{"id":"https://openalex.org/W1970424779","doi":"https://doi.org/10.1145/1838562.1838563","title":"Multi-Layered Interfaces to Improve Older Adults\u2019 Initial Learnability of Mobile Applications","display_name":"Multi-Layered Interfaces to Improve Older Adults\u2019 Initial Learnability of Mobile Applications","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W1970424779","doi":"https://doi.org/10.1145/1838562.1838563","mag":"1970424779"},"language":"en","primary_location":{"id":"doi:10.1145/1838562.1838563","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1838562.1838563","pdf_url":null,"source":{"id":"https://openalex.org/S79551877","display_name":"ACM Transactions on Accessible Computing","issn_l":"1936-7228","issn":["1936-7228","1936-7236"],"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":"ACM Transactions on Accessible Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109278581","display_name":"Rock Leung","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rock Leung","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031744461","display_name":"Leah Findlater","orcid":"https://orcid.org/0000-0002-5619-4452"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leah Findlater","raw_affiliation_strings":["University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016459516","display_name":"Joanna McGrenere","orcid":"https://orcid.org/0000-0002-8411-3293"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joanna McGrenere","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036327114","display_name":"Peter Graf","orcid":"https://orcid.org/0000-0002-0050-8619"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter Graf","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062194494","display_name":"Justine Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Justine Yang","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.2888,"has_fulltext":false,"cited_by_count":90,"citation_normalized_percentile":{"value":0.99172118,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"3","issue":"1","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/T11977","display_name":"Technology Use by Older Adults","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/learnability","display_name":"Learnability","score":0.874083399772644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6594951152801514},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6341378688812256},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6117340326309204},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5540871024131775},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5512111186981201},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5465192794799805},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5364599227905273},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4762968122959137},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4597613215446472},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.4171629548072815},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1373613178730011},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11183321475982666},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09072920680046082}],"concepts":[{"id":"https://openalex.org/C2777723229","wikidata":"https://www.wikidata.org/wiki/Q4367921","display_name":"Learnability","level":2,"score":0.874083399772644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6594951152801514},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6341378688812256},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6117340326309204},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5540871024131775},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5512111186981201},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5465192794799805},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5364599227905273},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4762968122959137},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4597613215446472},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.4171629548072815},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1373613178730011},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11183321475982666},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09072920680046082},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1838562.1838563","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1838562.1838563","pdf_url":null,"source":{"id":"https://openalex.org/S79551877","display_name":"ACM Transactions on Accessible Computing","issn_l":"1936-7228","issn":["1936-7228","1936-7236"],"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":"ACM Transactions on Accessible Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8199999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W179157546","https://openalex.org/W321726205","https://openalex.org/W618310327","https://openalex.org/W1530825664","https://openalex.org/W1543761991","https://openalex.org/W1571098434","https://openalex.org/W1606458861","https://openalex.org/W1883094066","https://openalex.org/W1998575585","https://openalex.org/W2001478103","https://openalex.org/W2024342461","https://openalex.org/W2037124948","https://openalex.org/W2078696338","https://openalex.org/W2103397022","https://openalex.org/W2107031757","https://openalex.org/W2107464266","https://openalex.org/W2107738566","https://openalex.org/W2115283308","https://openalex.org/W2124732843","https://openalex.org/W2129230445","https://openalex.org/W2138350998","https://openalex.org/W2144544539","https://openalex.org/W2151010882","https://openalex.org/W2157275449","https://openalex.org/W2159213918","https://openalex.org/W2169294099","https://openalex.org/W2170169422","https://openalex.org/W2177345243","https://openalex.org/W2480448245","https://openalex.org/W4299627282","https://openalex.org/W6634167048","https://openalex.org/W6676028428","https://openalex.org/W6678321527"],"related_works":["https://openalex.org/W4302791369","https://openalex.org/W2951285859","https://openalex.org/W2766040214","https://openalex.org/W72092541","https://openalex.org/W37360785","https://openalex.org/W1973394166","https://openalex.org/W180475243","https://openalex.org/W2161684601","https://openalex.org/W1649706580","https://openalex.org/W3195608031"],"abstract_inverted_index":{"Mobile":[0],"computing":[1],"devices":[2,20,36],"can":[3],"offer":[4],"older":[5,15,80,97,198,235],"adults":[6,16],"(ages":[7,98],"65+)":[8],"support":[9],"in":[10,83,204],"their":[11,169],"daily":[12],"lives,":[13],"but":[14,179],"often":[17],"find":[18],"such":[19],"difficult":[21],"to":[22,30,55,61,135,143,151,164],"learn":[23],"and":[24,100,150,215],"use.":[25],"One":[26],"potential":[27],"design":[28],"approach":[29,223],"improve":[31],"the":[32,73,129,136,162,165,172,191,220,228],"learnability":[33,229],"of":[34,75,147,206,230],"mobile":[35,88,231],"is":[37,224],"a":[38,47,62,76,87,92,111,114,122,145],"Multi-Layered":[39],"(ML)":[40],"interface,":[41],"where":[42],"novice":[43],"users":[44,142,159],"start":[45],"with":[46,95],"reduced-functionality":[48],"interface":[49,65,78,167,193,222],"layer":[50,66],"that":[51,128,153],"only":[52],"allows":[53],"them":[54],"perform":[56],"basic":[57,148],"tasks,":[58],"before":[59],"progressing":[60],"more":[63],"complex":[64],"when":[67],"they":[68],"are":[69],"comfortable.":[70],"We":[71,90,126,217],"studied":[72],"effects":[74],"ML":[77,130,192,221],"on":[79,86,109,121,171,185],"adults\u2019":[81],"performance":[82,170],"learning":[84,186],"tasks":[85,108,149,175],"device.":[89],"conducted":[91],"controlled":[93],"experiment":[94],"16":[96,101],"65--81)":[99],"younger":[102,202],"participants":[103,199,203],"(age":[104],"21--36),":[105],"who":[106],"performed":[107],"either":[110],"2-layer":[112],"or":[113],"nonlayered":[115],"(control)":[116],"address":[117],"book":[118],"application,":[119],"implemented":[120],"commercial":[123],"smart":[124],"phone.":[125],"found":[127,184],"interface\u2019s":[131],"Reduced-Functionality":[132,163],"layer,":[133,139,168],"compared":[134],"control\u2019s":[137],"Full-Functionality":[138,166],"better":[140],"helped":[141],"master":[144],"set":[146],"retain":[152],"ability":[154],"30":[155],"minutes":[156],"later.":[157],"When":[158],"transitioned":[160],"from":[161],"previously":[173],"learned":[174],"was":[176,183],"negatively":[177],"affected,":[178],"no":[180],"negative":[181],"impact":[182],"new,":[187],"advanced":[188],"tasks.":[189],"Overall,":[190],"provided":[194],"greater":[195],"benefit":[196],"for":[197,201,226,234],"than":[200],"terms":[205],"task":[207],"completion":[208],"time":[209],"during":[210],"initial":[211],"learning,":[212],"perceived":[213],"complexity,":[214],"preference.":[216],"discuss":[218],"how":[219],"suitable":[225],"improving":[227],"applications,":[232],"particularly":[233],"adults.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
