Table 2.
Outcome definitions, data sources, and analysis plan.
| Outcome | Definition | Data source | Analysis plan |
| Change in unnecessary referral rate | Referrals deemed manageable at the referring facility without transfer | Platform records+specialist response field | Chi-square test and multivariable logistic regression |
| Change in referral initiation–to-response time | Interval from referral submission to specialist acknowledgment (min) | Platform time stamps | 2-tailed t test or Mann-Whitney U test and multivariable regression |
| Change in bed use | Proportion of beds occupied at the receiving facilities | Platform dashboard+hospital records | Descriptive statistics and pretest-posttest comparison |
| Unanswered referral requests | Referrals without documented specialist response | Platform records | Frequency and rate calculation |
| Proportion of referrals answered within the urgency window | Percentage of referrals receiving a specialist response within predefined urgency-specific response targets | Platform time stamps | Frequencies, percentages, and chi-square test comparison |
| Referral acceptance and decline rate | Proportion of referrals accepted vs declined by the receiving facility | Platform records | Frequencies and chi-square test |
| Cases managed through remote advice | Referrals resolved via bidirectional specialist advice without transfer | Platform communication logs | Frequency and descriptive subgroup analysis |
| Patient satisfaction | Patient and attendant survey domain score | Structured survey (Multimedia Appendix 1) | Means and SDs and Likert distribution |
| Health care professional satisfaction and usability | Health care professional survey domain score | Structured survey (Multimedia Appendix 1) | Means and SDs and thematic integration |