A dataset of human decision-making in teamwork management
Identifieur interne : 000132 ( Main/Exploration ); précédent : 000131; suivant : 000133A dataset of human decision-making in teamwork management
Auteurs : Han Yu [Singapour] ; Zhiqi Shen [Singapour] ; Chunyan Miao [Singapour] ; Cyril Leung [Singapour] ; Yiqiang Chen [Singapour, République populaire de Chine] ; Simon Fauvel [Singapour] ; Jun Lin [Singapour] ; Lizhen Cui [République populaire de Chine] ; Zhengxiang Pan [Singapour] ; Qiang Yang [République populaire de Chine]Source :
- Scientific Data [ 2052-4463 ] ; 2017.
Abstract
Today, most endeavours require teamwork by people with diverse skills and characteristics. In managing teamwork, decisions are often made under uncertainty and resource constraints. The strategies and the effectiveness of the strategies different people adopt to manage teamwork under different situations have not yet been fully explored, partially due to a lack of detailed large-scale data. In this paper, we describe a multi-faceted large-scale dataset to bridge this gap. It is derived from a game simulating complex project management processes. It presents the participants with different conditions in terms of team members’ capabilities and task characteristics for them to exhibit their decision-making strategies. The dataset contains detailed data reflecting the decision situations, decision strategies, decision outcomes, and the emotional responses of 1,144 participants from diverse backgrounds. To our knowledge, this is the first dataset simultaneously covering these four facets of decision-making. With repeated measurements, the dataset may help establish baseline variability of decision-making in teamwork management, leading to more realistic decision theoretic models and more effective decision support approaches.
Url:
DOI: 10.1038/sdata.2016.127
PubMed: 28094787
PubMed Central: 5240621
Affiliations:
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xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Shen, Zhiqi" sort="Shen, Zhiqi" uniqKey="Shen Z" first="Zhiqi" last="Shen">Zhiqi Shen</name><affiliation wicri:level="1"><nlm:aff id="a1"><institution>Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="a2"><institution>School of Computer Science and Engineering, Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Miao, Chunyan" sort="Miao, Chunyan" uniqKey="Miao C" first="Chunyan" last="Miao">Chunyan Miao</name><affiliation wicri:level="1"><nlm:aff id="a1"><institution>Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="a2"><institution>School of Computer Science and Engineering, Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Leung, Cyril" sort="Leung, Cyril" uniqKey="Leung C" first="Cyril" last="Leung">Cyril Leung</name><affiliation wicri:level="1"><nlm:aff id="a1"><institution>Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation><affiliation><nlm:aff id="a3"><institution>Department of Electrical and Computer Engineering, The University of British Columbia</institution>, Vancouver, British Columbia<country>Canada V6T 1Z4</country></nlm:aff><wicri:noCountry code="nlm country">Canada V6T 1Z4</wicri:noCountry></affiliation></author><author><name sortKey="Chen, Yiqiang" sort="Chen, Yiqiang" uniqKey="Chen Y" first="Yiqiang" last="Chen">Yiqiang Chen</name><affiliation wicri:level="1"><nlm:aff id="a1"><institution>Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="a4"><institution>Institute of Computing Technology, Chinese Academy of Sciences</institution>, Beijing 100190,<country>China</country></nlm:aff><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Fauvel, Simon" sort="Fauvel, Simon" uniqKey="Fauvel S" first="Simon" last="Fauvel">Simon Fauvel</name><affiliation wicri:level="1"><nlm:aff id="a1"><institution>Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Lin, Jun" sort="Lin, Jun" uniqKey="Lin J" first="Jun" last="Lin">Jun Lin</name><affiliation wicri:level="1"><nlm:aff id="a1"><institution>Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Cui, Lizhen" sort="Cui, Lizhen" uniqKey="Cui L" first="Lizhen" last="Cui">Lizhen Cui</name><affiliation wicri:level="1"><nlm:aff id="a5"><institution>School of Computer Science and Technology, Shandong University</institution>, Jinan, Shandong 250101,<country>China</country></nlm:aff><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Pan, Zhengxiang" sort="Pan, Zhengxiang" uniqKey="Pan Z" first="Zhengxiang" last="Pan">Zhengxiang Pan</name><affiliation wicri:level="1"><nlm:aff id="a1"><institution>Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University</institution>, Singapore 639798,<country>Singapore</country></nlm:aff><country xml:lang="fr">Singapour</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author><author><name sortKey="Yang, Qiang" sort="Yang, Qiang" uniqKey="Yang Q" first="Qiang" last="Yang">Qiang Yang</name><affiliation wicri:level="1"><nlm:aff id="a6"><institution>Department of Computer Science and Engineering, Hong Kong University of Science and Technology</institution>, Hong Kong,<country>China</country></nlm:aff><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author></analytic><series><title level="j">Scientific Data</title><idno type="eISSN">2052-4463</idno><imprint><date when="2017">2017</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Today, most endeavours require teamwork by people with diverse skills and characteristics. In managing teamwork, decisions are often made under uncertainty and resource constraints. The strategies and the effectiveness of the strategies different people adopt to manage teamwork under different situations have not yet been fully explored, partially due to a lack of detailed large-scale data. In this paper, we describe a multi-faceted large-scale dataset to bridge this gap. It is derived from a game simulating complex project management processes. It presents the participants with different conditions in terms of team members’ capabilities and task characteristics for them to exhibit their decision-making strategies. The dataset contains detailed data reflecting the decision situations, decision strategies, decision outcomes, and the emotional responses of 1,144 participants from diverse backgrounds. To our knowledge, this is the first dataset simultaneously covering these four facets of decision-making. With repeated measurements, the dataset may help establish baseline variability of decision-making in teamwork management, leading to more realistic decision theoretic models and more effective decision support approaches.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Yu, H" uniqKey="Yu H">H. Yu</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>République populaire de Chine</li><li>Singapour</li></country></list><tree><country name="Singapour"><noRegion><name sortKey="Yu, Han" sort="Yu, Han" uniqKey="Yu H" first="Han" last="Yu">Han Yu</name></noRegion><name sortKey="Chen, Yiqiang" sort="Chen, Yiqiang" uniqKey="Chen Y" first="Yiqiang" last="Chen">Yiqiang Chen</name><name sortKey="Fauvel, Simon" sort="Fauvel, Simon" uniqKey="Fauvel S" first="Simon" last="Fauvel">Simon Fauvel</name><name sortKey="Leung, Cyril" sort="Leung, Cyril" uniqKey="Leung C" first="Cyril" last="Leung">Cyril Leung</name><name sortKey="Lin, Jun" sort="Lin, Jun" uniqKey="Lin J" first="Jun" last="Lin">Jun Lin</name><name sortKey="Miao, Chunyan" sort="Miao, Chunyan" uniqKey="Miao C" first="Chunyan" last="Miao">Chunyan Miao</name><name sortKey="Miao, Chunyan" sort="Miao, Chunyan" uniqKey="Miao C" first="Chunyan" last="Miao">Chunyan Miao</name><name sortKey="Pan, Zhengxiang" sort="Pan, Zhengxiang" uniqKey="Pan Z" first="Zhengxiang" last="Pan">Zhengxiang Pan</name><name sortKey="Shen, Zhiqi" sort="Shen, Zhiqi" uniqKey="Shen Z" first="Zhiqi" last="Shen">Zhiqi Shen</name><name sortKey="Shen, Zhiqi" sort="Shen, Zhiqi" uniqKey="Shen Z" first="Zhiqi" last="Shen">Zhiqi Shen</name></country><country name="République populaire de Chine"><noRegion><name sortKey="Chen, Yiqiang" sort="Chen, Yiqiang" uniqKey="Chen Y" first="Yiqiang" last="Chen">Yiqiang Chen</name></noRegion><name sortKey="Cui, Lizhen" sort="Cui, Lizhen" uniqKey="Cui L" first="Lizhen" last="Cui">Lizhen Cui</name><name sortKey="Yang, Qiang" sort="Yang, Qiang" uniqKey="Yang Q" first="Qiang" last="Yang">Qiang Yang</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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