{"id":"https://openalex.org/W4402024770","doi":"https://doi.org/10.1177/02683962241283051","title":"A temporal dynamics framework and methodology for computationally intensive social media research","display_name":"A temporal dynamics framework and methodology for computationally intensive social media research","publication_year":2024,"publication_date":"2024-08-28","ids":{"openalex":"https://openalex.org/W4402024770","doi":"https://doi.org/10.1177/02683962241283051"},"language":"en","primary_location":{"id":"doi:10.1177/02683962241283051","is_oa":false,"landing_page_url":"https://doi.org/10.1177/02683962241283051","pdf_url":null,"source":{"id":"https://openalex.org/S135086714","display_name":"Journal of Information Technology","issn_l":"0268-3962","issn":["0268-3962","1466-4437"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=2245&context=jit","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088381809","display_name":"Shohil Kishore","orcid":"https://orcid.org/0000-0002-8671-8827"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Shohil Kishore","raw_affiliation_strings":["The University of Auckland","Department of Information Systems and Operations ManagementThe University of Auckland"],"raw_orcid":"https://orcid.org/0000-0002-8671-8827","affiliations":[{"raw_affiliation_string":"The University of Auckland","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Department of Information Systems and Operations ManagementThe University of Auckland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078179651","display_name":"David Sundaram","orcid":"https://orcid.org/0000-0003-1575-4174"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"David Sundaram","raw_affiliation_strings":["The University of Auckland","Department of Information Systems and Operations ManagementThe University of Auckland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Auckland","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Department of Information Systems and Operations ManagementThe University of Auckland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026709421","display_name":"Michael Myers","orcid":"https://orcid.org/0000-0001-8525-6395"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Michael David Myers","raw_affiliation_strings":["The University of Auckland","Department of ISOMUniversity of Auckland"],"raw_orcid":"https://orcid.org/0000-0001-8525-6395","affiliations":[{"raw_affiliation_string":"The University of Auckland","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Department of ISOMUniversity of Auckland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088381809"],"corresponding_institution_ids":["https://openalex.org/I154130895"],"apc_list":null,"apc_paid":null,"fwci":0.5143,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63181262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"40","issue":"2","first_page":"140","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/soft-systems-methodology","display_name":"Soft systems methodology","score":0.791820764541626},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6383085250854492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6122220754623413},{"id":"https://openalex.org/keywords/strategic-information-system","display_name":"Strategic information system","score":0.594292402267456},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5408930778503418},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5039164423942566},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4298509657382965},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.4201722741127014},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.3764731287956238},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3601536154747009},{"id":"https://openalex.org/keywords/management-information-systems","display_name":"Management information systems","score":0.3061971366405487},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2734197974205017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20959684252738953},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14629796147346497},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11242222785949707}],"concepts":[{"id":"https://openalex.org/C141846272","wikidata":"https://www.wikidata.org/wiki/Q613474","display_name":"Soft systems methodology","level":4,"score":0.791820764541626},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6383085250854492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6122220754623413},{"id":"https://openalex.org/C65986115","wikidata":"https://www.wikidata.org/wiki/Q1135904","display_name":"Strategic information system","level":4,"score":0.594292402267456},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5408930778503418},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5039164423942566},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4298509657382965},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.4201722741127014},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3764731287956238},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3601536154747009},{"id":"https://openalex.org/C29848774","wikidata":"https://www.wikidata.org/wiki/Q61905","display_name":"Management information systems","level":3,"score":0.3061971366405487},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2734197974205017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20959684252738953},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14629796147346497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11242222785949707},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/02683962241283051","is_oa":false,"landing_page_url":"https://doi.org/10.1177/02683962241283051","pdf_url":null,"source":{"id":"https://openalex.org/S135086714","display_name":"Journal of Information Technology","issn_l":"0268-3962","issn":["0268-3962","1466-4437"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:aisel.aisnet.org:jit-2245","is_oa":true,"landing_page_url":"https://aisel.aisnet.org/jit/vol40/iss2/3","pdf_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=2245&context=jit","source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Information Technology","raw_type":"text"},{"id":"pmh:oai:researchspace.auckland.ac.nz:2292/70213","is_oa":true,"landing_page_url":"https://hdl.handle.net/2292/70213","pdf_url":null,"source":{"id":"https://openalex.org/S7407055463","display_name":"ResearchSpace (University of Auckland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I154130895","host_organization_name":"University of Auckland","host_organization_lineage":["https://openalex.org/I154130895"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:aisel.aisnet.org:jit-2245","is_oa":true,"landing_page_url":"https://aisel.aisnet.org/jit/vol40/iss2/3","pdf_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=2245&context=jit","source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Information Technology","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7200000286102295,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402024770.pdf","grobid_xml":"https://content.openalex.org/works/W4402024770.grobid-xml"},"referenced_works_count":108,"referenced_works":["https://openalex.org/W606806371","https://openalex.org/W1413113279","https://openalex.org/W1485108229","https://openalex.org/W1783923516","https://openalex.org/W1933657216","https://openalex.org/W1967724737","https://openalex.org/W1989343098","https://openalex.org/W2019568653","https://openalex.org/W2020558797","https://openalex.org/W2023115322","https://openalex.org/W2047349761","https://openalex.org/W2050401924","https://openalex.org/W2052729098","https://openalex.org/W2054534589","https://openalex.org/W2057732263","https://openalex.org/W2068807114","https://openalex.org/W2072644219","https://openalex.org/W2095867983","https://openalex.org/W2113632446","https://openalex.org/W2117646535","https://openalex.org/W2119453837","https://openalex.org/W2121712502","https://openalex.org/W2123438112","https://openalex.org/W2129728332","https://openalex.org/W2131209164","https://openalex.org/W2134705950","https://openalex.org/W2144424167","https://openalex.org/W2146691185","https://openalex.org/W2148277253","https://openalex.org/W2150394933","https://openalex.org/W2160793147","https://openalex.org/W2164777277","https://openalex.org/W2284916459","https://openalex.org/W2324679456","https://openalex.org/W2528662334","https://openalex.org/W2530467192","https://openalex.org/W2531522074","https://openalex.org/W2554856970","https://openalex.org/W2577227262","https://openalex.org/W2588479716","https://openalex.org/W2598116636","https://openalex.org/W2604652163","https://openalex.org/W2732789950","https://openalex.org/W2754799758","https://openalex.org/W2805041127","https://openalex.org/W2889387953","https://openalex.org/W2900938030","https://openalex.org/W2902999784","https://openalex.org/W2903825036","https://openalex.org/W2914030410","https://openalex.org/W2944046788","https://openalex.org/W2944478914","https://openalex.org/W2958559598","https://openalex.org/W2980627858","https://openalex.org/W2984711778","https://openalex.org/W3006487458","https://openalex.org/W3014402505","https://openalex.org/W3033183482","https://openalex.org/W3034697394","https://openalex.org/W3035939752","https://openalex.org/W3037942277","https://openalex.org/W3039896829","https://openalex.org/W3043958695","https://openalex.org/W3045138082","https://openalex.org/W3085928585","https://openalex.org/W3090820662","https://openalex.org/W3091769585","https://openalex.org/W3094293990","https://openalex.org/W3112643639","https://openalex.org/W3112808112","https://openalex.org/W3113173175","https://openalex.org/W3123679541","https://openalex.org/W3125237169","https://openalex.org/W3160420703","https://openalex.org/W3162755768","https://openalex.org/W3162825166","https://openalex.org/W3175930837","https://openalex.org/W3194481115","https://openalex.org/W3198460693","https://openalex.org/W3209112567","https://openalex.org/W3214768576","https://openalex.org/W4206617476","https://openalex.org/W4220777523","https://openalex.org/W4220946269","https://openalex.org/W4221142221","https://openalex.org/W4229006528","https://openalex.org/W4230145224","https://openalex.org/W4230989785","https://openalex.org/W4238007802","https://openalex.org/W4240465045","https://openalex.org/W4241430965","https://openalex.org/W4244435195","https://openalex.org/W4252412508","https://openalex.org/W4283584734","https://openalex.org/W4285346780","https://openalex.org/W4292542163","https://openalex.org/W4313589969","https://openalex.org/W4318995205","https://openalex.org/W4386326812","https://openalex.org/W4387198717","https://openalex.org/W4387403120","https://openalex.org/W4388454286","https://openalex.org/W4391904265","https://openalex.org/W4400981251","https://openalex.org/W4401384215","https://openalex.org/W4401552144","https://openalex.org/W4413451420","https://openalex.org/W7027981237"],"related_works":["https://openalex.org/W2003325800","https://openalex.org/W4232845001","https://openalex.org/W3139865560","https://openalex.org/W2028302819","https://openalex.org/W2235193097","https://openalex.org/W4238456722","https://openalex.org/W2268844514","https://openalex.org/W1998751061","https://openalex.org/W115484909","https://openalex.org/W2016384743"],"abstract_inverted_index":{"The":[0,106],"growing":[1],"availability":[2],"of":[3,18,81,92,101,119],"expansive":[4],"social":[5,21,112,132],"media":[6,113,133],"trace":[7],"data":[8,29,45,48],"(SMTD)":[9],"offers":[10],"researchers":[11],"promising":[12],"opportunities":[13],"to":[14,32,58,76],"create":[15],"rich":[16],"depictions":[17],"societal":[19],"and":[20,47,69,128,149],"phenomena.":[22],"Despite":[23],"this":[24],"potential,":[25],"research":[26],"analysing":[27],"such":[28],"often":[30],"struggles":[31],"construct":[33],"novel":[34],"theoretical":[35],"insight.":[36],"This":[37,135],"paper":[38],"argues":[39],"that":[40,116],"holistically":[41],"incorporating":[42,154],"temporality":[43,60],"enhances":[44],"collection":[46],"analysis,":[49],"subsequently":[50],"facilitating":[51],"process":[52,150],"theory":[53,151],"construction":[54,152],"from":[55],"SMTD.":[56],"Recommendations":[57],"integrate":[59],"are":[61],"outlined":[62],"in":[63,98,111,124,143],"the":[64,74,78,93,99,120,125,140],"proposed":[65],"Temporal":[66],"Dynamics":[67],"Framework":[68],"Methodology":[70],"(TDFM).":[71],"We":[72],"apply":[73],"TDFM":[75],"investigate":[77],"temporal":[79],"dynamics":[80],"mental":[82],"health":[83],"discourse":[84],"on":[85,158],"Twitter":[86],"(now":[87],"X)":[88],"across":[89],"different":[90,117],"phases":[91,118],"COVID-19":[94],"pandemic,":[95],"theoretically":[96],"framed":[97],"context":[100],"innate":[102],"psychological":[103],"needs":[104,126],"satisfaction.":[105],"findings":[107],"reveal":[108],"dynamic":[109,156],"shifts":[110],"use,":[114],"indicating":[115],"pandemic":[121],"triggered":[122],"changes":[123],"motivating,":[127],"being":[129],"motivated":[130],"by,":[131],"use.":[134],"illustrative":[136],"case":[137],"reflectively":[138],"evaluates":[139],"TDFM's":[141],"usefulness":[142],"contextualising":[144],"SMTD":[145],"collection,":[146],"analytical":[147],"strategies,":[148],"by":[153],"a":[155],"perspective":[157],"time.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
