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  1. National Taiwan Ocean University Research Hub
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  3. 海洋生物科技學士學位學程(系)
請用此 Handle URI 來引用此文件: http://scholars.ntou.edu.tw/handle/123456789/26635
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dc.contributor.authorLai, Shu-Miaoen_US
dc.contributor.authorLiu, Chih-Liangen_US
dc.date.accessioned2026-08-10T03:11:34Z-
dc.date.available2026-08-10T03:11:34Z-
dc.date.issued2026/4/8-
dc.identifier.issn0268-6902-
dc.identifier.urihttp://scholars.ntou.edu.tw/handle/123456789/26635-
dc.description.abstractPurposeThis study aims to examine whether and how the quality of internal control over financial reporting (ICFR) affects banks' operational efficiency.Design/methodology/approachFirst, the authors use a two-stage, nonoriented, variable-returns-to-scale slack-based data envelopment analysis model to calculate banks' operational efficiency. Second, the authors use cross-sectional Tobit and ordinary least squares regressions to test the hypotheses. Third, the authors use propensity score matching and entropy balancing to control for omitted variables and model misspecification and use the Heckman two-stage treatment-effect model to address self-selection bias. Finally, the authors conduct a structural equation model to identify how ICFR affects banks' operational efficiency.FindingsThe results corroborate that banks' operational efficiency is negatively associated with ineffective ICFR. This negative association is more pronounced when internal control weaknesses relate to revenues, restatements or fraud and when banks have higher human capital, lower board independence and lower free cash flows. Moreover, banks improve operational efficiency by remedying material weaknesses in their ICFR. The findings remain robust across various analyses, including change analyses, alternative measures of ineffective ICFR and operational efficiency, additional control variables and the exclusion of banks during financial crises, COVID-19 and those not under Federal Deposit Insurance Corporation Improvement Act.Practical implicationsThe findings inform managers and regulators that effective ICFR complements other bank regulations and boosts banks' operational efficiency.Originality/valueThe research shows that effective ICFR is a key driver of banks' operational efficiency, contributing to ongoing debates and mixed evidence.en_US
dc.language.isoEnglishen_US
dc.publisherEMERALD GROUP PUBLISHING LTDen_US
dc.relation.ispartofMANAGERIAL AUDITING JOURNALen_US
dc.subjectInternal controlsen_US
dc.subjectMaterial weaknessen_US
dc.subjectOperational efficiencyen_US
dc.subjectData envelopment analysisen_US
dc.titleDoes internal control matter to banks' operational efficiency?en_US
dc.typejournal articleen_US
dc.identifier.doi10.1108/MAJ-05-2024-4326-
dc.identifier.isiWOS:001733021400001-
dc.relation.pages41en_US
dc.identifier.eissn1758-7735-
item.openairecristypehttp://purl.org/coar/resource_type/c_6501-
item.languageiso639-1English-
item.fulltextno fulltext-
item.openairetypejournal article-
item.grantfulltextnone-
item.cerifentitytypePublications-
crisitem.author.deptCollege of Maritime Science and Management-
crisitem.author.deptBachelor Degree Program in Ocean Business Management-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Maritime Science and Management-
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