{"id":"https://openalex.org/W2775608960","doi":"https://doi.org/10.1007/s42001-017-0013-6","title":"Big data in social and psychological science: theoretical and methodological issues","display_name":"Big data in social and psychological science: theoretical and methodological issues","publication_year":2017,"publication_date":"2017-12-05","ids":{"openalex":"https://openalex.org/W2775608960","doi":"https://doi.org/10.1007/s42001-017-0013-6","mag":"2775608960"},"language":"en","primary_location":{"id":"doi:10.1007/s42001-017-0013-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-017-0013-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","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/A5075925476","display_name":"Lin Qiu","orcid":"https://orcid.org/0000-0002-3587-5371"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Lin Qiu","raw_affiliation_strings":["School of Social Sciences, Nanyang Technological University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Social Sciences, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084519020","display_name":"Sarah Hian May Chan","orcid":"https://orcid.org/0000-0003-0804-8239"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sarah Hian May Chan","raw_affiliation_strings":["School of Social Sciences, Nanyang Technological University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Social Sciences, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082016536","display_name":"David Chan","orcid":"https://orcid.org/0000-0002-1073-808X"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"David Chan","raw_affiliation_strings":["Behavioural Sciences Institute, Singapore Management University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Behavioural Sciences Institute, Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075925476"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":4.276,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.94360914,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"1","issue":"1","first_page":"59","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T13283","display_name":"Mental Health Research Topics","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10235","display_name":"Health disparities and outcomes","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T10574","display_name":"Crime Patterns and Interventions","score":0.9714999794960022,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8538718223571777},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7016434073448181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5086904168128967},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5003819465637207},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4675026834011078},{"id":"https://openalex.org/keywords/computational-sociology","display_name":"Computational sociology","score":0.42888128757476807},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.36913031339645386},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33481985330581665},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.23801982402801514},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.18761131167411804},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12552160024642944}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8538718223571777},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7016434073448181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5086904168128967},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5003819465637207},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4675026834011078},{"id":"https://openalex.org/C126349790","wikidata":"https://www.wikidata.org/wiki/Q905036","display_name":"Computational sociology","level":2,"score":0.42888128757476807},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36913031339645386},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33481985330581665},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.23801982402801514},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.18761131167411804},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12552160024642944},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s42001-017-0013-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-017-0013-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:jcsosc:v:1:y:2018:i:1:d:10.1007_s42001-017-0013-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s42001-017-0013-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/144062","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/144062","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:ink.library.smu.edu.sg:soss_research-3721","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/soss_research/2464","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1007/s42001-017-0013-6","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W634441553","https://openalex.org/W771236441","https://openalex.org/W823865287","https://openalex.org/W864667832","https://openalex.org/W1044342231","https://openalex.org/W1488194345","https://openalex.org/W1779879527","https://openalex.org/W2008803468","https://openalex.org/W2014782917","https://openalex.org/W2026216144","https://openalex.org/W2068181924","https://openalex.org/W2068696202","https://openalex.org/W2078939860","https://openalex.org/W2098157491","https://openalex.org/W2113166392","https://openalex.org/W2115781917","https://openalex.org/W2117239687","https://openalex.org/W2119595472","https://openalex.org/W2126074132","https://openalex.org/W2138840491","https://openalex.org/W2140910804","https://openalex.org/W2143392942","https://openalex.org/W2153803020","https://openalex.org/W2154868463","https://openalex.org/W2159302777","https://openalex.org/W2159397589","https://openalex.org/W2217651162","https://openalex.org/W2281492572","https://openalex.org/W2284729062","https://openalex.org/W2342747242","https://openalex.org/W2398650199","https://openalex.org/W2560835080","https://openalex.org/W2565427354","https://openalex.org/W2576686289","https://openalex.org/W2787361859","https://openalex.org/W3104010597","https://openalex.org/W3124805761","https://openalex.org/W6620388841","https://openalex.org/W6629141130"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417","https://openalex.org/W2218513093","https://openalex.org/W596680491"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}