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The Facial Width-To-Height Ratio is Unrelated to Aggressive Behaviour in Indonesian People

HAYATI Journal of Biosciences · Vol. 30 No. 3 (2023) · pp. 413–420

DOI
10.4308/hjb.30.3.413-420
ISSN
2086-4094, 1978-3019
Published
2023-01-06
Publisher
Bogor Agricultural University, Indonesia
Language
eng

Abstract

As a channel of non-verbal communication, faces can give information such as mate attraction, intelligence, and aggressivity. Aggressivity is a character to dominate, protect position, and fight over resources. Several aggressive behaviours in humans are, for example, anger, hostility, physical aggression, and verbal aggression. Previous studies in western society showed that aggressivity could be perceived from the faces. We tested 100 Indonesian males ranging from 19-51 years old to fill out the Buss-Perry Aggression Questionnaire (BPAQ) to measure the aggression scale. The mean of their BPAQ scales (total aggression, anger, hostility, physical aggression, and verbal aggression) were 72.44±10.84, 17.37±3.97, 21.38±4.53, 18.97±4.65, 14.72±2.68, respectively. The average facial photograph was generated based on the min-Q1 (Low Aggressivity (LA)) and Q3-max (High Aggressivity (HA)) BPAQ scale. Next, the aggressivity of averaged LA and HA faces was evaluated by raters. The raters consisted of 145 males and 213 females randomly recruited, ranging from 17 to 67 years old. The facial width-to-height (fWHR) ratio between the average faces of the Low-Aggression face and the High-Aggression face was insignificant. This study concluded that Indonesian people could not perceive aggressivity in their faces.

Collaboration network of the authors

40 authors · 133 co-authorship links · showing the 40 most connected

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Co-authorOrganisationJoint articles
BAMBANG SURYOBROTOAffiliation unknown11
Winati NurhayuAffiliation unknown7
Gres MarettaAffiliation unknown3
Jeane Siswitasari MulyanaAffiliation unknown2
AKICHIKA MIKAMIAffiliation unknown2
TRI HERU WIDARTOAffiliation unknown2
Permesyawari MuktionoAffiliation unknown2
Yanti AriyantiAffiliation unknown2
Tri AtmowidiAffiliation unknown2
Juliana Esteria TumanggerAffiliation unknown1
David HutaurukAffiliation unknown1
Sindy MalewaAffiliation unknown1
Agustina MarhaeniAffiliation unknown1
Ruth DabukkeAffiliation unknown1
Ridha AzhimaAffiliation unknown1
Agitha Safrilia DefyAffiliation unknown1
Meriza AnandaAffiliation unknown1
Intan Sutari Br. SigalinggingAffiliation unknown1
Dian Anggria SariAffiliation unknown1
Novriadi NovriadiAffiliation unknown1
Simon MartinusAffiliation unknown1
Muhammad Kevin SyawaldiAffiliation unknown1
Hendry WijayantiAffiliation unknown1
Achmad FarajallahAffiliation unknown1
RIKA RAFFIUDINAffiliation unknown1
Yamato TsujiAffiliation unknown1
Bambang PrayitnoAffiliation unknown1
Ona NorwanaAffiliation unknown1
Emiko NishiAffiliation unknown1
Nurul Huda WulandariAffiliation unknown1
Nabila Dhiya UlhaqAffiliation unknown1
Dela Putri AmaliaAffiliation unknown1
Kania Dewi RafaAffiliation unknown1
Iffi RizkiyaAffiliation unknown1
Yuniarti Dwi AstutiAffiliation unknown1
Farika FebriyantiAffiliation 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) http://journal.ipb.ac.id/index.php/hayati/oai, first harvested 8 Nov 2026, last seen 8 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en">The Facial Width-To-Height Ratio is Unrelated to Aggressive Behaviour in Indonesian People</dc:title>
	<dc:creator xml:lang="en">Ananta, Muhammad Isa</dc:creator>
	<dc:creator xml:lang="en">Darmawan, Andy</dc:creator>
	<dc:creator xml:lang="en">Nila, Sarah</dc:creator>
	<dc:creator xml:lang="en">Widayati, Kanthi Arum</dc:creator>
	<dc:description xml:lang="en">As a channel of non-verbal communication, faces can give information such as mate attraction, intelligence, and aggressivity. Aggressivity is a character to dominate, protect position, and fight over resources. Several aggressive behaviours in humans are, for example, anger, hostility, physical aggression, and verbal aggression. Previous studies in western society showed that aggressivity could be perceived from the faces. We tested 100 Indonesian males ranging from 19-51 years old to fill out the Buss-Perry Aggression Questionnaire (BPAQ) to measure the aggression scale. The mean of their BPAQ scales (total aggression, anger, hostility, physical aggression, and verbal aggression) were 72.44±10.84, 17.37±3.97, 21.38±4.53, 18.97±4.65, 14.72±2.68, respectively. The average facial photograph was generated based on the min-Q1 (Low Aggressivity (LA)) and Q3-max (High Aggressivity (HA)) BPAQ scale. Next, the aggressivity of averaged LA and HA faces was evaluated by raters. The raters consisted of 145 males and 213 females randomly recruited, ranging from 17 to 67 years old. The facial width-to-height (fWHR) ratio between the average faces of the Low-Aggression face and the High-Aggression face was insignificant. This study concluded that Indonesian people could not perceive aggressivity in their faces.</dc:description>
	<dc:publisher xml:lang="en">Bogor Agricultural University, Indonesia</dc:publisher>
	<dc:date>2023-01-06</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">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>http://journal.ipb.ac.id/hayati/article/view/42370</dc:identifier>
	<dc:identifier>10.4308/hjb.30.3.413-420</dc:identifier>
	<dc:source xml:lang="en">HAYATI Journal of Biosciences; Vol. 30 No. 3 (2023): May 2023; 413-420</dc:source>
	<dc:source>2086-4094</dc:source>
	<dc:source>1978-3019</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>http://journal.ipb.ac.id/hayati/article/view/42370/24769</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2023 Muhammad Isa Ananta, Andy Darmawan, Sarah Nila, Kanthi Arum Widayati</dc:rights>
</oai_dc:dc>