{"id":"https://openalex.org/W4404761775","doi":"https://doi.org/10.3389/frma.2024.1430355","title":"Evaluating the adoption of handsearching, citation chasing, and screening tools in education research: a survey study","display_name":"Evaluating the adoption of handsearching, citation chasing, and screening tools in education research: a survey study","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404761775","doi":"https://doi.org/10.3389/frma.2024.1430355","pmid":"https://pubmed.ncbi.nlm.nih.gov/39664105"},"language":"en","primary_location":{"id":"doi:10.3389/frma.2024.1430355","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/frma.2024.1430355","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1430355/pdf","source":{"id":"https://openalex.org/S2596295431","display_name":"Frontiers in Research Metrics and Analytics","issn_l":"2504-0537","issn":["2504-0537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Research Metrics and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1430355/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077879865","display_name":"Qiyang Zhang","orcid":"https://orcid.org/0000-0001-7474-2435"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qiyang Zhang","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, United States","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083058438","display_name":"Marta Pellegrini","orcid":"https://orcid.org/0000-0002-9806-3231"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Pellegrini","raw_affiliation_strings":["Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103007069","display_name":"Francesco Marsili","orcid":"https://orcid.org/0000-0003-1352-4842"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Marsili","raw_affiliation_strings":["Department of Philosophy, Social and Human Sciences and Education, University of Perugia, Perugia, Umbria, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Philosophy, Social and Human Sciences and Education, University of Perugia, Perugia, Umbria, Italy","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047361348","display_name":"Amanda Neitzel","orcid":"https://orcid.org/0000-0002-4676-9320"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanda Neitzel","raw_affiliation_strings":["School of Education, Johns Hopkins University, Baltimore, MD, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Education, Johns Hopkins University, Baltimore, MD, United States","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077879865"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":{"value":950,"currency":"USD","value_usd":950},"apc_paid":{"value":950,"currency":"USD","value_usd":950},"fwci":0.4195,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72244094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"1430355","last_page":"1430355"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.4848000109195709,"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":0.4848000109195709,"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":0.20579999685287476,"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"}},{"id":"https://openalex.org/T11492","display_name":"Academic integrity and plagiarism","score":0.08320000022649765,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/citation","display_name":"Citation","score":0.70820152759552},{"id":"https://openalex.org/keywords/survey-research","display_name":"Survey research","score":0.4718073904514313},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.45113569498062134},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"Citation analysis","score":0.438446581363678},{"id":"https://openalex.org/keywords/educational-research","display_name":"Educational research","score":0.43088269233703613},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4278549551963806},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.3637078106403351},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3445972204208374},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3103209435939789},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.28797370195388794},{"id":"https://openalex.org/keywords/socioeconomics","display_name":"Socioeconomics","score":0.2791175842285156},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.22168749570846558},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.17724090814590454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.16337114572525024}],"concepts":[{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.70820152759552},{"id":"https://openalex.org/C173481278","wikidata":"https://www.wikidata.org/wiki/Q7257997","display_name":"Survey research","level":2,"score":0.4718073904514313},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.45113569498062134},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.438446581363678},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.43088269233703613},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4278549551963806},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.3637078106403351},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3445972204208374},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3103209435939789},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.28797370195388794},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.2791175842285156},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.22168749570846558},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17724090814590454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16337114572525024}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/frma.2024.1430355","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/frma.2024.1430355","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1430355/pdf","source":{"id":"https://openalex.org/S2596295431","display_name":"Frontiers in Research Metrics and Analytics","issn_l":"2504-0537","issn":["2504-0537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Research Metrics and Analytics","raw_type":"journal-article"},{"id":"pmid:39664105","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39664105","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in research metrics and analytics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11632621","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11632621","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11632621/pdf/frma-09-1430355.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Res Metr Anal","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:3273033274f64ce0829dff8598b6824d","is_oa":false,"landing_page_url":"https://doaj.org/article/3273033274f64ce0829dff8598b6824d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Research Metrics and Analytics, Vol 9 (2024)","raw_type":"article"},{"id":"pmh:oai:iris.unica.it:11584/429045","is_oa":true,"landing_page_url":"https://hdl.handle.net/11584/429045","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3389/frma.2024.1430355","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/frma.2024.1430355","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1430355/pdf","source":{"id":"https://openalex.org/S2596295431","display_name":"Frontiers in Research Metrics and Analytics","issn_l":"2504-0537","issn":["2504-0537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Research Metrics and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404761775.pdf","grobid_xml":"https://content.openalex.org/works/W4404761775.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W19399978","https://openalex.org/W377384883","https://openalex.org/W1528251861","https://openalex.org/W2099334475","https://openalex.org/W2100053037","https://openalex.org/W2104283072","https://openalex.org/W2114216000","https://openalex.org/W2157669419","https://openalex.org/W2498731006","https://openalex.org/W2560438049","https://openalex.org/W2593758073","https://openalex.org/W2604351697","https://openalex.org/W2721771326","https://openalex.org/W2887238869","https://openalex.org/W2944828379","https://openalex.org/W2944878516","https://openalex.org/W2976179866","https://openalex.org/W2982683456","https://openalex.org/W2999536597","https://openalex.org/W2999783216","https://openalex.org/W3003387127","https://openalex.org/W3003735349","https://openalex.org/W3033724742","https://openalex.org/W3111278950","https://openalex.org/W3143985904","https://openalex.org/W3144543375","https://openalex.org/W3147697895","https://openalex.org/W4213127247","https://openalex.org/W4224987102","https://openalex.org/W4226397618","https://openalex.org/W4281789780","https://openalex.org/W4306796188","https://openalex.org/W4376129636","https://openalex.org/W6600808634","https://openalex.org/W6783446791","https://openalex.org/W6811137184"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1531601525","https://openalex.org/W2010207386","https://openalex.org/W2330705141","https://openalex.org/W898644171","https://openalex.org/W2351768203"],"abstract_inverted_index":{"Introduction:":[0],"The":[1,117],"rapid":[2],"development":[3],"of":[4,16,27,61,79,129,166,186,192,200],"software":[5],"tools":[6,41,65,87,95,103,137,167],"to":[7,13,169],"assist":[8],"systematic":[9,115],"reviewers":[10],"has":[11],"led":[12],"varying":[14],"degrees":[15],"adoption":[17,199],"and":[18,33,96,104,127,146,195],"selection":[19,122],"among":[20,75],"researchers.":[21],"However,":[22],"the":[23,34,38,80,84,124,147,182,190,197],"actual":[24],"usage":[25,184],"patterns":[26,185],"these":[28,47],"tools,":[29,145],"their":[30,170],"preferred":[31],"features,":[32],"criteria":[35],"for":[36,88,114],"selecting":[37],"most":[39,85],"suitable":[40],"remain":[42],"unclear.":[43],"Methods:":[44],"To":[45],"understand":[46],"aspects,":[48],"we":[49],"collected":[50],"175":[51],"responses":[52],"from":[53,134],"researchers":[54,133,155],"across":[55],"different":[56],"continents.":[57],"Results:":[58],"In":[59],"terms":[60],"handsearching,":[62],"despite":[63],"new":[64,144],"developed,":[66],"our":[67],"findings":[68],"reveal":[69],"that":[70],"manual":[71],"handsearching":[72],"remains":[73],"prevalent":[74],"more":[76],"than":[77],"half":[78],"participants.":[81],"Databases":[82],"are":[83,110,123],"popular":[86],"citation":[89,93,101],"searching,":[90],"followed":[91],"by":[92],"management":[94,102],"spreadsheets.":[97],"This":[98,175],"reliance":[99],"on":[100],"spreadsheets":[105],"is":[106],"concerning":[107],"as":[108],"they":[109],"not":[111],"specifically":[112],"designed":[113],"reviews.":[116],"primary":[118],"factors":[119],"influencing":[120],"tool":[121,183],"research":[125],"environment":[126],"ease":[128],"use.":[130],"Barriers":[131],"stopping":[132],"adopting":[135],"alternative":[136],"include":[138],"limited":[139],"awareness,":[140],"challenges":[141],"in":[142,157],"learning":[143],"financial":[148],"costs":[149],"associated":[150],"with":[151,162],"acquiring":[152],"licenses.":[153],"Moreover,":[154],"located":[156],"Europe":[158],"show":[159],"greater":[160],"familiarity":[161],"a":[163],"wider":[164],"range":[165],"compared":[168],"North":[171],"American":[172],"counterparts.":[173],"Discussion:":[174],"preregistered":[176],"study":[177],"contributes":[178],"valuable":[179],"insights":[180],"into":[181],"education":[187],"researchers,":[188],"emphasizing":[189],"importance":[191],"promoting":[193],"awareness":[194],"facilitating":[196],"broader":[198],"existing":[201],"tools.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}