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July 11, 2026Quantitative Science StudiesOpen Access

It Takes a Village to Raise a Scientist: Social Network Predictors of Satisfaction for Academic Trainees in Canada

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Authors

HBHolly Kalyn BogardCLCalvin LloydJPJustin Petluk

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Overview

Randomized trial investigates social network support factors affecting satisfaction in academic trainees, indicating crucial roles of emotional ties.

Key Points

  • This research aims to explore the relationship between social network resources and the satisfaction of graduate students and postdoctoral researchers.
  • Surveyed 93 academic trainees from three Canadian universities.
  • Utilized social network analysis to assess support types and satisfaction.
  • Employed Bayesian regression models and structural equation modeling for analysis.
  • Higher levels of academic support satisfaction were strongly associated with trainee satisfaction.
  • A greater number of emotionally supportive network members predicted increased satisfaction.
  • Fewer difficult relationships in networks correlated with higher satisfaction levels.

Cite This Study

Bogard et al. (2026) studied this question.

synapsesocial.com/papers/6a51e084c18d7f28ca500ce7https://doi.org/10.1162/qss.a.499
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