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. 2026 Jul 17;15:e90331. doi: 10.2196/90331

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