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An Additional Evidence: Pecking Order Theory in Indonesia

Management Analysis Journal · Vol. 11 No. 4 (2022) · pp. 308–313

DOI
10.15294/maj.v11i4.63562
ISSN
2502-1451, 2252-6552
Published
2022-12-20
Publisher
Universitas Negeri Semarang
Language
eng

Abstract

The paper aims to determine the leverage deviation and the impact of firm size on the leverage deviation. We have collected 504 pooled data from the Indonesia Stock Exchange (IDX) from 2009 to 2020. The model estimates have been analyzed by OLS regression, where regress, the deviation of leverage, and firm size is the explanatory variable. Our spurious prevention model controls growth and tangible assets. Our finding is that the company's overleverage is greater than the under leverage of 504 units of observation. OL type companies, characterized by asset volatility with firm size and lower debt ratio, tend to follow the POT hierarchy. They prefer debt issuance over equity; the actual leverage is lower than the target leverage. In contrast, companies characterized by UL with higher volatility in assets in place with firm size and higher debt ratio than OL tend to follow the PDT hierarchy. As a result, they issue equity over debt, and then large companies issue equity in the presence of information asymmetry. It is possible that the modal structure is dynamic and will require testing of time series or data panels. We leave that explicit analysis for future research.

Collaboration network of the authors

40 authors · 122 co-authorship links · 3 across different organisations · showing the 40 most connected

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

  • State University of Semarang
  • Universitas Media Nusantara Citra
  • Universitas Muara Bungo
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Suwito Eko PramonoAffiliation unknown5
Tri Joko RaharjoAffiliation unknown5
Tri Joko RaharjoAffiliation unknown4
Widiyanto WidiyantoAffiliation unknown4
Noor HudallahAffiliation unknown3
Sucihatiningsih Dian Wisika PrajantiState University of Semarang2
Nina OktarinaAffiliation unknown2
Agus WahyudinAffiliation unknown2
Sugiyo SugiyoAffiliation unknown2
Titi PrihatinAffiliation unknown2
Muhammad KhafidAffiliation unknown2
Kardoyo KardoyoAffiliation unknown2
I Gusti Ayu Agung Aristi PutriUniversitas Media Nusantara Citra1
Ananda Fiky Dibanu KhaerUniversitas Media Nusantara Citra1
Tri Joko RaharjoState University of Semarang1
Harianingsih HarianingsihState University of Semarang1
Didik WiyonoState University of Semarang1
Muhammad Zaini MiftahState University of Semarang1
Angga Pandu WijayaState University of Semarang1
Margareta RahayuningsihAffiliation unknown1
S MartonoAffiliation unknown1
Soesanto SoesantoAffiliation unknown1
Agnees Dyah RachmawatieAffiliation unknown1
Siti Fiki IkmahAffiliation unknown1
Gatot Hadi PrasetyoAffiliation unknown1
Yeri SutopoAffiliation unknown1
Edi YuliantoAffiliation unknown1
Fitri NurjannahAffiliation unknown1
Aprilia SusantiUniversitas Muara Bungo1
WasinoAffiliation unknown1
Suwito Eko ParmonoAffiliation unknown1
Fathur RokhmanState University of Semarang1
WidiyantoAffiliation unknown1
Abdul MuklisAffiliation unknown1
Nurlaily MauludiyahAffiliation unknown1
Murwatiningsih MurwatiningsihAffiliation unknown1
Yan Septio Bintoro AndaniAffiliation unknown1
Siti HandayaniAffiliation 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/maj/oai, first harvested 6 Nov 2026, last seen 6 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">An Additional Evidence: Pecking Order Theory in Indonesia</dc:title>
	<dc:creator>Pratiwi, Yosi Setya</dc:creator>
	<dc:creator>Yulianto, Arief</dc:creator>
	<dc:description xml:lang="en-US">The paper aims to determine the leverage deviation and the impact of firm size on the leverage deviation. We have collected 504 pooled data from the Indonesia Stock Exchange (IDX) from 2009 to 2020. The model estimates have been analyzed by OLS regression, where regress, the deviation of leverage, and firm size is the explanatory variable. Our spurious prevention model controls growth and tangible assets. Our finding is that the company's overleverage is greater than the under leverage of 504 units of observation. OL type companies, characterized by asset volatility with firm size and lower debt ratio, tend to follow the POT hierarchy. They prefer debt issuance over equity; the actual leverage is lower than the target leverage. In contrast, companies characterized by UL with higher volatility in assets in place with firm size and higher debt ratio than OL tend to follow the PDT hierarchy. As a result, they issue equity over debt, and then large companies issue equity in the presence of information asymmetry. It is possible that the modal structure is dynamic and will require testing of time series or data panels. We leave that explicit analysis for future research.</dc:description>
	<dc:publisher xml:lang="en-US">Universitas Negeri Semarang</dc:publisher>
	<dc:date>2022-12-20</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/maj/article/view/63562</dc:identifier>
	<dc:identifier>10.15294/maj.v11i4.63562</dc:identifier>
	<dc:source xml:lang="en-US">Management Analysis Journal; Vol 11 No 4 (2022): Management Analysis Journal; 308-313</dc:source>
	<dc:source>2502-1451</dc:source>
	<dc:source>2252-6552</dc:source>
	<dc:source>10.15294/maj.v11i4</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/sju/maj/article/view/63562/23204</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2022 Management Analysis Journal</dc:rights>
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