2022
DOI: 10.3233/sji-220014
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A statistical quality assurance framework for the United Nations

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Cited by 3 publications
(3 citation statements)
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“…Thus, the use of new data sources, including citizen science data may be the catalyst that forces to the surface a debate on the precise role or mandate and methods of international official statistics vis-à-vis the new dataverses and the new opportunities for the production of international statistics. Reister et al ( 97 ) argue that this is a debate many might prefer not to have but it is hard to see how it can be avoided for much longer with the rapid changes in the data and statistics world. A subset of this debate has been shaped around the insistence that only data provided by member states should be used in the compilation of SDG indicators ( 98 ).…”
Section: Discussionmentioning
confidence: 99%
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“…Thus, the use of new data sources, including citizen science data may be the catalyst that forces to the surface a debate on the precise role or mandate and methods of international official statistics vis-à-vis the new dataverses and the new opportunities for the production of international statistics. Reister et al ( 97 ) argue that this is a debate many might prefer not to have but it is hard to see how it can be avoided for much longer with the rapid changes in the data and statistics world. A subset of this debate has been shaped around the insistence that only data provided by member states should be used in the compilation of SDG indicators ( 98 ).…”
Section: Discussionmentioning
confidence: 99%
“…This constraint complicates any discussion around the use of new data sources. Assuming the political barriers can be dealt with, some technical sureties will also be required to ensure that the impartiality and quality of any citizen science data are robust ( 97 , 99 ). It is important that any standards applied to citizen science or any other new data sources are proportionate and do act as barriers to entry.…”
Section: Discussionmentioning
confidence: 99%
“…The SQAF provides a common framework and methodology for assessing and enhancing data quality across different entities. However, given the evolving data landscape, there is a growing recognition that the SQAF may need to be updated to incorporate new dimensions arising from the use of big data, citizen science data, and geospatial data [47].…”
Section: Data Qualitymentioning
confidence: 99%