86 citations · 170 across the 9 of their papers we have counts for
6 papers · 1 filter
Core but not peripheral online social ties is a protective factor against depression: evidence from a nationally representative sample of young adults
Sofia Dokuka, Elizaveta Sivak, Ivan Smirnov
As social interactions are increasingly taking place in the digital environment, online friendship and its effects on various life outcomes from health to happiness attract growing…
Measuring Adolescents' Well-being: Correspondence of Naive Digital Traces to Survey Data
Elizaveta Sivak, Ivan Smirnov
Digital traces are often used as a substitute for survey data. However, it is unclear whether and how digital traces actually correspond to the survey-based traits they purport to…
High academic performance is associated with shorter sleep and later bedtimes for young adults
Sofia Dokuka, Ivan Smirnov
Shorter sleep is known to be negatively associated with academic performance. However, this result has mostly been found in homogenous samples (e.g., students from one university)…
Generalizable prediction of academic performance from short texts on social media
Ivan Smirnov
It has already been established that digital traces can be used to predict various human attributes. In most cases, however, predictive models rely on features that are specific to…
Schools are segregated by educational outcomes in the digital space
Ivan Smirnov
The Internet provides students with a unique opportunity to connect and maintain social ties with peers from other schools, irrespective of how far they are from each other. Howeve…
Gender Bias in Sharenting: Both Men and Women Mention Sons More Often Than Daughters on Social Media
Elizaveta Sivak, Ivan Smirnov
Gender inequality starts before birth. Parents tend to prefer boys over girls, which is manifested in reproductive behavior, marital life, and parents' pastimes and investments in…