{"id":"https://openalex.org/W2900840964","doi":"https://doi.org/10.3233/efi-180222","title":"Crowdsourcing a mixed systematic review on a complex topic and a heterogeneous population: Lessons learned","display_name":"Crowdsourcing a mixed systematic review on a complex topic and a heterogeneous population: Lessons learned","publication_year":2018,"publication_date":"2018-11-13","ids":{"openalex":"https://openalex.org/W2900840964","doi":"https://doi.org/10.3233/efi-180222","mag":"2900840964"},"language":"en","primary_location":{"id":"doi:10.3233/efi-180222","is_oa":false,"landing_page_url":"https://doi.org/10.3233/efi-180222","pdf_url":null,"source":{"id":"https://openalex.org/S2764383307","display_name":"Education for Information","issn_l":"0167-8329","issn":["0167-8329","1875-8649"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education for Information","raw_type":"journal-article"},"type":"review","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/A5002652014","display_name":"Mathieu Bujold","orcid":"https://orcid.org/0000-0001-5947-9210"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mathieu Bujold","raw_affiliation_strings":["Department of Family Medicine, McGill University, Montr\u00e9al, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Family Medicine, McGill University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034510569","display_name":"Vera Granikov","orcid":"https://orcid.org/0000-0003-0518-8850"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vera Granikov","raw_affiliation_strings":["School of Information Studies, McGill University, Montr\u00e9al, QC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Studies, McGill University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071143961","display_name":"Reem El Sherif","orcid":"https://orcid.org/0000-0002-6392-517X"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Reem El Sherif","raw_affiliation_strings":["Department of Family Medicine, McGill University, Montr\u00e9al, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Family Medicine, McGill University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054368056","display_name":"Pierre Pluye","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pierre Pluye","raw_affiliation_strings":["Department of Family Medicine, McGill University, Montr\u00e9al, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Family Medicine, McGill University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002652014"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":3.3075,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9267183,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"34","issue":"4","first_page":"293","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T12648","display_name":"Academic Writing and Publishing","score":0.9182000160217285,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.718704104423523},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.472564160823822},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45772677659988403},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33511030673980713},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.33275026082992554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32241201400756836},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2881487309932709},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14881178736686707},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13906541466712952}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.718704104423523},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.472564160823822},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45772677659988403},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33511030673980713},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.33275026082992554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32241201400756836},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2881487309932709},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14881178736686707},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13906541466712952},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/efi-180222","is_oa":false,"landing_page_url":"https://doi.org/10.3233/efi-180222","pdf_url":null,"source":{"id":"https://openalex.org/S2764383307","display_name":"Education for Information","issn_l":"0167-8329","issn":["0167-8329","1875-8649"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education for Information","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.mcgill.ca:sb397f65r","is_oa":false,"landing_page_url":"https://escholarship.mcgill.ca/concern/articles/sb397f65r","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://content.iospress.com/","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1776181700","https://openalex.org/W1980158193","https://openalex.org/W2016365843","https://openalex.org/W2017277563","https://openalex.org/W2043213731","https://openalex.org/W2063302751","https://openalex.org/W2083340508","https://openalex.org/W2292350549","https://openalex.org/W2599225410","https://openalex.org/W2728712790","https://openalex.org/W2745152136","https://openalex.org/W2755149525","https://openalex.org/W2770578965","https://openalex.org/W4236058516"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3032998312","https://openalex.org/W4384486036","https://openalex.org/W135177976","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4318823662","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W3207526114"],"abstract_inverted_index":{"Systematic":[0],"reviews":[1],"(SR)":[2],"typically":[3],"focus":[4],"on":[5,16,181],"well-defined":[6],"topics":[7],"and":[8,31,117,155,184],"homogeneous":[9],"populations.":[10,187],"In":[11,159],"contrast,":[12],"conducting":[13],"a":[14,27,32,176],"SR":[15,83,174],"patients":[17],"with":[18,161,175,185],"complex":[19],"care":[20],"needs":[21,89],"(PCCN)":[22],"presents":[23],"two":[24],"main":[25,131],"challenges:":[26],"novel":[28],"ill-defined":[29,182],"topic":[30],"heterogeneous":[33,186],"population.":[34],"This":[35],"commentary":[36],"summarizes":[37],"the":[38,94,97,120,136],"lessons":[39],"learned":[40],"from":[41,53],"our":[42,82,165],"experience":[43,166],"using":[44,126],"crowdsourcing":[45,134,169],"to":[46,63,70,85,153],"meet":[47],"these":[48],"challenges.":[49],"PCCN":[50,91,154],"often":[51],"suffer":[52],"combinations":[54],"of":[55,81,90,99,112,122,133,138,149,179],"multiple":[56],"issues":[57],"(medical,":[58],"interactional,":[59],"sociocultural,":[60],"psychological,":[61],"related":[62,152],"healthcare":[64],"services":[65],"use),":[66],"which":[67,141],"can":[68,170],"lead":[69],"difficult":[71],"decision-making":[72],"involving":[73],"different":[74],"stakeholders":[75],"(themselves,":[76],"caregivers,":[77],"practitioners).":[78],"The":[79,130],"objective":[80],"was":[84,135],"systematically":[86],"assess":[87],"decisional":[88,157],"reported":[92],"in":[93,107,119,173],"literature.":[95],"With":[96],"collaboration":[98],"librarians,":[100],"we":[101],"identified":[102],"8616":[103],"potentially":[104],"relevant":[105,124],"studies":[106,180],"five":[108],"databases.":[109],"A":[110],"team":[111],"20":[113],"crowdreviewers":[114],"were":[115],"trained":[116],"participated":[118],"selection":[121],"156":[123],"studies,":[125],"specialised":[127],"online":[128],"software.":[129],"benefit":[132],"diversity":[137],"crowdreviewers\u2019":[139],"viewpoints":[140],"helped":[142],"us":[143],"establish":[144],"an":[145],"intersubjective":[146],"knowledge":[147],"classification":[148],"idiosyncratic":[150],"concepts":[151],"their":[156],"needs.":[158],"line":[160],"other":[162],"crowdsourced":[163],"reviews,":[164],"confirms":[167],"that":[168],"be":[171],"useful":[172],"large":[177],"number":[178],"domains":[183]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}