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Automated Waitlists for Ambulatory Appointment Scheduling: A Multi-Site, Mixed-Methods Evaluation.
Elizabeth Woodcock1, Chris Profeta1, Molly Siegel1
1Patient Access Collaborative, 885 Arlington Place NE, Atlanta, US.
Journal of Medical Internet Research
|June 22, 2026
Summary
Automated waitlists improve access to ambulatory care by filling more appointments and reducing missed appointments. Successful implementation depends on flexible configuration and integration into existing scheduling systems.
Area of Science:
- Health Services Research
- Health Informatics
- Healthcare Management
Background:
- Delays in ambulatory care access lead to negative health outcomes and system inefficiencies.
- Automated waitlists are technology-enabled tools designed to notify patients of earlier appointment availability.
- Limited evidence exists on the efficacy of adopting, implementing, and sustaining automated waitlists to improve access.
Purpose of the Study:
- To evaluate automated waitlists and identify determinants influencing their adoption and ongoing use.
- To inform healthcare organizations on improving ambulatory care appointment access.
- To understand the factors affecting the successful implementation and sustainability of automated waitlists.
Main Methods:
- A convergent, multi-site, mixed-methods study was conducted.
- Data collected via survey of 127 health systems and in-depth study of 10 participating systems.
- The Consolidated Framework for Implementation Research guided the analysis of determinants.
Main Results:
- Automated waitlists successfully filled 38.8% of offered appointments and reduced missed appointments to 3.1% compared to 6.6% overall.
- Flexible configuration, external pressures, and organizational context (governance, leadership, culture) facilitated adoption and sustained use.
- Barriers included insurance/records requirements, seasonality, digital inequities, specialty gatekeeping, and clinician capacity.
Conclusions:
- Automated waitlists can improve access to ambulatory care when effectively implemented.
- Implementation success hinges on organizational factors and integration into system-level scheduling.
- Automated waitlists are most impactful as a dynamic component of comprehensive scheduling infrastructure, not a standalone solution.
