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This finding likely relates to how women face a higher level of unpaid responsibilities like home, family, and childcare, resulting in less time for learning (Allione & Stein, 2016; Perez, 2019; Urban, 2023). Coursera Coach allows for self-paced, on-demand interactions and helps learners, on average, to complete 11.6% more items per hour, making it a powerful tool to counteract time constraints.

In addition, our analysis found that learners who reported panama cell phone number list they are starting their career or in the midst of switching careers were significantly more likely to engage with Coursera Coach compared to learners with other goals. For instance, learners just starting their career were 39.8% more likely to send Coursera Coach a message than learners trying to advance their career.

Increased difficulty level due to gaps in prerequisite knowledge can hinder the persistence of women and learners new to the topic area (Grella & Meinel, 2016). Coursera Coach can help learners to identify and fill such content gaps through tailored explanations and examples.