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We first highlight the special features of data collection WSNs, by comparing with wired data collection network and other WSN applications.
Evaluation of mode effects should identify and report key features of data collection method, not simply categorise by overall mode.
This article has considered how features of data collection mode may impact upon response quality and key messages are summarised below.
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So the validity of response is partly driven by that feature of data collection mode.
We also considered the response rate reported in the publications but we found that only 9 out of 31 publications indicated this feature of data collection.
The article highlights for researchers how different methods of collecting self-reported health data may introduce bias and how features of the context of data collection in a health setting such as patient role may modify such effects.
I've modified my Samsung mobile phone – removing unwanted features and blocking certain kinds of data collection by app developers – by using tools provided by people who believe customers should have the right to use devices the way they choose, not solely the way the manufacturer insists.
In the former, bias may be introduced if some members of the target population are effectively excluded by features of the chosen mode of data collection.
At the same time, recognizing the challenges for research in a developing country context, the approach places emphasis on efficiency of data collection, featuring both spatial concentration (case study methodology with intensive multidisciplinary research at ward-level) and multiple data strands to facilitate triangulation of findings.
In this section, we present the method of this article focusing on spatial features of our study area, adopted techniques of data collection, and analysis.
Excavation and analysis of human remains is becoming a polarized field in anthropology; it is therefore necessary to consider alternate avenues of data collection from these features to maximize their potential.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com