{"id":"https://openalex.org/W7224809696","doi":"https://doi.org/10.1108/ijmce-01-2026-0009","title":"Facilitating generative mentoring in higher education: a systematic review and measurement framework for mentoring, generativity, and the minority tax","display_name":"Facilitating generative mentoring in higher education: a systematic review and measurement framework for mentoring, generativity, and the minority tax","publication_year":2026,"publication_date":"2026-10-30","ids":{"openalex":"https://openalex.org/W7224809696","doi":"https://doi.org/10.1108/ijmce-01-2026-0009"},"language":"en","primary_location":{"id":"doi:10.1108/ijmce-01-2026-0009","doi":"https://doi.org/10.1108/ijmce-01-2026-0009","is_oa":true,"landing_page_url":"https://doi.org/10.1108/ijmce-01-2026-0009","pdf_url":"https://www.emerald.com/ijmce/article-pdf/doi/10.1108/IJMCE-01-2026-0009/11942574/ijmce-01-2026-0009en.pdf","source":{"id":"https://openalex.org/S2764765808","display_name":"International Journal of Mentoring and Coaching in Education","issn_l":"2046-6854","issn":["2046-6854","2046-6862"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Mentoring and Coaching in Education","raw_type":"journal-article"},"volume":null,"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.emerald.com/ijmce/article-pdf/doi/10.1108/IJMCE-01-2026-0009/11942574/ijmce-01-2026-0009en.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088948502","display_name":"Lawrence E. Ugwu","orcid":"https://orcid.org/0000-0001-5335-2905","observed_orcids":["https://orcid.org/0000-0001-5335-2905"]},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Lawrence Ejike Ugwu","raw_affiliation_strings":["Centre for Applied Psychology and Public Health in Africa, Enugu, Nigeria","North-West University\u2013Mafikeng Campus Faculty of Humanities, , ,"],"raw_orcid":"https://orcid.org/0000-0001-5335-2905","affiliations":[{"raw_affiliation_string":"Centre for Applied Psychology and Public Health in Africa, Enugu, Nigeria","institution_ids":[]},{"raw_affiliation_string":"North-West University\u2013Mafikeng Campus Faculty of Humanities, , ,","institution_ids":["https://openalex.org/I27765905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033354460","display_name":"Mpho Mmannana Pheko","orcid":"https://orcid.org/0000-0002-5694-0013","observed_orcids":["https://orcid.org/0000-0002-5694-0013"]},"institutions":[{"id":"https://openalex.org/I157273133","display_name":"University of Botswana","ror":"https://ror.org/01encsj80","country_code":"BW","type":"education","lineage":["https://openalex.org/I157273133"]}],"countries":["BW"],"is_corresponding":false,"raw_author_name":"Mpho Mmannana Pheko","raw_affiliation_strings":["University of Botswana Department of Psychology, , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Botswana Department of Psychology, , ,","institution_ids":["https://openalex.org/I157273133"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75127374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11756","display_name":"Mentoring and Academic Development","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T11756","display_name":"Mentoring and Academic Development","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10726","display_name":"Career Development and Diversity","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T11832","display_name":"Doctoral Education Challenges and Solutions","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/faculty-mentoring","display_name":"faculty mentoring","score":0.9810000061988831},{"id":"https://openalex.org/keywords/minority-tax","display_name":"minority tax","score":0.9210000038146973},{"id":"https://openalex.org/keywords/mentoring-evaluation","display_name":"mentoring evaluation","score":0.6859999895095825},{"id":"https://openalex.org/keywords/measurement-framework","display_name":"measurement framework","score":0.9380000233650208},{"id":"https://openalex.org/keywords/equity-in-higher-education","display_name":"higher education equity","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C162130032","wikidata":"https://www.wikidata.org/wiki/Q5532637","display_name":"Generativity","level":2,"score":0.9664999842643738},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5659000277519226},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.545799970626831},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.5291000008583069},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.5189999938011169},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.4106999933719635},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3952000141143799},{"id":"https://openalex.org/C152541439","wikidata":"https://www.wikidata.org/wiki/Q5186693","display_name":"Critical appraisal","level":3,"score":0.3864000141620636},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.36550000309944153},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3573000133037567},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.3522999882698059},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.34950000047683716},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.28299999237060547},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.26919999718666077},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ijmce-01-2026-0009","doi":"https://doi.org/10.1108/ijmce-01-2026-0009","is_oa":true,"landing_page_url":"https://doi.org/10.1108/ijmce-01-2026-0009","pdf_url":"https://www.emerald.com/ijmce/article-pdf/doi/10.1108/IJMCE-01-2026-0009/11942574/ijmce-01-2026-0009en.pdf","source":{"id":"https://openalex.org/S2764765808","display_name":"International Journal of Mentoring and Coaching in Education","issn_l":"2046-6854","issn":["2046-6854","2046-6862"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Mentoring and Coaching in Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1108/ijmce-01-2026-0009","doi":"https://doi.org/10.1108/ijmce-01-2026-0009","is_oa":true,"landing_page_url":"https://doi.org/10.1108/ijmce-01-2026-0009","pdf_url":"https://www.emerald.com/ijmce/article-pdf/doi/10.1108/IJMCE-01-2026-0009/11942574/ijmce-01-2026-0009en.pdf","source":{"id":"https://openalex.org/S2764765808","display_name":"International Journal of Mentoring and Coaching in Education","issn_l":"2046-6854","issn":["2046-6854","2046-6862"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Mentoring and Coaching in Education","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6164000034332275,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"},{"score":0.4074000120162964,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224809696.pdf","grobid_xml":"https://content.openalex.org/works/W7224809696.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1499551695","https://openalex.org/W1742712700","https://openalex.org/W1992382329","https://openalex.org/W1996583973","https://openalex.org/W2025644900","https://openalex.org/W2081065270","https://openalex.org/W2092236606","https://openalex.org/W2113555086","https://openalex.org/W2128760355","https://openalex.org/W2151953984","https://openalex.org/W2315657115","https://openalex.org/W2938483476","https://openalex.org/W3118615836","https://openalex.org/W3127133876","https://openalex.org/W3165147855","https://openalex.org/W3205648777","https://openalex.org/W4307165514","https://openalex.org/W4389070374","https://openalex.org/W4401480070"],"related_works":["https://openalex.org/W2623285914","https://openalex.org/W6983730828","https://openalex.org/W3034475272","https://openalex.org/W3164693169","https://openalex.org/W7009131530","https://openalex.org/W7008790807","https://openalex.org/W42558627","https://openalex.org/W4353075551","https://openalex.org/W4388793139","https://openalex.org/W1490072963"],"abstract_inverted_index":{"Purpose":[0],"The":[1,64,191,246],"purpose":[2],"of":[3,60,73,83,91,136,169,211,256,276,285],"this":[4],"study":[5,111,143],"is":[6,182],"to":[7,20,31,80,101,258],"synthesise":[8],"how":[9],"faculty":[10,286],"mentoring":[11,176,228,260,277,287,309,334],"in":[12,18,271],"higher":[13],"education":[14],"has":[15],"been":[16],"evaluated":[17],"relation":[19],"mentor":[21,146,212],"generativity":[22,147,150,170,226,301],"and":[23,30,48,86,94,108,118,171,180,202,218,233,241,250,265,268,274,292,314],"equity-related":[24,234],"pressures":[25],"(including":[26],"the":[27,56,81,127,137,140,166,272,283,317,326,330],"minority":[28],"tax)":[29],"propose":[32],"a":[33,70,253,289,294,321],"minimum":[34,295],"measurement":[35,296],"framework":[36,247,297,318],"for":[37,45,185,323],"valid":[38],"evaluation.":[39],"Design/methodology/approach":[40],"A":[41],"Preferred":[42],"Reporting":[43],"Items":[44],"Systematic":[46,61],"Reviews":[47,62],"Meta-Analyses":[49],"2020-guided":[50],"systematic":[51],"review":[52,65,281],"was":[53,67,113,194],"registered":[54],"on":[55,155,204],"International":[57],"Prospective":[58],"Register":[59],"(CRD42025647836).":[63],"question":[66],"developed":[68],"using":[69,115,148],"Sample,":[71],"Phenomenon":[72],"Interest,":[74],"Design,":[75],"Evaluation,":[76],"Research-informed":[77],"approach":[78],"appropriate":[79],"inclusion":[82,128],"both":[84],"quantitative":[85],"qualitative":[87],"evidence.":[88],"Scopus,":[89],"Web":[90],"Science,":[92],"ScienceDirect":[93],"EBSCOhost":[95],"were":[96,120],"searched":[97],"from":[98,139,302],"database":[99],"inception":[100],"June":[102],"2025.":[103],"Two":[104],"reviewers":[105],"independently":[106],"screened":[107],"extracted":[109],"data,":[110],"quality":[112],"appraised":[114],"design-appropriate":[116],"tools,":[117],"findings":[119],"narratively":[121],"synthesised.":[122],"Findings":[123],"Eight":[124],"studies":[125,153],"met":[126],"criteria":[129],"(six":[130],"quantitative,":[131],"two":[132],"qualitative),":[133],"with":[134,252],"most":[135],"evidence":[138,192],"USA.":[141],"No":[142],"directly":[144,224],"measured":[145],"validated":[149,209],"instruments;":[151],"instead,":[152],"relied":[154],"proxy":[156,205,305],"outcomes":[157,206],"(e.g.":[158],"satisfaction,":[159],"productivity,":[160],"promotion).":[161],"This":[162,280],"limits":[163],"conclusions":[164],"about":[165],"construct":[167],"validity":[168],"may":[172,335],"obscure":[173],"costs":[174],"when":[175],"demands":[177],"are":[178],"high":[179],"recognition":[181,275],"low,":[183],"especially":[184],"historically":[186],"marginalised":[187],"faculty.":[188],"Research":[189],"limitations/implications":[190],"base":[193],"small":[195],"(eight":[196],"studies),":[197],"predominantly":[198],"U.S.-based,":[199],"methodologically":[200],"heterogeneous,":[201],"reliant":[203],"rather":[207],"than":[208],"measures":[210],"generativity.":[213],"These":[214],"limitations":[215],"precluded":[216],"meta-analysis":[217],"causal":[219],"inference.":[220],"Future":[221],"research":[222],"should":[223],"measure":[225],"alongside":[227],"load,":[229,310],"institutional":[230,242,311],"recognition,":[231,312],"strain,":[232,313],"indicators":[235,257],"across":[236],"more":[237],"diverse":[238],"regions,":[239],"disciplines,":[240],"contexts.":[243],"Practical":[244],"implications":[245],"provides":[248,320],"institutions":[249],"researchers":[251],"concise":[254],"set":[255],"evaluate":[259],"programmes,":[261],"inform":[262],"workload":[263],"crediting":[264],"promotion":[266],"criteria,":[267],"monitor":[269],"equity":[270,315],"distribution":[273],"labour.":[278],"Originality/value":[279],"reframes":[282],"evaluation":[284],"as":[288,338],"construct-measurement":[290],"problem":[291],"proposes":[293],"that":[298],"distinguishes":[299],"direct":[300],"commonly":[303],"used":[304],"outcomes.":[306],"By":[307],"integrating":[308],"considerations,":[316],"also":[319],"basis":[322],"empirically":[324],"testing":[325],"proposed":[327],"\u201cgenerativity":[328],"paradox\u201d,":[329],"conditions":[331],"under":[332],"which":[333],"be":[336],"experienced":[337],"renewing,":[339],"burdensome,":[340],"or":[341],"both.":[342]},"counts_by_year":[],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2026-10-31T00:00:00"}
