{"id":"https://openalex.org/W4413853867","doi":"https://doi.org/10.46328/ijres.1325","title":"Assessment and Modelling of Research Undertaking, Digital-Technology Construct and Researchers\u2019 Statistical Software Skills","display_name":"Assessment and Modelling of Research Undertaking, Digital-Technology Construct and Researchers\u2019 Statistical Software Skills","publication_year":2025,"publication_date":"2025-08-31","ids":{"openalex":"https://openalex.org/W4413853867","doi":"https://doi.org/10.46328/ijres.1325"},"language":"en","primary_location":{"id":"doi:10.46328/ijres.1325","doi":"https://doi.org/10.46328/ijres.1325","is_oa":true,"landing_page_url":"https://doi.org/10.46328/ijres.1325","pdf_url":null,"source":{"id":"https://openalex.org/S2764850576","display_name":"International Journal of Research in Education and Science","issn_l":"2148-9955","issn":["2148-9955"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Research in Education and Science","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.46328/ijres.1325","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040766879","display_name":"Afeez Tunde Jinadu","orcid":"https://orcid.org/0000-0002-8278-9329","observed_orcids":["https://orcid.org/0000-0002-8278-9329"]},"institutions":[{"id":"https://openalex.org/I4405263056","display_name":"Nigerian Institute of Social and Economic Research","ror":"https://ror.org/01xxc5a52","country_code":"NG","type":"government","lineage":["https://openalex.org/I4405263056"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Afeez Jinadu","raw_affiliation_strings":["Nigerian Institute of Social and Economic Research"],"raw_orcid":"https://orcid.org/0000-0002-8278-9329","affiliations":[{"raw_affiliation_string":"Nigerian Institute of Social and Economic Research","institution_ids":["https://openalex.org/I4405263056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114095031","display_name":"Eugenia A. Okwilagwe","orcid":"https://orcid.org/0009-0001-0684-7494","observed_orcids":["https://orcid.org/0009-0001-0684-7494"]},"institutions":[{"id":"https://openalex.org/I181631907","display_name":"University of Ibadan","ror":"https://ror.org/03wx2rr30","country_code":"NG","type":"education","lineage":["https://openalex.org/I181631907"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Eugenia Okwilagwe","raw_affiliation_strings":["Institute of Education University of Ibadan Nigeria"],"raw_orcid":"https://orcid.org/0009-0001-0684-7494","affiliations":[{"raw_affiliation_string":"Institute of Education University of Ibadan Nigeria","institution_ids":["https://openalex.org/I181631907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19696031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"4","first_page":"759","last_page":"778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12338","display_name":"Digital literacy in education","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12338","display_name":"Digital literacy in education","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10712","display_name":"Library Science and Information Literacy","score":0.02329999953508377,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"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/T12515","display_name":"Gender and Technology in Education","score":0.010300000198185444,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/digital-literacy","display_name":"digital literacy","score":0.7540000081062317},{"id":"https://openalex.org/keywords/digital-citizenship","display_name":"digital citizenship","score":0.9020000100135803},{"id":"https://openalex.org/keywords/digital-nativity","display_name":"digital nativity","score":0.8360000252723694},{"id":"https://openalex.org/keywords/researchers","display_name":"researchers","score":0.5879999995231628},{"id":"https://openalex.org/keywords/university-researchers","display_name":"university researchers","score":0.5299999713897705},{"id":"https://openalex.org/keywords/sub-saharan-africa","display_name":"sub-Saharan Africa","score":0.6480000019073486},{"id":"https://openalex.org/keywords/nigeria","display_name":"Nigeria","score":0.3479999899864197}],"concepts":[{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6225014328956604},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5587946772575378},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.5153400301933289},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48499009013175964},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48474642634391785},{"id":"https://openalex.org/C2984499602","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Computer software","level":2,"score":0.4704369902610779},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4232315123081207},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3658831715583801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34606441855430603},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.16490602493286133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1307801604270935},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11216539144515991},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.46328/ijres.1325","doi":"https://doi.org/10.46328/ijres.1325","is_oa":true,"landing_page_url":"https://doi.org/10.46328/ijres.1325","pdf_url":null,"source":{"id":"https://openalex.org/S2764850576","display_name":"International Journal of Research in Education and Science","issn_l":"2148-9955","issn":["2148-9955"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Research in Education and Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.46328/ijres.1325","doi":"https://doi.org/10.46328/ijres.1325","is_oa":true,"landing_page_url":"https://doi.org/10.46328/ijres.1325","pdf_url":null,"source":{"id":"https://openalex.org/S2764850576","display_name":"International Journal of Research in Education and Science","issn_l":"2148-9955","issn":["2148-9955"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Research in Education and Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7567999958992004,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"},{"score":0.428600013256073,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2372333752","https://openalex.org/W2390340754","https://openalex.org/W2380638572","https://openalex.org/W2473468694","https://openalex.org/W2079377602","https://openalex.org/W2355548753","https://openalex.org/W2366759882","https://openalex.org/W139088304","https://openalex.org/W2360242203","https://openalex.org/W2590200673"],"abstract_inverted_index":{"The":[0],"study":[1],"investigated":[2],"the":[3,40,63,113,118,121],"structural":[4],"equation":[5],"modelling":[6],"of":[7,11,19,21,71,112,120,170],"nine":[8],"variables":[9],"consisting":[10],"research":[12,68,145,171],"undertaking,":[13],"digi-tech":[14,174,188],"construct":[15,175,189],"(digital":[16],"nativity,":[17],"category":[18],"adoption":[20],"digital":[22,24,26,126,147],"technologies,":[23],"literacy,":[25],"citizenship,":[27],"statistical":[28,36,130,133,137,151,161,178,194],"software":[29,37,131,134,138,152,162,179,195],"anxiety,":[30],"self-efficacy":[31],"and":[32,34,46,67,78,81,92,97,99,136,150,173],"knowledge)":[33],"researcher":[35,160,177],"skills":[38],"in":[39],"Sub-Sahara":[41],"Africa.":[42],"Human":[43],"Functioning":[44],"Theory":[45],"ex-post":[47],"facto":[48],"design":[49],"were":[50,56,102,105],"adopted.":[51],"Multi":[52],"stage":[53],"sampling":[54],"techniques":[55],"used":[57],"to":[58],"select":[59],"744":[60],"researchers":[61,182],"across":[62],"Southwestern,":[64],"Nigerian":[65],"Universities":[66],"institutes.":[69],"Assessment":[70],"Researcher":[72,75,82,88,93],"Digital":[73,89],"Literacy-(KR20=0.86),":[74],"Statistical":[76,83,94],"Knowledge":[77],"Performance":[79],"Skills-(KR20=0.82)":[80],"Software":[84,95],"Operation":[85],"Ability-(\u03c0=0.93)":[86],"tests,":[87],"Construct":[90],"Response-(r=0.84)":[91],"Anxiety":[96],"Efficacy-(r=0.87":[98],"0.76)":[100],"scales":[101],"used.":[103],"Data":[104],"analysed":[106],"using":[107],"path":[108],"analysis.":[109],"Eighteen":[110],"out":[111],"35-hypothesised":[114],"paths":[115],"significantly":[116],"explained":[117],"consistency":[119],"causal":[122,168],"model.":[123],"Research":[124],"undertaking-(0.02),":[125],"nativity-(0.02),":[127],"literacy-(0.01),":[128],"citizenship-(0.06),":[129],"anxiety-(0.01),":[132],"self-efficacy-(0.02)":[135],"knowledge-(0.18)":[139],"have":[140],"90.7%":[141],"direct":[142],"effect,":[143],"whereas":[144],"undertaking-(0.01),":[146],"literacy-(0.09),":[148],"citizenship-(0.01)":[149],"anxiety-(0.02)":[153],"accounted":[154],"for":[155],"9.3%":[156],"indirect":[157],"effects":[158],"on":[159,176],"skills.":[163,180,196],"There":[164],"was":[165],"a":[166],"positive":[167],"effect":[169],"undertaking":[172,183],"Therefore,":[181],"studies":[184],"without":[185],"inputs":[186],"from":[187],"may":[190],"not":[191],"achieve":[192],"sophisticated":[193]},"counts_by_year":[],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2025-10-10T00:00:00"}