ABSTRACT
Purpose of Review: To discuss the current state of reproducibility of research in human-robot interaction (HRI), challenges specific to the field, and recommendations for how the community can support reproducibility. Recent Findings: As in related fields such as artificial intelligence, robotics, and psychology, improving research reproducibility is key to the maturation of the body of scientific knowledge in the field of HRI. The ACM/IEEE International Conference on Human-Robot Interaction introduced a theme on Reproducibility of HRI to their technical program in 2020 to solicit papers presenting reproductions of prior research or artifacts supporting research reproducibility. Summary: This review provides an introduction to the topic of research reproducibility for HRI and describes the state of the art in relation to the HRI 2020 Reproducibility theme. As a highly interdisciplinary field that involves work with technological artifacts, there are unique challenges to reproducibility in HRI. Biases in research evaluation and practice contribute to challenges in supporting reproducibility, and the training of researchers could be changed to encourage research reproduction. The authors propose a number of solutions for addressing these challenges that can serve as guidelines for the HRI community and related fields.
ABSTRACT
OBJECTIVE: Rural doctors are difficult to recruit and retain. Burnout and stress in the medical workforce fluctuates according to location. Overall, doctors have an elevated risk of depression and suicide compared to the general population and other professionals. Higher levels of occupational stress also effect patient care, levels of work satisfaction and relationships with others. This study evaluated the effectiveness, acceptability, feasibility and sustainability of the Mindful Self-Care and Resiliency Program. DESIGN: This was a sequential mixed-method study involving the collection of both quantitative and qualitative data. SETTING: The study was conducted in Emerald, Queensland. PARTICIPANTS: Thirteen doctors took part in the program with seven providing pre and post survey responses. Qualitative data were collected via semi-structured telephone interviews with an additional four rural doctors. Intervention The Mindful Self-Care and Resiliency program consisted of a 4-hour face-to-face session and three 1-hour video-conference follow up sessions. Main outcome measures Burnout, negative affect, well-being and psychological strain were assessed using self-report measures before and after taking part in the program. Results The majority (six out of seven) of the doctors showed reductions in burnout, psychological strain and negative affect following participation in the program. The qualitative data indicated that all doctors gained new skills: self-awareness, reflection and self-care. They also reported improved interaction with colleagues and patients, to whom they passed on their new learning. Conclusion This preliminary investigation of the effectiveness and feasibility of Mindful Self-Care and Resiliency for rural doctors indicates that the program has promise in improving the emotional well-being of this occupational group. Although this study captured approximately one-third of the Emerald workforce, further research with a larger sample is required to confirm these findings.
