Influencing factors of Barthel index scores among the community-dwelling elderly in Hong Kong: a random intercept model.

The proposed visualization approach and the LME model estimation can help to trace older adults' BI score changes and identify the influencing factors. The constructed long-term surveillance system provides reference data in clinical practice and help healthcare providers manage the time, cost, data and human resources in community-dwelling settings.