Assessing Feasibility of Evaluating Provider Experience With a Remote Therapeutic Monitoring Platform
2026년 8월 25일 업데이트: Adly A Adam
Assessing Feasibility of Evaluating Provider Experience With a Remote Therapeutic Monitoring Platform: A Cross-Sectional Survey of Clinician Workload, Therapeutic Alliance, and Satisfaction
: Remote therapeutic monitoring (RTM) platforms were increasingly deployed in Outpatient Rehabilitation to support continuous, between-visit communication, adherence to home exercise programs, and earlier identification of clinical setbacks.
While patient-facing outcomes have received growing attention, evidence describing the clinician experience of RTM; including its effects on therapeutic alliance, perceived cognitive workload, and capacity for proactive patient management remains limited.
Understanding how providers perceive and integrate RTM technology into their workflows is essential to optimizing implementation, sustaining adoption, and translating digital health investment into measurable clinical value.
This cross-sectional survey study tested the feasibility of evaluating the provider's experience using a digital RTM platform across three pre-specified domains: 1) therapeutic alliance, 2) work satisfaction, plus cognitive loading, and 3) proactive patient management.
A secondary objective examined whether years of clinical experience or self-reported comfort with new technology were associated with provider experience or perceived workload.A cross-sectional, anonymous survey was administered to licensed physical therapists at the Outpatient Clinics, Shebin El-Kom, Menofyia governate, Egypt between 1st March, and 31th July, 2026 with a response rate of 43.4% (43/99) for the completed surveys.
Eligible clinicians used the SaRA Health RTM platform for at least the previous six months prior to initiation of current study.
The survey instrument combined an internally developed 8-item Likert-scale survey (0-5) targeting therapeutic alliance, proactive management, and satisfaction (Cronbach's α = 0.89) with a modified NASA Task Load Index (NASA-TLX; Cronbach's α = 0.86) measured the perceived workload across six domains (0-10).
Cronbach's α coefficient demonstrates internal consistency, unless not construct validity or test-retest reliability.
Statistical analyses included Spearman rank-order correlations and Mann-Whitney-U tests.
For Mann-Whitney comparisons, results were reported as: U, p-value, group sample sizes (N1, N2), and rank-biserial r-effect size.
For multiple comparisons across NASA-TLX subscales (k = 6), a Bonferroni-corrected threshold of α = .0083
was applied.
Spearman correlations were reported with ρ and 95% confidence intervals.In this cross-sectional survey feasibility study, it was observed that clinician experience with the SaRA Health RTM platform was characterized by enhanced therapeutic alliance when early warning detection performed well, reduced cognitive load was observed when frustration was low, and meaningful facilitation of proactive patient management was observed among engaged users.
Frustration emerged as the most actionable lever for design and implementation improvement, and self-reported digital comfort rather than years of clinical experience was the strongest clinician-level correlate of cognitive burden.
These findings suggest that targeted onboarding, mentorship, and friction-reducing platform refinements may improve RTM adoption and amplify downstream benefits to patient care.
Larger, multi-site, longitudinal studies are warranted to validate these signals.
연구 개요
상태
상태
완전한
정황
정황
개입 / 치료
개입 / 치료
상세 설명
Remote Therapeutic Monitoring (RTM) has emerged as an increasingly important component of contemporary rehabilitation delivery, particularly within outpatient musculoskeletal care.
The introduction of RTM-specific CPT codes beginning in 2022 to include patient-reported subjective data, has created reimbursement pathways that support integration of RTM into physical therapy practice by enabling clinicians to monitor patient progress, adherence, symptoms, and treatment response between in-person visits.
Digital-health technologies may strengthen this alliance by providing easy access to communication with clinicians in between visits, enhancing continuity, and supporting personalized feedback between visits.
Recent evidence suggests that digital-health interventions can positively influence patient-provider relationships when technologies are perceived as supportive rather than intrusive or burdensome.
A feasibility, cross-sectional, quantitative survey was conducted at the Outpatient Clinics, Shebin El-Kom, Menofyia governate, Egypt between 1st March, and 31th July, 2026.
The Outpatient Clinics provide care to adult patients with musculoskeletal, and neuromuscular conditions.
Participating clinicians were defined as licensed physical therapists (PTs).
All participants were recruited voluntarily and checked an informed consent box through an emailed request.
Across three pre-specified objectives for this cross-sectional, quantitative survey study, the SaRA Health RTM platform demonstrated observational signals consistent with improved therapeutic alliance when early warning detection performed well, reduced cognitive load when frustration with the platform was minimized, and meaningful facilitation of proactive patient management among clinicians who experienced the RTM process as positive.
Frustration emerged as the single most actionable target for improvement, and lower self-reported digital comfort was the clinician characteristic most associated with elevated cognitive load and reduced performance on the modified NASA task index.
Together these findings suggest clinician experience design, education, and training as important determinants of whether this specific RTM platform translates into the proactive, alliance-strengthening care it is intended to enable.
연구 유형
연구 유형
관찰
등록 (실제)
등록
45
연락처 및 위치
이 섹션에서는 연구를 수행하는 사람들의 연락처 정보와 이 연구가 수행되는 장소에 대한 정보를 제공합니다.
연구 장소
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Menofyia
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Shibīn al Kawm, Menofyia, 이집트, 11432
- Shebin ElKom Teaching Hospital
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참여기준
연구원은 적격성 기준이라는 특정 설명에 맞는 사람을 찾습니다. 이러한 기준의 몇 가지 예는 개인의 일반적인 건강 상태 또는 이전 치료입니다.
자격 기준
자격 기준
공부할 수 있는 나이
- 성인
건강한 자원 봉사자를 받아들입니다
아니
샘플링 방법
비확률 샘플
연구 인구
Clinicians used the SaRA Health RTM platform for at least the previous six months prior to initiation of current study.
Licensed physical therapists providing Outpatient care to adult patients at the Outpatient Clinics, Shebin El-Kom, Menofyia governate, Egypt, who had used the SaRA Health RTM platform at least six months prior and during the study period.
Exclusion: clinicians without direct RTM-platform exposure and respondents with incomplete surveys on key outcome items.
설명
Inclusion Criteria:
- Licensed physical therapists providing Outpatient care to adult patients at the Outpatient Clinics, Shebin El-Kom, Menofyia governate, Egypt, who had used the SaRA Health RTM platform at least six months prior and during the study period.
- A range of physical therapy experience levels and professions.
- Clinicians used the SaRA Health RTM platform for at least the previous six months prior to initiation of current study.
Exclusion Criteria:
- Clinicians without direct RTM-platform exposure and respondents with incomplete surveys on key outcome items
공부 계획
이 섹션에서는 연구 설계 방법과 연구가 측정하는 내용을 포함하여 연구 계획에 대한 세부 정보를 제공합니다.
연구는 어떻게 설계됩니까?
디자인 세부사항
그룹/코호트 수
1
코호트 및 개입
그룹/코호트그룹/코호트 |
개입 / 치료개입 / 치료 |
|---|---|
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Experimental Group
45 Licensed physical therapists providing Outpatient care to adult patients at the Outpatient Clinics, Shebin El-Kom, Menofyia governate, Egypt, who had used the SaRA Health RTM platform at least six months prior and during the study period.
Exclusion: clinicians without direct RTM-platform exposure and respondents with incomplete surveys on key outcome items.
Participants represent a range of experience levels and professions.
Respondents were asked about their comfort with technology, the number of patient-care hours they delivered weekly, and the proportion of their caseload enrolled on the SaRA Health RTM platform
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The survey was administered anonymously and consisted of two principal instruments: 1) an internally developed 8-item Likert-scale survey examining clinician experiences with the SaRA Health RTM platform and its perceived contribution to patient care plans, and 2) a modified, non-validated NASA Task Load Index (NASA-TLX) that captured perceived cognitive and physical workload, time pressure, performance (defined as the ability to complete work), effort, and frustration associated with platform use.
The validated tool is generally used without modification using a 0-100 scale.
We modified the scale to 0-10 with '0' representing the lowest end of each domain.
The internally developed survey, designed by the SaRA Health research team, comprised 8 items rated on a Likert scale from 1 (strongly disagree) to 5 (strongly agree).
Items targeted clinician perceptions of therapeutic alliance, proactive patient management, and work satisfaction associated with use of the RTM system.
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연구는 무엇을 측정합니까?
주요 결과 측정
주요 결과 측정
결과 측정 |
측정값 설명 |
기간 |
|---|---|---|
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A modified, non-validated NASA Task Load Index (NASA-TLX)
기간: 1. At base-line of the study.
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A modified, non-validated NASA Task Load Index (NASA-TLX) measures perceived workload of human-machine systems across six domains and has been used extensively in the healthcare field to exam workload for providers using digital health technologies.
The validated tool is generally used without modification using a 0-100 scale.
We modified the scale to 0-10 with '0' representing the lowest end of each domain.
For example, a score of 0 on the mental demand item indicates no additional mental load attributable to the system, whereas a score of '10' indicates extremely high additional mental load.
The original instrument served as a template; item wording was lightly modified to reflect the RTM use case more specifically.
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1. At base-line of the study.
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An internally developed 8-item Likert-scale survey
기간: 1. At base-line of the study.
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An internally developed 8-item Likert-scale survey designed by the SaRA Health research team, comprised 8 items rated on a Likert scale from 1 (strongly disagree) to 5 (strongly agree).
Items targeted clinician perceptions of therapeutic alliance, proactive patient management, and work satisfaction associated with use of the RTM system.
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1. At base-line of the study.
|
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연구 주요 날짜
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2026년 3월 1일
기본 완료 (실제)
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연구 완료
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연구 등록 날짜
최초 제출
최초 제출
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2026년 8월 27일
연구 기록 업데이트
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QC 기준을 충족하는 마지막 업데이트 제출
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키워드
추가 관련 MeSH 약관
기타 연구 ID 번호
기타 연구 ID 번호
- HSH00192
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