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Fraudulent Financial Statements Detection Using Fraud Triangle Analysis: Institutional Ownership as A Moderating Variable

Accounting Analysis Journal · Vol. 11 No. 2 (2023) · pp. 138–148

DOI
10.15294/aaj.v11i2.57517
ISSN
2502-6216, 2252-6765
Published
2023-03-08
Publisher
Universitas Negeri Semarang
Language
eng

Abstract

Purpose: The study investigates the empirical evidence of financial targets, financial stability, external pressure, the nature of the industry, and rationalization’s influence on financial statement fraud, with institutional ownership as a moderating variable. Method: The population’s study included 58 publicly listed companies on the Indonesia Stock Exchange and formed the LQ45 in 2016–2018. Purposive sampling was used on 29 companies, and descriptive and regression analyses were performed using SPSS. Findings: The results showed that financial targets have a positive effect on financial statement fraud, and the industry’s nature has a negative effect on financial statement fraud. In contrast, financial stability, external pressure, and rationalization do not implicate financial statement fraud. In addition, institutional ownership could undermine the effect of financial targets on financial statement fraud. Still, it could affect financial stability, external pressure, industry nature, or rationalization of financial statement fraud. Users of financial statements concentrate on the level of corporate profit because the extent of manipulation indicates that. Novelty: The research initiates an initial study that examines the engagement of institutional ownership as a moderating variable because it not only increases but also risks the possibility of fraud in the financial statements, which reflect financial performance. Keywords: Fraud Financial Statement; Fraud Triangle; Institutional Ownership

Collaboration network of the authors

40 authors · 51 co-authorship links · showing the 40 most connected

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  • State University of Semarang
  • Affiliation unknown
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  • Same organisation
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Co-authorOrganisationJoint articles
Hasan MukhibadAffiliation unknown3
Muhammad KhafidAffiliation unknown2
Asmaul AzizahAffiliation unknown1
Afiat SadidaAffiliation unknown1
Magda KumalasariAffiliation unknown1
Subowo SubowoAffiliation unknown1
Noviana Bekti LestariAffiliation unknown1
Niswatun HasanahAffiliation unknown1
Ristina SitioAffiliation unknown1
Hudzaifah Ibnu Aimar TamirAffiliation unknown1
Alifian Nur AdityaAffiliation unknown1
Henny MurtiniAffiliation unknown1
Fitria Puji AstutiAffiliation unknown1
Rizki AzizahAffiliation unknown1
Arizal Latif FiatmokoAffiliation unknown1
Puji RahayuState University of Semarang1
Gilang Anies SaendyAffiliation unknown1
Luki ArsihAffiliation unknown1
Dyah Ayu TrihapsariAffiliation unknown1
Arfiyadi ArfiyadiAffiliation unknown1
Dhanar Dwika NurcahyoAffiliation unknown1
Feby Intan TrinandaAffiliation unknown1
Zakiyatul MuhandisahAffiliation unknown1
Siti NurlaeliyahAffiliation unknown1
Andik Dwi SaktiAffiliation unknown1
Putri Nur RahmawatiAffiliation unknown1
Putra RizkiAffiliation unknown1
Tuti Dewi RatnaAffiliation unknown1
Adhe Eva AndrianaAffiliation unknown1
Dian Permana IstiqomahAffiliation unknown1
Krisna DewiAffiliation unknown1
Astriyani Sandya ParamitaAffiliation unknown1
Raissa Arham DelyuzarAffiliation unknown1
Arif DzulfikarAffiliation unknown1
Niswah BarorohAffiliation unknown1
F. R.W. RizkianaAffiliation unknown1
R. SetiyaningrumAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.unnes.ac.id/sju/index.php/aaj/oai, first harvested 5 Nov 2026, last seen 8 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">Fraudulent Financial Statements Detection Using Fraud Triangle Analysis: Institutional Ownership as A Moderating Variable</dc:title>
	<dc:creator>Anisykurlillah, Indah</dc:creator>
	<dc:creator>Ardiansah, Muhammad Noor</dc:creator>
	<dc:creator>Nurrahmasari, Afifah</dc:creator>
	<dc:description xml:lang="en-US">Purpose : The study investigates the empirical evidence of financial targets, financial stability, external pressure, the nature of the industry, and rationalization’s influence on financial statement fraud, with institutional ownership as a moderating variable.
Method : The population’s study included 58 publicly listed companies on the Indonesia Stock Exchange and formed the LQ45 in 2016–2018. Purposive sampling was used on 29 companies, and descriptive and regression analyses were performed using SPSS.
Findings : The results showed that financial targets have a positive effect on financial statement fraud, and the industry’s nature has a negative effect on financial statement fraud. In contrast, financial stability, external pressure, and rationalization do not implicate financial statement fraud. In addition, institutional ownership could undermine the effect of financial targets on financial statement fraud. Still, it could affect financial stability, external pressure, industry nature, or rationalization of financial statement fraud. Users of financial statements concentrate on the level of corporate profit because the extent of manipulation indicates that.
Novelty : The research initiates an initial study that examines the engagement of institutional ownership as a moderating variable because it not only increases but also risks the possibility of fraud in the financial statements, which reflect financial performance.
Keywords :&amp;nbsp;Fraud Financial Statement; Fraud Triangle; Institutional Ownership</dc:description>
	<dc:publisher xml:lang="en-US">Universitas Negeri Semarang</dc:publisher>
	<dc:date>2023-03-08</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en-US">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unnes.ac.id/sju/aaj/article/view/57517</dc:identifier>
	<dc:identifier>10.15294/aaj.v11i2.57517</dc:identifier>
	<dc:source xml:lang="en-US">Accounting Analysis Journal; Vol 11 No 2 (2022); 138-148</dc:source>
	<dc:source>2502-6216</dc:source>
	<dc:source>2252-6765</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/sju/aaj/article/view/57517/23977</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2022 Accounting Analysis Journal</dc:rights>
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