{"id":"https://openalex.org/W2546425898","doi":"https://doi.org/10.1287/educ.2016.0158","title":"Healthcare Analytics: Big Data, Little Evidence","display_name":"Healthcare Analytics: Big Data, Little Evidence","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2546425898","doi":"https://doi.org/10.1287/educ.2016.0158","mag":"2546425898"},"language":"en","primary_location":{"id":"doi:10.1287/educ.2016.0158","doi":"https://doi.org/10.1287/educ.2016.0158","is_oa":false,"landing_page_url":"https://doi.org/10.1287/educ.2016.0158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Challenges in Complex, Networked and Risky Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2548793446","display_name":"Optimization Challenges in Complex, Networked and Risky Systems"},"type":"book-chapter","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/A5086072148","display_name":"Joris J. van de Klundert","orcid":"https://orcid.org/0000-0003-4151-5089","observed_orcids":["https://orcid.org/0000-0003-4151-5089"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Joris van de Klundert","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5086072148"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.459,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.959498,"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":"307","last_page":"328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.6523000001907349,"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":0.6523000001907349,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.20020000636577606,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.02539999969303608,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-data-analysis","display_name":"medical data analysis","score":0.996999979019165},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.9760000109672546},{"id":"https://openalex.org/keywords/evidence-based-medicine","display_name":"evidence-based medicine","score":0.7919999957084656},{"id":"https://openalex.org/keywords/data-driven-decision-making","display_name":"data-driven decision making","score":0.6299999952316284},{"id":"https://openalex.org/keywords/health-data-quality","display_name":"health data quality","score":0.34299999475479126}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7207459807395935},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6903821229934692},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6204264760017395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5288266539573669},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4851154088973999},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4499899744987488},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20900559425354004},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10258907079696655},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1287/educ.2016.0158","doi":"https://doi.org/10.1287/educ.2016.0158","is_oa":false,"landing_page_url":"https://doi.org/10.1287/educ.2016.0158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Challenges in Complex, Networked and Risky Systems","raw_type":"book-chapter"},{"id":"pmh:eur:oai:pure.eur.nl:publications/28f331e1-62f0-4254-947f-4d2b0c9f5c17","doi":null,"is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/28f331e1-62f0-4254-947f-4d2b0c9f5c17","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Optimization Challenges in Complex, Networked and Risky Systems, 307 - 328","raw_type":"info:eu-repo/semantics/bookpart"},{"id":"pmh:oai:pure.eur.nl:openaire_cris_publications/28f331e1-62f0-4254-947f-4d2b0c9f5c17","doi":null,"is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/28f331e1-62f0-4254-947f-4d2b0c9f5c17","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"van de Klundert, J 2016, Healthcare Analytics: Big Data, Little Evidence. in Aparna Gupta and Agostino Capponi, Volume Editors (ed.), Optimization Challenges in Complex, Networked and Risky Systems. INFORMS, Maryland, USA, INFORMS Tutorials in Operations Research, pp. 307-328. https://doi.org/10.1287/educ.2016.0158","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W30489333","https://openalex.org/W115029888","https://openalex.org/W1534205942","https://openalex.org/W1595046345","https://openalex.org/W1644143258","https://openalex.org/W1893201149","https://openalex.org/W1898158974","https://openalex.org/W1932791549","https://openalex.org/W1970926607","https://openalex.org/W1976815310","https://openalex.org/W1985687068","https://openalex.org/W2026344803","https://openalex.org/W2039590109","https://openalex.org/W2050162004","https://openalex.org/W2057812289","https://openalex.org/W2074206118","https://openalex.org/W2080220969","https://openalex.org/W2089190823","https://openalex.org/W2094590650","https://openalex.org/W2097950056","https://openalex.org/W2102260822","https://openalex.org/W2105489250","https://openalex.org/W2106952837","https://openalex.org/W2108215795","https://openalex.org/W2109499241","https://openalex.org/W2126676378","https://openalex.org/W2131872514","https://openalex.org/W2136127902","https://openalex.org/W2142331833","https://openalex.org/W2142959575","https://openalex.org/W2150712216","https://openalex.org/W2155402110","https://openalex.org/W2159739693","https://openalex.org/W2165568749","https://openalex.org/W2254619227","https://openalex.org/W3036588604","https://openalex.org/W3122811351","https://openalex.org/W3142427598","https://openalex.org/W4245220670","https://openalex.org/W4256578005"],"related_works":["https://openalex.org/W2541359177","https://openalex.org/W6922297516","https://openalex.org/W3006318299","https://openalex.org/W6885047707","https://openalex.org/W6885090119","https://openalex.org/W6959885255","https://openalex.org/W6989529102","https://openalex.org/W2954317545","https://openalex.org/W3193753760","https://openalex.org/W6885128322"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2016-11-11T00:00:00"}