{"id":"https://openalex.org/W3122193348","doi":"https://doi.org/10.28945/4681","title":"Effectiveness of Using Thinking Maps Through the Edmodo Network to Develop Achievement and Mathematical Connections Skills Among Middle School Students","display_name":"Effectiveness of Using Thinking Maps Through the Edmodo Network to Develop Achievement and Mathematical Connections Skills Among Middle School Students","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3122193348","doi":"https://doi.org/10.28945/4681","mag":"3122193348"},"language":"en","primary_location":{"id":"doi:10.28945/4681","is_oa":true,"landing_page_url":"https://doi.org/10.28945/4681","pdf_url":null,"source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.28945/4681","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060300340","display_name":"Mansour Saleh Alabdulaziz","orcid":null},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Mansour Saleh Alabdulaziz","raw_affiliation_strings":["Imam Abdulrahman Bin Faisal University"],"affiliations":[{"raw_affiliation_string":"Imam Abdulrahman Bin Faisal University","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113248937","display_name":"Ali Abdullah Alhammadi","orcid":null},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ali Alhammadi","raw_affiliation_strings":["Imam Abdulrahman Bin Faisal University"],"affiliations":[{"raw_affiliation_string":"Imam Abdulrahman Bin Faisal University","institution_ids":["https://openalex.org/I76571253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060300340"],"corresponding_institution_ids":["https://openalex.org/I76571253"],"apc_list":null,"apc_paid":null,"fwci":3.1864,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.91900266,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"20","issue":null,"first_page":"001","last_page":"034"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9872999787330627,"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"}},"topics":[{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9872999787330627,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9718999862670898,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T14227","display_name":"Educational Practices and Challenges","score":0.9606000185012817,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.7422130107879639},{"id":"https://openalex.org/keywords/problem-statement","display_name":"Problem statement","score":0.5339025259017944},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.49128788709640503},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.47418341040611267},{"id":"https://openalex.org/keywords/achievement-test","display_name":"Achievement test","score":0.4292667508125305},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38543951511383057},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32393062114715576},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.19234636425971985},{"id":"https://openalex.org/keywords/standardized-test","display_name":"Standardized test","score":0.1375400424003601},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13613775372505188},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.11725863814353943}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.7422130107879639},{"id":"https://openalex.org/C202532154","wikidata":"https://www.wikidata.org/wiki/Q4374193","display_name":"Problem statement","level":2,"score":0.5339025259017944},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.49128788709640503},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.47418341040611267},{"id":"https://openalex.org/C81369262","wikidata":"https://www.wikidata.org/wiki/Q6165531","display_name":"Achievement test","level":3,"score":0.4292667508125305},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38543951511383057},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32393062114715576},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.19234636425971985},{"id":"https://openalex.org/C203151758","wikidata":"https://www.wikidata.org/wiki/Q3244907","display_name":"Standardized test","level":2,"score":0.1375400424003601},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13613775372505188},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11725863814353943}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.28945/4681","is_oa":true,"landing_page_url":"https://doi.org/10.28945/4681","pdf_url":null,"source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.28945/4681","is_oa":true,"landing_page_url":"https://doi.org/10.28945/4681","pdf_url":null,"source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1976094691","https://openalex.org/W2084809517","https://openalex.org/W2267088236","https://openalex.org/W2335496557"],"related_works":["https://openalex.org/W2023079149","https://openalex.org/W1969099294","https://openalex.org/W2101446412","https://openalex.org/W2605939825","https://openalex.org/W2792085915","https://openalex.org/W288212059","https://openalex.org/W2333097382","https://openalex.org/W120583129","https://openalex.org/W2611601459","https://openalex.org/W392414571"],"abstract_inverted_index":{"Aim/Purpose:":[0],"This":[1,51,190,237],"research":[2,161,402],"aimed":[3],"to":[4,16,86,194,221,232,356,382,392,405,443,485,498],"measure":[5],"the":[6,13,30,65,87,110,116,160,163,182,195,198,201,206,239,258,263,269,275,285,290,296,304,314,331,365,370,387,407,410,415,445,469,500,528,535,556,561,565,569],"effectiveness":[7,88,111,199,501,529,566],"of":[8,29,41,64,81,89,112,137,200,235,262,274,289,303,316,409,447,473,502,504,530,567],"using":[9,181,555,568],"thinking":[10,90,113,202,328,366,448,506],"maps":[11,91,114,203,329,449,503],"through":[12,115,205,330],"Edmodo":[14,117,207,332,388,416,508,536,562,575],"network":[15,118,208,417,509,537,576],"develop":[17],"achievement":[18,43,74,121,211,270,317,420,462,540],"and":[19,33,47,79,122,153,212,227,265,292,318,343,390,421,428,440,463,471,524,541,551,579],"mathematical":[20,102,123,213,225,297,319,422,464,516,520,542],"connections":[21,103,124,214,298,320,423,465],"skills":[22,125,299,321,424,582],"among":[23,44,126,322,583],"middle":[24,127,140,323,347,376],"school":[25,128,141,324,348,377,585],"students.":[26,129,142,586],"Background:":[27],"One":[28],"most":[31],"important":[32],"major":[34],"problems":[35,226],"in":[36,48,62,72,75,92,101,119,166,209,245,272,301,369,395,425,480,483,538,577],"education":[37],"is":[38,52,403],"reduced":[39],"levels":[40],"academic":[42,58,73],"students":[45,223,325,394],"generally":[46],"mathematics":[49,349,371,378,454],"specifically.":[50],"having":[53],"a":[54,134,217,254,281,310,338,546],"negative":[55],"impact":[56],"on":[57,197,242,268,295,354,380,418,434,450],"outcomes.":[59],"As":[60],"mentioned":[61],"statement":[63],"problem,":[66],"several":[67],"studies":[68,83,97,107,494],"have":[69,84,98,108,477],"identified":[70,99],"weaknesses":[71,100],"mathematics.":[76],"The":[77,131,249],"results":[78,250],"recommendations":[80],"previous":[82],"referred":[85],"developing":[93,120,210,419,461,539,580],"numerous":[94],"variables.":[95],"Previous":[96],"skills.":[104,215,466,544],"No":[105],"Arabic":[106],"addressed":[109],"Methodology:":[130],"participants":[132],"were":[133,144,179],"purposive":[135],"sample":[136],"102":[138],"second-year":[139],"These":[143],"divided":[145],"into":[146],"two":[147],"groups:":[148],"experimental":[149,164,264,276,291,305],"(n":[150,155],"=":[151,156],"49)":[152],"control":[154,266,293],"53).":[157],"To":[158],"achieve":[159],"objectives,":[162],"approach":[165],"its":[167,396],"quasi-experimental":[168],"design":[169],"was":[170,253,280,308],"adopted":[171],"with":[172,362,488],"(pre-post)":[173],"measurement":[174],"for":[175,185,335,346,375,399,453,460],"both":[176],"groups.":[177],"Data":[178],"analyzed":[180],"Statistical":[183],"Package":[184],"Social":[186],"Sciences":[187],"(SPSS).":[188],"Contribution:":[189],"study":[191,241,406,547],"added":[192],"information":[193],"literature":[196],"strategy":[204,220,413,559,572],"Devising":[216],"modern":[218,358],"teaching":[219,455,481],"help":[222],"solve":[224],"thus":[228],"can":[229],"be":[230,496],"generalized":[231],"various":[233],"fields":[234],"life.":[236],"also":[238,309],"first":[240],"this":[243],"subject":[244],"Saudi":[246],"Arabia.":[247],"Findings:":[248],"showed":[251],"there":[252,279],"significant":[255,282],"difference":[256,283],"between":[257,284,313],"mean":[259,286],"post-test":[260,287],"scores":[261,288],"groups":[267,294],"test":[271,300],"favor":[273,302],"group.":[277,306],"Additionally,":[278],"There":[307],"positive":[311],"correlation":[312],"development":[315],"who":[326,476],"used":[327,478],"network.":[333,563],"Recommendations":[334],"Practitioners:":[336],"At":[337],"practice":[339],"level,":[340],"holding":[341],"courses":[342],"training":[344,353],"workshops":[345],"teachers":[350,379,439],"that":[351,548],"include":[352],"how":[355,381,391],"use":[357,383,446],"learning":[359,451,532],"models":[360],"enhanced":[361],"technology,":[363],"including":[364],"Maps":[367,385,412,558,571],"strategy,":[368],"curriculum.":[372],"Preparing":[373],"guidelines":[374],"Thinking":[384,411,557,570],"via":[386,414,534,560,573],"Network":[389],"train":[393],"use.":[397],"Recommendation":[398],"Researchers:":[400],"Further":[401],"needed":[404],"Effectiveness":[408],"other":[426,512],"subjects":[427],"at":[429],"different":[430],"educational":[431,441],"stages.":[432],"Impact":[433],"Society:":[435],"Our":[436],"findings":[437],"encourage":[438],"supervisors":[442],"adopt":[444],"platforms":[452],"as":[456,515],"an":[457,574],"effective":[458],"method":[459],"Benefiting":[467],"from":[468],"applications":[470],"experiences":[472],"developed":[474],"countries":[475],"e-learning":[479],"curricula":[482],"order":[484],"keep":[486],"pace":[487],"contemporary":[489],"developments.":[490],"Future":[491,493],"Research:":[492],"could":[495],"extended":[497],"identify":[499],"strategic":[505],"across":[507],"variables":[510],"within":[511],"subsidiaries,":[513],"such":[514],"communication,":[517],"creative":[518,581],"thinking,":[519],"proof,":[521],"mind":[522],"habits,":[523],"so":[525],"on.":[526],"Assess":[527],"play-based":[531],"strategies":[533],"connection":[543],"Conduct":[545],"measures":[549],"teachers\u2019":[550],"students\u2019":[552],"attitudes":[553],"toward":[554],"Assessing":[564],"achieving":[578],"secondary":[584]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
