{"id":"https://openalex.org/W3093772570","doi":"https://doi.org/10.1145/3422869","title":"A Systematic Review of Empirical Measures of Workload Capacity","display_name":"A Systematic Review of Empirical Measures of Workload Capacity","publication_year":2020,"publication_date":"2020-07-31","ids":{"openalex":"https://openalex.org/W3093772570","doi":"https://doi.org/10.1145/3422869","mag":"3093772570"},"language":"en","primary_location":{"id":"doi:10.1145/3422869","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3422869","pdf_url":null,"source":{"id":"https://openalex.org/S32453091","display_name":"ACM Transactions on Applied Perception","issn_l":"1544-3558","issn":["1544-3558","1544-3965"],"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 Applied Perception","raw_type":"journal-article"},"type":"review","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/A5043775566","display_name":"Alexander Thorpe","orcid":"https://orcid.org/0000-0001-9267-1175"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Alexander Thorpe","raw_affiliation_strings":["University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046051908","display_name":"Keith Nesbitt","orcid":"https://orcid.org/0000-0001-5408-7138"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Keith Nesbitt","raw_affiliation_strings":["University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079997376","display_name":"Ami Eidels","orcid":"https://orcid.org/0000-0003-4301-6072"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ami Eidels","raw_affiliation_strings":["University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043775566"],"corresponding_institution_ids":["https://openalex.org/I78757542"],"apc_list":null,"apc_paid":null,"fwci":0.8987,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.784331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"3","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.9240933656692505},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.8083466291427612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7664089202880859},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6714354157447815},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5489979386329651},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5352258086204529},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5200088620185852},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4852273464202881},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.44493451714515686},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1816292405128479}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.9240933656692505},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.8083466291427612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7664089202880859},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6714354157447815},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5489979386329651},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5352258086204529},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5200088620185852},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4852273464202881},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.44493451714515686},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1816292405128479},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3422869","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3422869","pdf_url":null,"source":{"id":"https://openalex.org/S32453091","display_name":"ACM Transactions on Applied Perception","issn_l":"1544-3558","issn":["1544-3558","1544-3965"],"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 Applied Perception","raw_type":"journal-article"},{"id":"pmh:uon:37725","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1421370","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W936322703","https://openalex.org/W1522306314","https://openalex.org/W1602661696","https://openalex.org/W1980877068","https://openalex.org/W1989191993","https://openalex.org/W2002894033","https://openalex.org/W2004556435","https://openalex.org/W2023133322","https://openalex.org/W2058317558","https://openalex.org/W2071842526","https://openalex.org/W2096588538","https://openalex.org/W2122159392","https://openalex.org/W2129064244","https://openalex.org/W2130736456","https://openalex.org/W2145965506","https://openalex.org/W2146948159","https://openalex.org/W2147793138","https://openalex.org/W2186851868","https://openalex.org/W2518324767","https://openalex.org/W2743630286","https://openalex.org/W2884160302","https://openalex.org/W2972233716","https://openalex.org/W3000331706","https://openalex.org/W4232610642","https://openalex.org/W4243432123"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W4389670110","https://openalex.org/W2187546663","https://openalex.org/W2429057255","https://openalex.org/W148745890","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W2384410913"],"abstract_inverted_index":{"The":[0],"usability":[1],"of":[2,11,40,49,66,80,90],"the":[3,9,20,26,38,46,50,57],"human-machine":[4],"interface":[5,21],"is":[6],"dependent":[7],"on":[8,36,99,116],"quality":[10,39],"its":[12],"design":[13],"and":[14,28,72,108,114,120,128,134,142,146],"testing.":[15],"Defining":[16],"clear":[17],"criteria":[18,32],"that":[19],"must":[22],"meet":[23],"can":[24],"assist":[25],"implementation":[27],"evaluation":[29],"process.":[30],"These":[31],"may":[33],"be":[34],"based":[35,98],"performance,":[37],"users\u2019":[41],"experience,":[42],"error":[43],"prevention,":[44],"or":[45],"broad":[47],"utility":[48],"interface.":[51],"In":[52],"this":[53],"article,":[54],"we":[55],"motivate":[56],"use":[58],"for":[59,75,149],"workload":[60,76,92,118,152],"capacity":[61,93,119,153],"as":[62,124],"an":[63],"empirical":[64],"measure":[65],"usability.":[67],"We":[68,83,111,139],"first":[69],"describe":[70],"generic":[71],"specific":[73],"uses":[74],"measures":[77,154],"in":[78,136],"terms":[79],"adaptive":[81],"interfaces.":[82,157],"then":[84,112],"carry":[85],"out":[86],"a":[87],"systematic":[88],"review":[89],"how":[91,117],"has":[94],"been":[95,132],"empirically":[96],"measured,":[97],"172":[100],"relevant":[101],"literature":[102],"sources":[103],"from":[104],"psychology,":[105],"neuroscience,":[106],"engineering,":[107],"computer":[109],"science.":[110],"analyse":[113],"report":[115],"related":[121],"constructs,":[122],"such":[123],"perceptual":[125],"load,":[126],"attention,":[127],"working":[129],"memory":[130],"have":[131],"defined":[133],"measured":[135],"these":[137],"sources.":[138],"discuss":[140],"similarities":[141],"differences":[143],"between":[144],"constructs":[145],"identify":[147],"opportunities":[148],"integrating":[150],"real-time":[151],"into":[155],"dynamic":[156]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}