{"id":"https://openalex.org/W2967271850","doi":"https://doi.org/10.1080/0144929x.2019.1648553","title":"Exploring temporal behaviour of app users completing ecological momentary assessments using mental health scales and mood logs","display_name":"Exploring temporal behaviour of app users completing ecological momentary assessments using mental health scales and mood logs","publication_year":2019,"publication_date":"2019-08-08","ids":{"openalex":"https://openalex.org/W2967271850","doi":"https://doi.org/10.1080/0144929x.2019.1648553","mag":"2967271850"},"language":"en","primary_location":{"id":"doi:10.1080/0144929x.2019.1648553","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0144929x.2019.1648553","pdf_url":null,"source":{"id":"https://openalex.org/S123849098","display_name":"Behaviour and Information Technology","issn_l":"0144-929X","issn":["0144-929X","1362-3001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behaviour & Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.ulster.ac.uk/ws/files/77093911/BIT_Moment_Mental_Health.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067279312","display_name":"Raymond Bond","orcid":"https://orcid.org/0000-0002-1078-2232"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Raymond Bond","raw_affiliation_strings":["School of Computing, Ulster University, Newtownabbey, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077487257","display_name":"Anne Moorhead","orcid":"https://orcid.org/0000-0002-8585-2987"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anne Moorhead","raw_affiliation_strings":["School of Communication and Media, Ulster University, Newtownabbey, UK"],"affiliations":[{"raw_affiliation_string":"School of Communication and Media, Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038610271","display_name":"Maurice Mulvenna","orcid":"https://orcid.org/0000-0002-1554-0785"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maurice Mulvenna","raw_affiliation_strings":["School of Computing, Ulster University, Newtownabbey, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062570946","display_name":"Siobhan O\u2019Neill","orcid":"https://orcid.org/0000-0002-8786-2118"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Siobhan O'Neill","raw_affiliation_strings":["School of Psychology, Ulster University, Coleraine, UK"],"affiliations":[{"raw_affiliation_string":"School of Psychology, Ulster University, Coleraine, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069947672","display_name":"Courtney Potts","orcid":"https://orcid.org/0000-0002-5621-1611"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Courtney Potts","raw_affiliation_strings":["School of Computing, Ulster University, Newtownabbey, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111603775","display_name":"Nuala Murphy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nuala Murphy","raw_affiliation_strings":["Happy Mummy, Happy Baby, Belfast, UK"],"affiliations":[{"raw_affiliation_string":"Happy Mummy, Happy Baby, Belfast, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5067279312"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":1.2612,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81049113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"38","issue":"10","first_page":"1016","last_page":"1027"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9987999796867371,"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":0.9987999796867371,"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/T13283","display_name":"Mental Health Research Topics","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10677","display_name":"Attachment and Relationship Dynamics","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/mood","display_name":"Mood","score":0.8267533779144287},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.73012375831604},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.6977717876434326},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.584285318851471},{"id":"https://openalex.org/keywords/sadness","display_name":"Sadness","score":0.5641890168190002},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4825115203857422},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4638661742210388},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.45634353160858154},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.38502800464630127},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.26992037892341614},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2496907114982605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23874151706695557},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2119433879852295},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.18755289912223816},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.142955482006073},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1286025047302246},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11453860998153687}],"concepts":[{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.8267533779144287},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.73012375831604},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.6977717876434326},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.584285318851471},{"id":"https://openalex.org/C2779812673","wikidata":"https://www.wikidata.org/wiki/Q169251","display_name":"Sadness","level":3,"score":0.5641890168190002},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4825115203857422},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4638661742210388},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.45634353160858154},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.38502800464630127},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.26992037892341614},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2496907114982605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23874151706695557},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2119433879852295},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.18755289912223816},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.142955482006073},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1286025047302246},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11453860998153687}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/0144929x.2019.1648553","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0144929x.2019.1648553","pdf_url":null,"source":{"id":"https://openalex.org/S123849098","display_name":"Behaviour and Information Technology","issn_l":"0144-929X","issn":["0144-929X","1362-3001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behaviour & Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/0dcdec8d-3883-467c-9889-776b60b86145","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85070491631&partnerID=8YFLogxK","pdf_url":"https://pure.ulster.ac.uk/ws/files/77093911/BIT_Moment_Mental_Health.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bond, RR, Moorhead, A, Mulvenna, M, O'Neill, S, Potts, C & Murphy, N 2019, 'Exploring temporal behaviour of app users completing ecological momentary assessments using mental health scales and mood logs', \ufffcBehaviour and Information Technology, vol. 38, no. 10, pp. 1016-1027. https://doi.org/10.1080/0144929X.2019.1648553","raw_type":"article"},{"id":"pmh:oai:RePEc:taf:tbitxx:v:38:y:2019:i:10:p:1016-1027","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/0144929X.2019.1648553","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"},{"id":"pmh:oai:pure.atira.dk:openaire/0dcdec8d-3883-467c-9889-776b60b86145","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/0dcdec8d-3883-467c-9889-776b60b86145","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bond, RR, Moorhead, A, Mulvenna, M, O'Neill, S, Potts, C & Murphy, N 2019, 'Exploring temporal behaviour of app users completing ecological momentary assessments using mental health scales and mood logs', \ufffcBehaviour and Information Technology, vol. 38, no. 10, pp. 1016-1027. https://doi.org/10.1080/0144929X.2019.1648553","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/0dcdec8d-3883-467c-9889-776b60b86145","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85070491631&partnerID=8YFLogxK","pdf_url":"https://pure.ulster.ac.uk/ws/files/77093911/BIT_Moment_Mental_Health.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bond, RR, Moorhead, A, Mulvenna, M, O'Neill, S, Potts, C & Murphy, N 2019, 'Exploring temporal behaviour of app users completing ecological momentary assessments using mental health scales and mood logs', \ufffcBehaviour and Information Technology, vol. 38, no. 10, pp. 1016-1027. https://doi.org/10.1080/0144929X.2019.1648553","raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314204","display_name":"Invest Northern Ireland","ror":"https://ror.org/00qnrsq87"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2967271850.pdf","grobid_xml":"https://content.openalex.org/works/W2967271850.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W31096484","https://openalex.org/W136956388","https://openalex.org/W1552857643","https://openalex.org/W1741920700","https://openalex.org/W1939062634","https://openalex.org/W1995513033","https://openalex.org/W2019196399","https://openalex.org/W2024665480","https://openalex.org/W2034120880","https://openalex.org/W2042310998","https://openalex.org/W2075177804","https://openalex.org/W2085586906","https://openalex.org/W2132322340","https://openalex.org/W2149264570","https://openalex.org/W2155002669","https://openalex.org/W2317056622","https://openalex.org/W2343287865","https://openalex.org/W2347128633","https://openalex.org/W2392412101","https://openalex.org/W2520346693","https://openalex.org/W2596241616","https://openalex.org/W2799766028","https://openalex.org/W2800114483","https://openalex.org/W2806313543","https://openalex.org/W2889620547","https://openalex.org/W2890630647","https://openalex.org/W2900581557","https://openalex.org/W2900609363","https://openalex.org/W2900694408","https://openalex.org/W2901608201","https://openalex.org/W2905222826","https://openalex.org/W2905393963","https://openalex.org/W2907517110"],"related_works":["https://openalex.org/W2120267809","https://openalex.org/W2373147122","https://openalex.org/W2913307771","https://openalex.org/W4311605484","https://openalex.org/W2902116245","https://openalex.org/W2393989740","https://openalex.org/W2058555531","https://openalex.org/W2558014965","https://openalex.org/W4281384481","https://openalex.org/W2010326093"],"abstract_inverted_index":{"Smartphone-based":[0],"digital":[1],"phenotyping":[2],"can":[3],"provide":[4],"insight":[5],"into":[6],"mood,":[7],"cognition":[8],"and":[9,118,120,127,135,156,173],"behaviour.":[10],"In":[11],"this":[12],"study,":[13],"data":[14,20],"analytics":[15],"was":[16,81],"carried":[17],"out":[18],"with":[19,46,88,99,181,197],"generated":[21],"from":[22,193],"a":[23,144],"maternal":[24],"mental":[25,52,122,187],"health":[26,53,123,188],"app":[27,78],"to":[28,75,83,105,113],"address":[29],"the":[30,35,49,58,67,89,149,175,184],"following":[31],"question:":[32],"what":[33],"is":[34,148],"temporal":[36,176],"behaviour":[37,177],"of":[38,51,60,92,132,178,186],"users":[39,167,179],"when":[40],"completing":[41,169],"ecological":[42],"momentary":[43],"assessments":[44],"(EMAs)":[45],"EMAs":[47,56,172,182],"in":[48,57,183],"form":[50,59,185],"scales":[54,124,189],"versus":[55],"mood":[61,96,101,133,151,170,198],"logs?":[62],"The":[63,129,162],"methodology":[64],"involved":[65],"using":[66],"Health":[68],"Interaction":[69],"Log":[70],"Data":[71],"Analytics":[72],"(HILDA)":[73],"pipeline":[74],"analyse":[76],"1461":[77],"users.":[79],"Clustering":[80],"used":[82],"characterise":[84],"archetypical":[85],"user":[86],"engagement":[87],"two":[90],"forms":[91],"EMA.":[93],"Users":[94,109],"preferred":[95],"log":[97,102,114,171],"EMAs,":[98],"6993":[100],"completions":[103,137],"compared":[104],"2129":[106],"scale":[107,136],"completions.":[108],"are":[110,165,190],"more":[111],"willing":[112],"moods":[115],"at":[116],"9am":[117],"12pm":[119],"complete":[121],"between":[125],"8pm":[126],"10pm.":[128],"fewest":[130],"number":[131],"logs":[134],"take":[138],"place":[139],"on":[140],"Saturday":[141],"followed":[142],"by":[143],"Sunday.":[145],"Whilst":[146],"\u2018happiness\u2019":[147],"dominant":[150],"during":[152,159],"day":[153],"times,":[154],"\u2018anxiety\u2019":[155],"\u2018sadness\u2019":[157],"peak":[158],"night":[160],"times.":[161],"overall":[163],"findings":[164],"that":[166,174],"prefer":[168],"engaging":[180],"distinctly":[191],"different":[192],"how":[194],"they":[195],"engage":[196],"logs.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}