{"id":"https://openalex.org/W1859492682","doi":"https://doi.org/10.1002/meet.2014.14505101033","title":"Big data and the study of dementia: Epistemological promises and pitfalls","display_name":"Big data and the study of dementia: Epistemological promises and pitfalls","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1859492682","doi":"https://doi.org/10.1002/meet.2014.14505101033","mag":"1859492682"},"language":"en","primary_location":{"id":"doi:10.1002/meet.2014.14505101033","is_oa":false,"landing_page_url":"https://doi.org/10.1002/meet.2014.14505101033","pdf_url":null,"source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"0044-7870","issn":["0044-7870","1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","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/A5107983518","display_name":"D. Grant Campbell","orcid":"https://orcid.org/0000-0001-9259-3138"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"D. Grant Campbell","raw_affiliation_strings":["Faculty of Information and Media Studies University of Western Ontario  London Ontario N6A 5B7","Faculty of Information and Media Studies University of Western Ontario London Ontario N6A 5B7"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information and Media Studies University of Western Ontario  London Ontario N6A 5B7","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Faculty of Information and Media Studies University of Western Ontario London Ontario N6A 5B7","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5107983518"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05489073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"51","issue":"1","first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9869999885559082,"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"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9869999885559082,"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/T14201","display_name":"Data Analysis and Archiving","score":0.982200026512146,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/causation","display_name":"Causation","score":0.7640292644500732},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7636147737503052},{"id":"https://openalex.org/keywords/cognitive-reframing","display_name":"Cognitive reframing","score":0.722518801689148},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.7032854557037354},{"id":"https://openalex.org/keywords/optimism","display_name":"Optimism","score":0.6925836801528931},{"id":"https://openalex.org/keywords/skepticism","display_name":"Skepticism","score":0.4996798038482666},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.4468914270401001},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.4152880907058716},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4095318615436554},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3818071186542511},{"id":"https://openalex.org/keywords/positive-economics","display_name":"Positive economics","score":0.3681618571281433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2638184428215027},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.24330675601959229},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.21950003504753113},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.15613079071044922},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14998355507850647},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1056000292301178},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.1040707528591156}],"concepts":[{"id":"https://openalex.org/C166151441","wikidata":"https://www.wikidata.org/wiki/Q4923601","display_name":"Causation","level":2,"score":0.7640292644500732},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7636147737503052},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.722518801689148},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7032854557037354},{"id":"https://openalex.org/C204017024","wikidata":"https://www.wikidata.org/wiki/Q485446","display_name":"Optimism","level":2,"score":0.6925836801528931},{"id":"https://openalex.org/C18296254","wikidata":"https://www.wikidata.org/wiki/Q1395219","display_name":"Skepticism","level":2,"score":0.4996798038482666},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.4468914270401001},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4152880907058716},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4095318615436554},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3818071186542511},{"id":"https://openalex.org/C118084267","wikidata":"https://www.wikidata.org/wiki/Q26110","display_name":"Positive economics","level":1,"score":0.3681618571281433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2638184428215027},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24330675601959229},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.21950003504753113},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.15613079071044922},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14998355507850647},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1056000292301178},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.1040707528591156},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/meet.2014.14505101033","is_oa":false,"landing_page_url":"https://doi.org/10.1002/meet.2014.14505101033","pdf_url":null,"source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"0044-7870","issn":["0044-7870","1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320330487","display_name":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W88484647","https://openalex.org/W1568309891","https://openalex.org/W1585955867","https://openalex.org/W1592182057","https://openalex.org/W1974543110","https://openalex.org/W1975696046","https://openalex.org/W1987921881","https://openalex.org/W2012758517","https://openalex.org/W2022379279","https://openalex.org/W2042443679","https://openalex.org/W2057014363","https://openalex.org/W2082423614","https://openalex.org/W2093067613","https://openalex.org/W2101468243","https://openalex.org/W2134159863","https://openalex.org/W2141286581","https://openalex.org/W2148421026","https://openalex.org/W2151506431","https://openalex.org/W2166445532","https://openalex.org/W2169353943","https://openalex.org/W4229972742","https://openalex.org/W4302236975","https://openalex.org/W4323927493"],"related_works":["https://openalex.org/W2061896288","https://openalex.org/W1965599462","https://openalex.org/W2025581759","https://openalex.org/W2256481674","https://openalex.org/W2417845289","https://openalex.org/W2944195030","https://openalex.org/W3118029303","https://openalex.org/W4383617227","https://openalex.org/W2121272715","https://openalex.org/W2982401300"],"abstract_inverted_index":{"ABSTRACT":[0],"This":[1],"paper":[2,38],"examines":[3,39],"the":[4,18,37,40,69,105,111,123],"potential":[5],"contribution":[6],"of":[7,15,21,32,44,52,92,95,107,114],"big":[8,45,87,115],"data":[9,63,88,116],"analytical":[10],"methods":[11],"to":[12,75,104,121],"our":[13],"understanding":[14],"dementia":[16,96,98],"and":[17,54,66,78,84,97,109],"best":[19],"means":[20,91],"caring":[22],"for":[23],"those":[24],"afflicted":[25],"with":[26],"dementia.":[27],"Using":[28],"Ian":[29],"Hacking's":[30],"history":[31],"statistics":[33],"as":[34],"a":[35,49,55],"basis,":[36],"three":[41],"fundamental":[42],"premises":[43],"data:":[46],"large":[47],"datasets,":[48],"high":[50],"tolerance":[51],"error":[53],"focus":[56],"on":[57],"correlation":[58],"rather":[59,132],"than":[60,133],"causation.":[61],"Big":[62],"both":[64,82],"evokes":[65],"departs":[67],"from":[68],"epistemological":[70],"assumptions":[71],"that":[72,128],"gave":[73],"rise":[74],"statistical":[76],"analysis,":[77],"its":[79],"innovations":[80],"merit":[81],"optimism":[83],"caution.":[85],"While":[86],"offers":[89],"important":[90],"reframing":[93],"questions":[94],"care":[99],"along":[100],"lines":[101],"more":[102],"conducive":[103],"needs":[106],"patients":[108],"caregivers,":[110],"enthusiastic":[112],"adoption":[113],"in":[117],"business":[118],"circles":[119],"threatens":[120],"distort":[122],"practices":[124],"into":[125],"cost\u2010saving":[126],"measures":[127],"reflect":[129],"false":[130],"efficiencies":[131],"genuine":[134],"improvements.":[135]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
