Automating the assessment of multicultural orientation through machine learning and natural language processing.

‘Don't just magically assume you're going to get better as a therapist as time goes on’: An exploration of the use of deliberate practice

“…Another possibility may be to use video stimuli as part of a wider DP regime, in which videos are practised in isolation prior to working directly with the supervisor, or before professional development workshops where a more procedural training based on repetition and feedback can be more closely observed and provided; this may also help with taking the shame out of learning and provide therapists with an initial feeling of safety, as described inNewman et al's (2021) study. Indeed, a recent study of machine learning has demonstrated that the multicultural orientation framework can be taught quite effectively using machine learning(Goldberg et al, 2024), which has implications for DP going forward, especially as technological advances progress.9 | IMPLI C ATI ON S FOR PR AC TI CEUsing a DP regime to improve the acquisition of therapy skills and processes does not mean that other training methods and conceptual learning opportunities are discounted. Rather, the philosophy of DP can be integrated into a lifelong learning process.…”