{"id":"https://openalex.org/W2944335162","doi":"https://doi.org/10.1007/s10660-019-09353-8","title":"Impact of content characteristics and emotion on behavioral engagement in social media: literature review and research agenda","display_name":"Impact of content characteristics and emotion on behavioral engagement in social media: literature review and research agenda","publication_year":2019,"publication_date":"2019-05-10","ids":{"openalex":"https://openalex.org/W2944335162","doi":"https://doi.org/10.1007/s10660-019-09353-8","mag":"2944335162"},"language":"en","primary_location":{"id":"doi:10.1007/s10660-019-09353-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-019-09353-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09353-8.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Commerce Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09353-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101941355","display_name":"Melanie Schreiner","orcid":"https://orcid.org/0000-0002-0405-3586"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Melanie Schreiner","raw_affiliation_strings":["University of Applied Sciences Upper Austria, Steyr, Austria"],"raw_orcid":"https://orcid.org/0000-0002-0405-3586","affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria, Steyr, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047723358","display_name":"Thomas Fischer","orcid":"https://orcid.org/0000-0001-9891-7797"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thomas Fischer","raw_affiliation_strings":["University of Applied Sciences Upper Austria, Steyr, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria, Steyr, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090056080","display_name":"Ren\u00e9 Riedl\u202c","orcid":"https://orcid.org/0000-0003-2468-5860"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]},{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Rene Riedl","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria","University of Applied Sciences Upper Austria, Steyr, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"University of Applied Sciences Upper Austria, Steyr, Austria","institution_ids":["https://openalex.org/I4210136249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101941355"],"corresponding_institution_ids":["https://openalex.org/I4210136249"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":39.0521,"has_fulltext":true,"cited_by_count":255,"citation_normalized_percentile":{"value":0.99791732,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"21","issue":"2","first_page":"329","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10355","display_name":"Impact of Technology on Adolescents","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12214","display_name":"Media Influence and Health","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.7117579579353333},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6722264289855957},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6277147531509399},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.626051127910614},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5586665272712708},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.49087244272232056},{"id":"https://openalex.org/keywords/media-content","display_name":"Media content","score":0.48957857489585876},{"id":"https://openalex.org/keywords/user-engagement","display_name":"User engagement","score":0.43642640113830566},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18025243282318115},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.13242030143737793},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07372176647186279}],"concepts":[{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.7117579579353333},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6722264289855957},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6277147531509399},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.626051127910614},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5586665272712708},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.49087244272232056},{"id":"https://openalex.org/C3020234875","wikidata":"https://www.wikidata.org/wiki/Q1260632","display_name":"Media content","level":2,"score":0.48957857489585876},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.43642640113830566},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18025243282318115},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.13242030143737793},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07372176647186279},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10660-019-09353-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-019-09353-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09353-8.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Commerce Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:elcore:v:21:y:2021:i:2:d:10.1007_s10660-019-09353-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10660-019-09353-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10660-019-09353-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-019-09353-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09353-8.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Commerce Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.49000000953674316,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944335162.pdf","grobid_xml":"https://content.openalex.org/works/W2944335162.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W636054936","https://openalex.org/W928600134","https://openalex.org/W1495712311","https://openalex.org/W1526281128","https://openalex.org/W1570850622","https://openalex.org/W1586520439","https://openalex.org/W1777859530","https://openalex.org/W1848672710","https://openalex.org/W1952707391","https://openalex.org/W1964504906","https://openalex.org/W1971440513","https://openalex.org/W1972570464","https://openalex.org/W1979286447","https://openalex.org/W1991997945","https://openalex.org/W1997433106","https://openalex.org/W2005424525","https://openalex.org/W2010143351","https://openalex.org/W2020911841","https://openalex.org/W2027955147","https://openalex.org/W2030986598","https://openalex.org/W2032450941","https://openalex.org/W2043510680","https://openalex.org/W2063139645","https://openalex.org/W2066592787","https://openalex.org/W2069810392","https://openalex.org/W2072322795","https://openalex.org/W2082622258","https://openalex.org/W2088474846","https://openalex.org/W2090336751","https://openalex.org/W2102998034","https://openalex.org/W2111628838","https://openalex.org/W2121001699","https://openalex.org/W2130300609","https://openalex.org/W2132652356","https://openalex.org/W2143355507","https://openalex.org/W2149628368","https://openalex.org/W2166982098","https://openalex.org/W2210025384","https://openalex.org/W2232046904","https://openalex.org/W2247664464","https://openalex.org/W2261362549","https://openalex.org/W2290526371","https://openalex.org/W2325097367","https://openalex.org/W2344059605","https://openalex.org/W2498482634","https://openalex.org/W2501210280","https://openalex.org/W2508425776","https://openalex.org/W2511975402","https://openalex.org/W2520873807","https://openalex.org/W2524459589","https://openalex.org/W2536305961","https://openalex.org/W2557787172","https://openalex.org/W2560065803","https://openalex.org/W2588296872","https://openalex.org/W2595656908","https://openalex.org/W2598467339","https://openalex.org/W2600570527","https://openalex.org/W2624948042","https://openalex.org/W2759735107","https://openalex.org/W2788086237","https://openalex.org/W2791130546","https://openalex.org/W3121315632","https://openalex.org/W3124507438","https://openalex.org/W3125774461","https://openalex.org/W4292811746","https://openalex.org/W6629535181","https://openalex.org/W6638025348"],"related_works":["https://openalex.org/W1531596286","https://openalex.org/W4252555896","https://openalex.org/W2585959423","https://openalex.org/W3185710324","https://openalex.org/W2781725988","https://openalex.org/W2897170392","https://openalex.org/W2729797474","https://openalex.org/W4308381178","https://openalex.org/W3123714837","https://openalex.org/W2501226074"],"abstract_inverted_index":{"Abstract":[0],"We":[1,54,75,95],"present":[2],"a":[3,35,56],"review":[4],"of":[5,15,17,34,38,59,104],"N":[6],"=":[7],"45":[8],"studies,":[9],"which":[10],"deals":[11],"with":[12],"the":[13,32,63,87,101,108,129],"effect":[14,37,103],"characteristics":[16,66,91],"social":[18,130],"media":[19,131],"content":[20,46,65,90,93],"(e.g.,":[21,44],"topic":[22],"or":[23],"length)":[24],"on":[25],"behavioral":[26],"engagement.":[27,94],"In":[28,117],"addition,":[29,118],"we":[30],"reviewed":[31],"possibility":[33],"mediating":[36,102],"emotional":[39,105],"responses":[40,106],"in":[41,107],"this":[42],"context":[43,132],"arousing":[45],"has":[47],"been":[48],"shown":[49],"to":[50,133],"increase":[51],"engagement":[52],"behavior).":[53],"find":[55,96],"diverse":[57],"body":[58],"research,":[60],"particularly":[61],"for":[62,86,114,128],"varying":[64],"that":[67,99],"affect":[68],"engagement,":[69],"yet":[70],"without":[71],"any":[72],"conclusive":[73],"results.":[74],"therefore":[76,112],"also":[77],"highlight":[78],"potential":[79],"confounding":[80],"effects":[81],"causing":[82],"such":[83],"diverging":[84],"results":[85],"relationship":[88,110],"between":[89],"and":[92,111],"no":[97],"study":[98],"evaluates":[100],"content\u2014engagement":[109],"call":[113],"further":[115],"investigations.":[116],"future":[119],"research":[120],"should":[121],"apply":[122],"an":[123],"extended":[124],"communication":[125],"model":[126],"adapted":[127],"guarantee":[134],"rigorous":[135],"research.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":53},{"year":2024,"cited_by_count":45},{"year":2023,"cited_by_count":48},{"year":2022,"cited_by_count":48},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
