Sentence examples for lead in data collection from inspiring English sources

Governments must take the lead in data collection if they are to have high-quality, comprehensive databases for effective policy analysis.

GPM took the lead role in data collection and analysis, and commented on drafts of the paper.

A core research team led fieldworkers in data collection that included focus groups with youth and parents of youth, household-based surveys of youth aged 15-24, and follow-up in-depth interviews with a sub-sample of youth survey respondents.

This leads to redundancy in data collection, which hinders deep exploration of the proteome.

Attempts in the past have led to bias in data collection because of limitations in time and funds.

SW led on overall study design, participated in data collection and led on analysis and drafting.

MH conceived of the study, led the design, participated in data collection and analysis, and finalized the manuscript.

The rise in the use of such data-transmitting sensors and mobile devices has led to a surge in data collection and usage, with a big knock-on effect for networking and security, IT providers say.

ZW led the design and participated in data collection.

A study design providing a high specificity in data collection led to a relatively low response rate from GPs.

JMM: I declare that I co-devised the research question, co-designed the study, participated in data collection, led data analysis, interpretation and writing this report.