{"id":"https://openalex.org/W2077238828","doi":"https://doi.org/10.1145/2330601.2330634","title":"The pulse of learning analytics understandings and expectations from the stakeholders","display_name":"The pulse of learning analytics understandings and expectations from the stakeholders","publication_year":2012,"publication_date":"2012-04-29","ids":{"openalex":"https://openalex.org/W2077238828","doi":"https://doi.org/10.1145/2330601.2330634","mag":"2077238828"},"language":"en","primary_location":{"id":"doi:10.1145/2330601.2330634","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2330601.2330634","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":true,"oa_status":"green","oa_url":"https://research.ou.nl/en/publications/5484361b-c67c-4533-9dab-91391fb30010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027722484","display_name":"Hendrik Drachsler","orcid":"https://orcid.org/0000-0001-8407-5314"},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]},{"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","NL"],"is_corresponding":true,"raw_author_name":"Hendrik Drachsler","raw_affiliation_strings":["Open University of the Netherland, Heerlen, Netherlands","Open University of the Netherland, Heerlen, Netherlands#TAB#"],"affiliations":[{"raw_affiliation_string":"Open University of the Netherland, Heerlen, Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Open University of the Netherland, Heerlen, Netherlands#TAB#","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011667180","display_name":"Wolfgang Greller","orcid":"https://orcid.org/0000-0002-3571-0593"},"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"]},{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["GB","NL"],"is_corresponding":false,"raw_author_name":"Wolfgang Greller","raw_affiliation_strings":["Open University of the Netherland, Heerlen, Netherlands","Open University of the Netherland, Heerlen, Netherlands#TAB#"],"affiliations":[{"raw_affiliation_string":"Open University of the Netherland, Heerlen, Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Open University of the Netherland, Heerlen, Netherlands#TAB#","institution_ids":["https://openalex.org/I204136569"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027722484"],"corresponding_institution_ids":["https://openalex.org/I204136569","https://openalex.org/I7876267"],"apc_list":null,"apc_paid":null,"fwci":11.999,"has_fulltext":false,"cited_by_count":114,"citation_normalized_percentile":{"value":0.98405238,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9860000014305115,"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/T10162","display_name":"Online and Blended Learning","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6901564598083496},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6588302254676819},{"id":"https://openalex.org/keywords/marketing-buzz","display_name":"Marketing buzz","score":0.6349983215332031},{"id":"https://openalex.org/keywords/skepticism","display_name":"Skepticism","score":0.5796265006065369},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5566631555557251},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5302329063415527},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5296368598937988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48951637744903564},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.45501911640167236},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.44164785742759705},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43008098006248474},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.22791963815689087},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.1928204894065857},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18040555715560913},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17802900075912476},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.10757958889007568}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6901564598083496},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6588302254676819},{"id":"https://openalex.org/C113993141","wikidata":"https://www.wikidata.org/wiki/Q906759","display_name":"Marketing buzz","level":2,"score":0.6349983215332031},{"id":"https://openalex.org/C18296254","wikidata":"https://www.wikidata.org/wiki/Q1395219","display_name":"Skepticism","level":2,"score":0.5796265006065369},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5566631555557251},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5302329063415527},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5296368598937988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48951637744903564},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.45501911640167236},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.44164785742759705},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43008098006248474},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.22791963815689087},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.1928204894065857},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18040555715560913},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17802900075912476},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.10757958889007568},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.0},{"id":"https://openalex.org/C162005631","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Data Web","level":3,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2330601.2330634","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2330601.2330634","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"},{"id":"pmh:oai:dspace.ou.nl:1820/3850","is_oa":false,"landing_page_url":"http://hdl.handle.net/1820/3850","pdf_url":null,"source":{"id":"https://openalex.org/S4306401002","display_name":"DSpace (Open University in the Netherlands)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7876267","host_organization_name":"Open University of the Netherlands","host_organization_lineage":["https://openalex.org/I7876267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"pmh:oai:research.ou.nl:publications/5484361b-c67c-4533-9dab-91391fb30010","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/5484361b-c67c-4533-9dab-91391fb30010","pdf_url":null,"source":{"id":"https://openalex.org/S4406922485","display_name":"Open University of the Netherlands Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Drachsler , H & Greller , W 2011 , ' The pulse of learning analytics. Understandings and expectations from the Stakeholders ' .","raw_type":"conferenceObject"}],"best_oa_location":{"id":"pmh:oai:research.ou.nl:publications/5484361b-c67c-4533-9dab-91391fb30010","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/5484361b-c67c-4533-9dab-91391fb30010","pdf_url":null,"source":{"id":"https://openalex.org/S4406922485","display_name":"Open University of the Netherlands Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Drachsler , H & Greller , W 2011 , ' The pulse of learning analytics. Understandings and expectations from the Stakeholders ' .","raw_type":"conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W109702185","https://openalex.org/W112903796","https://openalex.org/W286321629","https://openalex.org/W949239649","https://openalex.org/W1531049952","https://openalex.org/W1541636585","https://openalex.org/W1550082284","https://openalex.org/W1562000272","https://openalex.org/W1565306641","https://openalex.org/W1582900072","https://openalex.org/W1592189495","https://openalex.org/W2017203785","https://openalex.org/W2018525987","https://openalex.org/W2059567823","https://openalex.org/W2095907159","https://openalex.org/W2115718401","https://openalex.org/W2117772101","https://openalex.org/W2155925217","https://openalex.org/W2166041407","https://openalex.org/W2222895410","https://openalex.org/W2551704397","https://openalex.org/W2625737452","https://openalex.org/W4285719527","https://openalex.org/W4292143348","https://openalex.org/W6604424801","https://openalex.org/W6624998992","https://openalex.org/W7057313240"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W605203981","https://openalex.org/W3097749327","https://openalex.org/W2592276701","https://openalex.org/W2012408465","https://openalex.org/W2768832457","https://openalex.org/W2788568090","https://openalex.org/W4294350028"],"abstract_inverted_index":{"While":[0],"there":[1,31],"is":[2,29,32],"currently":[3,27],"much":[4,34],"buzz":[5],"about":[6],"the":[7,15,24,49,56,89,123,143],"new":[8],"field":[9],"of":[10,80,92,125],"learning":[11,97,110,126,151],"analytics":[12,98,111,127],"[19]":[13],"and":[14,22,36,46,58,94,139],"potential":[16],"it":[17],"holds":[18],"for":[19,48],"benefiting":[20],"teaching":[21],"learning,":[23],"impression":[25],"one":[26],"gets":[28],"that":[30,112],"also":[33],"uncertainty":[35],"hesitation,":[37],"even":[38],"extending":[39],"to":[40,73],"scepticism.":[41],"A":[42],"clear":[43],"common":[44],"understanding":[45,93],"vision":[47],"domain":[50,124],"has":[51],"not":[52],"yet":[53],"formed":[54],"among":[55,99,135],"educator":[57],"research":[59],"community.":[60],"To":[61],"investigate":[62],"this":[63],"situation,":[64],"we":[65],"distributed":[66],"a":[67,106,117],"stakeholder":[68],"survey":[69,102,134],"in":[70,150],"September":[71],"2011":[72],"an":[74],"international":[75],"audience":[76],"from":[77,142],"different":[78],"sectors":[79],"education.":[81],"The":[82,101,132],"findings":[83],"provide":[84],"some":[85],"further":[86],"insights":[87],"into":[88,128],"current":[90],"level":[91],"expectations":[95],"toward":[96],"stakeholders.":[100],"was":[103,113],"scaffolded":[104],"by":[105],"conceptual":[107],"framework":[108],"on":[109,116],"developed":[114],"based":[115],"recent":[118],"literature":[119],"review.":[120],"It":[121],"divides":[122],"six":[129],"critical":[130],"dimensions.":[131],"preliminary":[133],"156":[136],"educational":[137],"practitioners":[138],"researchers":[140],"mostly":[141],"higher":[144],"education":[145],"sector":[146],"reveals":[147],"substantial":[148],"uncertainties":[149],"analytics.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}