Sarcasm is among the most cognitively complex
forms of human communication a speech act that operates simultaneously on two
levels: the literal surface of what is stated, and the implied meaning that
contradicts or undermines it. Detecting sarcasm requires not only linguistic
competence but also a sophisticated grasp of shared cultural knowledge,
relational context, and situational incongruity. In face-to-face communication,
the burden of this interpretation is eased by prosodic cues tone of voice,
facial expression, timing, and gesture that signal to the listener when the
literal and the intended diverge. In written digital communication, however,
these anchors are stripped away. What remains is text, and in some cases, a
GIF. Research in computational linguistics and pragmatics has consistently
identified sarcasm as one of the most difficult phenomena to detect
automatically, precisely because its correct interpretation depends on so much
that lies outside the words themselves (Lunando & Purwarianti, 2013; Rahayu
et al., 2018). But the problem is not only computational. For human readers,
particularly those operating within specific cultural frameworks, the detection
of sarcasm in digital text is equally unreliable and the consequences of
misdetection, whether in the form of misunderstanding, conflict, or unintended
solidarity with a position one did not mean to endorse, are more socially
significant than is often acknowledged. In Indonesia, a country characterized
by a deeply collectivist culture and a high-context communication tradition,
this problem takes on a particular dimension that deserves careful examination.
A growing body of research has examined sarcasm detection in the
Indonesian-language social media context, largely from a computational
standpoint how to train machine learning models to identify sarcasm in
Indonesian tweets and comments, given the language's particular syntactic
structures, use of interjection words, and reliance on hyperbolic constructions
as markers of ironic intent (Lunando & Purwarianti, 2013; Rahayu et al.,
2018; Suhartono et al., 2024). What this body of research consistently
acknowledges, often in passing, is the underlying human problem: sarcasm is
considered one of the most difficult problems in sentiment analysis, and for certain
topics, Indonesians tend to criticize something using sarcasm yet sarcasm in
textual form is hard to detect even by human readers, not only machines.
Ethnolinguistic research on Indonesian sarcasm has further established that the
utterance of sarcasm for Indonesians is a culture for expressing thoughts and
feelings towards a particular problem, event, situation, or object used in
various emotional situations such as anger, disappointment, regret, and even in
joking situations. Sarcasm, in other words, is culturally embedded in
Indonesian expression. Yet paradoxically, the same cultural framework that
produces sarcasm as an expressive tool may also impair its reception particularly
in the context of online communication between strangers, where the relational
and contextual anchors that normally make Indonesian high-context communication
legible are absent. This tension between sarcasm as a culturally familiar
practice and the cultural disposition toward solidarity that shapes how
audiences receive it is the gap this essay addresses.
This essay proceeds from a personal observation and reads it through the
intersecting lenses of cultural communication theory, pragmatics, and public
relations. The observation is this: I posted a GIF of a brain sitting on a pair
of buttocks in the comment section of a life hack video showing how to dry soap
onto notebook paper, cut it into portable squares, and store it in a clip-seal
bag. The GIF was sarcastic. The life hack was, in objective terms, genuinely
clever. What followed was a comment section that functioned, inadvertently, as
a small-scale social experiment in Indonesian digital audience behavior.
Approximately thirty likes accumulated. Some people defended the creator. Some
co-signed the sarcasm. Some appeared to respond not to the content at all, but
to the social energy of the thread. This essay argues that the pattern of
responses observed cannot be fully explained by individual psychology or
generic models of online audience behavior. To understand it properly, one must
account for the cultural variable that shapes how Indonesian internet users
read and misread sarcasm: a deeply ingrained orientation toward collective
solidarity, rooted in Indonesia's collectivist cultural identity and
high-context communication tradition, that systematically reframes
confrontational signals as opportunities for social bonding rather than
ideological conflict. Drawing on Hall (1976), Hofstede (1991, 2011), Syafruddin
et al. (2021), and Lunando and Purwarianti (2013), this essay proposes three
hypotheses about Indonesian sarcasm literacy online and examines what they
reveal about the intersection of culture, communication, and digital public
behavior.
The GIF was meant
to say: this is ridiculous. What many people seemed to hear was: let's talk
about this together.
To situate the analysis, it is necessary to be
precise about the cultural framework within which Indonesian online
communication operates. Indonesia scores among the highest in the world on
Hofstede's collectivism dimension placing the community, the in-group, and
social harmony above individual expression or confrontation (Hofstede, 1991).
When both cultures are observed via Hofstede's account of collectivism versus
individualism, it is evident that Indonesia belongs to a collectivist culture,
one in which social cohesion and relational maintenance are primary
communicative values. Concurrently, Indonesia is classified as a high-context
communication culture, in which meaning is not contained entirely within
explicit verbal statements but is distributed across relational context, shared
social knowledge, and nonverbal cues (Hall, 1976). Results show that Indonesia
is in a high-context communication, it can be seen from the communication that
involves and emphasizing physical contact, interpersonal relations, meaning
internalized, non-verbal messages, the physical settings and social settings,
as well as cultural values. In face-to-face interaction, this high-context
orientation serves Indonesian communicators well: they are culturally trained
to read subtlety, to attend to what is not said, to navigate the complex
relational geometry of Indonesian social life. But when communication moves to
digital platforms particularly public comment sections populated by strangers the
relational infrastructure that makes high-context communication interpretable
collapses. What remains is text, stripped of its relational scaffolding,
navigated by an audience trained to read meaning not in words alone but in the
warmth or coldness of the relationship surrounding them.
Cultural Context Note:
In Indonesian social norms, direct
confrontation is generally avoided in favor of indirect communication
strategies. The concept of rukun (social harmony) and gotong
royong (collective cooperation) are deeply embedded values that shape
how disagreement is expressed and received. Direct criticism even sarcasm directed
at a stranger's work may be unconsciously filtered through a solidarity lens
rather than a critical one.
It is within this cultural framework that
Indonesian sarcasm literacy on social media becomes genuinely complicated.
Sarcasm is, by its nature, a low-context communicative act it relies on the
receiver independently inferring that the literal message is not the intended
one, based on contextual incongruity. This cognitive operation is most reliably
performed when the receiver shares sufficient background knowledge with the sender
to recognize the incongruity in the first place. In a high-context culture
where meaning is typically grounded in relational context rather than
linguistic content, the absence of that shared relational context as is almost
always the case between strangers on social media significantly impairs sarcasm
recognition. Indonesians have an indirect communication style, which means they
are culturally accustomed to reading beneath the surface of statements. But
indirect communication and sarcasm are not the same thing: the former operates
within established relational frameworks, while the latter operates against
them. A sarcastic comment posted by a stranger, in a context where no
relational trust has been established, may simply read as a strange or
unusually expressive comment rather than as a challenge.
Hypotheses Under
Investigation :
- H1: Indonesian social media users demonstrate lower sarcasm
detection rates in text-only digital environments compared to relational
contexts, due to the absence of high-context cues that normally anchor
meaning.
- H2: When sarcasm is not detected as such, collectivist solidarity
culture causes audiences to re-interpret the sarcastic comment as an
invitation to communal engagement rather than as a critical or dissenting
signal.
- H3: The result of H1 and H2 is a systematic distortion of public
opinion signals in Indonesian comment sections, where likes and responses
to sarcasm do not reflect ideological alignment but rather the performance
of social participation.
Beginning with H1. The difficulty of detecting
sarcasm in Indonesian-language text is well-established in the computational
literature. In social media, some people use positive words to express negative
opinion on a topic which is known as sarcasm. The existence of sarcasm becomes
special because it is hard to be detected using simple sentiment analysis
technique. Research on sarcasm detection in Indonesia is still very limited.
What is notable here is not only the computational difficulty but the sociolinguistic
reason underlying it: Indonesian sarcasm, as Syafruddin et al. (2021) document
through ethnolinguistic research in South Sulawesi, has bad, insulting, or
immoral meanings that can intimidate even hurt the feelings of others so
pragmatically the use of sarcasm can lead to antipathy and even conflict. In
relational contexts where sarcasm might cause conflict, Indonesians are
culturally incentivized to not detect it to extend the benefit of the doubt, to
maintain rukun, to interpret ambiguous statements in their most
neutral or positive available reading. This is not a cognitive failure. It is a
culturally rational response to an ambiguous stimulus in a social environment
where confrontation is costly. The GIF of a brain on a buttock is unambiguous
to a reader expecting sarcasm. To a reader whose default interpretive mode is
oriented toward solidarity and whose relational context with the commenter is
zero, it may register as: a funny image, an expression of surprise, or even
ironic appreciation.
This connects directly to H2 the solidarity
re-interpretation hypothesis. Collectivist cultures, as Hofstede (1991)
extensively documents, favor in-group cohesion over individual dissent. When an
Indonesian social media user encounters a comment that is ambiguously critical
or playful particularly under content created by someone who is perceived as
part of a loosely defined in-group (a fellow Indonesian, a fellow content
creator, a fellow person navigating daily life creatively) the collectivist
cultural disposition tilts toward reading the comment as social participation
rather than attack. This reframing is not conscious. It is a cultural default,
the communicative equivalent of assuming good faith, extended to the stranger
in the comment section because the relational norms that govern Indonesian
offline interaction where one does not simply insult the effort of a community
member are carried, imperfectly but persistently, into digital spaces. The
thirty likes accumulated under the sarcastic GIF are, in this reading, not
thirty endorsements of the sarcasm. They are thirty instances of social
participation: people engaging with what registered as a funny or interesting
comment, expressing presence in the thread, performing the act of being part of
the conversation.
In a culture that defaults to solidarity, even
a sarcastic GIF can become an act of togetherness if the audience doesn't catch
that it wasn't meant to be one.
H3 the public opinion distortion hypothesis is
perhaps the most consequential of the three, particularly from a public
relations perspective. If the cultural dynamics described above are operating
as hypothesized, then the standard metrics used to assess public sentiment in
Indonesian digital spaces likes, shares, comment volume, and even comment
content are systematically misleading. A comment that appears to represent
dissent or criticism may actually represent solidarity. A like that appears to
signal agreement with a negative reading of content may actually signal nothing
more than amused participation. This has direct implications for content
creators, brand communicators, and anyone attempting to read Indonesian online
audiences. It means that what looks like a pile-on may be a party. It means
that what reads as a hostile comment section may actually be a sociable one.
And it means that the public relations instinct to manage or respond to
negative comment sections in Indonesian digital contexts may sometimes be
responding to a signal that was never as hostile as it appeared.
There is a further philosophical dimension
worth acknowledging here. The question of whether Indonesians can
"read" sarcasm is, at one level, a question about media literacy about
whether digital communication education adequately equips users to navigate the
rhetorical complexity of text-only online interaction. But at a deeper level,
it is a question about what we mean by reading correctly at all. If a sarcastic
comment is received as an invitation to communal engagement and generates warm,
participatory responses as a result has the communication failed? The sarcasm
was not decoded as intended. But something meaningful happened in the exchange:
people connected, engaged, and participated. This is, arguably, what
high-context, collectivist communication is for. The Indonesian internet user
who likes a brain-on-a-butt GIF without reading it as hostile may not have
missed the point. They may simply be operating by a different communicative
logic one in which the maintenance of social warmth takes precedence over the
precise decoding of individual intent.
This is not a romanticization of
miscommunication. It does create real problems: it distorts sentiment data, it
can enable harassment that disguises itself as humor, and it leaves content
creators unable to accurately gauge the nature of their audience's response.
But it is a reminder that communication, even in digital spaces, is never
purely propositional. It is always also social always embedded in cultural
norms that shape not just what people say, but what they are able to hear.
Indonesia's high-context, collectivist culture is not a deficiency in the
reading of sarcasm. It is a different reading practice, oriented toward a different
communicative goal. Understanding that difference is not just an academic
exercise. For anyone communicating to, with, or about Indonesian digital
audiences it is essential.
I posted a GIF to start a fight, or at least to
see if one would start. What I got instead was thirty people who seemed largely
delighted that something interesting had appeared in the comment section, a
handful of defenders who took the life hack seriously and said so warmly, and a
few co-signers who may or may not have understood what they were co-signing.
The experiment told me less about whether the life hack was good or stupid, and
much more about the communicative culture of the audience watching it. In
Indonesia, even sarcasm, it turns out, can become a form of solidarity if
nobody notices it was meant to be otherwise.
References
- Hall, E. T. (1976). Beyond culture. Anchor Books.
- Hofstede, G. (1991). Cultures and organizations: Software of the mind. McGraw-Hill.
- Hofstede, G. (2011). Dimensionalizing cultures: The Hofstede model in context. Online Readings in Psychology and Culture, 2(1).
- Lunando, E., & Purwarianti, A. (2013). Indonesian social media sentiment analysis with sarcasm detection. 2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS), 195–198. IEEE. ieeexplore.ieee.org
- Rahayu, D. A. P., Kuntur, S., & Hayatin, N. (2018). Sarcasm detection on Indonesian Twitter feeds. 2018 5th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), 137–141. IEEE. ieeexplore.ieee.org
- Saputri, M. E., & Saraswati, G. T. (2017). High-low context communication in business communication of Indonesian. Proceedings of the 3rd International Conference on Transformation in Communications (ICoTiC 2017), 288–293. Atlantis Press. atlantis-press.com
- Suhartono, D., Wongso, W., & Handoyo, A. T. (2024). IdSarcasm: Benchmarking and evaluating language models for Indonesian sarcasm detection. IEEE Access, 12, 87323–87332. doi.org
- Syafruddin, et al. (2021). Indonesian people's sarcasm culture: An ethnolinguistic research. Linguistics and Culture Review, 5(S1). lingcure.org
- Widyasari, et al. (2023). Exploring intercultural communication in Indonesia: Cultural values, challenges, and strategies. Journal of Namibian Studies. namibian-studies.com
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