Text · dataset · 2026
Data for: "Proof-of-concept trial of electronic monitoring devices for adolescents living with HIV in Zimbabwe"
Listed in LSHTM Data Compass
The VITALITY randomised controlled trial investigated the effectiveness of vitamin D and calcium supplementation on bone density in adolescents living with HIV.
Description
Nested within VITALITY, this pilot trial investigated the effectiveness of electronic monitoring devices (EMDs) on adherence to vitamin D supplementation in Harare, Zimbabwe. 169 adolescents living with HIV were randomised to receive an EMD (N=97) or no EMD (n=72) for 24 weeks. 84 of the adolescents were taking vitamin D supplements (N=50 with EMD, N=34 without EMD).
The pilot trial compared 25OHD levels in blood between the EMD and non-EMD participants receiving vitamin D supplements after 24 weeks as a marker of adherence. This record contains two datasets, an R script, Stata do file, and accompanying documentation: (1) The ‘EMD_minimal_deidentified’ dataset contains records on 97 participants who were randomly allocated to receive an electronic monitoring device and 72 participants who were randomly allocated to not receive one.
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It can be analysed with the Stata do file “Minimal dataset.do”, which replicates the pilot trial analysis of adherence and vitamin D level by EMD arm, among those who were receiving vitamin D supplement in the parent VITALITY trial. (2) The ‘ml_preprocessed_for_R’ dataset contains records on 97 participants who received an electronic monitoring device. It can be analysed with the R script “clustering_deidentified.R, which reproduces the unsupervised machine learning techniques for exploratory analysis of patterns of EMD use over 24 weeks, using k-means clustering, k-medoids clustering, hierarchical agglomerative clustering and Gaussian mixture model.
Links
Where it is published
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/5346/10/EMD_pilot_trial_data.zip ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/5346/3/clustering_deidentified.R ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/5346/4/Minimal_dataset.do ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/5346/5/VITALITY_V03A_Adherence_to_vitamin_D_13-17_as… ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/5346/6/VITALITY_V03B_Adherence_to_vitamin_D_study_18… ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/5346/11/EMD_pilot_trial_data_codebook.html ↗
landing page · from lshtm ac uk
- DOI doi.org/10.17037/data.00005346 ↗
DOI / persistent id · from lshtm ac uk
Catalogue records · 1
- OAI-PMH record datacompass.lshtm.ac.uk/cgi/oai2?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3… ↗
metadata API · from lshtm ac uk
Topics
- From keywords
- Earth & Environmental Science · Humanities · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Nutrition and dietetics 69%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| LSHTM Data Compass | oai:datacompass.lshtm.ac.uk:5346 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].anzsrc:group:3210 | enrichment · lshtm ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:earth-environmental | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| description | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| title | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/title |