In my scholar work, the consistency was supported by training team members in coding techniques and using standard codes across datasets. Regular meetings were conducted to align on coding interpretations also to help maintain uniformity across different data sources (Saldaña, 2016).

This experience makes it clear that bringing in objectivity in qualitative data can be quite challenging, but this experience was worth it to learn the same indeed.