{"id":"https://openalex.org/W4399453124","doi":"https://doi.org/10.1145/3630106.3658943","title":"The Harmful Fetishisation of Reductive Personal Tracking Metrics in Digital Systems","display_name":"The Harmful Fetishisation of Reductive Personal Tracking Metrics in Digital Systems","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399453124","doi":"https://doi.org/10.1145/3630106.3658943"},"language":"en","primary_location":{"id":"doi:10.1145/3630106.3658943","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3630106.3658943","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2024 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3630106.3658943","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061664131","display_name":"Aisha Sobey","orcid":"https://orcid.org/0000-0003-2547-5662"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I2802641067","display_name":"Leverhulme Trust","ror":"https://ror.org/012mzw131","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2802641067"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aisha Sobey","raw_affiliation_strings":["Leverhulme Centre for the Future of Intelligence, University of Cambridge, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-2547-5662","affiliations":[{"raw_affiliation_string":"Leverhulme Centre for the Future of Intelligence, University of Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749","https://openalex.org/I2802641067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047010104","display_name":"Laura Carter","orcid":"https://orcid.org/0000-0002-4285-1140"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laura Carter","raw_affiliation_strings":["Independent, USA"],"raw_orcid":"https://orcid.org/0000-0002-4285-1140","affiliations":[{"raw_affiliation_string":"Independent, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.3993,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.98655512,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"899","last_page":"908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.984499990940094,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9829999804496765,"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/computer-science","display_name":"Computer science","score":0.5952030420303345},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5661443471908569},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.5657071471214294},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5537593364715576},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5346986651420593},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.45208966732025146},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.42072534561157227},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3990916907787323},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.35644668340682983},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3215794563293457},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2022702991962433},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19569945335388184},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18374258279800415},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13164258003234863},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.11018133163452148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5952030420303345},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5661443471908569},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.5657071471214294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5537593364715576},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5346986651420593},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.45208966732025146},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.42072534561157227},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3990916907787323},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.35644668340682983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3215794563293457},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2022702991962433},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19569945335388184},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18374258279800415},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13164258003234863},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11018133163452148},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3630106.3658943","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3630106.3658943","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2024 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/373038","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/373038","pdf_url":"https://www.repository.cam.ac.uk/bitstreams/3e6de21e-aa61-4c85-83e5-36b8d1a40f70/download","source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"},{"id":"doi:10.5281/zenodo.11402235","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.11402235","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1145/3630106.3658943","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3630106.3658943","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2024 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1512366833","https://openalex.org/W1579406079","https://openalex.org/W1589389886","https://openalex.org/W1927750050","https://openalex.org/W1992689635","https://openalex.org/W2004832712","https://openalex.org/W2018370204","https://openalex.org/W2043002652","https://openalex.org/W2049076645","https://openalex.org/W2058924411","https://openalex.org/W2062943947","https://openalex.org/W2068389121","https://openalex.org/W2072674567","https://openalex.org/W2077155671","https://openalex.org/W2078511984","https://openalex.org/W2079708698","https://openalex.org/W2087167044","https://openalex.org/W2135754493","https://openalex.org/W2135836216","https://openalex.org/W2135992234","https://openalex.org/W2146600758","https://openalex.org/W2147735890","https://openalex.org/W2151318302","https://openalex.org/W2157970550","https://openalex.org/W2158569927","https://openalex.org/W2166827969","https://openalex.org/W2187929566","https://openalex.org/W2286869006","https://openalex.org/W2291227510","https://openalex.org/W2397661430","https://openalex.org/W2551282955","https://openalex.org/W2606592708","https://openalex.org/W2770506044","https://openalex.org/W2901856814","https://openalex.org/W2906949529","https://openalex.org/W2912842935","https://openalex.org/W2941211423","https://openalex.org/W3019544895","https://openalex.org/W3088972730","https://openalex.org/W3171421566","https://openalex.org/W3181414820","https://openalex.org/W3203945075","https://openalex.org/W3217417953","https://openalex.org/W4220907640","https://openalex.org/W4225528210","https://openalex.org/W4251961762","https://openalex.org/W4283518084","https://openalex.org/W4296706763","https://openalex.org/W4307411695","https://openalex.org/W4312898933","https://openalex.org/W4322390218","https://openalex.org/W4375866966","https://openalex.org/W4380182478","https://openalex.org/W4385857088","https://openalex.org/W4387532509","https://openalex.org/W4387606055","https://openalex.org/W4388866113","https://openalex.org/W4402555639","https://openalex.org/W6630586217","https://openalex.org/W6682892401","https://openalex.org/W6695745318","https://openalex.org/W6722514896","https://openalex.org/W6775181124","https://openalex.org/W6817329167","https://openalex.org/W6867132007","https://openalex.org/W7070391503"],"related_works":["https://openalex.org/W2394134009","https://openalex.org/W1971984615","https://openalex.org/W2046099857","https://openalex.org/W2806679586","https://openalex.org/W4315836311","https://openalex.org/W2393252924","https://openalex.org/W2787600244","https://openalex.org/W2186532442","https://openalex.org/W2354867839","https://openalex.org/W2095056275"],"abstract_inverted_index":{"Personal":[0],"tracking":[1,60,183],"and":[2,41,57,61,70,119,147,159,185],"the":[3,25,73,84,90,93,145,150,154,170,176,186,203,238],"quantified":[4],"self":[5],"have":[6,16],"grown":[7],"increasingly":[8],"popular":[9],"as":[10,38,68],"technological":[11],"capabilities":[12],"for":[13,207],"individual":[14],"insights":[15],"grown.":[17],"Incorporated":[18],"into":[19,114,189,223],"many":[20,44],"of":[21,35,86,92,104,126,134,144,156,164,169,196,240],"these":[22,54],"systems":[23,46],"is":[24,100,109,205,217,221],"capacity":[26],"to":[27,32,52,59,72,80,111,174,199,231],"monitor":[28],"metrics":[29,242],"over":[30],"time":[31],"offer":[33,112,160],"visualisations":[34],"attributes":[36],"such":[37,45,67,190],"health,":[39],"fitness":[40],"nutrition.":[42],"However,":[43],"rely":[47],"on":[48,83],"single,":[49],"simplified":[50],"measures":[51,88],"represent":[53],"complex":[55],"phenomena,":[56],"due":[58],"visualisations,":[62],"they":[63],"add":[64],"value":[65],"judgements,":[66],"success":[69],"failure,":[71],"users'":[74],"information.":[75],"This":[76,167],"paper,":[77],"therefore,":[78],"aims":[79],"shed":[81],"light":[82],"challenges":[85],"reductive":[87,106,165,241],"through":[89],"case":[91],"BMI":[94,99,171,204],"(Body":[95],"Mass":[96],"Index).":[97],"The":[98],"a":[101,105,123,141,161,229],"clear":[102],"example":[103],"measure":[107],"that":[108,128,136,201,214],"used":[110],"insight":[113],"health":[115,135,211,233],"in":[116,243],"both":[117],"formal":[118],"informal":[120],"healthcare,":[121],"despite":[122],"substantial":[124],"body":[125],"literature":[127],"demonstrates":[129],"other":[130],"more":[131,236],"accurate":[132],"factors":[133],"are":[137],"easily":[138],"measured.":[139],"Through":[140],"historical":[142],"consideration":[143],"origin":[146],"narratives":[148],"around":[149],"BMI,":[151],"we":[152,192],"demonstrate":[153,200],"fallacy":[155],"its":[157],"use":[158,193],"broader":[162],"critique":[163],"metrics.":[166],"understanding":[168],"allows":[172],"us":[173],"highlight":[175],"potential":[177],"harms":[178],"arising":[179],"from":[180],"personalised":[181],"\u2018health\u2019":[182],"technologies":[184],"values":[187],"encoded":[188],"systems:":[191],"established":[194],"frameworks":[195],"digital":[197,224],"harm":[198,216],"using":[202],"harmful":[206],"not":[208],"only":[209],"well-documented":[210],"reasons,":[212],"but":[213],"this":[215],"exacerbated":[218],"when":[219],"it":[220],"incorporated":[222],"technology.":[225],"Our":[226],"paper":[227],"offers":[228],"challenge":[230],"traditional":[232],"thinking":[234],"and,":[235],"broadly,":[237],"fetishisation":[239],"data":[244],"systems.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}
