If published, this will include your full peer review and any attached files. Across the manuscript—and especially in the discussion—we have adjusted our wording to indicate/emphasize correlation not causation. We have inserted additional qualifiers to be more mindful to not overstate the value of the study. Six attention-check questions were embedded throughout the survey to ensure participant attentiveness. These included three instructed response items (e.g., “In order to prove that you are reading questions attentively, please select ‘2’”) and three simple math questions (e.g., “What is 1 + 1? This is an attention check”).
A limitation Carroll noted is that due to technical errors, the usability of many participants’ data for the emoji use measure was compromised. Meanwhile, emoji are beginning to take new shapes—like Apple’s Animoji, which uses the iPhone X’s Face Tracking technology to animate an emoji using a person’s facial gestures. For now, the feature only works with a handful of animal emoji—the cat, dog, monkey, panda, pig, rabbit, chicken, fox, alien, robot, unicorn, and, for some reason, pile of poop—but it could one day include everything with a face in the emoji library.
In her study, 260 participants in the US were asked to look at 15 text-based conversations and imagine they had these exchanges with a close friend. Conversations consisted of either text-only responses or ones that included emojis. After reading these samples, participants were asked a series of questions about how they felt towards the person behind the messages. For example, Emojis such as a friendly one can change how a message appears and seem more pleasant to the sender.
The Context
Importantly, the study found no significant differences in effects between face and non-face emojis. This finding suggests that the type of emoji may be less critical than previously assumed; rather, it is the presence of emojis that drives perceptions of partner responsiveness and subsequent relational outcomes. This challenges the notion that facial or highly expressive emojis are more effective than non-face or less expressive emojis and implies that even simple or abstract emojis can fulfill relational functions in digital communication. The results indicate that the mechanism enhancing relationship perceptions operates independently of emoji type, provided the emoji contributes to an emotionally coherent message.
Emojis are more than cute add-ons; they’re emotional amplifiers in our digital lives. A recent study dives into how emojis influence perceptions of connection and responsiveness in text-based conversations. Emoticons in written communication can add emphasis in several ways, including by conveying emotions, offering contextual information, and enhancing the message’s meaning.
On online forums, for instance, the frequency of responses to users’ posts predicts public interest and engagement in discussions 62. Similarly, on social media, likes and comments evoke strong emotional reactions. Individuals feel happier and more satisfied when their posts receive more engagement than expected, perceiving this feedback as positive audience validation 2. Conversely, insufficient peer engagement, such as a lack of likes or positive comments on selfies, can cause stress among teenage girls. This often leads them to adopt emotion- and problem-focused coping strategies 45,63. Positive and effective communication is essential for reducing relationship uncertainty and fostering confidence, closeness, and commitment between partners 30.
While it was a hard sell to convince me that emojis were useful, it was undeniable that they were popular, and beginning to shift the foundation of how we communicate, even if only slightly. To conduct business in Texas, a data broker must register with the Texas Secretary of State (Texas SOS). Information about data broker registrants is available on the Texas SOS website. For example, a fitness brand might lean on 💪🔥, while a wellness brand uses 🌱✨.
Experiment 2: Appropriate Nonverbal Reciprocity (with Acquainted Interaction Partners)
As anticipated, participants felt more inclined to use emojis when replying to stimulus messages that had also contained emojis, as well as in interactions with close (instead of distant) ties. A significant (albeit small) interaction effect further indicated that initial emoji use in the stimulus message was slightly less impactful when chatting with friends and family instead of distant acquaintances. Among the main issues in this paper is apparently in the narrative of correlation being «relation», «associations», then -correctly- «correlations», but at the end becoming generalized statements. Based on this comment, we have made the decision to cut the Big Five from our paper entirely. Our paper now primarily focuses on emoji use, attachment styles, and emotional intelligence, with the latter also explored as a potential moderator.
Chen et al. (Chen et al., 2021) studied how coloring the background of a voice message had an intensifying effect on emotional arousal. The coloring of the background was based on the emotion conveyed in the voice message, and was found to intensify emotions on average. However, users were less willing to use the different colors in the case of negative emotions. In another example, Haas et al. (Haas et al., 2020) created a system that allows users to augment voice messages with other audio such as background sounds and voice changers.
What started as a handful of pixelated faces on Japanese mobile phones has evolved into a visual language of over 3,700 symbols that billions of people use every single day. Yet despite their ubiquity, there is no official rulebook for when, where, and how to use them. The result is a landscape full of unspoken expectations, generational divides, and cultural minefields. A thumbs-up emoji can signal approval in one conversation and passive aggression in another.
Articles in this category focused on contributions towards enhancing these recommendations to users. These articles used mostly natural language processing and machine learning techniques to improve recommendations’ accuracy and variety of emojis. Guibon et al. (Guibon et al., 2018) introduced a model using sentiment-related features, allowing them to predict the emoji used with an 84% F1 score and 95% precision in a corpus of private instant messages. Kim and Gong et al. (Kim et al., 2020b) presented a model that uses similar features across a larger scope of the chat, allowing for more context across multiple sentences. This allowed users to choose emojis up to 38% faster than baseline and reportedly more suited to the conversation. In another study, Hong et al. (Hong et al., 2024) presented a keyboard interface using query expansion and emoji prediction to better suggest emojis for users.
This usually happens when the emoji clashes with the topic, timing, or emotional weight of the conversation. In serious or sensitive moments, certain emojis may come across as careless, sarcastic, or overly brief. Where an emoji appears in a chat message often matters as much as which emoji is used. Readers usually interpret emojis based on whether they come before text, after text, or stand alone.
Should We Be Using Emojis In The Workplace?
- The affordances of emoji lend themselves more generally to sighted individuals, as they visually represent faces and icons.
- Emojis are most commonly used in communication with clients, vendors and co-workers.
- As text-based communication features less cues to form impressions to begin with, norm violations (in terms of overly extreme or insufficiently weak nonverbal displays) appeared particularly relevant during this stage.
- Chen et al. (Chen et al., 2021) studied how coloring the background of a voice message had an intensifying effect on emotional arousal.
Keeping this in mind, the obtained results might serve best as an additional cornerstone to understand the fascinating phenomenon that is emoji use. Future research should strive to conduct similar experiments in the field, featuring real-life message content instead of fictional materials, ideally between participants and their actual acquaintances. To investigate the generalizability of the reported effects, studies with different communicative contexts, types of emojis, and text platforms are highly encouraged. However, what is considered a desirable number of nonverbal cues will likely change over the course of subsequent interactions. With growing familiarity, general norms of appropriate emotional intensity may get shaped into more specific interpersonal dynamics—so-called local norms that are mutually upheld by immediate interaction partners (Carrus et al., 2009).
They can enhance message attractiveness, adjust tone, and even contribute to social connection. Results showed that participants had used identical emojis in approximately 12% of their replies, regardless of whether they had https://theasiatalks.com/ imagined talking to a familiar or a distant person (Table 4). However, by extending the analysis to emojis with a similar valence, it was found that broader forms of emotional mirroring were much more common, occurring in 51% of the analyzed replies. The reciprocation of general emoji valence occurred notably more often when replying to close (63% of all messages) than to distant acquaintances (38% of all messages). In summary, this suggests that online users echo their communication partners’ emotional states frequently, especially if they interact with a close friend or relative.
Abstract visualizations resulted in more ways for users to interpret the emotions, as long as they were consistent and not random. Similarly, customization of emojis or other communication objects allowed users to reframe their conversations depending on who the conversation was with. This emphasizes the ability for users to assign personal meanings to emojis depending on the conversation partner (Wiseman and Gould, 2018). Yet, despite the immense popularity of emojis in many people’s lives, there is little scientific insight about the applicability of traditional communication norms to the use of the graphical icons. Likewise, the consequences of potential norm violations in terms of misusing emojis have received only sparse academic attention. Addressing these research gaps, I present two experimental studies that examine well-established principles of nonverbal communication to the context of digital text messaging.
Additionally, participants had the option to skip any question they preferred not to answer, which caused slight fluctuations in the degrees of freedom across our tests due to sporadic missing data. We assumed this data was missing at random and left it as-is, without imputing any values, as the amount of missing data was too small to reliably explore potential correlates. All analyses were run on SPSS v.27 (see Table 2 for descriptive statistics).
These articles presented research on new formats, images, or icons that expand the emotional scope of emoji. Originally, emojis were conceived as simple and pretty recognizable symbols that resemble objects or emotions from everyday life. However, emojis were not originally designed with the explicit intent to be as expressive as possible.
The results showed that messages containing emojis were perceived as more responsive than text-only messages. Perceived responsiveness, in turn, significantly predicted higher ratings of closeness and relationship satisfaction. These findings demonstrate that the influence of partner responsiveness, enhanced through the use of emojis, extends beyond face-to-face interactions into digital interactions.
While emoji use itself has significant effects on these relationship perceptions, gender did not influence these associations. Perceived partner responsiveness is a key determinant of relationship satisfaction, as it fosters intimacy 83 and enhances marital satisfaction 26. Beyond its role in general satisfaction, responsiveness has been linked to improved mental and physical outcomes. For instance, it predicts lower levels of depressive symptoms over time, particularly in individuals with a high need for emotional expression 90. In a study on knee osteoarthritis patients, those with empathically responsive spouses experienced better physical functioning over time compared to those with less responsive partners 91. Similarly, in parent-child relationships, parental responsiveness mediates the connection between a child’s self-disclosure and the quality of the parent-child bond 92.
As computing moves beyond the small screens of our cell phones, emoji could follow too, taking on new forms on new platforms. Simple emojis may be acceptable, but excessive or playful ones can feel unprofessional. Misunderstandings happen because text lacks tone and emojis can look different across devices or cultures. A laughing or smiling emoji can feel friendly in casual chats but dismissive in serious conversations. When an emoji is sent by itself, it often carries stronger meaning than when paired with text. Without words to guide interpretation, readers focus entirely on the emoji’s emotional signal.
