{"id":"https://openalex.org/W7134130680","doi":"https://doi.org/10.28945/5719","title":"Cultivating Participatory Learning Ecologies: Social Network Analysis of Peer-Driven Learning Network","display_name":"Cultivating Participatory Learning Ecologies: Social Network Analysis of Peer-Driven Learning Network","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7134130680","doi":"https://doi.org/10.28945/5719"},"language":"en","primary_location":{"id":"doi:10.28945/5719","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5719","pdf_url":"https://www.jite.org/documents/Vol25/JITE-Rv25Art06Budiman13042.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jite.org/documents/Vol25/JITE-Rv25Art06Budiman13042.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128311509","display_name":"Arief Budiman","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573250","display_name":"Universitas Prasetiya Mulya","ror":"https://ror.org/01wsc1g26","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573250"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Arief Budiman","raw_affiliation_strings":["Universitas Prasetiya Mulya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Prasetiya Mulya","institution_ids":["https://openalex.org/I4400573250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128291862","display_name":"Nur Aini Rakhmawati","orcid":null},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nur Aini Rakhmawati","raw_affiliation_strings":["Institut Teknologi Sepuluh Nopember Surabaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Teknologi Sepuluh Nopember Surabaya","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055527258","display_name":"Diana Purwitasari","orcid":"https://orcid.org/0000-0001-7000-7628"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diana Purwitasari","raw_affiliation_strings":["Inst"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18474962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"06","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13895","display_name":"Educational Leadership and Innovation","score":0.120899997651577,"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/T13895","display_name":"Educational Leadership and Innovation","score":0.120899997651577,"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/T14240","display_name":"E-Learning and COVID-19","score":0.04129999876022339,"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":0.032499998807907104,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5753999948501587},{"id":"https://openalex.org/keywords/social-learning","display_name":"Social learning","score":0.5436999797821045},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.48080000281333923},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4242999851703644},{"id":"https://openalex.org/keywords/formal-learning","display_name":"Formal learning","score":0.39969998598098755},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.39890000224113464},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.3937000036239624},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.39239999651908875}],"concepts":[{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5753999948501587},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.5436999797821045},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.48080000281333923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4453999996185303},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4203999936580658},{"id":"https://openalex.org/C2776181820","wikidata":"https://www.wikidata.org/wiki/Q8434","display_name":"Formal learning","level":2,"score":0.39969998598098755},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.39890000224113464},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.3937000036239624},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.39239999651908875},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.38040000200271606},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.36469998955726624},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.35260000824928284},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3472999930381775},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.3276999890804291},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.3100000023841858},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.30799999833106995},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C140988679","wikidata":"https://www.wikidata.org/wiki/Q7140444","display_name":"Participatory action research","level":2,"score":0.29670000076293945},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26339998841285706},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.28945/5719","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5719","pdf_url":"https://www.jite.org/documents/Vol25/JITE-Rv25Art06Budiman13042.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.28945/5719","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5719","pdf_url":"https://www.jite.org/documents/Vol25/JITE-Rv25Art06Budiman13042.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7134130680.pdf","grobid_xml":"https://content.openalex.org/works/W7134130680.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Aim/Purpose:":[0],"This":[1,66],"study":[2,163],"examines":[3],"the":[4,39,47,62,112,147,153,209,216,316,324,342,381,425],"role":[5],"of":[6,123,146,161,319,329,344,429],"peer":[7,277],"networks":[8],"in":[9,44,111,165,183,206],"promoting":[10],"social":[11,166],"learning":[12,29,36,167,187,195,201,211,338,395],"to":[13,53,71,141,208,228,295,305,314,361,369,389,423],"address":[14],"Veo3":[15,82,113,356],"(a":[16],"web-based":[17],"artificial":[18],"intelligence":[19],"(AI)":[20],"video":[21],"generation":[22],"tool)":[23],"rather":[24,189],"than":[25,190],"common":[26],"top-down":[27,34,155,193],"formal":[28,35,154],"interventions.":[30],"Background:":[31],"In":[32,380],"a":[33,45,143,184,192,235],"intervention":[37],"where":[38],"instructor":[40,57],"is":[41],"only":[42,50],"present":[43],"workshop,":[46],"teaching":[48],"methods":[49],"outline":[51],"how":[52,335,392,399,409],"write":[54],"prompts.":[55,83],"The":[56,99,158,198,213],"has":[58],"little":[59],"idea":[60],"about":[61],"product":[63],"or":[64,80],"culture.":[65],"limitation":[67],"hinders":[68],"micro-entrepreneurs\u2019":[69],"ability":[70],"create":[72,142,417],"contextually":[73],"appropriate":[74],"advertising":[75,114],"content":[76],"while":[77,240],"experimenting":[78],"with":[79,94],"implementing":[81],"Methodology:":[84],"A":[85],"mixed-methods":[86],"approach":[87,373],"was":[88,118],"utilized,":[89],"integrating":[90],"post-workshop":[91,199],"retrospective":[92],"interviews":[93],"SNA":[95,129,388,420],"facilitated":[96],"by":[97,407],"Neo4j.":[98],"research":[100],"included":[101],"halal":[102],"food":[103],"craftsmen,":[104],"participants":[105,242],"from":[106,223],"Kuningan,":[107],"Indonesia,":[108],"who":[109],"participated":[110],"workshop.":[115,156],"Coding":[116],"reliability":[117],"delivered":[119],"through":[120,179,191],"inter-coder":[121],"agreement":[122],"\u03b1":[124],"=":[125],"0.928.":[126],"We":[127],"used":[128],"metrics,":[130],"such":[131],"as":[132,332,334,357,432],"betweenness":[133],"centrality,":[134,136],"eigenvector":[135,232],"and":[137,151,177,181,245,254,298,326,365,398,404,434,436],"Louvain":[138],"community":[139],"detection,":[140],"quantitative":[144],"map":[145],"network":[148,249,290,300,321,447],"structure":[149],"before":[150,279],"after":[152],"Contribution:":[157],"primary":[159],"contribution":[160],"this":[162,247,336,372],"lies":[164],"theory,":[168],"which":[169],"provides":[170],"empirical":[171],"evidence":[172],"that":[173,275,287,450],"individuals":[174],"acquire":[175],"influence":[176,221],"knowledge":[178],"participation":[180],"collaboration":[182],"peer-driven,":[185],"participatory":[186,237,273],"ecology":[188,202,339],"pre-workshop":[194,210],"ecology.":[196,212],"Findings:":[197],"peer-driven":[200,337,394],"encountered":[203],"significant":[204],"transformation":[205],"comparison":[207],"results":[214,403],"support":[215],"following":[217],"main":[218],"hypothesis:":[219],"(1)":[220,385],"shifted":[222],"hierarchical":[224],"figures":[225],"(high":[226,231],"betweenness)":[227],"active":[229],"collaborators":[230],"centrality);":[233],"(2)":[234,416],"core":[236],"sub-community":[238],"emerged,":[239],"non-active":[241],"were":[243],"peripheral;":[244],"(3)":[246,437],"restructured":[248],"directly":[250,294],"enabled":[251],"sophisticated,":[252],"iterative,":[253],"culturally":[255,346],"grounded":[256,347],"AI":[257,348,359],"creation":[258],"workflows":[259,343],"among":[260],"artisans.":[261],"Recommendations":[262],"for":[263,310,442],"Practitioners:":[264],"Learning":[265],"designers":[266],"must":[267],"prioritize":[268],"making":[269],"\u201ccommunity":[270],"share":[271],"abilities\u201d":[272],"design":[274,284],"requires":[276],"interaction":[278,430],"central":[280],"instruction.":[281],"Practitioners":[282],"should":[283,384],"collaborative":[285],"tasks":[286],"generate":[288],"practice-based":[289],"edges,":[291],"connect":[292],"learners":[293],"institutional":[296],"resources,":[297],"monitor":[299],"health":[301],"using":[302],"centrality":[303],"metrics":[304],"identify":[306],"structural":[307],"vulnerabilities.":[308],"Recommendation":[309],"Researchers:":[311],"Researchers":[312],"need":[313],"examine":[315],"long-term":[317],"impacts":[318],"these":[320],"structures":[322],"on":[323,351],"resilience":[325],"cultural":[327,405],"preservation":[328,406],"individual":[330],"learners,":[331],"well":[333],"may":[340],"enhance":[341],"advanced":[345],"creation.":[349],"Impact":[350],"Society:":[352],"When":[353],"micro-entrepreneurs":[354],"use":[355,386],"an":[358],"tool":[360],"preserve":[362],"their":[363,370],"culture":[364],"promote":[366],"products":[367],"relevant":[368],"audience,":[371],"encourages":[374],"individuals\u2019":[375,411],"computational":[376,412],"empowerment.":[377],"Future":[378],"Research:":[379],"future,":[382],"researchers":[383],"longitudinal":[387],"determine":[390],"out":[391],"long":[393],"ecologies":[396],"last":[397],"they":[400],"affect":[401],"business":[402],"examining":[408],"incremental":[410],"empowerment":[413],"affects":[414],"them,":[415],"more":[418],"detailed":[419],"edge":[421],"definitions":[422],"tell":[424],"difference":[426],"between":[427],"types":[428],"(such":[431],"\u201chelp-seeking\u201d":[433],"\u201cco-creation\u201d),":[435],"set":[438],"up":[439],"standard":[440],"procedures":[441],"turning":[443],"qualitative":[444],"data":[445],"into":[446],"parameters":[448],"so":[449],"studies":[451],"can":[452],"be":[453],"compared.":[454]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2026-03-08T00:00:00"}