{"id":"https://openalex.org/W2138348312","doi":"https://doi.org/10.1109/ssiai.2012.6202461","title":"Connectivity in math-gifted adolescents: Comparing structural equation modeling, granger causality, and dynamic causal modeling","display_name":"Connectivity in math-gifted adolescents: Comparing structural equation modeling, granger causality, and dynamic causal modeling","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2138348312","doi":"https://doi.org/10.1109/ssiai.2012.6202461","mag":"2138348312"},"language":"en","primary_location":{"id":"doi:10.1109/ssiai.2012.6202461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssiai.2012.6202461","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Southwest Symposium on Image Analysis and Interpretation","raw_type":"proceedings-article"},"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/A5109150986","display_name":"Mary Baker","orcid":null},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mary Baker","raw_affiliation_strings":["Electrical and Computer Engineering, Texas Tech University, Lubbock, TX, USA","Electrical and Computer Engineering, Texas Tech University, Lubbock, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Texas Tech University, Lubbock, TX, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Electrical and Computer Engineering, Texas Tech University, Lubbock, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034342115","display_name":"Kushal Kapse","orcid":"https://orcid.org/0000-0001-8363-5404"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kushal Kapse","raw_affiliation_strings":["Electrical and Computer Engineering, Texas Tech University, Lubbock, TX, USA","Electrical and Computer Engineering, Texas Tech University, Lubbock, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Texas Tech University, Lubbock, TX, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Electrical and Computer Engineering, Texas Tech University, Lubbock, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021269894","display_name":"Allison M. McMahon","orcid":null},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allison McMahon","raw_affiliation_strings":["Electrical and Computer Engineering, Texas Tech University, Lubbock, TX, USA","Electrical and Computer Engineering, Texas Tech University, Lubbock, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Texas Tech University, Lubbock, TX, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Electrical and Computer Engineering, Texas Tech University, Lubbock, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028346054","display_name":"Michael W. O\u2019Boyle","orcid":"https://orcid.org/0000-0001-8604-7421"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael O'Boyle","raw_affiliation_strings":["Human Development and Family Studies, Texas Tech University, Lubbock, TX, USA","Human Development and Family Studies, Texas Tech University, Lubbock, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Development and Family Studies, Texas Tech University, Lubbock, TX, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Human Development and Family Studies, Texas Tech University, Lubbock, USA","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109150986"],"corresponding_institution_ids":["https://openalex.org/I12315562"],"apc_list":null,"apc_paid":null,"fwci":0.6229,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7198894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"93","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11345","display_name":"Cognitive and developmental aspects of mathematical skills","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11345","display_name":"Cognitive and developmental aspects of mathematical skills","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9889000058174133,"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"}},{"id":"https://openalex.org/T11904","display_name":"Spatial Cognition and Navigation","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/granger-causality","display_name":"Granger causality","score":0.780268669128418},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.7345377802848816},{"id":"https://openalex.org/keywords/mental-rotation","display_name":"Mental rotation","score":0.6796064376831055},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.6230940222740173},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.5829467177391052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5676707625389099},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.5104090571403503},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4959186017513275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43954014778137207},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.43369758129119873},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41675493121147156},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.41664552688598633},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4009914994239807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3587011694908142},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.2965903878211975},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21652251482009888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19066104292869568},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09073057770729065}],"concepts":[{"id":"https://openalex.org/C129824826","wikidata":"https://www.wikidata.org/wiki/Q2630107","display_name":"Granger causality","level":2,"score":0.780268669128418},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.7345377802848816},{"id":"https://openalex.org/C68867621","wikidata":"https://www.wikidata.org/wiki/Q257360","display_name":"Mental rotation","level":3,"score":0.6796064376831055},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.6230940222740173},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.5829467177391052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5676707625389099},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.5104090571403503},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4959186017513275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43954014778137207},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.43369758129119873},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41675493121147156},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.41664552688598633},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4009914994239807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3587011694908142},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2965903878211975},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21652251482009888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19066104292869568},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09073057770729065},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssiai.2012.6202461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssiai.2012.6202461","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Southwest Symposium on Image Analysis and Interpretation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1983257182","https://openalex.org/W2006017444","https://openalex.org/W2021971647","https://openalex.org/W2106296205","https://openalex.org/W2131729872","https://openalex.org/W2140296084","https://openalex.org/W3161879169"],"related_works":["https://openalex.org/W2035792466","https://openalex.org/W2977645287","https://openalex.org/W4251418261","https://openalex.org/W1972675643","https://openalex.org/W2911392473","https://openalex.org/W2154758532","https://openalex.org/W2339734569","https://openalex.org/W2018580387","https://openalex.org/W4312269093","https://openalex.org/W2056895937"],"abstract_inverted_index":{"Major":[0],"challenges":[1],"in":[2,27,112,130],"brain":[3,9,36],"research":[4],"include":[5],"understanding":[6,17],"how":[7,18],"the":[8,41,77,110,113,158],"retrieves,":[10],"processes,":[11],"and":[12,31,59,80,101],"transmits":[13],"information":[14,19,29,153],"along":[15,83],"with":[16,84,121],"is":[20],"stored.":[21],"Therefore,":[22],"connectivity":[23,48,111,122,155],"analyses":[24],"are":[25,119],"vital":[26],"exploring":[28],"flow":[30],"temporal":[32],"interactions":[33,87],"between":[34],"particular":[35],"regions.":[37],"This":[38],"paper":[39],"presents":[40],"results":[42],"of":[43,47,55],"two":[44,114],"different":[45],"types":[46],"analysis":[49],"on":[50,76],"previously":[51],"acquired":[52],"fMRI":[53],"data":[54],"mathematically":[56,72],"gifted":[57,73],"adolescents":[58],"control":[60],"subjects":[61],"performing":[62],"a":[63,91,131],"mental":[64,96],"rotation":[65,97],"task.":[66],"It":[67],"has":[68],"been":[69],"hypothesized":[70],"that":[71,88],"children":[74],"rely":[75],"parietal":[78],"region":[79],"right":[81],"hemisphere,":[82],"utilizing":[85],"inter-hemispheric":[86],"may":[89,147],"be":[90,139],"more":[92],"efficient":[93],"network":[94],"during":[95],"tasks.":[98],"Granger":[99],"causality":[100],"dynamic":[102],"causal":[103],"modeling":[104,128],"(DCM)":[105],"were":[106],"used":[107,140],"to":[108],"model":[109,117],"groups.":[115],"The":[116],"outputs":[118],"compared":[120],"paths":[123],"determined":[124],"from":[125],"structural":[126],"equation":[127],"(SEM)":[129],"previous":[132],"study":[133],"[1].":[134],"Although":[135],"these":[136],"methods":[137],"can":[138],"as":[141],"confirmatory":[142],"and/or":[143],"exploratory":[144],"tools,":[145],"they":[146],"provide":[148],"complementary,":[149],"rather":[150],"than":[151],"redundant,":[152],"about":[154],"networks":[156],"within":[157],"brain.":[159]},"counts_by_year":[{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
