{"id":"https://openalex.org/W4411519852","doi":"https://doi.org/10.1177/01678329251323445","title":"Helping Trainees Understand the Strategies to Minimize Errors and Biases in Systematic Review Approaches","display_name":"Helping Trainees Understand the Strategies to Minimize Errors and Biases in Systematic Review Approaches","publication_year":2025,"publication_date":"2025-03-11","ids":{"openalex":"https://openalex.org/W4411519852","doi":"https://doi.org/10.1177/01678329251323445"},"language":"en","primary_location":{"id":"doi:10.1177/01678329251323445","is_oa":true,"landing_page_url":"https://doi.org/10.1177/01678329251323445","pdf_url":"https://journals.sagepub.com/history/6718d22d-dcbc-409e-b751-ebeed7fb9421/01678329251323445.18016293.pdf","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","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":true,"oa_status":"hybrid","oa_url":"https://journals.sagepub.com/history/6718d22d-dcbc-409e-b751-ebeed7fb9421/01678329251323445.18016293.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065248180","display_name":"Quan Nha Hong","orcid":"https://orcid.org/0000-0002-2576-5750"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Quan Nha Hong","raw_affiliation_strings":["Universit\u00e9 de Montr\u00e9al","School of Rehabilitation, Faculty of Medicine, Universit\u00e9 de Montr\u00e9al, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2576-5750","affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Montr\u00e9al","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"School of Rehabilitation, Faculty of Medicine, Universit\u00e9 de Montr\u00e9al, Montreal, QC, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075160276","display_name":"Ginny Brunton","orcid":"https://orcid.org/0000-0002-6940-712X"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ginny Brunton","raw_affiliation_strings":["University of Ontario Institute of Technology","Faculty of Health Sciences, University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6940-712X","affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology","institution_ids":["https://openalex.org/I39470171"]},{"raw_affiliation_string":"Faculty of Health Sciences, University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065248180"],"corresponding_institution_ids":["https://openalex.org/I70931966"],"apc_list":null,"apc_paid":null,"fwci":0.6481,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79162073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"41","issue":"3","first_page":"161","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9980999827384949,"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/T13309","display_name":"Reliability and Agreement in Measurement","score":0.9398999810218811,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rigour","display_name":"Rigour","score":0.7965776920318604},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7403439283370972},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6594006419181824},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.6200886368751526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5407564043998718},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5233803987503052},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.48877498507499695},{"id":"https://openalex.org/keywords/systematic-error","display_name":"Systematic error","score":0.4591071605682373},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4422208070755005},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.43856939673423767},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.41474491357803345},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41397055983543396},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3587300777435303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2001257836818695},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.10384994745254517},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08559036254882812},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.07880198955535889}],"concepts":[{"id":"https://openalex.org/C71008984","wikidata":"https://www.wikidata.org/wiki/Q2890076","display_name":"Rigour","level":2,"score":0.7965776920318604},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7403439283370972},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6594006419181824},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.6200886368751526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5407564043998718},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5233803987503052},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.48877498507499695},{"id":"https://openalex.org/C100253034","wikidata":"https://www.wikidata.org/wiki/Q196372","display_name":"Systematic error","level":2,"score":0.4591071605682373},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4422208070755005},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.43856939673423767},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.41474491357803345},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41397055983543396},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3587300777435303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2001257836818695},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.10384994745254517},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08559036254882812},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07880198955535889},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01678329251323445","is_oa":true,"landing_page_url":"https://doi.org/10.1177/01678329251323445","pdf_url":"https://journals.sagepub.com/history/6718d22d-dcbc-409e-b751-ebeed7fb9421/01678329251323445.18016293.pdf","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education for Information","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1177/01678329251323445","is_oa":true,"landing_page_url":"https://doi.org/10.1177/01678329251323445","pdf_url":"https://journals.sagepub.com/history/6718d22d-dcbc-409e-b751-ebeed7fb9421/01678329251323445.18016293.pdf","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education for Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G6910506812","display_name":null,"funder_award_id":"Junior 1","funder_id":"https://openalex.org/F4320334618","funder_display_name":"Fonds de Recherche du Qu\u00e9bec - Sant\u00e9"}],"funders":[{"id":"https://openalex.org/F4320334618","display_name":"Fonds de Recherche du Qu\u00e9bec - Sant\u00e9","ror":"https://ror.org/02eqrsj93"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411519852.pdf","grobid_xml":"https://content.openalex.org/works/W4411519852.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W336930913","https://openalex.org/W600840809","https://openalex.org/W1727427413","https://openalex.org/W1741115895","https://openalex.org/W1835380909","https://openalex.org/W1903418501","https://openalex.org/W1979168741","https://openalex.org/W1981501248","https://openalex.org/W1987708126","https://openalex.org/W1992074138","https://openalex.org/W1994742944","https://openalex.org/W2035736504","https://openalex.org/W2048775918","https://openalex.org/W2066106280","https://openalex.org/W2072084577","https://openalex.org/W2077442888","https://openalex.org/W2079283960","https://openalex.org/W2085230034","https://openalex.org/W2094643652","https://openalex.org/W2127832821","https://openalex.org/W2132698877","https://openalex.org/W2149364707","https://openalex.org/W2201728466","https://openalex.org/W2212762088","https://openalex.org/W2221002192","https://openalex.org/W2299177375","https://openalex.org/W2318035612","https://openalex.org/W2336096000","https://openalex.org/W2523582669","https://openalex.org/W2525353023","https://openalex.org/W2552106399","https://openalex.org/W2589337788","https://openalex.org/W2607509261","https://openalex.org/W2730983356","https://openalex.org/W2733602399","https://openalex.org/W2750448777","https://openalex.org/W2756578555","https://openalex.org/W2766749648","https://openalex.org/W2770117783","https://openalex.org/W2783040364","https://openalex.org/W2789542135","https://openalex.org/W2791737235","https://openalex.org/W2806531201","https://openalex.org/W2899082430","https://openalex.org/W2901402220","https://openalex.org/W2948262592","https://openalex.org/W2953730938","https://openalex.org/W2955273711","https://openalex.org/W2961682569","https://openalex.org/W2963265354","https://openalex.org/W2973631095","https://openalex.org/W2984938923","https://openalex.org/W2989919848","https://openalex.org/W3002050776","https://openalex.org/W3005919160","https://openalex.org/W3092089879","https://openalex.org/W3092985072","https://openalex.org/W3155242490","https://openalex.org/W3179388700","https://openalex.org/W3185036421","https://openalex.org/W4206524740","https://openalex.org/W4221135745","https://openalex.org/W4232058719","https://openalex.org/W4240003251","https://openalex.org/W4312218247","https://openalex.org/W4366386735","https://openalex.org/W4366386743","https://openalex.org/W4382883471","https://openalex.org/W4391563803","https://openalex.org/W4401155418","https://openalex.org/W6637918124","https://openalex.org/W6638045730"],"related_works":["https://openalex.org/W2589416519","https://openalex.org/W4200065965","https://openalex.org/W2129543081","https://openalex.org/W2085472103","https://openalex.org/W2567700705","https://openalex.org/W3124148945","https://openalex.org/W2942936396","https://openalex.org/W2167191881","https://openalex.org/W4389574659","https://openalex.org/W2156547184"],"abstract_inverted_index":{"Over":[0],"the":[1,63,68,91,95,126,138,152,161,181],"past":[2],"few":[3],"decades,":[4],"there":[5],"has":[6],"been":[7],"major":[8],"development":[9],"in":[10,33,62,81,85,125],"methods":[11,73],"for":[12,173,191],"evidence":[13],"synthesis,":[14],"which":[15,22],"can":[16,30,45,134,146,157,169],"lead":[17],"to":[18,21,24,37,54,57,136,148,179,187],"confusion":[19],"as":[20],"approaches":[23,36],"use":[25],"and":[26,41,60,74,104,114,123,175,186],"why.":[27],"Several":[28],"strategies":[29,44,111,155,190],"be":[31,46,158,170],"used":[32,159],"systematic":[34],"review":[35,64,96,127,166],"reduce":[38],"potential":[39,106,121,182],"biases":[40,59,107,122],"errors.":[42],"These":[43],"considered":[47],"on":[48,67,117,120,141],"a":[49,76,165],"spectrum":[50,78],"ranging":[51],"from":[52],"least":[53],"most":[55],"likely":[56],"minimize":[58],"errors":[61,124],"process.":[65,128,167],"Building":[66],"existing":[69],"literature":[70],"of":[71,79,90,94,131,151,154,164,184],"synthesis":[72],"biases,":[75],"five-level":[77],"systematicity":[80,132],"reviews":[82,139],"is":[83],"proposed":[84],"this":[86],"paper.":[87],"For":[88],"each":[89],"main":[92],"steps":[93,163],"process":[97],"(i.e.":[98],"search,":[99],"selection,":[100],"data":[101],"extraction,":[102],"appraisal,":[103],"synthesis),":[105],"are":[108,112],"presented.":[109],"Then,":[110],"suggested":[113,133],"ordered":[115],"based":[116,140],"their":[118,142,192],"influence":[119],"The":[129],"levels":[130],"help":[135],"distinguish":[137],"rigour.":[143],"This":[144,168],"paper":[145],"contribute":[147],"improving":[149],"understanding":[150],"variety":[153],"that":[156],"at":[160],"different":[162],"particularly":[171],"useful":[172],"students":[174],"novice":[176],"researchers":[177],"seeking":[178],"understand":[180],"sources":[183],"bias":[185],"choose":[188],"suitable":[189],"review.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
