Sentence examples for data collection heterogeneity from inspiring English sources

Studies with less controlled designs must work with the data they can access, which entails only identifying variables with effects that are robust to the sources of imaging or clinical data collection heterogeneity.

In this paper, we formulate a resource allocation problem to find the optimal location of fixed measurement points and optimal sampling of probe trajectories to estimate NFD accounting for limited resources for data collection, network traffic heterogeneity and asymmetry in OD demand in a real-world network.

However, thought needs to be given to the timing of data collection and the heterogeneity of the sample.

44 There is also a need to balance the benefits of standardising data collection with the heterogeneity in patient and provider preference about what is recorded and when.

Participation in multicenter ventriculostomy registries should be encouraged as this will facilitate larger sample sizes, standardized data collection, exploration of heterogeneity, increased collaboration between researchers and individual patient data meta-analysis.

Across data sets, standardisation of minimal data collection will reduce data heterogeneity and missing data.

By contrast, we observe a strong correlation between data collection temperature and conformational heterogeneity.

All decisions regarding eligibility criteria, search strategy, study selection, assessment of risk for bias, explanations for heterogeneity, data collection, and analysis were established a priori.

A potential limitation of our study derives from heterogeneity in data collection methods across studies.

It is difficult to obtain comparable data across different European countries due to heterogeneity in data collection.

This heterogeneity in data collection contributed to the fact that morning stiffness was voted out in phase 1 [ 10].