Mentorship in academia facilitates personal growth through pairing trainees with mentors who can share insight and expertise.Expertise can be purely academic, on work‐life balance, personal branding and networking, or general career advice. Mentoring has been shown to be beneficial for mentees, both in terms of objective research productivity and subjective outcomes. Several institutions/organizations have formal in‐person mentoring programs that pair early‐ to mid‐career researchers with mentors who are not their direct supervisors. With global integration in science, however, geographical proximity between mentors and mentees is relevant to a lesser degree.

Women researchers are underrepresented in almost all research fields. There are disciplinary differences in the phase in which they tend to quit their academic career: in the natural and technical sciences (STEM), it is in the postdoctoral phase, whereas in the social sciences and humanities (SSH) it is during the doctoral phase.

The potential costs for early-career researchers in adopting practices to improve reproducibility as well as ways in which they can nontheless achieve their career goals.

In the 21st Century, research is increasingly data- and computation-driven. Researchers, funders, and the larger community today emphasize the traits of openness and reproducibility. In March 2017, 13 mostly early-career research leaders who are building their careers around these traits came together with ten university leaders (presidents, vice presidents, and vice provosts), representatives from four funding agencies, and eleven organizers and other stakeholders in an NIH- and NSF-funded one-day, invitation-only workshop titled “Imagining Tomorrow’s University.” Workshop attendees were charged with launching a new dialog around open research – the current status, opportunities for advancement, and challenges that limit sharing.

The workshop examined how the internet-enabled research world has changed, and how universities need to change to adapt commensurately, aiming to understand how universities can and should make themselves competitive and attract the best students, staff, and faculty in this new world. During the workshop, the participants re-imagined scholarship, education, and institutions for an open, networked era, to uncover new opportunities for universities to create value and serve society. They expressed the results of these deliberations as a set of 22 principles of tomorrow's university across six areas: credit and attribution, communities, outreach and engagement, education, preservation and reproducibility, and technologies.