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Measuring Moral Hazard Behaviour and its Determinants Within Credit Installment

Economics Development Analysis Journal · Vol. 7 No. 4 (2018) · pp. 493–502

DOI
10.15294/edaj.v7i4.25976
ISSN
2252-6560
Published
2018-12-20
Publisher
Economics Development Department, Universitas Negeri Semarang, Indonesia
Language
eng

Abstract

Non performing loans (NPL) is an indicator of debtor’s inability in credit repayment which indicates the presence of asymmetric information that might cause moral hazard. This research aims to measure the level of moral hazard and its determinants of micro and small enterprises debtors of Bank Jateng which have NPL. The data were collected from 58 debtors who were selected using simple random sampling. Rating scale method was used to measure the level of moral hazard while regression was used to analyze variables determining moral hazard. The research found that (1) the level of debtor’s moral hazard tends to be medium-to-high, (2) bank monitoring, debtor’s age, and business size are significant variables determining moral hazard. Hence, the research suggests that (1) the bank needs to apply some specific treatments to debtors with high moral hazard, (2) bank monitoring needs to be increased thus debtors are not comfortable to carry out moral hazard, (3) young debtors tend to be more daring to do moral hazard hence it needs special attention and treatment to them, (4) the debtors with larger scale business have the potential to do moral hazard therefore treatment needs to be differentiated with the smaller ones.

Collaboration network of the authors

24 authors · 38 co-authorship links · 4 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • State University of Semarang
  • Sultan Agung Islamic University
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Muhammad AnasAffiliation unknown2
Barokah IsdaryantiState University of Semarang1
Miftah RahmanState University of Semarang1
Yohanes Leonardus SukestiyarnoState University of Semarang1
Totok Sumaryanto FlorentinusState University of Semarang1
Rizka Fibria NugrahaniAffiliation unknown1
Laila Indra LestariAffiliation unknown1
Retno SulistiyaningsihAffiliation unknown1
Tania WicaksanaAffiliation unknown1
Fazriel AlfathanAffiliation unknown1
Dhieva Leona FebriantAffiliation unknown1
Rakhmat PriyonoAffiliation unknown1
Hariyanto HariyantoAffiliation unknown1
Tukidi TukidiAffiliation unknown1
Cut Misni MulasiwiAffiliation unknown1
Tohir TohirAffiliation unknown1
Efriyani SumastutiAffiliation unknown1
Himawan Arif SutantoAffiliation unknown1
Saiful Adhi SaputraAffiliation unknown1
Suyadi SuyadiAffiliation unknown1
Sapto BudoyoAffiliation 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/edaj/oai, first harvested 5 Nov 2026, last seen 5 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">Measuring Moral Hazard Behaviour and its Determinants Within Credit Installment</dc:title>
	<dc:creator>Arifin, Agus</dc:creator>
	<dc:creator>Sugiyanto, FX.</dc:creator>
	<dc:creator>Widodo, Wahyu</dc:creator>
	<dc:description xml:lang="en-US">Non performing loans (NPL) is an indicator of debtor’s inability in credit repayment which indicates the presence of asymmetric information that might cause moral hazard. This research aims to measure the level of moral hazard and its determinants of micro and small enterprises debtors of Bank Jateng which have NPL. The data were collected from 58 debtors who were selected using simple random sampling. Rating scale method was used to measure the level of moral hazard while regression was used to analyze variables determining moral hazard. The research found that (1) the level of debtor’s moral hazard tends to be medium-to-high, (2) bank monitoring, debtor’s age, and business size are significant variables determining moral hazard. Hence, the research suggests that (1) the bank needs to apply some specific treatments to debtors with high moral hazard, (2) bank monitoring needs to be increased thus debtors are not comfortable to carry out moral hazard, (3) young debtors tend to be more daring to do moral hazard hence it needs special attention and treatment to them, (4) the debtors with larger scale business have the potential to do moral hazard therefore treatment needs to be differentiated with the smaller ones.</dc:description>
	<dc:publisher xml:lang="en-US">Economics Development Department, Universitas Negeri Semarang, Indonesia</dc:publisher>
	<dc:date>2018-12-20</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/edaj/article/view/25976</dc:identifier>
	<dc:identifier>10.15294/edaj.v7i4.25976</dc:identifier>
	<dc:source xml:lang="en-US">Economics Development Analysis Journal; Vol 7 No 4 (2018): Economics Development Analysis Journal; 493-502</dc:source>
	<dc:source>2252-6560</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/sju/edaj/article/view/25976/12262</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2019 Economics Development Analysis Journal</dc:rights>
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