text: We have a new preprint out, studying next-step hints for novice programmers.  We found that educators rated hints most highly which were 80-160 words long, readable by <=13 year-olds, and most other hint attributes (incl. pedagogical) made no positive difference:
  
  arxiv.org/pdf/2411.18151