Emojis predict dropouts of remote workers: An empirical study of emoji usage on GitHub.

PLoS One · 2022 · PMC8791473 · PMID 35081111

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a decreasing trendno p-value reported

An increasing activity level or workload might be associated with either passion or stress at work and a decreasing trend might be an indicator of burnout.

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an increasing trendno p-value reported

Developers with an increasing trend of avg . working hours, or #posts are likely to have more emoji posts (as well as a higher proportion of emoji posts), while those with an increasing trend of #working days compose fewer (but a higher proportion of emoji posts, suggesting much fewer posts overall).

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Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.