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Assessment of technological level of stem cell research using principal component analysis

BACKGROUND: In general, technological levels have been assessed based on specialist’s opinion through the methods such as Delphi. But in such cases, results could be significantly biased per study design and individual expert. FINDINGS: In this study, therefore scientific literatures and patents wer...

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Autores principales: Do Cho, Sung, Hwan Hyun, Byung, Kim, Jae Kyeom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4920797/
https://www.ncbi.nlm.nih.gov/pubmed/27386306
http://dx.doi.org/10.1186/s40064-016-2494-9
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author Do Cho, Sung
Hwan Hyun, Byung
Kim, Jae Kyeom
author_facet Do Cho, Sung
Hwan Hyun, Byung
Kim, Jae Kyeom
author_sort Do Cho, Sung
collection PubMed
description BACKGROUND: In general, technological levels have been assessed based on specialist’s opinion through the methods such as Delphi. But in such cases, results could be significantly biased per study design and individual expert. FINDINGS: In this study, therefore scientific literatures and patents were selected by means of analytic indexes for statistic approach and technical assessment of stem cell fields. The analytic indexes, numbers and impact indexes of scientific literatures and patents, were weighted based on principal component analysis, and then, were summated into the single value. Technological obsolescence was calculated through the cited half-life of patents issued by the United States Patents and Trademark Office and was reflected in technological level assessment. As results, ranks of each nation’s in reference to the technology level were rated by the proposed method. Furthermore we were able to evaluate strengthens and weaknesses thereof. CONCLUSIONS: Although our empirical research presents faithful results, in the further study, there is a need to compare the existing methods and the suggested method.
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spelling pubmed-49207972016-07-06 Assessment of technological level of stem cell research using principal component analysis Do Cho, Sung Hwan Hyun, Byung Kim, Jae Kyeom Springerplus Research BACKGROUND: In general, technological levels have been assessed based on specialist’s opinion through the methods such as Delphi. But in such cases, results could be significantly biased per study design and individual expert. FINDINGS: In this study, therefore scientific literatures and patents were selected by means of analytic indexes for statistic approach and technical assessment of stem cell fields. The analytic indexes, numbers and impact indexes of scientific literatures and patents, were weighted based on principal component analysis, and then, were summated into the single value. Technological obsolescence was calculated through the cited half-life of patents issued by the United States Patents and Trademark Office and was reflected in technological level assessment. As results, ranks of each nation’s in reference to the technology level were rated by the proposed method. Furthermore we were able to evaluate strengthens and weaknesses thereof. CONCLUSIONS: Although our empirical research presents faithful results, in the further study, there is a need to compare the existing methods and the suggested method. Springer International Publishing 2016-06-24 /pmc/articles/PMC4920797/ /pubmed/27386306 http://dx.doi.org/10.1186/s40064-016-2494-9 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Do Cho, Sung
Hwan Hyun, Byung
Kim, Jae Kyeom
Assessment of technological level of stem cell research using principal component analysis
title Assessment of technological level of stem cell research using principal component analysis
title_full Assessment of technological level of stem cell research using principal component analysis
title_fullStr Assessment of technological level of stem cell research using principal component analysis
title_full_unstemmed Assessment of technological level of stem cell research using principal component analysis
title_short Assessment of technological level of stem cell research using principal component analysis
title_sort assessment of technological level of stem cell research using principal component analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4920797/
https://www.ncbi.nlm.nih.gov/pubmed/27386306
http://dx.doi.org/10.1186/s40064-016-2494-9
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