{"id":"https://openalex.org/W7154631362","doi":"https://doi.org/10.1109/mcse.2026.3665291","title":"Lowering Barriers and Raising Engagement: Stewardship Lessons From Faculty at Primarily Undergraduate Institutions Using National Cyberinfrastructure","display_name":"Lowering Barriers and Raising Engagement: Stewardship Lessons From Faculty at Primarily Undergraduate Institutions Using National Cyberinfrastructure","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154631362","doi":"https://doi.org/10.1109/mcse.2026.3665291"},"language":null,"primary_location":{"id":"doi:10.1109/mcse.2026.3665291","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcse.2026.3665291","pdf_url":null,"source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/mcse.2026.3665291","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119624344","display_name":"Michael Sutherlin","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael Sutherlin","raw_affiliation_strings":["University of Tennessee, Knoxville, TN, USA"],"raw_orcid":"https://orcid.org/0009-0004-6255-0777","affiliations":[{"raw_affiliation_string":"University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060540398","display_name":"Christine R. Kirkpatrick","orcid":"https://orcid.org/0000-0002-4451-8042"},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine R. Kirkpatrick","raw_affiliation_strings":["San Diego Supercomputer Center (SDSC), University of California San Diego, San Diego, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4451-8042","affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center (SDSC), University of California San Diego, San Diego, CA, USA","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009460413","display_name":"Valerio Pascucci","orcid":"https://orcid.org/0000-0002-8877-2042"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerio Pascucci","raw_affiliation_strings":["University of Utah, Salt Lake City, UT, USA"],"raw_orcid":"https://orcid.org/0000-0002-8877-2042","affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078387820","display_name":"Michela Taufer","orcid":"https://orcid.org/0000-0002-0031-6377"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michela Taufer","raw_affiliation_strings":["University of Tennessee, Knoxville, TN, USA"],"raw_orcid":"https://orcid.org/0000-0002-0031-6377","affiliations":[{"raw_affiliation_string":"University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5119624344"],"corresponding_institution_ids":["https://openalex.org/I75027704"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84884388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"1","first_page":"105","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13034","display_name":"Information Systems Education and Curriculum Development","score":0.09769999980926514,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13034","display_name":"Information Systems Education and Curriculum Development","score":0.09769999980926514,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.025499999523162842,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13682","display_name":"Engineering Education and Pedagogy","score":0.024000000208616257,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.7603999972343445},{"id":"https://openalex.org/keywords/raising","display_name":"Raising (metalworking)","score":0.6801000237464905},{"id":"https://openalex.org/keywords/stewardship","display_name":"Stewardship (theology)","score":0.6082000136375427},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.38960000872612},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.32179999351501465}],"concepts":[{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.7603999972343445},{"id":"https://openalex.org/C2780589192","wikidata":"https://www.wikidata.org/wiki/Q7285140","display_name":"Raising (metalworking)","level":2,"score":0.6801000237464905},{"id":"https://openalex.org/C2777950569","wikidata":"https://www.wikidata.org/wiki/Q17021836","display_name":"Stewardship (theology)","level":3,"score":0.6082000136375427},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4878999888896942},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.41920000314712524},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.38960000872612},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3874000012874603},{"id":"https://openalex.org/C3116431","wikidata":"https://www.wikidata.org/wiki/Q31728","display_name":"Public administration","level":1,"score":0.3666999936103821},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3255000114440918},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcse.2026.3665291","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcse.2026.3665291","pdf_url":null,"source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/mcse.2026.3665291","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mcse.2026.3665291","pdf_url":null,"source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1912064254","display_name":null,"funder_award_id":"2137603","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4006316252","display_name":null,"funder_award_id":"2138259","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4167750608","display_name":null,"funder_award_id":"2138811","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4676224565","display_name":null,"funder_award_id":"2138296","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G509285653","display_name":null,"funder_award_id":"2138307","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8300691027","display_name":null,"funder_award_id":"2138286","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2606279423","https://openalex.org/W2944447333","https://openalex.org/W3089136411","https://openalex.org/W4394910431","https://openalex.org/W4399330848","https://openalex.org/W4406186128","https://openalex.org/W4413989294"],"related_works":[],"abstract_inverted_index":{"Data-intensive":[0],"science":[1,116],"and":[2,9,21,56,69,77,97,104,110,113,122,137,141],"artificial":[3],"intelligence-enabled":[4],"workflows":[5],"now":[6],"shape":[7],"research":[8],"teaching,":[10],"yet":[11],"faculty":[12,40,81],"at":[13],"primarily":[14],"undergraduate":[15],"institutions":[16],"(PUIs)":[17],"face":[18],"tight":[19],"resources":[20],"steep":[22],"barriers":[23],"to":[24,66,91,144],"adopting":[25],"advanced":[26],"computing":[27,140,146],"tools.":[28],"This":[29],"article":[30],"reports":[31],"stewardship":[32,132],"lessons":[33],"drawn":[34],"from":[35],"interviews":[36],"with":[37,94,129],"three":[38,84],"PUI":[39],"who":[41],"use":[42],"two":[43],"National":[44,58],"Science":[45,59],"Foundation-supported":[46],"cyberinfrastructure":[47],"ecosystems:":[48],"Advanced":[49],"Cyberinfrastructure":[50],"Coordination":[51],"Ecosystem:":[52],"Services":[53],"&":[54],"Support":[55],"the":[57,80,89],"Data":[60],"Fabric,":[61],"which":[62],"are":[63],"relied":[64],"on":[65,83],"support":[67,102],"teaching":[68],"research.":[70],"Across":[71],"fields":[72],"spanning":[73],"physics,":[74],"computer":[75],"science,":[76,79],"environmental":[78],"converged":[82],"practical":[85,147],"patterns:":[86],"1)":[87],"lower":[88],"barrier":[90],"first":[92],"success":[93],"low-friction":[95],"onboarding":[96],"ready-to-run":[98],"examples,":[99],"2)":[100],"make":[101,115,145],"human":[103],"immediate":[105],"through":[106],"visible":[107],"help":[108],"channels":[109],"rapid":[111],"triage,":[112],"3)":[114],"engaging":[117],"by":[118],"bringing":[119],"real":[120],"datasets":[121],"problems":[123],"into":[124],"student":[125],"projects.":[126],"We":[127],"conclude":[128],"a":[130],"compact":[131],"checklist":[133],"for":[134,148],"teams":[135],"building":[136],"operating":[138],"national-scale":[139],"data":[142],"services":[143],"everyone.":[149]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-04-17T00:00:00"}