Are emojis processed like words?: Eye movements reveal the time course of semantic processing for emojified text.

Emojis have many functions that support reading. Most obviously, they convey semantic information and support reading comprehension (Lo, CyberPsychology & Behavior, 11[5], 595-597, 2008; Riordan, Computers in Human Behavior, 76, 75-86, 2017b). However, it is undetermined whether emojis recruit the same perceptual and cognitive processes for identification and integration during reading as do words. To investigate whether emojis are processed like words, we used eye tracking to examine the time course of semantic processing of emojis during reading. Materials consisted of sentences containing a target word (e.g., coffee in the sentence "My tall coffee is just the right temperature") when there was no emoji present and when there was a semantically congruent (i.e., synonymous) emoji (e.g., the cup of coffee emoji, ) or an incongruent emoji (e.g., the beer mug emoji, ) present at the end of the sentence. Similar to congruency effects with words, congruent emojis were fixated for shorter periods and were less likely to be refixated than were incongruent emojis. In addition, congruent emojis were more frequently skipped than incongruent emojis, which suggests that semantic aspects of emoji processing begin in the parafovea. Finally, the presence of an emoji, relative to its absence increased target-word skipping rates and reduced total time on target words. We discuss the implications of our findings for models of eye-movement control during reading.

The dynamics of negative stereotypes as revealed by tweeting behavior in the aftermath of the Charlie Hebdo terrorist attack.

We describe the evolution of a stereotype as it emerged in tweets about the Charlie Hebdo terrorist attack in Paris in early 2015. Our focus is on terms associated with the Muslim community and the Islamic world. The data (400k tweets) were collected via Twitter streaming API and consisted of tweets that contained at least one of 16 hashtags associated with the Charlie Hebdo attack (e.g., #JeSuisCharlie, #IAmCharlie, #ParisAttacks), collected between January 14th and February 9th. From these data, we generated pairwise co-occurrence frequencies between key words such as "Islam", "Muslim(s)", "Arab(s)", and "The Prophet" and possible associates such as: "terrorism", "terror", "terrorist(s)", "kill(ed)", "free", "freedom" and "love". We use changes in frequency of co-occurring words to define ways in which acute negative and positive stereotypes towards Muslims and Islam arise and evolve in three phases during the period of interest. We identify a positively-valenced backlash in a subset of tweets associated with the "origins of Islam". Results depict the emergence and transformation of implicit online stereotypes related to Islam from naturally occurring social media data and how pro-as well as anti-Islam online small-world networks evolve in response to a terrorist attack.

Cannabis and Vulvodynia Symptoms: A Preliminary Report.

Medical marijuana has a long history of use as an analgesic for chronic pain disorders, including dyspareunia (pain during intercourse), a hallmark of the rare chronic pain disorder vulvodynia. Many women's health topics remain under investigated. Few studies address cannabis's potential to treat vulvodynia symptoms despite their dramatic impact on quality of life. Women who had used cannabis and who reported experiencing vulvodynia symptoms (N = 38) completed an online survey assessing symptoms, expectancies regarding cannabis-associated relief from vulvodynia symptoms, cannabis use, and cannabis-related problems. Generally, women expected cannabis to have moderate to large effects on vulvodynia symptoms (d = .63-1.19). Nevertheless, women expected greater relief for burning/stabbing pain than for itching and pain associated with tampon insertion, as well greater relief for dyspareunia than for pain associated with tampon insertion. Those whose symptoms were worse expected more relief from cannabis treatment. Expectations of cannabis-induced relief did not increase frequency of use or problems. These data support the idea that further work is warranted, including placebo-controlled randomized clinical trials to rule out any placebo effects and identify potential adverse side effects from a cannabis treatment for vulvodynia.