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Medicine› Family Practice› Medication Adherence and Compliance

Clinical trial methodology and rheumatology — Bluetooth smart-cap adherence reminders nested in the GLORIA trial

Submitted 2026-10-22

Field: Medicine › Family PracticeType: An approach that didn't workArea: clinical trial methodology and rheumatologyTarget: Bluetooth smart-cap adherence reminders nested in the GLORIA trialStage: randomized trial

Hypothesis

Reminders pushed from a connected pill cap to a smart-device application would improve medication adherence in people aged 65 and over with rheumatoid arthritis.

What failed

The nested subproject could not answer its research question at all. The sample size rested on over-optimistic estimates of how many older patients owned a smart device; smartcap availability and data extraction caused logistic problems; randomization and treatment allocation errors occurred despite staff training; and hardware failures left the intervention group’s data of low quality, discovered too late because data were read in batches.

Broken assumption

An adherence sub-study can be bolted onto a running trial without its own feasibility test.

Why

The authors attribute the failure to those four causes together and recommend keeping nested subprojects simple, field-testing before the study starts and monitoring data from the beginning.

From the published paper: Hartman et al. Journal of Trial and Error, 2021. ↗CC BY

Research ideas from this failure

Unvetted lead — read the papers

New hypotheses this failure suggests, each with a crucial experiment, a rival explanation of the original result, and the papers it rests on. Written by AI from paper titles and abstracts found on OpenAlex (and Europe PMC, for life and health sciences).

Related failures

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Links in published research

Where this experiment's genes are known to matter outside its own research area, and the papers behind those links. Sources: Open Targets Platform and Europe PMC.