{"id":"https://openalex.org/W4398774690","doi":"https://doi.org/10.1111/hequ.12542","title":"Deploying fuzzy analytic hierarchy process and sensitivity analysis to identify and prioritize the barriers faced by early\u2010career social science researchers during research collaborations","display_name":"Deploying fuzzy analytic hierarchy process and sensitivity analysis to identify and prioritize the barriers faced by early\u2010career social science researchers during research collaborations","publication_year":2024,"publication_date":"2024-05-23","ids":{"openalex":"https://openalex.org/W4398774690","doi":"https://doi.org/10.1111/hequ.12542"},"language":"en","primary_location":{"id":"doi:10.1111/hequ.12542","doi":"https://doi.org/10.1111/hequ.12542","is_oa":false,"landing_page_url":"https://doi.org/10.1111/hequ.12542","pdf_url":null,"source":{"id":"https://openalex.org/S184445340","display_name":"Higher Education Quarterly","issn_l":"0951-5224","issn":["0951-5224","1468-2273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-4","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Higher Education Quarterly","raw_type":"journal-article"},"volume":null,"type":"article","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/A5026706907","display_name":"Sonika Jha","orcid":"https://orcid.org/0000-0003-4363-4452","observed_orcids":["https://orcid.org/0000-0003-4363-4452"]},"institutions":[{"id":"https://openalex.org/I27878738","display_name":"Fore School of Management","ror":"https://ror.org/02m044a46","country_code":"IN","type":"education","lineage":["https://openalex.org/I27878738"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sonika Jha","raw_affiliation_strings":["FORE School of Management, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-4363-4452","affiliations":[{"raw_affiliation_string":"FORE School of Management, New Delhi, India","institution_ids":["https://openalex.org/I27878738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015375086","display_name":"Anil Kumar Singh","orcid":"https://orcid.org/0000-0003-2108-6547","observed_orcids":["https://orcid.org/0000-0003-2108-6547"]},"institutions":[{"id":"https://openalex.org/I27878738","display_name":"Fore School of Management","ror":"https://ror.org/02m044a46","country_code":"IN","type":"education","lineage":["https://openalex.org/I27878738"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anil Kumar Singh","raw_affiliation_strings":["FORE School of Management, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-2108-6547","affiliations":[{"raw_affiliation_string":"FORE School of Management, New Delhi, India","institution_ids":["https://openalex.org/I27878738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077660687","display_name":"Rajneesh Chauhan","orcid":"https://orcid.org/0000-0003-0660-3008","observed_orcids":["https://orcid.org/0000-0003-0660-3008"]},"institutions":[{"id":"https://openalex.org/I27878738","display_name":"Fore School of Management","ror":"https://ror.org/02m044a46","country_code":"IN","type":"education","lineage":["https://openalex.org/I27878738"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajneesh Chauhan","raw_affiliation_strings":["FORE School of Management, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-0660-3008","affiliations":[{"raw_affiliation_string":"FORE School of Management, New Delhi, India","institution_ids":["https://openalex.org/I27878738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026706907"],"corresponding_institution_ids":["https://openalex.org/I27878738"],"apc_list":{"value":2760,"currency":"USD","value_usd":2760},"apc_paid":null,"fwci":1.8611,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89092102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"78","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.8687000274658203,"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/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.8687000274658203,"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.038100000470876694,"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/T14185","display_name":"Research, Science, and Academia","score":0.03539999946951866,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/research-collaboration","display_name":"research collaboration","score":0.8299999833106995},{"id":"https://openalex.org/keywords/early-career-researchers","display_name":"early-career researchers","score":0.9810000061988831},{"id":"https://openalex.org/keywords/barriers-to-collaboration","display_name":"barriers to collaboration","score":0.7649999856948853},{"id":"https://openalex.org/keywords/barrier-prioritization","display_name":"barrier prioritization","score":0.871999979019165},{"id":"https://openalex.org/keywords/fuzzy-analytic-hierarchy-process","display_name":"fuzzy analytic hierarchy process","score":0.843999981880188},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.8870000243186951},{"id":"https://openalex.org/keywords/interpersonal-relationships","display_name":"interpersonal relationships","score":0.6179999709129333},{"id":"https://openalex.org/keywords/team-dynamics","display_name":"team dynamics","score":0.8700000047683716},{"id":"https://openalex.org/keywords/cultural-differences","display_name":"cultural differences","score":0.8240000009536743},{"id":"https://openalex.org/keywords/institutional-factors","display_name":"institutional factors","score":0.7250000238418579}],"concepts":[{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.6098976731300354},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.573116660118103},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5581226348876953},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.532943844795227},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.46029719710350037},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4580882787704468},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.41349148750305176},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.39893001317977905},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38576847314834595},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34972813725471497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2909006178379059},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23450970649719238},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1570180058479309},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.15596458315849304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1112392246723175},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/hequ.12542","doi":"https://doi.org/10.1111/hequ.12542","is_oa":false,"landing_page_url":"https://doi.org/10.1111/hequ.12542","pdf_url":null,"source":{"id":"https://openalex.org/S184445340","display_name":"Higher Education Quarterly","issn_l":"0951-5224","issn":["0951-5224","1468-2273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-4","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Higher Education Quarterly","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4000000059604645}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":130,"referenced_works":["https://openalex.org/W104923807","https://openalex.org/W112248274","https://openalex.org/W174304049","https://openalex.org/W190755687","https://openalex.org/W1486463410","https://openalex.org/W1492504808","https://openalex.org/W1512281576","https://openalex.org/W1562463929","https://openalex.org/W1630335320","https://openalex.org/W1668616913","https://openalex.org/W1696356400","https://openalex.org/W1823038414","https://openalex.org/W1884775568","https://openalex.org/W1888015786","https://openalex.org/W1892021180","https://openalex.org/W1921900156","https://openalex.org/W1941957754","https://openalex.org/W1954424084","https://openalex.org/W1964311592","https://openalex.org/W1966152194","https://openalex.org/W1983063801","https://openalex.org/W1985208686","https://openalex.org/W1986899182","https://openalex.org/W1988777861","https://openalex.org/W2001760702","https://openalex.org/W2002554683","https://openalex.org/W2004698524","https://openalex.org/W2029972305","https://openalex.org/W2037925493","https://openalex.org/W2041768402","https://openalex.org/W2048914167","https://openalex.org/W2054470241","https://openalex.org/W2058301091","https://openalex.org/W2060356397","https://openalex.org/W2061115142","https://openalex.org/W2071625820","https://openalex.org/W2071640005","https://openalex.org/W2076899351","https://openalex.org/W2082130317","https://openalex.org/W2083666084","https://openalex.org/W2084213446","https://openalex.org/W2101332752","https://openalex.org/W2106114065","https://openalex.org/W2108739262","https://openalex.org/W2111947488","https://openalex.org/W2123807131","https://openalex.org/W2131707073","https://openalex.org/W2134017270","https://openalex.org/W2141751119","https://openalex.org/W2147362419","https://openalex.org/W2149604183","https://openalex.org/W2154133135","https://openalex.org/W2158617568","https://openalex.org/W2171123028","https://openalex.org/W2178220015","https://openalex.org/W2228847863","https://openalex.org/W2257801875","https://openalex.org/W2291767525","https://openalex.org/W2307131491","https://openalex.org/W2309191384","https://openalex.org/W2311098005","https://openalex.org/W2319227426","https://openalex.org/W2325808451","https://openalex.org/W2330033928","https://openalex.org/W2367883652","https://openalex.org/W2499588588","https://openalex.org/W2507099465","https://openalex.org/W2517558721","https://openalex.org/W2578809926","https://openalex.org/W2581882292","https://openalex.org/W2583461763","https://openalex.org/W2597870346","https://openalex.org/W2611324619","https://openalex.org/W2618843241","https://openalex.org/W2630684569","https://openalex.org/W2756372896","https://openalex.org/W2765429103","https://openalex.org/W2774488312","https://openalex.org/W2792786605","https://openalex.org/W2843969754","https://openalex.org/W2875242420","https://openalex.org/W2886259181","https://openalex.org/W2896629373","https://openalex.org/W2897363071","https://openalex.org/W2898092457","https://openalex.org/W2910286322","https://openalex.org/W2910664790","https://openalex.org/W2943216811","https://openalex.org/W2945237033","https://openalex.org/W2949174957","https://openalex.org/W2954486868","https://openalex.org/W2959456074","https://openalex.org/W2968929410","https://openalex.org/W3007924185","https://openalex.org/W3014037124","https://openalex.org/W3022499311","https://openalex.org/W3023538869","https://openalex.org/W3037608286","https://openalex.org/W3039653926","https://openalex.org/W3040464554","https://openalex.org/W3081979377","https://openalex.org/W3107883292","https://openalex.org/W3115274870","https://openalex.org/W3121641876","https://openalex.org/W3122014499","https://openalex.org/W3123301243","https://openalex.org/W3123397884","https://openalex.org/W3138635146","https://openalex.org/W3149363172","https://openalex.org/W3161046293","https://openalex.org/W3175002061","https://openalex.org/W3187734878","https://openalex.org/W3195783754","https://openalex.org/W3196190708","https://openalex.org/W3208962985","https://openalex.org/W3210690270","https://openalex.org/W4207081475","https://openalex.org/W4210599108","https://openalex.org/W4211007335","https://openalex.org/W4214657491","https://openalex.org/W4220715454","https://openalex.org/W4221041625","https://openalex.org/W4221086078","https://openalex.org/W4236011002","https://openalex.org/W4244674989","https://openalex.org/W4248512343","https://openalex.org/W4312266175","https://openalex.org/W4319836043","https://openalex.org/W4353029697","https://openalex.org/W4392572492"],"related_works":["https://openalex.org/W7028028431","https://openalex.org/W6939812658","https://openalex.org/W2807814394","https://openalex.org/W2754896824","https://openalex.org/W2976439173","https://openalex.org/W2810729596","https://openalex.org/W1504056141","https://openalex.org/W3005574965","https://openalex.org/W4205600880","https://openalex.org/W2975352377"],"abstract_inverted_index":{"Abstract":[0],"Research":[1,185],"is":[2,83],"about":[3],"an":[4],"individual's":[5],"intellectual":[6],"acumen":[7],"and":[8,10,28,37,42,64,75,139,149,155,160,171,179,210,219],"rationality,":[9],"inter\u2010researcher":[11],"collaboration":[12,73,89,134],"capability":[13],"magnifies":[14],"the":[15,25,31,40,66,71,87,100,106,117,131,173,176,182,190,203,225],"outcomes.":[16],"Despite":[17],"common":[18],"belief,":[19],"there":[20],"exist":[21],"fundamental":[22],"asymmetries":[23],"in":[24,49,122,141,228],"goals,":[26,207],"orientations":[27],"expectations":[29],"among":[30],"research":[32,72,88,109,143,146,195,206,221],"collaborators.":[33],"Seldom":[34],"studied":[35],"in\u2010depth":[36],"empirically":[38],"validated,":[39],"challenges":[41],"barriers":[43,74,118,137,187],"faced":[44,119],"by":[45,111,120],"early\u2010career":[46],"researchers":[47,198],"(ECRs)":[48],"social":[50,123,229],"sciences":[51,124],"are":[52],"crucial":[53],"to":[54,61,85,94,105,125,145,169,194],"understand.":[55],"In":[56],"this":[57,142],"study,":[58],"we":[59],"aim":[60],"identify,":[62],"categorize":[63],"rank":[65,172],"order":[67],"of":[68,70,116,130,205],"priority":[69],"their":[76],"sub\u2010barriers.":[77],"This":[78],"analysis":[79],"highlights":[80],"which":[81],"barrier":[82,193],"likely":[84],"impact":[86],"outcome":[90],"more":[91],"as":[92,97,189],"compared":[93],"other":[95],"barriers,":[96,174],"seen":[98],"through":[99],"pairwise":[101],"comparison.":[102],"We":[103],"contribute":[104],"literature":[107],"on":[108,202],"collaborations":[110,222],"providing":[112],"a":[113,127],"much\u2010needed":[114],"assessment":[115],"ECRs":[121],"develop":[126],"nuanced":[128],"understanding":[129],"dynamics":[132,227],"within":[133],"research.":[135],"Key":[136],"identified":[138],"explored":[140],"relate":[144],"design,":[147],"interpersonal":[148],"interprofessional":[150],"relationships,":[151],"team\u2010level":[152],"dynamics,":[153],"spatial":[154],"temporal":[156],"factors,":[157],"cultural":[158],"differences":[159],"institutional":[161],"variables.":[162],"The":[163,212],"fuzzy":[164],"AHP":[165],"tool":[166],"was":[167],"used":[168],"prioritize":[170],"check":[175],"consistency":[177],"ratio":[178],"then":[180],"perform":[181],"sensitivity":[183],"analysis.":[184],"design":[186],"emerged":[188],"most":[191],"challenging":[192],"collaborations,":[196],"implying":[197],"place":[199],"huge":[200],"emphasis":[201],"compatibility":[204],"objectives,":[208],"paradigms":[209],"perspectives.":[211],"study":[213],"provides":[214],"insights":[215],"for":[216],"individuals/institutions":[217],"leading":[218],"managing":[220],"into":[223],"improving":[224],"collaborative":[226],"sciences.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2024-05-25T00:00:00"}