Cited by 164Telemedicine and Telehealth ImplementationTechnology Use by Older AdultsHealthcare Systems and Technology

Spread, Scale-up, and Sustainability of Video Consulting in Health Care: Systematic Review and Synthesis Guided by the NASSS Framework

Open access
James, Hannah M, Papoutsi, Chrysanthi, Wherton, Joseph, Greenhalgh, Trisha, Shaw, Sara E·2021·Journal of Medical Internet Research

Published version of a preprint

Abstract

Background: COVID-19 has thrust video consulting into the limelight, as health care practitioners worldwide shift to delivering care remotely. Evidence suggests that video consulting is acceptable, safe, and effective in selected conditions and settings. However, research to date has mostly focused on initial adoption, with limited consideration of how video consulting can be mainstreamed and sustained. Objective: This study sought to do the following: (1) review and synthesize reported opportunities, challenges, and lessons learned in the scale-up, spread, and sustainability of video consultations, and (2) identify transferable insights that can inform policy and practice. Methods: We identified papers through systematic searches in PubMed, CINAHL, and Web of Science. Included articles reported on synchronous, video-based consultations that had spread to more than one setting beyond an initial pilot or feasibility stage, and were published since 2010. We used the Nonadoption, Abandonment, and challenges to the Scale-up, Spread, and Sustainability (NASSS) framework to synthesize findings relating to 7 domains: an understanding of the health condition(s) for which video consultations were being used, the material properties of the technological platform and relevant peripherals, the value proposition for patients and developers, the role of the adopter system, organizational factors, wider macro-level considerations, and emergence over time. Results: We identified 13 papers describing 10 different video consultation services in 6 regions, covering the following: (1) video-to-home services, connecting providers directly to the patient; (2) hub-and-spoke models, connecting a provider at a central hub to a patient at a rural center; and (3) large-scale top-down evaluations scaled up or spread across a national health administration. Services covered rehabilitation, geriatrics, cancer surgery, diabetes, and mental health, as well as general specialist care and primary care. Potential enablers of spread and scale-up included embedded leadership and the presence of a telehealth champion, appropriate reimbursement mechanisms, user-friendly technology, pre-existing staff relationships, and adaptation (of technology and services) over time. Challenges tended to be related to service development, such as the absence of a long-term strategic plan, resistance to change, cost and reimbursement issues, and the technical experience of staff. There was limited articulation of the challenges to scale-up and spread of video consultations. This was combined with a lack of theorization, with papers tending to view spread and scale-up as the sum of multiple technical implementations, rather than theorizing the distinct processes required to achieve widespread adoption. Conclusions: There remains a significant lack of evidence that can support the spread and scale-up of video consulting. Given the recent pace of change due to COVID-19, a more definitive evidence base is urgently needed to support global efforts and match enthusiasm for extending use.

Verified 2026-10-06 · 2 references not checked yet

AI snapshot

Written from the paper’s full text.

TL;DR

This systematic review synthesized 13 papers on video consultation services that had spread beyond initial pilot or feasibility stages, using the NASSS framework to examine scale-up, spread, and sustainability. It found limited evidence and theorization for widespread adoption, with enablers such as telehealth champions and reimbursement but persistent challenges in technical support, workflows, funding, and training.

Key findings

  • The review identified 13 papers describing 10 different video consultation services in 6 regions, covering video-to-home, hub-and-spoke, and large-scale top-down models across rehabilitation, geriatrics, cancer surgery, diabetes, mental health, general specialist care, and primary care.
  • Across the 13 articles, 38 opportunities and 47 unique challenges were reported. The most common opportunities were clinical and/or nonclinical telehealth champions or coordinators (n=8), provider acceptance (n=4), adequate funding (n=4), strong interorganizational communications (n=4), and absence of billing or licensure restrictions (n=3). The most common challenges were lack of technical telehealth-specific support for clinical staff (n=6), need for redevelopment of workflows and organizational routines (n=6), financial pressures (n=5), and lack of training (n=5).
  • Potential enablers of spread and scale-up included embedded leadership and a telehealth champion, appropriate reimbursement mechanisms, user-friendly technology, pre-existing staff relationships, and adaptation over time; challenges included absence of a long-term strategic plan, resistance to change, cost and reimbursement issues, and technical experience of staff.
  • There was limited articulation and theorization of scale-up and spread: papers tended to view spread and scale-up as the sum of multiple technical implementations rather than distinct social, interorganizational, and policy-related processes. Of the articles, 10 (77%) reported both challenges and opportunities, 2 (15%) reported challenges exclusively, and 1 (8%) focused more on opportunities.

Methods

  • Systematic searches were conducted in PubMed, CINAHL via EBSCOhost, and Web of Science in December 2018, with an update in March 2020. Included articles were peer-reviewed, published since 2010, and reported on synchronous, video-based consultations that had scaled or spread to more than one setting beyond an initial pilot or feasibility stage.
  • Initial searches identified 4484 unique articles, with 193 articles for full-text screening and 12 initially included; the updated search returned 185 new articles, of which 5 were full-text screened and 1 new relevant article was identified, bringing the total to 13.
  • Data were extracted into a Microsoft Excel spreadsheet, analyzed descriptively with content analysis and frequency distributions, then synthesized inductively and deductively using the 7 domains of the NASSS framework. Quality was appraised with CASP and MMAT checklists, but articles were not excluded on quality grounds.

Limitations

  • The paper states that publication bias likely impacts the broadly positive results across included studies; that the lack of theorization in included studies makes it hard to know how broadly challenges and opportunities were considered, so the review cannot claim a conclusive list of challenges; and that bias inherent in the reviewing process is a limitation.
  • Evident from the text: the included evidence base is small in number and scope, many studies remained highly descriptive or illustrative, patient and caregiver challenges were primarily clinician perceptions rather than direct reports, and there was limited detail on the material properties and design of video consulting platforms.
  • The review focused on published literature and did not search grey literature, as stated in the methods.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.2196/23775

Cites

83 of 85 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 158 cited sources checked · 0 supported · 0 flagged

  • Findingcitation

    Across all papers reviewed, available technologies for video consultations posed challenges for establishing remote models of care as well as spread and scale-up.

    “Across all papers reviewed, available technologies for video consultations posed challenges for establishing remote models of care as well as spread and scale-up.”
    Quote in the paperSubstantial claim
  • Findingown data

    Studies described 3 types of video consultation services: video-to-home, hub-and-spoke, and large-scale top-down evaluations.

    “Studies described 3 types of video consultation services: (1) video-to-home services [2,34,38,39,42] that connected providers directly to a patient who received a video consultation on their own device; (2) hub-and-spoke models [32,33,35,37,40,41] that connected a provider at a central hub to a patient at a rural spoke center who called in with the assistance of a provider at that organization;”
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  • Findingown data

    In total, 7 of the studies reported the conditions for which video consultations were used, including dermatology, diabetes, antenatal diabetes, postoperative cancer, spinal cord injuries, bipolar disorder, PTSD, and other mental health conditions.

    “In total, 7 of the studies reported the conditions for which video consultations were used, including dermatology, diabetes, antenatal diabetes, postoperative cancer, spinal cord injuries, bipolar disorder, PTSD, and other mental health conditions.”
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  • Findingown data

    All included studies presented empirical findings relating to services that had undergone, were undergoing, or were about to undergo scale-up or/and spread.

    “All studies presented empirical findings relating to services that had (to varying degrees) undergone, were undergoing, or were about to undergo scale-up or/and spread.”
    Quote in the paperSubstantial claim
  • Findingcitation

    Authors reported that support and high-quality training were necessary to achieve widespread growth.

    “Authors reported that support and high-quality training were necessary to achieve widespread growth [2,32-43].”
    Quote in the paperSubstantial claim0 of 10 sources checked
    • cites [2] Shaw, S, 2018, Advantages and limitations of virtual online consultations in a NHS acute trust: the VOCAL mixed-methods study

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    • cites [32] Bhatta, R, 2015, J Nepal Health Res Counc

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    Findingcitation

    Complexity was mentioned in a few articles, although not as a key organizing framework.

    “Complexity was mentioned in a few articles, although not as a key organizing framework.”
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    Findingown data

    The most common opportunities included availability of clinical and/or nonclinical telehealth champions or coordinators (n=8), provider acceptance (n=4), absence of billing or licensure restrictions (n=3), adequate funding (n=4), and strong interorganizational communications (n=4).

    “The most common opportunities included the availability of clinical and/or nonclinical telehealth champions or coordinators (n=8), provider acceptance (n=4), absence of billing or licensure restrictions (n=3), adequate funding (n=4), and strong interorganizational communications (n=4).”
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    Findingown data

    Of these studies, 6 paid limited attention to how clinical characteristics played a role in successful spread of video consulting services, although there was mention of provider concerns around using video consulting in specific conditions.

    “Of these studies, 6 paid limited attention to how clinical characteristics played a role in the successful spread of video consulting services [32-35,37,42], although there was mention of provider concerns around using video consulting in specific conditions (eg, “for patients who are at high risk of suicide or who have psychotic symptoms”).”
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    Findingcitation

    One study noted that for patients with agoraphobia, the video medium removed the need to travel to the clinic and allowed patients to more easily receive mental health support.

    “One study noted that for patients with agoraphobia, the video medium removed the need to travel to the clinic and allowed patients to more easily receive mental health support [42].”
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    Findingown data

    Review using CASP and MMAT indicated included studies generally fulfilled relevant quality standards, although in a few articles data collection or analysis methods were unclear, sample sizes were small, or sampling frame information was inadequate; they remained highly descriptive or illustrative.

    “A review of the included studies using the CASP and MMAT appraisal tools indicated that they generally fulfilled relevant quality standards, although in a few articles it was not clear how data collection or analysis methods were applied, sample sizes were small, or there was inadequate information on sampling frame; furthermore, they remained at a highly descriptive or even purely illustrative”
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    Findingown data

    Not all articles explicitly reported opportunities and challenges: 10 (77%) reported both, 2 (15%) reported challenges exclusively, and 1 (8%) focused more on opportunities.

    “Not all articles explicitly reported opportunities and challenges: 10 (77%) reported both challenges and opportunities [2,33-35,37-41,43], 2 (15%) reported challenges exclusively [32,36] and 1 (8%) article focused more on opportunities and how these could be translated to other settings [42].”
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    Findingcitation

    Another two articles employed frameworks to support spread and scale-up efforts, although they did not draw on relevant approaches such as the Going to Full Scale framework, 3S infrastructure, or the Dynamic Sustainability framework.

    “Another two articles employed frameworks to support spread and scale-up efforts, although they did not draw on relevant approaches such as the Going to Full Scale framework, 3S infrastructure, or the Dynamic Sustainability framework [58-60].”
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    Findingcitation

    In Norway, infrastructural differences between regions challenged spread of telemedicine and meant the national eHealth strategy could not be implemented consistently.

    “In Norway, infrastructural differences between the different regions have challenged the spread of telemedicine and meant that the national eHealth strategy could not be implemented consistently [36].”
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    Findingown data

    The 13 papers referred to various video consultation programs but focused on their implementation process rather than providing details of the video conferencing technologies used.

    “The 13 papers referred to various video consultation programs but focused on their implementation process rather than providing details of the video conferencing technologies used.”
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    Findingown data

    Services covered rehabilitation, geriatrics, cancer surgery, diabetes, mental health, general specialist care, and primary care.

    “Services covered various clinical specializations including rehabilitation [35,39], geriatrics [39], cancer surgery [2,38], diabetes [2,38], and mental health [34,37,40,42], in addition to general specialist care and primary care [32,33,36,41,43].”
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      “Services covered rehabilitation, geriatrics, cancer surgery, diabetes, and mental health, as well as general specialist care and primary care.”
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    Findingown data

    Papers described 10 different video consultation services in 6 regions: Australia, Cabo Verde, England, Nepal, Norway, and the United States.

    “Papers described 10 different video consultation services in 6 regions: Australia [39], Cabo Verde [41], England [2,38], Nepal [32], Norway [36], and the United States (Multimedia Appendix 3).”
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    Findingown data

    The included studies employed diverse research designs, including interpretive case studies, qualitative interviews, mixed methods, action research, prospective implementation studies, and retrospective case analysis.

    “Diverse research designs were employed in the included studies, including interpretive case studies [32], structured or semistructured qualitative interviews [33-35], mixed methods combining qualitative and quantitative data [2,36-38], action research and deliberative methods [39], prospective implementation studies including quantitative activity and performance indicators [40-42], and”
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    Findingown data

    The most common challenges were lack of technical telehealth-specific support for clinical staff (n=6), need for redevelopment of workflows and organizational routines (n=6), financial pressures (n=5), and lack of training (n=5).

    “The most common challenges were lack of technical telehealth-specific support for clinical staff (n=6), need for redevelopment of workflows and organizational routines (n=6), financial pressures (n=5), and lack of training (n=5).”
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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Initial searches identified 4484 unique articles published between January 2010 and December 2018, with 193 articles for full-text screening and 12 initially included; the updated search in March 2020 returned 185 new articles, 5 full-text, one new relevant, bringing the total to 13.

    “Initial searches identified 4484 unique articles published between January 2010 and December 2018, with 193 articles identified for full-text screening and 12 initially included in the final review. An updated search in March 2020 returned 185 new articles for screening, of which 5 were identified for full-text screening. One new relevant article was identified, bringing the total records included”
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    Findingnone given

    Social science theory was employed rarely in a highly theoretical mode.

    “Social science theory was also employed, although rarely in a highly theoretical mode.”
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    Findingcitation

    Preoperative cancer surgery was deemed too complex for video consulting given necessity of a physical exam and likely no pre-existing relationship between patient and clinical team, but postoperative follow-up within the same clinic was deemed more appropriate.

    “Preoperative cancer surgery was deemed too complex for video consulting given the necessity of a physical exam combined with there likely being no pre-existing relationship between the patient and clinical team, but postoperative follow-up within the same clinic was deemed more appropriate [2,38].”
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    • cites [2] Shaw, S, 2018, Advantages and limitations of virtual online consultations in a NHS acute trust: the VOCAL mixed-methods study

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    Findingown data

    There was ambiguity in the use and variations of the term telehealth; three studies gave no definition and others defined variably; 11 articles (85%) used the terms "video telehealth," "telehealth," "telemedicine," or "telecare," while two used "video consultations".

    “There was ambiguity in the use and variations of the term telehealth, with three studies giving no definition and others defining telehealth variably depending on study focus (Multimedia Appendix 3). The terms telehealth, telemedicine, and telemental health were common and often used interchangeably: 11 articles (85%) used the terms “video telehealth,” “telehealth,” “telemedicine,” or “telecare,””
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    • cites [2] Shaw, S, 2018, Advantages and limitations of virtual online consultations in a NHS acute trust: the VOCAL mixed-methods study

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    Findingcitation

    Reported patient and caregiver challenges/opportunities included patient trust and acceptance of video consulting, patient's ability to transport themselves to a hub site, and patients requiring appropriate technology to participate.

    “Reported patient and caregiver challenges to and opportunities for widespread implementation included patient trust and acceptance of video consulting [2,33,38], the patient’s ability to transport themselves to a “hub” site (for hub-and-spoke video consulting [33]), and patients requiring appropriate technology to participate in video consultations [34].”
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    Findingcitation

    Martinez et al reported some providers encountered initial hesitance from individuals with spinal cord injuries or disorder, mostly attributed to patients' uncertain feelings about new technology.

    “For example, Martinez et al [35] reported that “some providers encountered initial hesitance from individuals with Spinal Cord Injuries or Disorder which they mostly attributed to patients’ uncertain feelings about the new technology.””
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    Findingcitation

    Providers were slow or reluctant to buy in because they did not trust the technology or consider it clinically applicable; did not have experience; did not have adequate time; did not have enough evidence; or lacked training and technological literacy or ongoing support.

    “Providers were slow or reluctant to buy in because they did not trust the technology or consider it clinically applicable [33,34,42]; did not have experience with the technology [34,40]; did not have adequate time to devote to the new technology [2,38]; did not have enough evidence to support video consulting use, resulting in resistance to changes in care models, as they found existing care”
    Quote in the paperSubstantial claim
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    Findingown data

    Potential enablers of spread and scale-up included embedded leadership and the presence of a telehealth champion, appropriate reimbursement mechanisms, user-friendly technology, pre-existing staff relationships, and adaptation over time.

    “Potential enablers of spread and scale-up included embedded leadership and the presence of a telehealth champion, appropriate reimbursement mechanisms, user-friendly technology, pre-existing staff relationships, and adaptation (of technology and services) over time.”
    Quote in the paperSubstantial claim
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    Findingown data

    Challenges tended to be related to service development, such as absence of a long-term strategic plan, resistance to change, cost and reimbursement issues, and technical experience of staff.

    “Challenges tended to be related to service development, such as the absence of a long-term strategic plan, resistance to change, cost and reimbursement issues, and the technical experience of staff.”
    Quote in the paperSubstantial claim
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    Findingcitation

    For mental health care in the United States, patients reported liking convenience and privacy of video consulting; however, these responses were collected from patients with repeated prior use, possibly excluding important challenges of patients with little or no experience.

    “For mental health care in the United States, patients reported liking the convenience and privacy of video consulting; however, these responses were collected from patients with repeated prior use of video consulting services, possibly excluding important challenges of patients with little or no experience with video consultations [42].”
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    Findingcitation

    Upstream supply of technology was reported as a facilitator by Greenhalgh et al, who explained scale-up in a Skype-based service was facilitated partially by clear benefit for both technology supplier and patient.

    “The upstream supply of technology (ie, the relationship between the organization and the supplier or developer) was reported as a facilitator by Greenhalgh et al [38], who explained that scale-up in a Skype-based service was facilitated partially by “clear benefit for both the technology supplier and the patient.””
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    Findingcitation

    In Nepal, challenges for patients included cultural barriers (feelings of inferiority, women and older patients not speaking for themselves, lack of confidence) and literacy concerns, which made it difficult and time consuming to use video consults for such patients.

    “In Nepal, challenges for patients were numerous and included cultural barriers (eg, patients’ feelings of inferiority to health care workers; women and older patients not speaking for themselves; lack of confidence) and literacy concerns, which were reported to make “it difficult and time consuming to use [video consults] for such patients” [32].”
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    • cites [32] Bhatta, R, 2015, J Nepal Health Res Counc

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    Findingcitation

    Challenges reported in 5 reviewed articles included the labor-intensive process of scheduling video consultation appointments within and across organizations and the need to redesign organizational processes around the technology.

    “Challenges reported in 5 articles included the labor-intensive process of scheduling video consultation appointments within and across organizations and the need to redesign organizational processes around the technology [2,36-38,40].”
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    • cites [2] Shaw, S, 2018, Advantages and limitations of virtual online consultations in a NHS acute trust: the VOCAL mixed-methods study

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    Findingcitation

    Centralized funding for video consulting in the Veterans Health Administration in the United States meant that the availability of national support infrastructure and the absence of billing for services were distinct advantages.

    “In contrast, centralized funding for video consulting in the Veterans Health Administration in the United States meant that the “availability of national support infrastructure and the absence of billing for services were distinct advantages” [37].”
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    Findingcitation

    National strategies in Norway did not always emphasize the potential for scale-up and spread against other priorities; national approaches were mainly focused on messaging services and electronic exchange, with less attention to telemedicine services, especially videoconferencing.

    “Even when the political environment was more stable, papers reported that national strategies did not always emphasize the potential for scale-up and spread against other priorities. Take the following report from an evaluation in Norway, which suggests that national approaches “were mainly focused on messaging services and electronic exchange, while less attention was paid towards telemedicine”
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    • cites [36] source

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    Findingcitation

    In a scale-up of 4 video consulting services, the challenges and opportunities for each service were connected across the domains; simply assessing a patient as having a theoretically appropriate condition for video consulting and having a supportive national policy did not guarantee success.

    “For example, in a scale-up of 4 video consulting services, the challenges and opportunities for each service were connected across the domains; simply assessing a patient as having a theoretically appropriate condition for video consulting (micro) and having a supportive national policy (macro) did not guarantee success.”
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    • cites [2] Shaw, S, 2018, Advantages and limitations of virtual online consultations in a NHS acute trust: the VOCAL mixed-methods study

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    Findingcitation

    In a UK study, although lack of clarity on remuneration was often raised as a key barrier by implementing teams, published policy documents rarely explained how reimbursement for virtual consultations would be implemented.

    “In a UK study, the authors reported that, although lack of clarity on remuneration was often raised as a key barrier by implementing teams, published policy documents rarely explained how “reimbursement for virtual consultations would be implemented” [38].”
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    Findingnone given

    The absence of consistent theorization was demonstrated in this review by the absence of consideration of how challenges and opportunities might interact with each other and influence the process.

    “The absence of consistent theorization was demonstrated in this review by the absence of consideration of how challenges and opportunities might interact with each other and influence the process.”
    Quote in the paperSubstantial claim
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    Findingcitation

    There are gaps in the existing evidence on the spread and scale-up of video consulting, particularly in relation to interorganizational networking, which is critical in enabling and sustaining innovation and yet is not explored in-depth.

    “There are gaps in the existing evidence on the spread and scale-up of video consulting. This was particularly the case in relation to interorganizational networking, which is critical in enabling and sustaining innovation [24,30,64], and yet is not explored in-depth.”
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    • Rests on an assumption: The absence of mention of specific interorganizational initiatives in the reviewed papers indicates that such initiatives were not present or studied in the included studies.
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    Findingcitation

    Findings from the review raised challenges including technically challenged staff, resistance to change, cost, reimbursement, patient characteristics, project management, patient recruitment, leadership involvement, funding, absence of a long-term strategic plan, workflow changes, lack of resources, and liability.

    “Findings also raised a number of challenges including the following: technically challenged staff, resistance to change, cost, reimbursement, and patient characteristics [24], as well as project management, patient recruitment, leadership involvement, funding, absence of a long-term strategic plan, resistance to change, workflow changes, lack of resources, and liability [64-66].”
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    • cites [65] Bradford, N, 2016, Rural Remote Health

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    • cites [66] source

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    Findingcitation

    Findings from the review pointed to potential enablers of spread and scale-up of video consulting services, notably the presence of a telehealth champion, especially during initial spread, as well as leadership at multiple levels, appropriate reimbursement mechanisms, user-friendly technology, pre-existing relationships between staff, and adaptation of technology and services over time.

    “Findings from the review pointed to potential enablers of the spread and scale-up of video consulting services, notably regarding the influence of the presence of a telehealth champion, especially during initial spread [63], as well as leadership at multiple levels, appropriate reimbursement mechanisms, user-friendly technology, pre-existing relationships between staff [64], and adaptation (of”
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    Findingnone given

    There is limited data on the material properties and design of different video consulting platforms, and on the value proposition in relation to spread and scale-up when a technology is free in the place where it was initially developed or implemented but potentially costly in other settings.

    “There is also limited data on the material properties and design of different video consulting platforms, and on the value proposition in relation to spread and scale-up when a technology is free (eg, part of a research study) in the place where it was initially developed or implemented, but potentially costly in other settings.”
    Quote in the paperNot a substantial claim
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    Findingown data

    The review reveals an absence of concrete operationalization and theorization of scale-up and spread, exemplified by the absence of analysis and concrete definitions and terminology, as well as a lack of appreciation of complexity, particularly in relation to the clinical condition and organizational implementation.

    “The review also reveals an absence of concrete operationalization and theorization of scale-up and spread, exemplified by the absence of analysis and concrete definitions and terminology, as well as a lack of appreciation of complexity (particularly, but not only, in relation to the clinical condition and organizational implementation).”
    Quote in the paperSubstantial claim
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    Findingcitation

    Measuring and assessing outcomes of implementation and sustainability and sharing those results with stakeholders increases motivation and momentum for practice change and enables sites to respond to challenges in real time.

    “Furthermore, the authors emphasized how measuring and assessing outcomes of implementation and sustainability then sharing those results with stakeholders “increases motivation and momentum for practice change and enables site to respond to challenges in real time” [42].”
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  • May combine two claims.

    Findingcitation

    In one VHA health center implementation project, resiliency and sustainability were enabled by introducing video consulting into general practice rather than training specific providers and using a flexible implementation approach that can be modified for different health system contexts.

    “In this implementation project, resiliency and sustainability were enabled by introducing video consulting into general practice rather than training specific providers and using a flexible implementation approach that can be modified for different health system contexts.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [42] source

      Not checked in the free run.

  • May combine two claims.

    Findingreasoning

    The trials that have been undertaken on video consulting have provided few or no data on the organizational complexities of implementing a technology-based service, and do not address the question of how video consultation services become embedded in real-world settings.

    “The trials that have been undertaken on video consulting have provided few or no data on the organizational complexities of implementing a technology-based service, and do not address the question of how video consultation services become embedded in real-world settings.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    The studies we reviewed are broadly positive about video consulting.

    “The studies we reviewed are broadly positive about video consulting.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Findingnone given

    The application of the NASSS framework surfaced complexity in a number of domains, notably characterizing the importance of organizational support and the wider system in the scale-up and spread of video consulting services.

    “The application of the NASSS framework surfaced complexity in a number of domains, notably characterizing the importance of organizational support and the wider system in the scale-up and spread of video consulting services.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation

    Other frameworks do exist that might support spread and scale-up but they have yet to be taken up in the context of expanding video consulting.

    “Other frameworks do exist that might support spread and scale-up (see [24] for an overview) but they have yet to be taken up in the context of expanding video consulting.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] source

      Not checked in the free run.

  • May combine two claims.

    Findingnone given

    Studies have drawn on specific implementation frameworks to support and theorize spread and scale-up of video consulting, with a mechanistic logic of change being dominant.

    “Studies have drawn on specific implementation frameworks to support and theorize spread and scale-up of video consulting, with a mechanistic logic of change being dominant.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    To date, there have been only a handful of rigorous and theoretically grounded qualitative or mixed methods studies that explore the emergence of video consultation services naturalistically, and such studies have yet to systematically study spread and scale-up beyond the initial implementation.

    “To date, there have been only a handful of rigorous and theoretically grounded qualitative or mixed methods studies that explore the emergence of video consultation services naturalistically. Such studies have yet to systematically study spread and scale-up beyond the initial implementation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    Prior reviews have focused exclusively on the technical aspects of video consulting technology; considered technologies at any stage of implementation rather than technologies with widespread adoption; or restricted the types of articles included to randomized control trials.

    “Prior reviews have also focused exclusively on the technical aspects of video consulting technology [7]; considered technologies at any stage of implementation, rather than technologies with widespread adoption [24]; or restricted the types of articles included in the review to randomized control trials [78].”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [7] source

      Not checked in the free run.

    • cites [24] source

      Not checked in the free run.

    • cites [78] source

      Not checked in the free run.

  • May combine two claims.

    Findingcitation

    Reviews have focused on telemedicine or eHealth in general without focusing on video consulting, with which our findings are consistent.

    “Additionally, reviews have focused on telemedicine or eHealth in general without focusing on video consulting [24,77], with which our findings are consistent.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [24] source

      Not checked in the free run.

    • cites [77] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Studies on video consultations tend to be small scale, focus on initial adoption in a research context, adopt a technology-centric approach, and use trial methodology.

    “Studies tend to be small scale and focus on initial adoption in a research context [2,5,18]; adopt a technology-centric approach (in which the technology is the primary focus, rather than the service or organization by which the technology is being used); and use trial methodology to study whether video consultation technology works or not.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [2] Shaw, S, 2018, Advantages and limitations of virtual online consultations in a NHS acute trust: the VOCAL mixed-methods study

      Not checked in the free run.

    • cites [5] source

      Not checked in the free run.

    • cites [18] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The COVID-19 pandemic and the need for self-isolation and social distancing have prompted rapid and widespread adoption of video consultations.

    “The COVID-19 pandemic, and the requisite need for self-isolation and social distancing, has prompted rapid and widespread adoption of video consultations [4].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [4] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    There is a rapidly growing literature on the feasibility, safety, acceptability, and effectiveness of video consultations across clinical areas.

    “There is a rapidly growing literature on the feasibility, safety, acceptability, and effectiveness of video consultations across clinical areas [5] including diabetes [6,7], rehabilitation [8,9], mental health and addiction [10], cancer [11], palliative care [12,13], long-term care [14], geriatrics [15], postpartum support [16], and primary care [17].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [5] source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductcitation

    The synthesis worked inductively to surface challenges and opportunities, then deductively using the NASSS framework to ensure all 7 domains were covered.

    “We worked inductively to surface the challenges to and opportunities for the spread and scale-up of video consulting across studies. Sensitized by the Nonadoption, Abandonment, and challenges to the Scale-up, Spread, and Sustainability (NASSS) of health and care technologies framework [23], we then worked deductively to ensure we had not missed any of the 7 domains identified as relevant to the”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [23] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The synthesis process was piloted and refined on one paper and then extended across the rest of the data set.

    “We piloted and refined this process on one paper and then extended the process across the rest of our data set.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The initial search strategy was referenced against two published systematic reviews on telegenetics and implementation science to identify supplementary terms.

    “We referenced our initial search strategy against two published systematic reviews on telegenetics [28] and implementation science [29] to identify supplementary terms.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [28] source

      Not checked in the free run.

    • cites [29] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Systematic searches were conducted in PubMed, CINAHL via EBSCOhost, and Web of Science in December 2018, updated in March 2020.

    “In December 2018, we systematically searched 3 databases: PubMed, CINAHL via EBSCOhost, and Web of Science. The search was updated in March 2020.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    Included articles were peer-reviewed and reported on synchronous, video-supported consultations scaled or spread to more than one setting beyond the initial pilot or feasibility stage.

    “Included articles were peer-reviewed and reported on synchronous, video-supported consultations that had been scaled or spread to more than one setting beyond the initial pilot or feasibility stage (either within the same organization or to other organizations or geographic settings).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    Content analysis was used to compile a descriptive overview of opportunities and challenges, including frequency distributions, and NASSS was applied to synthesize and interpret findings.

    “Using content analysis, we compiled a descriptive overview of the opportunities and challenges identified in the papers, including frequency distributions. We then applied a more analytical lens to synthesize and interpret our findings using the NASSS framework [23].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [23] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Search strategies were developed with a research librarian and used a mix of keywords, MeSH, and MH.

    “Our search strategies, developed with the help of a research librarian, used a mix of keywords, Medical Subject Headings (MeSH), and Major Headings (MH), as provided in Multimedia Appendix 2.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Each record was first screened by title and abstract by HJ, then verified by JW and SS; remaining articles were screened by full texts by HJ (100%) and SS (15% sample), with disputes resolved through discussion and consensus with JW.

    “Each record was first screened by title and abstract (initially by HJ, then verified by JW and SS). Remaining articles were screened by reading the full texts (HJ screening 100%, SS a 15% sample), with any disputes resolved through discussion and consensus with JW.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    PRISMA-P was used to draft the protocol and PRISMA guidelines were consulted throughout the review.

    “PRISMA-P (Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols) was used to draft the protocol for this review (unpublished) and PRISMA guidelines were consulted throughout the review as a guide.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Spread, scale-up, and sustainability are often used as interchangeable terms without a standard definition or adequate theorization.

    “Spread, scale-up, and sustainability are often used as interchangeable terms without a standard definition or adequate theorization (see Multimedia Appendix 1).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Multimedia Appendix 1

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Articles exclusively reporting use, feasibility, acceptance, or pilot implementation with no evaluation of the implementation process were excluded.

    “Articles exclusively reporting use, feasibility, acceptance, or pilot implementation with no evaluation of the implementation process were excluded.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    The same things that interfere with implementation at one site are also seen as interfering with spread and scale-up, although this may be an artifact of how spread is commonly studied as the sum of multiple implementations.

    “They also indicate that the same things that interfere with implementation at one site [eg, 48] are also seen as interfering with spread and scale-up [5,7,17,24], although this may be an artifact of how spread is commonly studied as the sum of multiple implementations.”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [5] source

      Not checked in the free run.

    • cites [7] source

      Not checked in the free run.

    • cites [17] source

      Not checked in the free run.

    • cites [24] source

      Not checked in the free run.

    • cites [48] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The strengths of this review include the comprehensive searching methods used to identify a breadth of published research, albeit limited in numbers and scope.

    “The strengths of this review include the comprehensive searching methods used to identify a breadth of published research (albeit limited in numbers and scope).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductcitation

    Publication bias is a long-standing and recognized phenomenon in health research and likely impacts the broadly positive results across studies included in this review.

    “Publication bias is a long-standing and recognized phenomenon in health research [71] and likely impacts the broadly positive results across studies included in this review.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [71] source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    Given the lack of theorization in the included studies, it is hard to know how broadly the factors that may have acted as challenges or opportunities were considered in the evaluations.

    “Given the lack of theorization in the included studies, it is hard to know how broadly the factors that may have acted as challenges or opportunities were considered in the evaluations.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductreasoning

    We cannot claim that this evidence provides a conclusive list of the challenges to scale-up and spread generally, nor even specifically to the studies included in this review.

    “The consequence of this is that we cannot claim that this evidence provides a conclusive list of the challenges to scale-up and spread generally, nor even specifically to the studies included in this review.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    This review is limited by likely bias within the articles, bias inherent in the reviewing process, and the lack of theorization in the included studies.

    “This review is limited by likely bias within the articles, bias inherent in the reviewing process, and the lack of theorization in the included studies.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The wider context of the COVID-19 pandemic might similarly enable widespread adoption of video consulting services.

    “This suggests that the wider context of the COVID-19 pandemic might similarly enable widespread adoption of video consulting services.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The analysis and synthesis of the listed challenges has been framed by a comprehensive theoretical framework.

    “The analysis and synthesis of the listed challenges has also been framed by a comprehensive theoretical framework.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The final domain, embedding and adaptation over time, focuses on the scope for adaptation and the resilience of the organization in the face of implementation and potential spread and scale-up.

    “The final domain, embedding and adaptation over time, focuses on the scope for adaptation and the resilience of the organization in the face of implementation and potential spread and scale-up [23].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [23] source

      Not checked in the free run.

69 of 69
  • The paper relies on this without support.

    The absence of mention of specific interorganizational initiatives in the reviewed papers indicates that such initiatives were not present or studied in the included studies.

    “None of the papers mentioned specific interorganizational initiatives (eg, quality improvement collaboratives). This was a surprising silence given the recognized importance of interorganizational networking for the spread of innovation [44,55,61].”
1 of 1

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Most pre-pandemic case studies of remote consultation services lacked descriptive detail, describing the clinical condition and the technology in bland and brief ways and omitting nuances that might have explained variations in findings across studies.

    “Most such studies lacked descriptive detail; both the clinical condition and the technology were often described in bland and brief ways, omitting the nuances that might have explained variations in findings across studies (116)”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Conflicting counts for telehealth champions as an opportunity

    Major

    The results count champions or coordinators as an opportunity in 8 articles, but later say that 11 articles reported telehealth champions helping manage organizational complexity.

  • Study [32] described as both challenges-only and covering opportunities

    Minor

    The results classify article [32] as reporting challenges exclusively, while the review elsewhere describes that article as an overview of both opportunities and challenges.

2 of 2

Cites

Flagged first, then by citations

Research works printed but not linked: 3

  1. Bhatta, R, 2015, J Nepal Health Res Counc, 13, 149
  2. Rodgers, EM, 1983, Diffusion of Innovations. 3rd edition
  3. Bradford, N, 2016, Rural Remote Health, 16, 4268

Cited by

Sorted by citations

Authors
James, H. M., Papoutsi, C., Wherton, J., Greenhalgh, T., & Shaw, S. E.
Affiliations
  • University of Waterloo (CA)
  • University of Oxford (GB)
Corresponding author
Shaw, Sara E
Venue
Journal of Medical Internet Research
Published
2021-01-26
Volume
23
Issue
1
Pages
e23775
ISSN
1438-8871 (ISSN-L)
OpenAlex
W3119587736
Cited by
164
References
85
Citations by year
2026: 18 · 2025: 21 · 2024: 34 · 2023: 47 · 2022: 29 · 2021: 15
FWCI
5.57
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Journal of Medical Internet Research (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Wellcome Trust (WT104830MA, 104830/Z/14/Z)
  • National Institute for Health and Care Research (BRC-1215–20008, NIHR- BRC-1215-20008)
  • Department of Health and Social Care
  • University of Waterloo
  • Economic and Social Research Council (ES/V010069/1)
  • NIHR Sheffield Biomedical Research Centre
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
  • Social Sciences › Demography › Technology Use by Older Adults
  • Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Healthcare Systems and Technology
Keywords
video consultation, telemedicine, scale-up, spreads, sustainability, NASSS framework, remote care, hub and spoke model, reimbursement, resistance to change, technology adoption, primary care, rehabilitation, mental health, geriatrics, cancer surgery, diabetes mellitus, organizational factors, health policy
MeSH terms
COVID-19, SARS-CoV-2, Delivery of Health Care, Humans, Primary Health Care, Telemedicine, Videoconferencing, Pandemics

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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