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 Article: The integration of the data scientist into the team: Implications and challenges DataScience PositionPaper ScholarlyWork

https://doi.org/10.3233/DS-170008 doi:10.3233/DS-170008 http://purl.org/dc/terms/abstract has the abstract (this is a literal) "Modern biomedical research is complex and requires a cross section of experts collaborating using multi-, inter-, or transdisciplinary approaches to address scientific questions. Known as team science, such approaches have become so critical it has given rise to a new field – the science of team science. In biomedical research, data scientists often play a critical role in team-based collaborations. Integration of data scientists into research teams has multiple advantages to the clinical and translational investigator as well as to the data scientist. Clinical and translational investigators benefit from having an invested dedicated collaborator who can assume principal responsibility for essential data-related activities, while the data scientist can build a career developing tools that are relevant and data-driven. Participation in team science, however, can pose challenges. One particular challenge is the ability to appropriately evaluate the data scientist’s scholarly contributions, necessary for promotion. Only a minority of academic health centers have attempted to address this challenge. In order for team science to thrive on academic campuses, leaders of institutions need to hire data science faculty for the purpose of doing team science, with novel systems in place that incentivize the data scientist’s engagement in team science and that allow for appropriate evaluation of performance. Until such systems are adopted at the institutional level, the ability to conduct team science to address modern biomedical research with its increasingly complex data needs will be compromised. Fostering team science on campuses by putting supportive systems in place will benefit not only clinical and translational investigators as well as data scientists, but also the larger academic institution." .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication http://purl.org/ontology/bibo/authorList has This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK...#author-list this author list .
This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK...#author-list This author list This relation links a sequence/list to its element at position 1. http://www.w3.org/1999/02/22-rdf-syntax-ns#_1 has at position 1 https://orcid.org/0000-0002-6949-2651 Manisha Desai .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal) "2025-05-05T09:31:30.269Z" .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template https://w3id.org/np/RAIDm7hi3C... RAIDm7hi3C .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template https://w3id.org/np/RAekcN47h1... RAekcN47h1 .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RA0J4vUn_d... RA0J4vUn_d .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RA16U9Wo30... RA16U9Wo30 .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RA5R_qv3Vs... RA5R_qv3Vs .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RAYrlN4s93... RAYrlN4s93 .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RAukAcWHRD... RAukAcWHRD .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces https://doi.org/10.3233/DS-170008 doi:10.3233/DS-170008 .
This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK.../sig sig http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... this nanopublication .
This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK.../sig sig http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal) "RSA" .

Manisha Desai (author), Tobias Kuhn (creator), 5 May 2025, 09:31:30 UTC

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