{"id":"https://openalex.org/W7225631876","doi":"https://doi.org/10.56201/ijccp.vol.12.no2.2026.pg122.131","title":"Learning Analytics Indicators and The Development of ProblemSolving Skills in Chemistry: A Historical Cohort Study of Secondary School Students in Bayelsa State, Nigeria","display_name":"Learning Analytics Indicators and The Development of ProblemSolving Skills in Chemistry: A Historical Cohort Study of Secondary School Students in Bayelsa State, Nigeria","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225631876","doi":"https://doi.org/10.56201/ijccp.vol.12.no2.2026.pg122.131"},"language":"en","primary_location":{"id":"doi:10.56201/ijccp.vol.12.no2.2026.pg122.131","doi":"https://doi.org/10.56201/ijccp.vol.12.no2.2026.pg122.131","is_oa":false,"landing_page_url":"https://doi.org/10.56201/ijccp.vol.12.no2.2026.pg122.131","pdf_url":null,"source":{"id":"https://openalex.org/S4394735985","display_name":"INTERNATIONAL JOURNAL OF CHEMISTRY AND CHEMICAL PROCESSES","issn_l":"2545-5265","issn":["2545-5265","2695-1916"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF CHEMISTRY AND CHEMICAL PROCESSES","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5139478664","display_name":"Iyenemi Crystal AMANGELE","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I147765412","display_name":"Niger Delta University","ror":"https://ror.org/03pwcr767","country_code":"NG","type":"education","lineage":["https://openalex.org/I147765412"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Iyenemi Crystal Amangele","raw_affiliation_strings":["Faculty of Education, Niger Delta University, Wilberforce Island, Bayelsa State"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Niger Delta University, Wilberforce Island, Bayelsa State","institution_ids":["https://openalex.org/I147765412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5139478664"],"corresponding_institution_ids":["https://openalex.org/I147765412"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13929","display_name":"Educational Outcomes and Influences","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/secondary-school-students","display_name":"high school students","score":0.9750000238418579},{"id":"https://openalex.org/keywords/student-attendance","display_name":"student attendance","score":0.7710000276565552},{"id":"https://openalex.org/keywords/student-participation","display_name":"student participation","score":0.9900000095367432},{"id":"https://openalex.org/keywords/assignment-completion","display_name":"assignment completion","score":0.9950000047683716},{"id":"https://openalex.org/keywords/competency-based-assessment","display_name":"competency-based assessment","score":0.824999988079071},{"id":"https://openalex.org/keywords/bayelsa-state","display_name":"Bayelsa State","score":0.8859999775886536}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.7437000274658203},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.6646000146865845},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5935999751091003},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5626000165939331},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5493000149726868},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4875999987125397},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.4584999978542328},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.39890000224113464},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.3928999900817871},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.37959998846054077},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.32580000162124634},{"id":"https://openalex.org/C2777895361","wikidata":"https://www.wikidata.org/wiki/Q1758614","display_name":"Longitudinal study","level":2,"score":0.3228999972343445},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2874999940395355},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.2840000092983246},{"id":"https://openalex.org/C134290984","wikidata":"https://www.wikidata.org/wiki/Q5141241","display_name":"Cognitive skill","level":3,"score":0.2768999934196472},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.25690001249313354},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.56201/ijccp.vol.12.no2.2026.pg122.131","doi":"https://doi.org/10.56201/ijccp.vol.12.no2.2026.pg122.131","is_oa":false,"landing_page_url":"https://doi.org/10.56201/ijccp.vol.12.no2.2026.pg122.131","pdf_url":null,"source":{"id":"https://openalex.org/S4394735985","display_name":"INTERNATIONAL JOURNAL OF CHEMISTRY AND CHEMICAL PROCESSES","issn_l":"2545-5265","issn":["2545-5265","2695-1916"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF CHEMISTRY AND CHEMICAL PROCESSES","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.975600004196167}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7214994534","https://openalex.org/W4249020918","https://openalex.org/W7214774168","https://openalex.org/W3085388582","https://openalex.org/W2089645457","https://openalex.org/W2184504981","https://openalex.org/W4402499416","https://openalex.org/W2914461941","https://openalex.org/W4236432908","https://openalex.org/W7219920597"],"abstract_inverted_index":{"This":[0],"study":[1,32,197],"examined":[2],"learning":[3,36,200,226],"analytics":[4,37,201,227],"indicators":[5,38,202],"and":[6,28,39,88,100,136,221,229,234],"the":[7,31,48,81,89,107,120,124,143,176,183],"development":[8],"of":[9,127],"problem-solving":[10,45,170,209,232],"skills":[11,46],"in":[12,18,22,35,42,175,182],"Chemistry":[13,44,90,169,208,219],"among":[14],"secondary":[15],"school":[16,222],"students":[17,61],"Federal":[19],"Unity":[20],"Colleges":[21],"Bayelsa":[23],"State,":[24],"Nigeria,":[25],"between":[26],"2020":[27],"2025.":[29],"Specifically,":[30],"assessed":[33],"trends":[34],"determined":[40],"changes":[41,150],"students'":[43,168,239],"over":[47,213],"observation":[49,68,144,178],"periods.":[50],"A":[51],"quantitative":[52],"historical":[53],"cohort":[54],"research":[55,108],"design":[56],"was":[57,216],"adopted,":[58],"involving":[59],"250":[60],"with":[62,146],"750":[63],"student-period":[64],"records":[65,76],"across":[66,142],"three":[67],"waves.":[69],"Data":[70,84],"were":[71,103,116],"obtained":[72],"from":[73,160,173],"existing":[74],"academic":[75],"using":[77],"two":[78],"structured":[79,231],"instruments:":[80],"Learning":[82],"Analytics":[83],"Extraction":[85],"Checklist":[86],"(LADEC)":[87],"Problem-Solving":[91],"Skills":[92],"Assessment":[93],"Record":[94],"(CPSSAR).":[95],"Descriptive":[96],"statistics,":[97],"including":[98],"means":[99],"standard":[101],"deviations,":[102],"employed":[104],"to":[105,118,162,180,237],"answer":[106],"questions,":[109],"while":[110,207],"Gaussian":[111],"generalised":[112],"estimating":[113],"equation":[114],"models":[115],"used":[117],"test":[119],"null":[121],"hypotheses":[122],"at":[123],"0.05":[125],"level":[126],"significance.":[128],"The":[129,196],"findings":[130],"revealed":[131],"that":[132,199,218],"attendance,":[133],"classroom":[134],"participation,":[135],"assignment":[137],"completion":[138],"remained":[139],"relatively":[140],"stable":[141],"periods,":[145],"no":[147],"statistically":[148,187],"significant":[149,188],"(p":[151,164],">":[152],".05).":[153],"However,":[154],"formative":[155],"assessment":[156],"performance":[157,210],"increased":[158,172],"significantly":[159,212],"53.30%":[161],"58.32%":[163],"<":[165,194],".001).":[166],"Similarly,":[167],"scores":[171],"47.92%":[174],"first":[177],"wave":[179],"56.73%":[181],"third,":[184],"representing":[185],"a":[186],"improvement,":[189],"\u03c7\u00b2(2)":[190],"=":[191],"98.60,":[192],"p":[193],".001.":[195],"concluded":[198],"exhibited":[203],"different":[204],"longitudinal":[205],"patterns,":[206],"improved":[211],"time.":[214],"It":[215],"recommended":[217],"teachers":[220],"administrators":[223],"adopt":[224],"multidimensional":[225],"practices":[228],"strengthen":[230],"activities":[233],"competency-based":[235],"assessments":[236],"support":[238],"cognitive":[240],"development.":[241]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}