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Emoji Use in the Electronic Health Record is Increasing

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Re: Emoji Use in the Electronic Health Record is Increasing

#51
post #42

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

I’ve wondered why GenAI text has so many emojis, for example in README.md bullet points. I guess their RLHF data had it? On purpose? And various labs all the same? Because if they were just learning from web data (pre- a few years ago), this didn’t seem to be very prevalent.

It's to appeal to the lowest common denominator.

Re: Emoji Use in the Electronic Health Record is Increasing

#52
post #42

Earlier quoted context omitted.

I’ve wondered why GenAI text has so many emojis, for example in README.md bullet points. I guess their RLHF data had it? On purpose? And various labs all the same? Because if they were just learning from web data (pre- a few years ago), this didn’t seem to be very prevalent.

reddit

Sprinkling in some reaction gifs would be helpful.

Re: Emoji Use in the Electronic Health Record is Increasing

#53

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

I have some coworkers who use AI in place of the bullets in bulleted lists and I don't hate it. It's fun and eye-catching and brings some novelty to our scientific work. One uses science themed emojis (he's a cardiologist so lots of cardiac hearts, test tubes and DNA emojis) and another uses custom-mojis that she designed after Piet Mondrian's art. I've also seen emojis popping up in official meeting minutes which is…

> brings some novelty to our scientific work

Is this satire? I hope it is. Otherwise it seems like a sorry state that science currently is if it needs emojis to bring some novelty into it.

Re: Emoji Use in the Electronic Health Record is Increasing

#54
post #17

Earlier quoted context omitted.

I don't think an 8x spike over a year would be in any way explained by a demographic shift. I think your personal experiences are anecdotal, unique, and not representative of EHR users.

Well, it is. Let's say that AI adds emojis to my code/text. Me, a millennial who hates emojis, will tell the AI to delete those emojis and never use them again in my code or my official documents. The gen Z guy who got his first job last week will love to keep them.

I've noticed coworkers starting to use them in communication (emails, Teams chats, meeting minutes) so now maybe I see others doing it I feel it is fun and acceptable and might throw some in too. I wouldn't put them in code or EDC or any source documentation but an email sure why not.

I did have a scientist recently write a list of lab best practices and before he wrote the list he had a note "Follow instructions below" and then he had a finger pointing DOWN emoji pointing to the list... my work bestie and I actually screenshotted that and sent it to each other and were giggling about it, because he generally is a serious, smart, straight-laced dude and him putting in a garish down facing bright yellow finger emoji just seemed very silly compared to his personality. But it caught our attention and ensured we both read his list!

I would say the uptick is also partly responsible from people using their phones more often during work communication, if he sent that email from his phone instead of his computer it was easier to throw in an emoji to emphasize his important list.

Re: Emoji Use in the Electronic Health Record is Increasing

#55

Earlier quoted context omitted.

I have some coworkers who use AI in place of the bullets in bulleted lists and I don't hate it. It's fun and eye-catching and brings some novelty to our scientific work. One uses science themed emojis (he's a cardiologist so lots of cardiac hearts, test tubes and DNA emojis) and another uses custom-mojis that she designed after Piet Mondrian's art. I've also seen emojis popping up in official meeting minutes which is…

> brings some novelty to our scientific work Is this satire? I hope it is. Otherwise it seems like a sorry state that science currently is if it needs emojis to bring some novelty into it.

Heh, I didn't intend it to be satire. When you spend 7 hours a day cleaning data, sending queries to research sites and doing patient profile review emojis spice it up and can be eye-catching and fun. Why not?

I generally don't use them in routine practice but when I see some of my straight-laced coworkers strategically deploy them I don't hate it!

Re: Emoji Use in the Electronic Health Record is Increasing

#56
post #22

Why is the maple leaf so commonly used? To mean autumn? Leaves in general? Canadians?

Presumably generally representing leaves turning brown as happena with deciduous trees in autumn?

As doctors often do in clinical patient records, of course. (To be fair, the article also looks like care team-to-patient messages, so I'm sure there's some "happy fall!" messages in there.)

Re: Emoji Use in the Electronic Health Record is Increasing

#57
post #42

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

I’ve wondered why GenAI text has so many emojis, for example in README.md bullet points. I guess their RLHF data had it? On purpose? And various labs all the same? Because if they were just learning from web data (pre- a few years ago), this didn’t seem to be very prevalent.

lots of normal people like emoji. the kind of normal people who have never heard of hacker news

Re: Emoji Use in the Electronic Health Record is Increasing

#58

I've noticed the same thing for LinkedIn, etc corporate communications. All of a sudden every CEO and marketing leader is packing them in.

Are you saying they are adapting them in a kind of cultural adaptation to the ChatGPT outputs, or are you implying the higher likelihood that they sees simply unquestioningly posting/sending AI outputs?

Re: Emoji Use in the Electronic Health Record is Increasing

#59

Earlier quoted context omitted.

I have some coworkers who use AI in place of the bullets in bulleted lists and I don't hate it. It's fun and eye-catching and brings some novelty to our scientific work. One uses science themed emojis (he's a cardiologist so lots of cardiac hearts, test tubes and DNA emojis) and another uses custom-mojis that she designed after Piet Mondrian's art. I've also seen emojis popping up in official meeting minutes which is…

> brings some novelty to our scientific work Is this satire? I hope it is. Otherwise it seems like a sorry state that science currently is if it needs emojis to bring some novelty into it.

Jesus, my dude, lighten up a bit.

Consider this: You're a grad student who's been reading page after page after page after page after page after page after page after page after page after page of lack and white text.

How is marking a particularly explosive comment with a graphic representation of an explosion any different from highlighting it? Or from Davinci's marginal scribbles? or from Feynman's wave diagrams?

Or, for that matter, simply bolding, italicizing, or underlining it?

Shit, why even format it at all? Who needs page breaks and indented paragraphs in something as serious as a scientific paper?

God forbid we ever go so far as to implement more than one font.

Changes to the methods by which we communicate are made on a regular basis. If people find them useful enough to put them in their own communications, and they do not harm the clarity of the transmission, who are we (or you in particular) to cry about it on the sidelines?

You remind me of the person in the back of the room trying to invalidate a proof based on a misspelling that in no way impacts the validity of the proof.

As if adding an emoji somehow invalidates the months or years of work that went in to producing the content that you are consuming at no cost and will likely benefit from without having contributed to the project in any meaningful way.

I mean, seriously. Imagine someone's finally created a genuine cure for all cancers. They've spent the entire lives of hundreds of people and billions of dollars, and oh no! What's this? Aww, damn there's an emoji in one of the graphs. Damn. Too bad, I guess it's not going to be good enough for freehorse. Better go ahead and send it back for revisions. Can't publish it like that. Not now, not ever. Curing cancer's going to have to wait until we can force the author of this paper to conform to our arbitrary preferences.

Re: Emoji Use in the Electronic Health Record is Increasing

#60

I've noticed the same thing for LinkedIn, etc corporate communications. All of a sudden every CEO and marketing leader is packing them in.

I remember going away from youtube for a month right before it added buttons for quick emojis to its app (summer 2022 iirc?)

returning to it getting filled with emojis was bizarre - but it largely went away now

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