Robot Technology in Pulmonary Rehabilitation
Robot technology and digital platforms should be offered as an alternative delivery method for pulmonary rehabilitation when patients cannot access traditional center-based programs, but center-based rehabilitation remains the gold standard with the strongest evidence for reducing mortality and hospitalizations. 1, 2
Evidence-Based Framework for Technology Integration
Primary Recommendation: Center-Based Programs First
Traditional center-based pulmonary rehabilitation has proven mortality benefits (OR 0.28; 95% CI 0.10-0.84) and reduces hospital admissions (OR 0.22; 95% CI 0.08-0.58) in COPD patients, particularly after acute exacerbations. 2
The American Thoracic Society recommends offering patients the choice between center-based PR or telerehabilitation for adults with stable chronic respiratory disease (strong recommendation, moderate-quality evidence). 1
The comprehensive, multidisciplinary nature of traditional programs—including exercise training, patient education, nutritional intervention, and psychosocial support—has been validated through decades of high-quality trials. 2
When to Deploy Robot and Digital Technology
Use technology-assisted rehabilitation as first-line only when:
- Patients face transportation barriers preventing center access 1, 2
- Geographic isolation makes center-based programs unavailable 1
- Competing time demands preclude regular center attendance 1
Evidence for Robotic and Digital Interventions
Proven benefits of technology-assisted rehabilitation:
Smartphone app-based programs significantly improved quality of life (CAT score median 7.0 vs 10.0, P=.04) and physical activity levels (IPAQ score median 1488.0 vs 1164.0, P=.04) in a 2025 randomized controlled trial of 70 patients with chronic respiratory diseases. 3
Socially assistive robots at home increased medication adherence to long-acting inhalers (48.5% vs 29.5%, P=.03) and exercise frequency (mean difference -4.53,95% CI -7.16 to -1.92) in COPD patients in a 2018 pilot RCT. 4
Virtual PR demonstrated equivalent outcomes to center-based programs for exercise capacity (6-minute walk distance) with moderate-quality evidence, and similar improvements in quality of life and dyspnea with low-quality evidence. 1
Video-conferencing delivery from expert centers to regional centers resulted in equivalent outcomes for exercise capacity and quality of life compared to traditional delivery. 2
Critical Implementation Requirements
Technology programs must adhere to these standards:
Minimum duration of 6-12 weeks with 2-3 sessions per week to achieve meaningful benefits. 2, 5
Programs must include all essential PR components: exercise training, patient education, behavioral change interventions, and outcome measurement—not just exercise alone. 1, 6
Only program models tested in clinical trials should be implemented in clinical practice. 2
Major Limitations and Caveats
Compliance remains the Achilles heel of technology-based programs:
Less than half of participants in the 2025 smartphone app trial demonstrated good compliance, and clinical improvements were only significant among physically active and program-compliant participants. 3
31% of COPD patients in the UK have never accessed the internet, and factors associated with lower telehealth use include older age, lower household income, Black race, Latinx ethnicity, and female sex. 1
Equipment and access barriers:
Technology-assisted programs require phones, tablets, or computers; reliable internet access; associated costs; and technical skills to operate equipment. 1
Special consideration required for patients with vision or hearing impairment, balance issues, or those requiring close physiological monitoring. 1
Supervision intensity concerns:
- Some models of remotely supported telerehabilitation may result in lower-intensity supervision and exercise training, requiring robust service audit and benchmarking processes to ensure program efficacy. 1
Practical Clinical Algorithm
Step 1: Assess all symptomatic patients with chronic respiratory disease (COPD, interstitial lung disease, pulmonary hypertension) for PR eligibility. 1, 6
Step 2: First-line approach: Refer to traditional center-based PR for all eligible patients, as this has the strongest evidence for mortality and morbidity reduction. 2
Step 3: If center-based PR is inaccessible due to transportation, geography, or time constraints, offer technology-assisted PR as an alternative. 1, 2
Step 4: Before deploying technology-assisted PR, verify:
- Patient has necessary equipment (smartphone/tablet/computer) and reliable internet 1
- Patient possesses technical skills or has support person to assist 1
- No significant vision, hearing, or balance impairments that would compromise safety 1
Step 5: Ensure technology program includes:
- Structured exercise training (lower and upper extremity) 5, 6
- Patient education and self-management components 5, 6
- Behavioral support for adherence 6
- Duration of at least 6-12 weeks 2, 5
Step 6: Implement strategies to enhance compliance, as this is the primary determinant of success in technology-based programs. 3
Cost-Effectiveness Considerations
The 2025 smartphone app trial showed no notable difference in total healthcare costs (US $523 intervention vs US $495 control) or quality-adjusted life years, suggesting cost-neutrality. 3
Technology-assisted programs may reduce primary care contacts for respiratory issues. 2
Safety Profile
No participants in the 2025 smartphone app trial experienced disease exacerbation or musculoskeletal injury related to rehabilitation activities. 3
No direct reported evidence of undesirable effects for patients undertaking telerehabilitation; qualitative evidence suggests patients view it favorably. 1
Future Directions
Precision medicine approaches using a "treatable traits" model could help determine which patients are optimal candidates for technology-assisted versus traditional programs, though characteristics of patients most likely to succeed in each model are not yet known. 2
The 2025 feasibility trial demonstrated potential for smartphone-based rehabilitation programs to be implemented in primary healthcare settings, representing a scalable model bridging hospital- and community-based care. 3