{"id":"https://openalex.org/W2145356869","doi":"https://doi.org/10.1145/2330601.2330629","title":"Learning dispositions and transferable competencies","display_name":"Learning dispositions and transferable competencies","publication_year":2012,"publication_date":"2012-04-29","ids":{"openalex":"https://openalex.org/W2145356869","doi":"https://doi.org/10.1145/2330601.2330629","mag":"2145356869"},"language":"en","primary_location":{"id":"doi:10.1145/2330601.2330629","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2330601.2330629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Learning Analytics and Knowledge","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057774051","display_name":"Simon Buckingham Shum","orcid":"https://orcid.org/0000-0002-6334-7429"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Buckingham Shum","raw_affiliation_strings":["The Open University, Milton Keynes, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Open University, Milton Keynes, UK","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048226877","display_name":"Ruth Deakin Crick","orcid":"https://orcid.org/0000-0003-1082-9560"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ruth Deakin Crick","raw_affiliation_strings":["University of Bristol, Bristol, UK","[university of bristol, Bristol, UK]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]},{"raw_affiliation_string":"[university of bristol, Bristol, UK]","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":23.3863,"has_fulltext":false,"cited_by_count":197,"citation_normalized_percentile":{"value":0.99312369,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"92","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9575999975204468,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12395","display_name":"Educational Innovations and Technology","score":0.9301999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.717337429523468},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6169493198394775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5692431330680847},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5526974201202393},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.524360179901123},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.46218761801719666},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.4587955176830292},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.4562576413154602},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.4254709482192993},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22686359286308289}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.717337429523468},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6169493198394775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5692431330680847},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5526974201202393},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.524360179901123},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.46218761801719666},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.4587955176830292},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.4562576413154602},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.4254709482192993},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22686359286308289},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2330601.2330629","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2330601.2330629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Learning Analytics and Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320621","display_name":"Paul Hamlyn Foundation","ror":"https://ror.org/03wztvy18"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W20207102","https://openalex.org/W175618988","https://openalex.org/W575013940","https://openalex.org/W619106838","https://openalex.org/W1556668251","https://openalex.org/W1569653074","https://openalex.org/W1572652777","https://openalex.org/W1580201317","https://openalex.org/W1601448319","https://openalex.org/W1624404055","https://openalex.org/W1710333953","https://openalex.org/W1934705154","https://openalex.org/W1950299194","https://openalex.org/W1963809533","https://openalex.org/W1975772947","https://openalex.org/W1978154132","https://openalex.org/W1980639341","https://openalex.org/W1985079326","https://openalex.org/W1985188051","https://openalex.org/W1989599100","https://openalex.org/W2019107234","https://openalex.org/W2026994395","https://openalex.org/W2031363520","https://openalex.org/W2039457050","https://openalex.org/W2041333115","https://openalex.org/W2043668223","https://openalex.org/W2049045881","https://openalex.org/W2050594032","https://openalex.org/W2075011776","https://openalex.org/W2081409100","https://openalex.org/W2084717363","https://openalex.org/W2085269091","https://openalex.org/W2089775514","https://openalex.org/W2124224758","https://openalex.org/W2140367297","https://openalex.org/W2163284576","https://openalex.org/W2171301064","https://openalex.org/W2460089319","https://openalex.org/W2901045756","https://openalex.org/W2979018420","https://openalex.org/W4244021162","https://openalex.org/W4298012152"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W605203981","https://openalex.org/W3097749327","https://openalex.org/W2788568090","https://openalex.org/W2592276701","https://openalex.org/W4294350028","https://openalex.org/W2234248442"],"abstract_inverted_index":{"Theoretical":[0],"and":[1,29,44,52,63,79,88,101,103,113,125,172,194,197,210],"empirical":[2],"evidence":[3],"in":[4,14,41,60,122],"the":[5,9,50,55,61,64,84,123,143,158,191,199],"learning":[6,15,85,117,128,147,208],"sciences":[7],"substantiates":[8],"view":[10],"that":[11,162],"deep":[12],"engagement":[13],"is":[16],"a":[17,20,132,146,173],"function":[18],"of":[19,23,54,68,127,160,201],"complex":[21,96],"combination":[22],"learners'":[24],"identities,":[25],"dispositions,":[26],"values,":[27],"attitudes":[28],"skills.":[30,81],"When":[31],"these":[32,95],"are":[33,46],"fragile,":[34],"learners":[35],"struggle":[36],"to":[37,169,181],"achieve":[38],"their":[39],"potential":[40],"conventional":[42],"assessments,":[43],"critically,":[45],"not":[47,92],"prepared":[48],"for":[49,142,150],"novelty":[51],"complexity":[53],"challenges":[56,200],"they":[57],"will":[58],"meet":[59],"workplace,":[62],"many":[65],"other":[66],"spheres":[67],"life":[69],"which":[70,177],"require":[71],"personal":[72],"qualities":[73],"such":[74],"as":[75],"resilience,":[76],"critical":[77],"thinking":[78],"collaboration":[80],"To":[82],"date,":[83],"analytics":[86,129,148,161,209],"research":[87,133,193],"development":[89,195],"communities":[90],"have":[91,182],"addressed":[93],"how":[94,104],"concepts":[97],"can":[98,111],"be":[99,114],"modelled":[100],"analysed,":[102],"more":[105],"traditional":[106,203],"social":[107,204],"science":[108,205],"data":[109,152],"analysis":[110],"support":[112],"enhanced":[115],"by":[116,189],"analytics.":[118],"We":[119,140,187],"report":[120],"progress":[121],"design":[124],"implementation":[126],"based":[130],"on":[131,185],"validated":[134],"multidimensional":[135],"construct":[136],"termed":[137],"\"learning":[138],"power\".":[139],"describe,":[141],"first":[144],"time,":[145],"infrastructure":[149],"gathering":[151],"at":[153],"scale,":[154],"managing":[155],"stakeholder":[156],"permissions,":[157],"range":[159],"it":[163],"supports":[164],"from":[165],"real":[166],"time":[167],"summaries":[168],"exploratory":[170],"research,":[171,206],"particular":[174],"visual":[175],"analytic":[176],"has":[178],"been":[179],"shown":[180],"demonstrable":[183],"impact":[184],"learners.":[186],"conclude":[188],"summarising":[190],"ongoing":[192],"programme":[196],"identifying":[198],"integrating":[202],"with":[207],"modelling.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":27},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":21},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}