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License: CC BY
Data sources: Datacite
ZENODO
Report . 2023
License: CC BY
Data sources: Datacite
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Testing the Bergen-approach search strings for SDG research mapping (v. 1.2.2)

Authors: Caroline S Armitage; Håkon Magne Bjerkan; Leena Pirit Byholm; Inger Gåsemyr; Eli Heldaas Seland; Lise Vik-Haugen;

Testing the Bergen-approach search strings for SDG research mapping (v. 1.2.2)

Abstract

Here we document a testing process we have carried out for the Bergen-approach search strings for mapping published scientific research related to 10 of the UNs Sustainable Development Goals (Armitage C S, Bjerkan HM, Byholm LP, Gåsemyr I, Lorenz M, & Seland EH. (2023). Search strings for finding SDG related research, Bergen approach. Zenodo. https://doi.org/10.5281/zenodo.7241689). The aim of this testing was to identify issues that should be fixed in a revision of the search strings. Precision and recall testing were carried out at the SDG target-level for the search strings (topic approach v1.2.2, Web of Science Core Collection syntax). Precision levels varied from 69-88 % for each SDG, with most around 80 %. Recall levels varied more, with some SDG strings performing well already, while others needed more changes (particularly SDGs 3, 4, 7 and 11). Publications identified as “not relevant” or not found during recall testing were examined for why they were found/not found by the strings. Issues were tracked , evaluated and addressed during a subsequent revision of the strings (August/September 2023). This upload consists of 5 files. The contents of the testing result files are described in the documentation pdf: Documentation and results of testing (1 pdf file) Precision testing results (1 data table with two alternative file formats: xlsx and csv) Recall testing results (1 data table with two alternative file formats: xlsx and csv)

Keywords

Sustainable development goals, Search strategy, SDGs

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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