Examining the effectiveness of telemonitoring with routinely acquired blood pressure data in primary care: challenges in the statistical analysis.
Richard Anthony ParkerPaul PadfieldJanet HanleyHilary PinnockJohn KennedyAndrew StoddartVicky HammersleyAziz SheikhBrian McKinstryPublished in: BMC medical research methodology (2021)
The four analyses provide additional evidence for the effectiveness of telemonitoring in controlling BP in routine primary care. The random coefficient analysis is particularly recommended due to its ability to utilise all available data. However, adjusting for the complex array of biases was difficult. Researchers should appreciate the potential for bias in implementation studies and seek to acquire a detailed understanding of the study context in order to design appropriate analytical approaches.
Keyphrases
- primary care
- blood pressure
- randomized controlled trial
- electronic health record
- systematic review
- big data
- general practice
- healthcare
- type diabetes
- computed tomography
- heart rate
- high throughput
- metabolic syndrome
- hypertensive patients
- magnetic resonance imaging
- liquid chromatography
- high density
- quality improvement
- human health
- insulin resistance