{"id":"https://openalex.org/W2083349676","doi":"https://doi.org/10.1109/sii.2012.6426929","title":"Applying GRA and path analysis jointly to analyzing capital structure","display_name":"Applying GRA and path analysis jointly to analyzing capital structure","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2083349676","doi":"https://doi.org/10.1109/sii.2012.6426929","mag":"2083349676"},"language":"en","primary_location":{"id":"doi:10.1109/sii.2012.6426929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sii.2012.6426929","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE/SICE International Symposium on System Integration (SII)","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/A5086433528","display_name":"Ker-Tah Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I34574549","display_name":"National Taichung University of Education","ror":"https://ror.org/006tnfe02","country_code":"TW","type":"education","lineage":["https://openalex.org/I34574549"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ker-Tah Hsu","raw_affiliation_strings":["The Department of International Business, National Taichung University of Education, Taichung, Taiwan","Department of International Business, National Taichung University of Education, 40306 Taiwan"],"affiliations":[{"raw_affiliation_string":"The Department of International Business, National Taichung University of Education, Taichung, Taiwan","institution_ids":["https://openalex.org/I34574549"]},{"raw_affiliation_string":"Department of International Business, National Taichung University of Education, 40306 Taiwan","institution_ids":["https://openalex.org/I34574549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100895538","display_name":"Tzung-Ming Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzung-Ming Yan","raw_affiliation_strings":["The Department of Insurance, Chaoyang University of Technology, Taichung, Taiwan","Department of Insurance, Chaoyang University of Technology, 41349 Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"The Department of Insurance, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]},{"raw_affiliation_string":"Department of Insurance, Chaoyang University of Technology, 41349 Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086433528"],"corresponding_institution_ids":["https://openalex.org/I34574549"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24289481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"665","last_page":"669"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10019","display_name":"Corporate Finance and Governance","score":0.9438999891281128,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10019","display_name":"Corporate Finance and Governance","score":0.9438999891281128,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.9398000240325928,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12851","display_name":"Firm Innovation and Growth","score":0.9376999735832214,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/unobservable","display_name":"Unobservable","score":0.7395960092544556},{"id":"https://openalex.org/keywords/capital-structure","display_name":"Capital structure","score":0.7160993814468384},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6932551860809326},{"id":"https://openalex.org/keywords/profitability-index","display_name":"Profitability index","score":0.6753026247024536},{"id":"https://openalex.org/keywords/path-analysis","display_name":"Path analysis (statistics)","score":0.663454532623291},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5581016540527344},{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.5131695866584778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4104927182197571},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2846704125404358},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2706072926521301},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21805104613304138},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.08867040276527405},{"id":"https://openalex.org/keywords/debt","display_name":"Debt","score":0.059771448373794556}],"concepts":[{"id":"https://openalex.org/C2780695315","wikidata":"https://www.wikidata.org/wiki/Q3799040","display_name":"Unobservable","level":2,"score":0.7395960092544556},{"id":"https://openalex.org/C149933338","wikidata":"https://www.wikidata.org/wiki/Q950816","display_name":"Capital structure","level":3,"score":0.7160993814468384},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6932551860809326},{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.6753026247024536},{"id":"https://openalex.org/C82793941","wikidata":"https://www.wikidata.org/wiki/Q1046024","display_name":"Path analysis (statistics)","level":2,"score":0.663454532623291},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5581016540527344},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.5131695866584778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4104927182197571},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2846704125404358},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2706072926521301},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21805104613304138},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.08867040276527405},{"id":"https://openalex.org/C120527767","wikidata":"https://www.wikidata.org/wiki/Q3196867","display_name":"Debt","level":2,"score":0.059771448373794556}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sii.2012.6426929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sii.2012.6426929","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE/SICE International Symposium on System Integration (SII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2115846503","https://openalex.org/W2131865209","https://openalex.org/W2136122167","https://openalex.org/W2143437037","https://openalex.org/W2148554621","https://openalex.org/W2210732600","https://openalex.org/W2268903337","https://openalex.org/W2519338150","https://openalex.org/W4233834317","https://openalex.org/W4241782546","https://openalex.org/W4301352023","https://openalex.org/W6681520686","https://openalex.org/W6688651853","https://openalex.org/W6693644776"],"related_works":["https://openalex.org/W2614563012","https://openalex.org/W1533311555","https://openalex.org/W2977623401","https://openalex.org/W3122220516","https://openalex.org/W638084951","https://openalex.org/W2775025476","https://openalex.org/W3124581268","https://openalex.org/W3123002126","https://openalex.org/W3163785382","https://openalex.org/W1217199829"],"abstract_inverted_index":{"Both":[0],"capital":[1,32,62,80,142,158],"structure":[2,143,159],"and":[3,56,83,85,97,110,117,119,127,160,166],"its":[4],"antecedent":[5],"variables":[6],"are":[7],"unobservable":[8],"constructs":[9],"measured":[10],"by":[11],"a":[12,91,137,148],"set":[13],"of":[14,37,75,100,123],"observable":[15],"indicators":[16],"or":[17],"proxies.":[18],"Traditionally,":[19],"the":[20,29,35,38,72,95,105,112,120,155],"ordinary":[21,39],"square":[22],"(OLS)":[23],"method":[24,41,92,152,162],"was":[25],"often":[26],"used":[27,69,89],"for":[28,93,141],"research":[30],"on":[31],"structure.":[33,63],"However,":[34],"use":[36,52],"squares":[40],"faces":[42],"some":[43],"problem.":[44],"For":[45],"overcoming":[46],"these":[47],"problems":[48],"mentioned":[49],"above,":[50],"we":[51,103],"Grey":[53],"relational":[54],"analysis":[55,58,87],"path":[57,86],"jointly":[59],"to":[60,70,153],"analyze":[61],"In":[64,129],"this":[65,161],"study":[66],"GRA":[67],"is":[68,88,136,163],"obtain":[71],"integrated":[73],"indexes":[74],"three":[76],"latent":[77],"variables,":[78],"i.e.":[79],"structure,":[81],"growth":[82,116,126,135],"profitability,":[84],"as":[90],"studying":[94],"direct":[96],"indirect":[98],"effects":[99],"variables.":[101],"Consequently,":[102],"verified":[104],"negative":[106,113],"relationship":[107,114,156],"between":[108,115,125,157],"profitability":[109,124],"leverage,":[111,118],"mediating":[121],"role":[122],"leverage.":[128],"addition,":[130],"our":[131],"results":[132],"reveal":[133],"that":[134],"more":[138,164],"important":[139],"determinant":[140],"than":[144],"profitability.":[145],"We":[146],"developed":[147],"new":[149],"possible":[150],"hybrid":[151],"test":[154],"convincing":[165],"powerful.":[167]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
