{"id":"https://openalex.org/W4410426883","doi":"https://doi.org/10.70400/awly9440","title":"Using Big Data","display_name":"Using Big Data","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4410426883","doi":"https://doi.org/10.70400/awly9440"},"language":"en","primary_location":{"id":"doi:10.70400/awly9440","doi":"https://doi.org/10.70400/awly9440","is_oa":false,"landing_page_url":"https://doi.org/10.70400/awly9440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Social Psychlogy 6th Edition","raw_type":"book-chapter"},"volume":null,"type":"book-chapter","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.31219/osf.io/rp8h5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040448723","display_name":"Micha\u0142 Kosi\u0144ski","orcid":"https://orcid.org/0000-0003-2936-4775","observed_orcids":["https://orcid.org/0000-0003-2936-4775"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Michal Kosinski","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2936-4775","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5040448723"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6857,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95218718,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9794999957084656,"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"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9794999957084656,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.9559999704360962},{"id":"https://openalex.org/keywords/digital-footprint","display_name":"digital footprint","score":0.9890000224113464},{"id":"https://openalex.org/keywords/online-behavior","display_name":"online behavior","score":0.5070000290870667},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.6299999952316284},{"id":"https://openalex.org/keywords/under-researched-populations","display_name":"under-researched populations","score":0.9319999814033508},{"id":"https://openalex.org/keywords/replicability","display_name":"replicability","score":0.6620000004768372},{"id":"https://openalex.org/keywords/ecological-validity","display_name":"ecological validity","score":0.8849999904632568},{"id":"https://openalex.org/keywords/privacy","display_name":"privacy","score":0.6470000147819519},{"id":"https://openalex.org/keywords/data-misuse","display_name":"data misuse","score":0.6159999966621399},{"id":"https://openalex.org/keywords/opinion-manipulation","display_name":"opinion manipulation","score":0.39800000190734863}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.41505375504493713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3880752921104431},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09698015451431274}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.70400/awly9440","doi":"https://doi.org/10.70400/awly9440","is_oa":false,"landing_page_url":"https://doi.org/10.70400/awly9440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Social Psychlogy 6th Edition","raw_type":"book-chapter"},{"id":"doi:10.31219/osf.io/rp8h5","doi":"https://doi.org/10.31219/osf.io/rp8h5","is_oa":true,"landing_page_url":"https://doi.org/10.31219/osf.io/rp8h5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:share.osf.io:4cd83e21-bbe2-460b-957a-a7df722f9e25","doi":null,"is_oa":true,"landing_page_url":"https://osf.io/rp8h5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.31219/osf.io/rp8h5","doi":"https://doi.org/10.31219/osf.io/rp8h5","is_oa":true,"landing_page_url":"https://doi.org/10.31219/osf.io/rp8h5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4403529044","https://openalex.org/W2606973403","https://openalex.org/W4409599984","https://openalex.org/W2009123529","https://openalex.org/W2945661742","https://openalex.org/W4377821965","https://openalex.org/W2804294077","https://openalex.org/W4255400664","https://openalex.org/W1809317155","https://openalex.org/W7008168259"],"abstract_inverted_index":{"Big":[0,147,178],"Data":[1,179],"is":[2],"everywhere.":[3],"Globally,":[4],"billions":[5],"of":[6,50,132,186,235,237],"people":[7],"use":[8],"online":[9,58,85],"platforms":[10,68],"and":[11,18,35,46,52,60,66,72,89,102,114,128,134,139,161,172,211,215],"digital":[12,120,130],"devicesto":[13],"communicate,":[14],"socialize,":[15],"study,":[16],"shop,":[17],"work.":[19],"In":[20],"the":[21,169,187,202,221,233],"process,":[22],"they":[23],"generate":[24],"a":[25],"vast":[26,156],"trove":[27],"ofdigital":[28],"footprints,":[29],"documenting":[30],"their":[31],"thoughts,":[32],"feelings,":[33],"actions,":[34],"interactions.":[36],"Socialexchanges,":[37],"for":[38,165],"example,":[39],"are":[40,76,105,117,136],"captured":[41,138],"in":[42,55,93,122,168,207,220],"emails,":[43],"instant":[44],"messages,":[45],"social":[47,115],"networkingplatforms.":[48],"Expressions":[49],"attitudes":[51],"biases":[53],"manifest":[54],"blog":[56],"articles,":[57],"profiles,":[59],"socialmedia":[61],"posts.":[62],"Online":[63],"job":[64],"markets":[65],"retail":[67],"capture":[69],"our":[70],"occupational":[71],"economicactivities.":[73],"Collaborative":[74],"behaviors":[75,113],"traceable":[77],"through":[78],"corporate":[79],"project":[80],"management":[81],"tools":[82],"andmassive":[83],"multiplayer":[84],"games.":[86],"Emotional":[87],"states":[88],"well-being":[90],"leave":[91],"traces":[92],"language":[94],"anddigital":[95],"images.":[96],"Intimate":[97],"attributes":[98],"like":[99],"sexual":[100],"preferences":[101],"romantic":[103],"choices":[104],"exposed":[106],"ononline":[107],"dating":[108],"sites.":[109],"Moreover,":[110],"even":[111],"offline":[112],"interactions":[116],"increasinglymonitored":[118],"by":[119,154],"sensors":[121],"smartphones,":[123],"wearable":[124],"devices,":[125],"smart":[126],"buildings,":[127],"vehicles.These":[129],"footprints":[131],"thought":[133],"behavior":[135],"commonly":[137],"recorded,creating":[140],"extensive":[141],"datasets":[142],"widely":[143],"referred":[144],"to":[145,183,228],"as":[146],"Data.":[148],"This":[149],"chapter":[150],"demonstrates":[151],"that":[152],"BigData\u2014characterized":[153],"its":[155],"size,":[157],"rapid":[158],"accumulation,":[159],"diversity,":[160],"complexity\u2014is":[162],"aninvaluable":[163],"resource":[164],"researchers":[166],"interested":[167],"human":[170],"mind":[171],"behavior.":[173],"Although":[174],"not":[175],"asilver":[176],"bullet,":[177],"presents":[180],"an":[181],"opportunity":[182],"overcome":[184],"some":[185],"significant":[188],"challenges":[189],"insocial":[190],"science":[191],"research.":[192],"When":[193],"used":[194],"correctly,":[195],"it":[196],"can":[197],"provide":[198],"new":[199],"insights;":[200],"enhance":[201],"diversity":[203],"ofresearch":[204],"samples;":[205],"assist":[206],"accessing":[208],"under-researched":[209],"populations;":[210],"yield":[212],"more":[213],"reliable,replicable,":[214],"ecologically":[216],"valid":[217],"results.":[218],"Conversely,":[219],"wrong":[222],"hands,":[223],"this":[224],"data":[225],"could":[226],"bemisused":[227],"invade":[229],"privacy":[230],"or":[231],"manipulate":[232],"opinions":[234],"millions":[236],"people.":[238]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2025-05-17T00:00:00"}