDSUDE, Harvard Dataverse, V1, UNF:6:mjZsyi3XOts07bqrJ1m0Cw== [fileUNF]
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Description

This is a replication dataset for the publication titled: "Hypothermia amongst neonatal admissions in Kenya: A Retrospective Cohort Study Assessing Prevalence, Trends, Risk Factors, and its Relationship with All-Cause Neonatal Mortality".

Hypothermia among newborns has reported to increase risk of neonatal mortality. However, these reports have originated from small sampled studies, in small centers and in cross sectional designs. We utilized a large dataset spanning several years collected routinely from 21 different inpatient neonatal units among those born within those hospitals. This data contains `at/during birth` information, examination, diagnoses, treatments, and supportive care and finally discharge information. The objectives were to describe: (i) the burden of hypothermia on admission across 21 newborn units in Kenya, (ii) any trend in prevalence of hypothermia over time, (iii) risk factors for hypothermia at admission, and (iv) hypothermia’s association with inpatient neonatal mortality. The patient level information were analyzed from the `Inpatient Neonatal Dataset.RData`. To explore the role of ambient temperature, we access land surface data as substitutes for the room temperature in the NBU. These land surface temperatures were obtained from MODIS, a satellite source, with a spatial resolution of 1 kilometer (km). Through the Geographical Positioning System (GPS), we acquired the dataset that included daily temperature recordings specifically for the geographical areas of the study hospitals. Further information and specifics regarding the dataset can be found elsewhere (https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/MOD11A1). - `surface_data.csv`

Subject Medicine, Health and Life Sciences
Notes

Data Access: Open

License/Data Use Agreement

CC BY 4.0

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Hypothermia Study - Data_Codebook.pdf
Hypothermia Study - Data_Codebook.pdf
Adobe PDF - 252.4 KB
Published Oct 30, 2023
13 Downloads
MD5: 26d4de73828eab0b22a3505a0947b448
DocumentationVariable Codebook/Data Dictionary
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Hypothermia Study - Data_Readme.txt
Plain Text - 4.7 KB
Published Oct 30, 2023
7 Downloads
MD5: 1fcc11dc82aab1f781e9cd136b2c22b7
DocumentationReadme
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Inpatient Neonatal Dataset_anon.tab
Tabular Data - 32.4 MB
Published Oct 30, 2023
15 Downloads
92 Variables, 58804 Observations UNF:6:xPSgaGKw2Z4NkF4Wg1Gl9A==
This dataset was initially created in 2014 as a product of routine data capture of newborn unit clinical care processes with an aim to audit documentation, improve documentation, inculcate culture of use of data for policy and ward decisions and as a platform to embed research studies. Data involved in the analysis was a subset of a larger dataset with admissions starting Jan 2020 and ending March 2023 from 21 hospitals.
DataCSV
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surface_data.tab
Tabular Data - 7.7 MB
Published Oct 30, 2023
11 Downloads
5 Variables, 7581 Observations UNF:6:rkMs2vvZQus6ZiYctZoHJA==
DataCSV
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01_data_munging.R
R Syntax - 23.6 KB
Published Oct 30, 2023
10 Downloads
MD5: b96491838d1043d5b2d9c8f9588e6850
CodeR Script
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02_descriptive.R
R Syntax - 18.7 KB
Published Oct 30, 2023
11 Downloads
MD5: 98acf4f98705558c3f3c0701952ccaba
CodeR Script
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03_risk_models.R
R Syntax - 19.8 KB
Published Oct 30, 2023
10 Downloads
MD5: 647cedb04fddd536afc01fe0b94b0d08
CodeR Script
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