{"id":"https://openalex.org/W7225741908","doi":"https://doi.org/10.1007/s41347-026-00759-4","title":"What Gets Adolescents to Click? Dissemination Message Features for Digital Single-Session Mental Health Interventions","display_name":"What Gets Adolescents to Click? Dissemination Message Features for Digital Single-Session Mental Health Interventions","publication_year":2026,"publication_date":"2026-11-10","ids":{"openalex":"https://openalex.org/W7225741908","doi":"https://doi.org/10.1007/s41347-026-00759-4"},"language":"en","primary_location":{"id":"doi:10.1007/s41347-026-00759-4","doi":"https://doi.org/10.1007/s41347-026-00759-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41347-026-00759-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210169117","display_name":"Journal of Technology in Behavioral Science","issn_l":"2366-5963","issn":["2366-5963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","vabb-shw"],"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":"Journal of Technology in Behavioral Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/s41347-026-00759-4","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013593317","display_name":"Juan Pablo Zapata","orcid":"https://orcid.org/0000-0002-1996-6863","observed_orcids":["https://orcid.org/0000-0002-1996-6863"]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan Pablo Zapata","raw_affiliation_strings":["Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA","Impact Institute, Northwestern University, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-1996-6863","affiliations":[{"raw_affiliation_string":"Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Impact Institute, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116803956","display_name":"Tyra Bergstrom","orcid":"https://orcid.org/0000-0002-1853-1577","observed_orcids":["https://orcid.org/0000-0002-1853-1577"]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tyra Bergstrom","raw_affiliation_strings":["Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018424740","display_name":"Aileen Kangavary","orcid":"https://orcid.org/0000-0002-1376-2800","observed_orcids":["https://orcid.org/0000-0002-1376-2800"]},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aileen Kangavary","raw_affiliation_strings":["College of Education, University of South Florida, Tampa, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Education, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081407488","display_name":"Ian Sotomayor","orcid":"https://orcid.org/0000-0002-7438-1462","observed_orcids":["https://orcid.org/0000-0002-7438-1462"]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Sotomayor","raw_affiliation_strings":["Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062155741","display_name":"Mallory Dobias","orcid":"https://orcid.org/0000-0001-6814-3006","observed_orcids":["https://orcid.org/0000-0001-6814-3006"]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mallory Lauren Dobias","raw_affiliation_strings":["Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044342414","display_name":"Jessica Lee Schleider","orcid":"https://orcid.org/0000-0003-2426-1953","observed_orcids":["https://orcid.org/0000-0003-2426-1953"]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Lee Schleider","raw_affiliation_strings":["Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA","Department of Psychology, Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Psychology, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013593317"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":{"value":3090,"currency":"USD","value_usd":3090},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T10272","display_name":"Mental Health Treatment and Access","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":9.999999747378752e-05,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6574000120162964},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.6449999809265137},{"id":"https://openalex.org/C2911018730","wikidata":"https://www.wikidata.org/wiki/Q190507","display_name":"Hopefulness","level":2,"score":0.536899983882904},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5318999886512756},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48579999804496765},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.420199990272522},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.41429999470710754},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.40619999170303345},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.39750000834465027},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.3901999890804291},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38040000200271606},{"id":"https://openalex.org/C2779116948","wikidata":"https://www.wikidata.org/wiki/Q17118983","display_name":"Help-seeking","level":3,"score":0.3540000021457672},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.336899995803833},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C2778080475","wikidata":"https://www.wikidata.org/wiki/Q4353774","display_name":"Health communication","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3046000003814697},{"id":"https://openalex.org/C150966472","wikidata":"https://www.wikidata.org/wiki/Q3410145","display_name":"Psychosocial","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C37381756","wikidata":"https://www.wikidata.org/wiki/Q20203288","display_name":"Representativeness heuristic","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2881999909877777},{"id":"https://openalex.org/C3018587665","wikidata":"https://www.wikidata.org/wiki/Q7268696","display_name":"Qualitative analysis","level":3,"score":0.2766999900341034},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.26170000433921814},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41347-026-00759-4","doi":"https://doi.org/10.1007/s41347-026-00759-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41347-026-00759-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210169117","display_name":"Journal of Technology in Behavioral Science","issn_l":"2366-5963","issn":["2366-5963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","vabb-shw"],"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":"Journal of Technology in Behavioral Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s41347-026-00759-4","doi":"https://doi.org/10.1007/s41347-026-00759-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41347-026-00759-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210169117","display_name":"Journal of Technology in Behavioral Science","issn_l":"2366-5963","issn":["2366-5963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","vabb-shw"],"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":"Journal of Technology in Behavioral Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2084783028","https://openalex.org/W2118826874","https://openalex.org/W2136608905","https://openalex.org/W2142284804","https://openalex.org/W2142912849","https://openalex.org/W2152129467","https://openalex.org/W2166896680","https://openalex.org/W2245858136","https://openalex.org/W2284563962","https://openalex.org/W2336519948","https://openalex.org/W2555978176","https://openalex.org/W2579151560","https://openalex.org/W2602575848","https://openalex.org/W2625745373","https://openalex.org/W2769653422","https://openalex.org/W2773914345","https://openalex.org/W2797726874","https://openalex.org/W2807797244","https://openalex.org/W2992554966","https://openalex.org/W3013944339","https://openalex.org/W3082892253","https://openalex.org/W3109934041","https://openalex.org/W3134071992","https://openalex.org/W4206481777","https://openalex.org/W4221094424","https://openalex.org/W4287377589","https://openalex.org/W4296827049","https://openalex.org/W4396753781","https://openalex.org/W4402624201","https://openalex.org/W4406898217","https://openalex.org/W4411338043","https://openalex.org/W6887636874"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"Digital,":[2],"self-guided":[3],"single-session":[4],"interventions":[5],"(SSIs)":[6],"are":[7],"scalable,":[8],"but":[9,255],"little":[10],"is":[11,258,284],"known":[12],"about":[13,44],"how":[14,290],"adolescents":[15,38,96,291],"interpret":[16,292],"dissemination":[17,231,275],"messaging":[18,228,297],"intended":[19],"to":[20,47,105,115,178,182,188,260,288,295],"promote":[21],"their":[22,45,240],"use.":[23],"Methods":[24],"Using":[25],"a":[26,100,270],"mixed":[27],"methods":[28],"design,":[29],"we":[30,35],"conducted":[31],"two":[32],"studies.":[33],"First,":[34],"interviewed":[36],"19":[37],"with":[39,161,190,214],"perceived":[40,156,195],"mental":[41,300],"health":[42,301],"needs":[43],"reactions":[46],"SSIs":[48,149,222,238],"and":[49,103,121,131,136,166,180,223,239,247,252,293],"promotional":[50,227,296],"messaging.":[51],"Findings":[52],"from":[53,176,186,245],"these":[54],"interviews":[55],"informed":[56],"the":[57,207,286],"development":[58],"of":[59,71,112,148,221,226,237],"three":[60],"ad":[61],"sets,":[62],"each":[63],"varying":[64],"one":[65,107],"COM-B":[66],"aligned":[67],"feature:":[68],"(a)":[69],"source":[70],"recommendation":[72],"(peer":[73],"vs.":[74,81,91],"provider":[75],"endorsement),":[76],"(b)":[77],"benefit":[78],"framing":[79],"(immediate":[80],"longer-term":[82],"benefits),":[83],"or":[84],"(c)":[85],"choice":[86],"structure":[87],"(single":[88],"recommended":[89],"SSI":[90,185,267],"multiple":[92],"options).":[93],"Second,":[94],"300":[95],"were":[97,125,139,146,169,212],"recruited":[98],"for":[99,298],"randomized":[101],"experiment":[102],"assigned":[104],"view":[106],"prototype.":[108],"Participants":[109],"completed":[110],"measures":[111],"hopefulness,":[113],"readiness":[114,181],"initiate":[116,183],"an":[117,184],"SSI,":[118],"prototype":[119],"perceptions,":[120],"open-ended":[122],"feedback.":[123],"Data":[124],"summarized":[126],"using":[127],"descriptive":[128],"statistics":[129],"overall":[130],"by":[132],"experimental":[133],"condition.":[134,209],"Qualitative":[135],"quantitative":[137],"findings":[138],"integrated":[140],"during":[141],"interpretation.":[142],"Results":[143],"Most":[144],"participants":[145],"unaware":[147],"(154/300,":[150],"51%),":[151],"yet":[152],"over":[153],"half":[154],"(53.0%)":[155],"them":[157],"as":[158],"helpful,":[159],"compared":[160],"19.7%":[162],"who":[163,168],"did":[164],"not":[165],"27.3%":[167],"unsure.":[170],"Across":[171],"conditions,":[172],"mean":[173],"hopefulness":[174],"ranged":[175],"2.24":[177],"2.64":[179],"4.78":[187],"5.54,":[189],"overlapping":[191,215],"95%":[192,202],"CIs.":[193],"Mean":[194],"appropriateness":[196],"was":[197],"2.78":[198],"(SD":[199],"=":[200],"1.04,":[201],"CI":[203],"[2.49,":[204],"3.07])":[205],"in":[206],"provider-endorsement":[208],"Condition-level":[210],"differences":[211],"small,":[213],"confidence":[216],"intervals.":[217],"Conclusions":[218],"Low":[219],"awareness":[220],"limited":[224],"recall":[225],"suggest":[229],"that":[230,263],"should":[232],"prioritize":[233],"clear,":[234],"concise":[235],"explanations":[236],"immediate":[241],"benefits.":[242],"Trusted":[243],"endorsements":[244],"peers":[246],"providers":[248],"may":[249],"enhance":[250],"credibility":[251],"initial":[253],"engagement,":[254],"additional":[256],"research":[257],"needed":[259],"identify":[261],"strategies":[262],"translate":[264],"interest":[265],"into":[266],"uptake.":[268],"In":[269],"crowded":[271],"digital":[272,299],"landscape,":[273],"where":[274],"efforts":[276],"have":[277],"lagged":[278],"behind":[279],"intervention":[280],"development,":[281],"our":[282],"study":[283],"among":[285],"first":[287],"examine":[289],"respond":[294],"interventions.":[302]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-11T00:00:00"}
