Knowledge of the barriers and facilitators in the adoption of digital health interventions (DHI) is sparse yet crucial to facilitate chronic obstructive pulmonary disease (COPD) management. This scoping review aimed to summarize patient- and healthcare provider-level barriers and facilitators in the adoption of DHIs for COPD management. Nine electronic databases were searched from inception up till October 2022 for English language evidence. Inductive content analysis was used. This review included 27 papers. Frequent patient-level barriers were poor digital literacy (n = 6), impersonal care delivery (n = 4), and fear of being controlled by telemonitoring data (n = 4). Frequent patient-level facilitators were improved disease understanding and management (n = 17), bi-directional communication and contact with healthcare providers (n = 15), and remote monitoring and feedback (n = 14). Frequent healthcare provider-level barriers were increased workload (n = 5), lack of technology interoperability with existing health systems (n = 4), lack of funding (n = 4), and lack of dedicated and trained manpower (n = 4). Frequent healthcare provider-level facilitators were improved efficiency of care delivery (n = 6) and DHI training programmes (n = 5). DHIs have the potential to facilitate COPD self-management and improve efficiency of care delivery. However, several barriers challenge its successful adoption. Attaining organizational support in developing user centric DHIs that can be integrated and are interoperable with existing health systems is crucial if we are to witness tangible return on investments at the patient-, healthcare provider- and healthcare system-level.