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Figure 3 The role of data collection module: without data conversion (left) and with data conversion (right).
In an interview with Marc J. Epstein, coauthor of the new book titled Measuring and Improving Social Impacts: A Guide for Nonprofits, Companies, and Impact Investors, we discussed the origins of the book, the role of data collection and analysis in measuring impact, contribution versus attribution, and much more.
Managing for resilience is considered a potentially effective means to address the stresses experienced by the alpine areas.The establishment of a network of Protection Areas is one of the most important aspects for conserving ecosystem responses.The urgent need and important role of data collection for bench-marking changes, as well as on-going monitoring, are strongly promoted.
The changing role of publications as the primary source of new information was argued to require re-evaluation in light of a prominent role of data collection, data storage and data analysis in the cycle shown in Fig. 2.
Phillip Bourne discussed a number of aspects of communication in science in the context of a virtuous cycle which, in part, is shown in Fig. 2 (modified from Bourne 2013) and highlights the key role of data collection, storage and analysis.
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Given the authors' background as staff within a research progamme widely perceived within the community as providing medical support to the district general hospital (Molyneux et al. 2005), it was important throughout the study to recognise and take into account the potential effect of these roles on data collection and analysis.
We also acknowledge the following medical students for their special role during the process of data collection: Nurat Logun, Mayowa Ayanda and Kehinde King.
News reports about Facebook's role in the aggressive form of data collection also have raised serious questions about whether the company violated a landmark consent decree with a federal watchdog agency designed to prevent privacy violations.
We believe that this time-dependent effect plays a minor role, because the two periods of data collection are close together and our sedation guideline did not change during the conduct of this study.
"Addressing the ECJ ruling and planning this bill far earlier could have been an extraordinary opportunity to instigate a wide-ranging and sophisticated review about the future, a review which carefully considered the implications of data collection, the role of surveillance, and the trade-off between privacy and security.
Each of the Children's Centers has greatly benefited from their community partners' role in the development and implementation of data collection instruments.
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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