Semi-supervised and un-supervised clustering: A review and experimental evaluation

K Taha - Information Systems, 2023 - Elsevier
Retrieving, analyzing, and processing large data can be challenging. An effective and
efficient mechanism for overcoming these challenges is to cluster the data into a compact …

The role and challenges of cluster randomised trials for global health

L Dron, M Taljaard, YB Cheung, R Grais… - The Lancet Global …, 2021 - thelancet.com
Evaluating whether an intervention works when trialled in groups of individuals can pose
complex challenges for clinical research. Cluster randomised controlled trials involve the …

Aqueous skin antisepsis before surgical fixation of open fractures (Aqueous-PREP): a multiple-period, cluster-randomised, crossover trial

GP Slobogean, S Sprague, JL Wells, M Bhandari… - The Lancet, 2022 - thelancet.com
Background Chlorhexidine skin antisepsis is frequently recommended for most surgical
procedures; however, it is unclear if these recommendations should apply to surgery …

Goals for girls: a cluster-randomized trial to investigate a school-based sexual health programme amongst female learners in South Africa

C Pike, C Coakley, N Ahmed, D Lee… - Health education …, 2023 - academic.oup.com
The delivery of comprehensive sexuality education to adolescents at school is recognized
as a long-term strategy to support adolescent health. Suboptimal sexual and reproductive …

Mortality in HIV and tuberculosis patients following implementation of integrated HIV-TB treatment: Results from an open-label cluster-randomized trial

K Naidoo, S Gengiah, N Yende-Zuma, R Mlobeli… - …, 2022 - thelancet.com
Background HIV-TB treatment integration reduces mortality. Operational implementation of
integrated services is challenging. This study assessed the impact of quality improvement …

Sample size estimation for cluster randomized controlled trials

DC Ribeiro, S Milosavljevic, JH Abbott - Musculoskeletal Science and …, 2018 - Elsevier
Cluster randomized controlled trials (cRCTs) are commonly used by clinical researchers.
The advantages of cRCTs include preventing treatment contamination, enhancing …

A stepped wedge cluster randomised trial of nurse-delivered Teach-Back in a consumer telehealth service

S Morony, KR Weir, KJL Bell, J Biggs, G Duncan… - PLoS …, 2018 - journals.plos.org
Objective To evaluate the impact of Teach-Back on communication quality in a national
telephone-based telehealth service, for callers varying in health literacy. Design Cross …

Unequal cluster sizes in stepped-wedge cluster randomised trials: a systematic review

C Kristunas, T Morris, L Gray - BMJ open, 2017 - bmjopen.bmj.com
Objectives To investigate the extent to which cluster sizes vary in stepped-wedge cluster
randomised trials (SW-CRT) and whether any variability is accounted for during the sample …

Methods for dealing with unequal cluster sizes in cluster randomized trials: A sco** review

D Zhan, L Xu, Y Ouyang, R Sawatzky, H Wong - Plos one, 2021 - journals.plos.org
In a cluster-randomized trial (CRT), the number of participants enrolled often varies across
clusters. This variation should be considered during both trial design and data analysis to …

An imbalance in cluster sizes does not lead to notable loss of power in cross-sectional, stepped-wedge cluster randomised trials with a continuous outcome

CA Kristunas, KL Smith, LJ Gray - Trials, 2017 - Springer
Background The current methodology for sample size calculations for stepped-wedge
cluster randomised trials (SW-CRTs) is based on the assumption of equal cluster sizes …