{"id":"https://openalex.org/W2973121954","doi":"https://doi.org/10.1007/978-3-030-29736-7_35","title":"A Learning Analytics Study of the Effect of Group Size on Social Dynamics and Performance in Online Collaborative Learning","display_name":"A Learning Analytics Study of the Effect of Group Size on Social Dynamics and Performance in Online Collaborative Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2973121954","doi":"https://doi.org/10.1007/978-3-030-29736-7_35","mag":"2973121954"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-29736-7_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-29736-7_35","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-29736-7_35.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-29736-7_35.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051595913","display_name":"Mohammed Saqr","orcid":"https://orcid.org/0000-0001-5881-3109"},"institutions":[{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]},{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI","SE"],"is_corresponding":true,"raw_author_name":"Mohammed Saqr","raw_affiliation_strings":["Stockholm University, Stockholm, Sweden","University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"Stockholm University, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]},{"raw_affiliation_string":"University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019183264","display_name":"Jalal Nouri","orcid":"https://orcid.org/0000-0002-9942-8730"},"institutions":[{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jalal Nouri","raw_affiliation_strings":["Stockholm University, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"Stockholm University, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009821153","display_name":"Ilkka Jormanainen","orcid":"https://orcid.org/0000-0003-3254-2480"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilkka Jormanainen","raw_affiliation_strings":["University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051595913"],"corresponding_institution_ids":["https://openalex.org/I161593684","https://openalex.org/I175532246"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":25.9152,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.99642053,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"466","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/collaborative-learning","display_name":"Collaborative learning","score":0.7699905633926392},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7159690856933594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5875710844993591},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5837023854255676},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5366091132164001},{"id":"https://openalex.org/keywords/group-dynamic","display_name":"Group dynamic","score":0.49677783250808716},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.4865943193435669},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.46358394622802734},{"id":"https://openalex.org/keywords/social-learning","display_name":"Social learning","score":0.46140068769454956},{"id":"https://openalex.org/keywords/social-dynamics","display_name":"Social dynamics","score":0.4433034062385559},{"id":"https://openalex.org/keywords/social-influence","display_name":"Social influence","score":0.43529918789863586},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42536211013793945},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3381063640117645},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.25444671511650085},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2389375865459442},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19069254398345947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1873936653137207},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.09961047768592834}],"concepts":[{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.7699905633926392},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7159690856933594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5875710844993591},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5837023854255676},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5366091132164001},{"id":"https://openalex.org/C3019640506","wikidata":"https://www.wikidata.org/wiki/Q839578","display_name":"Group dynamic","level":2,"score":0.49677783250808716},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.4865943193435669},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.46358394622802734},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.46140068769454956},{"id":"https://openalex.org/C67469775","wikidata":"https://www.wikidata.org/wiki/Q304922","display_name":"Social dynamics","level":2,"score":0.4433034062385559},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.43529918789863586},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42536211013793945},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3381063640117645},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.25444671511650085},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2389375865459442},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19069254398345947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1873936653137207},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.09961047768592834},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-29736-7_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-29736-7_35","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-29736-7_35.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-29736-7_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-29736-7_35","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-29736-7_35.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973121954.pdf","grobid_xml":"https://content.openalex.org/works/W2973121954.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W23124773","https://openalex.org/W59601052","https://openalex.org/W81078053","https://openalex.org/W229097380","https://openalex.org/W1551289443","https://openalex.org/W1606344619","https://openalex.org/W1656218917","https://openalex.org/W1968615081","https://openalex.org/W1971090879","https://openalex.org/W1978710835","https://openalex.org/W1982522345","https://openalex.org/W1989966069","https://openalex.org/W2009154360","https://openalex.org/W2026229280","https://openalex.org/W2028217358","https://openalex.org/W2028695285","https://openalex.org/W2049340932","https://openalex.org/W2056944867","https://openalex.org/W2060385464","https://openalex.org/W2060464767","https://openalex.org/W2060707949","https://openalex.org/W2065182128","https://openalex.org/W2095496470","https://openalex.org/W2101734015","https://openalex.org/W2116336929","https://openalex.org/W2126046748","https://openalex.org/W2128500216","https://openalex.org/W2135943618","https://openalex.org/W2144282840","https://openalex.org/W2167482691","https://openalex.org/W2210080460","https://openalex.org/W2223126999","https://openalex.org/W2296577595","https://openalex.org/W2394163282","https://openalex.org/W2395291268","https://openalex.org/W2470757901","https://openalex.org/W2609596385","https://openalex.org/W2759596001","https://openalex.org/W2761242379","https://openalex.org/W2792520481","https://openalex.org/W2795460169","https://openalex.org/W2800764794","https://openalex.org/W2892077999","https://openalex.org/W2897580755","https://openalex.org/W3102590789","https://openalex.org/W3103657871","https://openalex.org/W4235114045"],"related_works":["https://openalex.org/W2003785870","https://openalex.org/W4200471513","https://openalex.org/W2158295145","https://openalex.org/W2036421929","https://openalex.org/W2946674608","https://openalex.org/W2289213809","https://openalex.org/W4318906086","https://openalex.org/W4291021188","https://openalex.org/W2259882445","https://openalex.org/W1979180333"],"abstract_inverted_index":{"Effective":[0],"collaborative":[1,42,139,197],"learning":[2,56,198],"is":[3,66,193,199],"rarely":[4],"a":[5,13,61,88,168],"spontaneous":[6],"phenomenon.":[7],"In":[8,77,141],"fact,":[9],"it":[10],"requires":[11],"that":[12,35,63,82,145],"set":[14],"of":[15,74,117,134,153,189],"conditions":[16,22],"are":[17,23,148],"met.":[18],"Among":[19],"these":[20],"central":[21],"group":[24,53,67,107,136,164],"formation,":[25],"size":[26,36,68,108,137,165],"and":[27,72,86,102,105,157,176,187],"interaction":[28],"dynamics.":[29],"While":[30],"previous":[31,80],"research":[32,81],"has":[33],"demonstrated":[34],"might":[37],"have":[38,45],"detrimental":[39],"effects":[40],"on":[41,52,60],"learning,":[43],"few":[44],"examined":[46],"how":[47,135],"social":[48,70,124,128,160],"dynamics":[49,71],"develop":[50],"depending":[51],"size.":[54],"This":[55],"analytics":[57],"paper":[58],"reports":[59],"study":[62,93,133],"asks:":[64],"How":[65],"affecting":[69],"performance":[73,152],"collaborating":[75],"students?":[76],"contrast":[78],"to":[79,112,167,195],"was":[83],"mainly":[84],"qualitative":[85],"assessed":[87],"limited":[89],"sample":[90],"size,":[91],"our":[92],"included":[94],"23,979":[95],"interactions":[96],"from":[97,110],"20":[98],"courses,":[99],"114":[100],"groups":[101,147,183],"974":[103],"students":[104],"the":[106,115,123,132],"ranged":[109],"7":[111],"15":[113],"in":[114],"context":[116],"online":[118],"problem-based":[119],"learning.":[120,140],"To":[121],"capture":[122],"dynamics,":[125],"we":[126,143],"applied":[127],"network":[129],"analysis":[130],"for":[131],"affects":[138],"general,":[142],"conclude":[144],"larger":[146],"associated":[149],"with":[150,172],"decreased":[151],"individual":[154],"students,":[155,191],"poorer":[156],"less":[158,169,173,177],"diverse":[159],"interactions.":[161],"A":[162],"high":[163],"led":[166],"cohesive":[170],"group,":[171],"efficient":[174],"communication":[175],"information":[178],"exchange":[179],"among":[180],"members.":[181],"Large":[182],"may":[184],"facilitate":[185],"isolation":[186],"inactivity":[188],"some":[190],"which":[192],"contrary":[194],"what":[196],"about.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
