{"id":"https://openalex.org/W4387344808","doi":"https://doi.org/10.1145/3610060","title":"Evaluating Similarity Variables for Peer Matching in Digital Health Storytelling","display_name":"Evaluating Similarity Variables for Peer Matching in Digital Health Storytelling","publication_year":2023,"publication_date":"2023-09-28","ids":{"openalex":"https://openalex.org/W4387344808","doi":"https://doi.org/10.1145/3610060"},"language":"en","primary_location":{"id":"doi:10.1145/3610060","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610060","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610060","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3610060","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065165873","display_name":"Herman Saksono","orcid":"https://orcid.org/0000-0002-1148-7534"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Herman Saksono","raw_affiliation_strings":["Northeastern University & Harvard University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1148-7534","affiliations":[{"raw_affiliation_string":"Northeastern University & Harvard University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060438170","display_name":"Vivien Morris","orcid":"https://orcid.org/0009-0002-8981-6200"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vivien Morris","raw_affiliation_strings":["Mattapan Food and Fitness Coalition, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0009-0002-8981-6200","affiliations":[{"raw_affiliation_string":"Mattapan Food and Fitness Coalition, Boston, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011902450","display_name":"Andrea G. Parker","orcid":"https://orcid.org/0000-0002-2362-7717"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea G. Parker","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2362-7717","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010436269","display_name":"Krzysztof Z. Gajos","orcid":"https://orcid.org/0000-0002-1897-9048"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krzysztof Z. Gajos","raw_affiliation_strings":["Harvard University, Allston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1897-9048","affiliations":[{"raw_affiliation_string":"Harvard University, Allston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.6924,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.99104524,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":"CSCW2","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9943000078201294,"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/T12027","display_name":"Social Media in Health Education","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/matching","display_name":"Matching (statistics)","score":0.6234637498855591},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5925742387771606},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.5019288063049316},{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.473242849111557},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.452494353055954},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.44527724385261536},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.33877086639404297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22193509340286255},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17749878764152527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10153087973594666}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6234637498855591},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5925742387771606},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.5019288063049316},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.473242849111557},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.452494353055954},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.44527724385261536},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.33877086639404297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22193509340286255},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17749878764152527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10153087973594666},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3610060","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610060","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610060","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3610060","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610060","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610060","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387344808.pdf","grobid_xml":"https://content.openalex.org/works/W4387344808.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1974554718","https://openalex.org/W1986718191","https://openalex.org/W2002631972","https://openalex.org/W2028709826","https://openalex.org/W2052236171","https://openalex.org/W2058393142","https://openalex.org/W2066933966","https://openalex.org/W2072194882","https://openalex.org/W2083439948","https://openalex.org/W2103835298","https://openalex.org/W2109868015","https://openalex.org/W2112707233","https://openalex.org/W2119401330","https://openalex.org/W2119625895","https://openalex.org/W2125458801","https://openalex.org/W2129570131","https://openalex.org/W2139500413","https://openalex.org/W2145312642","https://openalex.org/W2147845826","https://openalex.org/W2155987657","https://openalex.org/W2157829553","https://openalex.org/W2163227443","https://openalex.org/W2167557160","https://openalex.org/W2318723339","https://openalex.org/W2413682007","https://openalex.org/W2425766417","https://openalex.org/W2490504474","https://openalex.org/W2588888822","https://openalex.org/W2606861540","https://openalex.org/W2611339414","https://openalex.org/W2875117787","https://openalex.org/W2890210869","https://openalex.org/W2890747653","https://openalex.org/W2890981884","https://openalex.org/W2895068430","https://openalex.org/W2895077987","https://openalex.org/W2900726805","https://openalex.org/W2903862252","https://openalex.org/W2910732263","https://openalex.org/W2937150083","https://openalex.org/W2940507696","https://openalex.org/W2947602156","https://openalex.org/W2948648355","https://openalex.org/W2955669146","https://openalex.org/W2983921939","https://openalex.org/W2993084913","https://openalex.org/W3017399313","https://openalex.org/W3030651886","https://openalex.org/W3035885149","https://openalex.org/W3088321859","https://openalex.org/W3118804543","https://openalex.org/W3147460709","https://openalex.org/W3161658492","https://openalex.org/W3205149574","https://openalex.org/W3210688059","https://openalex.org/W4206094317","https://openalex.org/W4206904031","https://openalex.org/W4239607272"],"related_works":["https://openalex.org/W2944277854","https://openalex.org/W2258359646","https://openalex.org/W2493324121","https://openalex.org/W2483613126","https://openalex.org/W4234402960","https://openalex.org/W4210958110","https://openalex.org/W4210994448","https://openalex.org/W2097838441","https://openalex.org/W4386824558","https://openalex.org/W204135935"],"abstract_inverted_index":{"Peer":[0],"matching":[1,11,78,174,203,229],"can":[2,17,72],"enhance":[3],"the":[4,81,102,160,164],"impact":[5],"of":[6,65,84,104,124,167,201],"social":[7,20,82],"health":[8,15,25,40,98,231,246,252],"technologies.":[9],"By":[10],"similar":[12],"peers,":[13],"online":[14],"communities":[16],"optimally":[18],"facilitate":[19],"modeling":[21,83],"that":[22,79,100,173,191,227,241],"supports":[23,80],"positive":[24],"attitudes":[26],"and":[27,127,198,209,240],"moods.":[28],"However,":[29],"little":[30],"work":[31],"has":[32],"examined":[33],"how":[34,62],"to":[35,46,60,75,120,147,149,179],"operationalize":[36],"similarities":[37],"in":[38,204,230,245],"digital":[39],"tools,":[41],"thus":[42],"limiting":[43],"our":[44,187,224],"ability":[45],"perform":[47,76],"optimal":[48],"peer":[49,77,150,202,228],"matching.":[50],"To":[51],"address":[52],"this":[53,89,110],"gap,":[54],"we":[55,144],"conducted":[56],"a":[57,97,180,196],"factorial":[58],"experiment":[59],"examine":[61],"three":[63,165],"categories":[64,166],"similarity":[66,168],"variables":[67,177],"(i.e.,":[68],"Demographic,":[69],"Ability,":[70],"Experiential)":[71],"be":[73],"used":[74],"physical":[85,92,155],"activity.":[86,156],"We":[87,107,134,157],"focus":[88],"study":[90,111],"on":[91],"activity":[93],"because":[94,123],"it":[95],"is":[96,233,248],"behavior":[99],"reduces":[101],"risk":[103],"chronic":[105],"diseases.":[106],"also":[108],"prioritized":[109],"for":[112,236,250],"single-caregiver":[113,132,137,193,214],"mothers":[114,138,194,215],"who":[115],"often":[116],"face":[117],"substantial":[118],"barriers":[119],"being":[121],"active":[122],"immense":[125],"employment":[126],"household":[128],"responsibilities,":[129],"especially":[130],"Black":[131,192],"mothers.":[133],"recruited":[135],"309":[136],"(49%":[139],"Black,":[140],"51%":[141],"white),":[142],"then":[143],"asked":[145],"them":[146],"listen":[148],"audio":[151],"storytelling":[152,232],"about":[153],"family":[154],"randomly":[158],"matched/mismatched":[159],"storyteller's":[161],"profile":[162],"using":[163],"variables.":[169],"Our":[170],"analyses":[171,189],"demonstrated":[172],"by":[175],"Demographic":[176],"led":[178],"significantly":[181],"higher":[182],"Physical":[183,205],"Activity":[184,206],"Intention.":[185],"Furthermore,":[186],"subgroup":[188],"indicated":[190],"experienced":[195],"significant":[197,220],"immediate":[199,221],"effect":[200],"Intention,":[207],"Self-efficacy,":[208],"mood.":[210],"In":[211],"contrast,":[212],"white":[213],"did":[216],"not":[217],"report":[218],"any":[219],"effect.":[222],"Collectively,":[223],"data":[225],"suggest":[226],"potentially":[234],"beneficial":[235],"racially":[237],"minoritized":[238],"groups;":[239],"having":[242],"diverse":[243],"representations":[244],"technology":[247],"required":[249],"promoting":[251],"equity.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}