Cited by 152Innovative Human-Technology InteractionMobile Health and mHealth ApplicationsTechnology Use by Older Adults

HCI for health and wellbeing: Challenges and opportunities

Open access
Blandford, Ann·2019·International Journal of Human-Computer Studies

AI snapshot

Written from the paper’s full text.

TL;DR

This review argues that although digital health technologies are expanding rapidly, HCI’s practical influence on healthcare delivery and patient experience remains limited. It maps the space of interactive health technologies and calls for HCI to engage with complex adaptive systems, interdisciplinary development, and deployment at scale.

Key findings

  • Despite heavy investment in health technologies, many deployed interactive systems are difficult to use, and few innovative tools have achieved broad market penetration; HCI’s visible impact on clinical practice and patient experience has been relatively modest.
  • The paper presents a health data lifecycle and care pathway, showing that digital technologies support clinical care, self-management, online communities, population health analytics, telecare, online information, and behaviour change, but that these uses raise challenges around privacy, trust, safety, and patient experience.
  • Cited evidence includes a systematic review of 24 studies on home haemodialysis barriers and facilitators, a systematic review of 22 studies on ICU dashboards, interviews with 11 EHR vendors about user-centred design, and a heuristic evaluation that found over 100 usability issues in one commercial EHR.
  • The paper identifies future priorities: explainable AI, designing for complex adaptive systems, avoiding “pilotitis,” integrating HCI across the full development lifecycle, and working with technologists, clinicians, patients, and other disciplines to achieve scalable impact.

Methods

  • Conceptual and review paper: a selective historical and thematic tour of digital health technologies, including medicines and medication administration, medical devices, electronic health records, clinical dashboards, patient portals, telecare, online information resources, and digital behaviour change interventions.
  • The paper synthesises prior HCI and health literature and proposes several conceptual models, including a health data lifecycle, a simplified care pathway, proximal and distal evaluation outcomes, and an integrated development lifecycle.
  • No new empirical data collection, systematic search protocol, or quantitative analysis is reported; the argument is developed through narrative synthesis and illustrative examples.

Limitations

  • The author states that a short paper on such a broad topic inevitably omits important themes and reflects the author’s own cultural and experiential viewpoint; it focuses on biomedical and digital systems for physical health management and gives less attention to mental health, emotion, bodily experience, and social or physical contextual factors.
  • The author also notes limited attention to multi-morbidity and to non-Western care systems, where funding, care organisation, health priorities, and technology access vary and shape design and deployment.
  • Evident from the text: the review is selective and narrative rather than systematic, with no stated search strategy, inclusion criteria, or comprehensive coverage; examples are illustrative rather than exhaustive.

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

Integrity signals

Registry

Crossref · 10.1016/j.ijhcs.2019.06.007

Cites

Statistics

Nothing to recompute.

Claims the paper makes

0 of 41 cited sources checked · 0 supported · 0 flagged

  • Findingcitation

    To date there has been little user research in HCI supporting data scientists' interactions with data to inform data visualisation and sensemaking.

    “to date there has been little user research in this area (Yuan et al, 2017)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Yuan et al, 2017

      Not checked in the free run.

  • Findingcitation

    Digital tools have been developed to improve compliance with medication regimes through reminding, encouraging habit formation and monitoring compliance.

    “digital tools have also been developed to improve compliance with medication regimes through reminding, encouraging habit formation (Stawarz et al, 2014) and monitoring compliance with medication taking”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Stawarz et al, 2014

      Not checked in the free run.

  • Findingnone given

    The perceptible impact of HCI on healthcare practices and on the experiences of health professionals and patients has been relatively limited to date.

    “the perceptible impact of HCI on healthcare practices and on the experiences of health professionals and patients has been relatively limited to date”
    Quote in the paperNot a substantial claim
  • Premisecitation

    There is a shift from care delivered by professionals towards people being expected to be actively engaged and involved in shared decision making.

    “a shift from care being delivered by professionals towards people being expected to be actively engaged and involved in shared decision making”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites DoH, 2012

      Not checked in the free run.

  • Interpretationnone given

    The existence of haemodialysis technology depends on an understanding of the underpinning science of how the body works and what intervention(s) can change the state of the body to improve health.

    “the very existence of this technology depends on an understanding of the underpinning science of how the body works and what intervention(s) can change the state of the body to improve health”
    Quote in the paperNot a substantial claim
  • May combine two claims. 33
  • Classified as probably not a substantial claim. 38
  • May combine two claims.

    Findingcitation

    Issues emerge in the broader setting for infusion pumps, such as ensuring they cannot be tampered with when there is no direct clinical supervision and supporting troubleshooting when anything goes wrong.

    “issues emerge in the broader setting, such as ensuring that they cannot be tampered with when there is no direct clinical supervision (Vincent and Blandford, 2017) and supporting troubleshooting when anything goes wrong (Lyons and Blandford, 2018)”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Vincent and Blandford, 2017

      Not checked in the free run.

    • cites Lyons and Blandford, 2018

      Not checked in the free run.

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

    Findingcitation

    In the UK National Health Service, a National Programme for IT was terminated around 2005 and did not deliver on its expectations.

    “In the UK National Health Service, a National Programme for IT was, for a while, the largest IT project worldwide, but was terminated around 2005 and did not deliver on its expectations (e.g., Currie and Guah, 2007).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Currie and Guah, 2007

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    Most interactive health technologies currently deployed at scale are difficult to use.

    “most interactive health technologies that are currently deployed at scale are difficult to use”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    The pace of cultural change varies across contexts.

    “culturally, the pace of change varies across contexts”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    Few innovative health technologies have achieved significant market penetration.

    “few innovative technologies have achieved significant market penetration”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    While there has clearly been progress in the intervening 50 years, that progress has been much slower than anyone might have anticipated, and many of the challenges highlighted by Anderson and Woodroffe remain.

    “While there has clearly been progress in the intervening 50 years, that progress has been much slower than anyone might have anticipated, and many of the challenges highlighted by Anderson and Woodroffe remain.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    The larger issue in medication administration is commonly the way that multiple different devices are used together, the consistency between user interfaces, and the ways they support or disrupt clinical practices in medications management.

    “the larger issue is commonly the way that multiple different devices are used together, the consistency between user interfaces, and the ways they support or disrupt clinical practices in medications management”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Koppel et al, 2008 source

      Not checked in the free run.

    • cites Schiff et al, 2015 source

      Not checked in the free run.

    • cites van der Veen et al, 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    There is a lot of hype about the potential of digital technologies as vehicles of innovation, transformation and disruption, most of it implicitly assuming that people will take up the technologies and use them seamlessly.

    “there is also a lot of hype about the potential of digital technologies as vehicles of”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Findingnone given

    One of the persistent challenges in developing useful, usable EHRs is that health data are used by different people for different purposes; even different health professionals ask different questions of the health record, and patients come with yet other questions.

    “One of the persistent challenges in developing useful, usable EHRs is that health data are used by different people for different purposes; even different health professionals ask different questions of the health record, and patients come with yet other questions.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationcitation

    HCI can provide valuable input in better understanding and supporting the processes of information discovery and in developing relevant and valid approaches to evaluating visual analytics systems.

    “Such studies highlight areas where HCI can provide valuable input, in better understanding and supporting the processes of information discovery and in developing relevant and valid approaches to evaluating visual analytics systems.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The new experiences, changed relationships, and reliance on technology interaction in telecare are not suited to all patients or circumstances.

    “However, the new experiences, changed relationships, and reliance on technology interaction are not suited to all patients or circumstances.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The four user groups identified were controllers, collaborators, co-operators, and avoiders.

    “The first group,”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Schneider et al (2016) source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning

    Skills in biomedical sciences and engineering are fundamental to the success of haemodialysis in an obvious way that skills in computer science or HCI are not.

    “Skills in biomedical sciences and engineering are fundamental to the success of haemodialysis in an obvious way that skills in computer science or HCI are not”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisereasoning

    In contrast with most medical devices, information systems are generally 'digital first' (not closely linked to biomedical systems), so the history of digital health information systems is comparatively short.

    “In contrast with most medical devices, information systems are generally”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationreasoning

    An improved understanding of the importance of usability and user experience by those designing, procuring and evaluating interactive medical devices may result in earlier consideration of HCI and human factors in device development processes.

    “an improved understanding of the importance of usability and user experience by those designing, procuring and evaluating interactive medical devices may result in earlier consideration of HCI and human factors in device development processes”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Technology that is challenging to use adds to emotional stress, increasing the risk of compromising patient safety.

    “Technology that is challenging to use (whether in normal operation or when anything goes wrong) adds to emotional stress, increasing the risk of compromising patient safety.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Two concerns about telecare are knock-on effects on traditional healthcare organisation and limited validation of algorithms underpinning patient interactions and diagnoses.

    “Two particular causes of concern are the knock-on effects on traditional healthcare organisation, which may be required to manage more people with complex health needs than they have capacity for, and limited validation of the algorithms underpinning patients' interactions and the delivery of diagnoses (The Lancet, 2018).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites The Lancet, 2018

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Many patients or families are largely responsible for their own health management, particularly for long-term conditions, which puts the burden of care on the individual and family.

    “Even when under the care of a clinical team, many patients or families are largely responsible for their own health management, particularly for long-term conditions.This puts the burden of care on the individual and their family (Mair and May, 2014).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Mair and May, 2014 source

      Not checked in the free run.

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

    Interpretationcitation

    The author is not aware of any studies of dual interfaces in home healthcare, other than patient portals to health records.

    “In principle, good design can make the ways responsibilities are shared clearer -e.g., through separate interfaces for different user groups -but I am not aware of any studies of such dual interfaces in home healthcare, other than patient portals to health records (e.g.Osborn et al, 2013).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Osborn et al, 2013 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    There is substantial investment in innovative health technologies, especially in big data analytics and personal health technologies.

    “there is substantial investment in innovative health technologies, particularly around”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Patients have variable levels of health literacy, technology literacy, and general education, making usability a priority because use is typically not discretionary and errors may compromise safety.

    “Since patients come with variable levels of health literacy, technology literacy and general education, this makes usability a priority since use is typically not dis cretionary and errors may compromise safety.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Changes in care delivery through telecare are attractive to some patients, typically technologically sophisticated people without complex care needs, but require substantial changes in care delivery.

    “Such changes in care delivery have been found to be attractive to some patients -typically, technologically sophisticated people without complex care needs -but it requires substantial changes in the ways that care is delivered (Liaw et al, 2019).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Liaw et al, 2019 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Classic HCI techniques, particularly task analysis, implicitly assume that systems can be decomposed to simple tasks, which is not the case when the system is complex.

    “Classic HCI techniques, particularly those that involve task analysis or task descriptions, also implicitly assume that systems can be decomposed to simple tasks, which is not the case when the system is complex.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    As well as being well engineered and addressing user-centred requirements, health technologies also have to deliver clinical benefits by being safe, clinically effective and scalable across care contexts.

    “According to this view, as well as being well engineered (hardware and software perform as intended) and addressing user-centred requirements at different levels of abstraction (being usable, useful, engaging, and fitting the context of use), health technologies also have to deliver clinical benefits by being safe, clinically effective and scalable across care contexts.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    People engage in an information journey involving recognising a need, seeking information, validating and interpreting it, and using it.

    “People engage in an”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Blandford and Attfield, 2010

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    There is widespread recognition that user-centred design is needed for health apps, but relatively little evidence that this is followed through in practice.

    “Broadly, there is widespread recognition that user-centred design is needed, but (as yet) relatively little evidence that this is followed through in practice.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Advances in interactive health technologies are often triggered by advances in physical technologies and in understanding of human physiology and psychology, and user interaction and engagement are afterthoughts.

    “As illustrated in the haemodialysis example above, advances in interactive health technologies are often triggered by advances in physical technologies and in understanding of human physiology and psychology for different areas of the care pathway, and user interaction and engagement are afterthoughts (or not explicitly considered at all).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    HCI has a central role to play if health technologies in the future are to be truly fit for purpose.

    “In summary: HCI has a central role to play if health technologies in the future are to be truly fit for purpose.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Input of clinician and patient end users is often missing when a mental health app is designed, resulting in apps that do not align with preferences and goals of intended users.

    “They note that”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Torous et al, 2019 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Many health professionals specialise in particular clinical areas, and most interactive medical devices support care pathways for particular conditions.

    “Another area whose importance is becoming increasingly apparent is that of managing multi-morbidities: many health professionals specialise in particular clinical areas, and most interactive medical devices support care pathways for particular conditions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    There is growing recognition that individual health is complex, particularly when managing multiple conditions, and that healthcare systems are most appropriately considered as complex adaptive systems.

    “There is a growing recognition that even individual health is complex, particularly when managing multiple health conditions (e.g., Lupton, 2013), and that healthcare systems are most appropriately considered as complex adaptive systems.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lupton, 2013 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Care systems in some low and middle income countries facilitate innovation by exploiting mobile technologies and community-based care, while in other cases lack of resources limits investments.

    “The care systems in some low and middle income countries facilitate innovation -e.g., exploiting the prevalence of mobile technologies and a greater emphasis on communitybased care, making more agile innovations possible; in other cases, a lack of resources limits where investments can be made.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    People are often managing multiple health conditions in parallel, or managing wellbeing while also dealing with particular conditions.

    “However, people are often managing multiple health conditions in parallel, or managing wellbeing while also dealing with particular conditions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Many prototype systems are only deployed and tested for short periods because of inadequate consideration of sustainability, or only deployed within small communities due to lack of consideration of scaling.

    “A further issue to address is”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Huang et al, 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Digital health technologies can help people live longer and healthier lives.

    “I have highlighted many of the benefits of digital health technologies -from enabling people to live longer, healthier lives to empowering people to better understand and manage their own health and that of others.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    HCI has the potential to make a substantial difference to health and wellbeing through design of technologies that are socially and culturally appropriate, as well as addressing health concerns specific to particular regions.

    “These are areas in which HCI has the potential to make a substantial difference to health and wellbeing through the design of technologies that are socially and culturally appropriate, as well as addressing health concerns specific to particular regions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The challenges for HCI in health arise from the scale and complexity of health and care.

    “Challenges for HCI in health lie in the scale and complexity of health and care”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Healthcare systems are complex.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    For acute conditions, online health information makes it possible for people to access information readily, though this depends on urgency, severity, motivations, and literacy.

    “For acute conditions, the availability of online health information makes it possible for people to access information readily, though this depends on the urgency and severity of the condition as well as people's motivations and literacy, including digital and health literacy.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Classic user-centred design does not make reliance on what is technically possible or clinically evidenced explicit.

    “Conversely, classic user-centred design does not make reliance on what is technically possible or clinically evidenced explicit.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given

    These themes have not been widely discussed in the HCI literature and merit more attention.

    “These themes have not been widely discussed in the HCI literature, and merit more attention if HCI is to have an impact on the usability and utility of health technology, facilitating both care delivery and the use of reliable health data for managing population health (Figure 1).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    There is little evidence of user-centred design in the development of many devices, or of systems thinking about the ecology of technologies, interoperability, or legacy systems.

    “There is little evidence of user-centred design in the development of many devices, or of systems thinking -i.e., considering the ecology of technologies that an individual health professional is expected to use in their work, how those technologies interoperate, or how legacy systems are maintained or replaced.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    People's experiences of digital health technologies rely on their confidence in appropriate data privacy, safety from hacking, and ability to trust health information.

    “People's experiences of digital health technologies rely on their confidence in appropriate data privacy (Valdez and Ziefle, 2019), in their safety from hacking (e.g.Dyer, 2017), and in their ability to trust health information (e.g.Sillence et al, 2006); these are areas in which substantial research has already been conducted but more is needed.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Valdez and Ziefle, 2019

      Not checked in the free run.

    • cites Dyer, 2017

      Not checked in the free run.

    • cites Sillence et al, 2006 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    There is significant scope for improvement in the usability, utility, safety and user experience of current health technologies, and in how they fit into individuals' lives and professionals' workflow.

    “In the preceding sections, we have seen that there is significant scope for improvement in the usability, utility, safety and user experience of current health technologies , and in how they fit into the lives of individuals and the workflow of professionals.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationnone given

    There are substantial difficulties in making health technology more suitable and empowering for both health professionals and patients.

    “From a user perspective, there are significant challenges in making health technology more fit for purpose and empowering, to health professionals and patients alike.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Healthcare systems are complex.
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    Often, particularly where advances are technology-led, it is necessary to focus initially on early adopters and develop a strategy for diffusion; this has rarely been a focus for HCI research.

    “Often, particularly where the advances are technology-led, it is necessary to focus initially on early adopters within the target community and develop a strategy for diffusion of the innovation; this has rarely been a focus for HCI research.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Based on a survey, people's reported acceptance of mHealth apps was high, but their reported engagement with such apps for managing their clinical condition was low.

    “Based on a survey on attitudes to diabetes apps, Conway et al (2016) report that although people's reported acceptance of mHealth apps was high, their reported engagement with such apps for managing their clinical condition was low.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Conway et al, 2016 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    For chronic conditions, people can become 'expert patients' through access to information and education programmes, though such programmes initially faced resistance from health professionals who perceived these patients as overly demanding.

    “For chronic conditions, it is possible for people to become”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Tattersall, 2002 source

      Not checked in the free run.

    • cites Shaw & Baker, 2004

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The most successful digital interventions, with greatest penetration and positive impact, are likely to be those with a clinical champion, addressing a well understood problem.

    “The most successful digital interventions, with greatest penetration and positive impact, are likely to be those with a clinical champion (Ingebrigtsen et al, 2014), addressing a well understood problem.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ingebrigtsen et al, 2014 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Digital health technologies can help people better understand and manage their own health and the health of others.

    “I have highlighted many of the benefits of digital health technologies -from enabling people to live longer, healthier lives to empowering people to better understand and manage their own health and that of others.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning

    There is a necessary interplay between what is optimal in terms of user experience and clinical outcomes and what is technically feasible.

    “There is a necessary interplay between what is optimal in terms of user experience and clinical outcomes (Figure 4) and what is technically feasible.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Funding mechanisms, care systems, health priorities, and access to technology resources vary from country to country and region to region, and these differences shape how digital health interventions are designed, fit into lives, and are integrated with care systems.

    “Funding mechanisms, care systems, health priorities and access to technology (and other) resources vary from country to country and region to region.These differences shape the ways that digital health interventions are designed, fit into people's lives and are integrated with care systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The domain of digital health technologies inherently depends on varied expertise and interdisciplinary collaboration.

    “I have presented models that enable us to map out the”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationcitation

    The overall system is not designed; rather, components are designed and overall system effectiveness depends on implementation as an ongoing, evolving process of 'muddling through' and co-design.

    “In other words, the overall system is not designed; rather, components are designed and the key to overall system effectiveness is in the implementation, which is an ongoing and evolving process of”
    Quote in the paperSubstantial claim
53 of 53
  • The paper relies on this without support.

    Digital technologies are now playing a major role in the delivery of healthcare and in individuals' experiences of health and wellbeing management.

    “Digital technologies are now playing a major role in the delivery of healthcare and in individuals' experiences of health and wellbeing management.”
  • The paper relies on this without support.

    Care is commonly managed by multi-disciplinary teams who bring different expertise into play.

    “care is commonly managed by multi-disciplinary teams who bring different expertise into play”
  • The paper relies on this without support.

    There has been a growth in online health communities in recent years.

    “In recent years, there has been a growth in online health communities”
  • The paper relies on this without support.

    There are substantial variations in the rate and degree of diffusion and adoption of digital health technologies across different countries and care organisations.

    “there are substantial variations in the rate and degree of diffusion and adoption across different countries and care organisations”
  • The paper relies on this without support.

    EHRs are widely used in some countries, but digital maturity is variable across regions and care organisations.

    “EHRs are widely used in some countries, but digital maturity is variable across regions and care organisations.”
  • The paper relies on this without support.

    In many other regions, systems are fragmented, often with multiple specialized EHRs within one care organization, with devices that work independently, and with health records that are part-digital, part-physical, relying on people to transfer data between systems as needed.

    “In many other regions, systems are fragmented, often with multiple specialized EHRs within one care organization, with devices that work independently, and with health records that are part-digital, part-physical, relying on people to transfer data between systems as needed.”
  • The paper relies on this without support.

    Healthcare systems are complex.

    “Healthcare systems are complex, and we need new strategies for designing and deploying interactive health technologies that address the needs and values of their diverse users.”
  • The paper relies on this without support.

    Most medical devices have physical, digital, and human components.

    “Most medical devices involve physical, digital and human components”
  • The paper relies on this without support.

    Everyone can expect to need health interventions at some point in their lives.

    “Everyone can expect to need health interventions at some points in their lives.”
  • The paper relies on this without support.

    In practice, the care pathway data cycle often has variations and breakdowns, such as missing data or incorrect diagnoses.

    “In practice, there are many variations, and often breakdowns (e.g., missing data, incorrect diagnoses) in this cycle.”
10 of 10

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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.

  • Coauthor surname differs between citation and reference

    Minor

    The text names the data-visualization coauthor Borlund, but the corresponding reference names Borland.

  • Smoking-app citation year differs from reference

    Minor

    The text cites the smoking-app study as Wu et al. (2016), while the matching reference lists 2017.

  • Self-efficacy citation year differs from reference

    Minor

    The text cites Bandura as 1997, while the corresponding reference lists 1977.

  • West review citation year differs from reference

    Minor

    The review is cited as West et al. (2015), but its reference entry gives 2014.

4 of 4

The citation lists haven’t been fetched yet

References 125 · Cited by 152

Research works printed but not linked: 6

  1. Cook, 2008, What went wrong at the Beatson Oncology Centre, Resil. Eng. Perspect., 1, 225
  2. Glouberman, 2002, Complicated and complex systems: what would successful reform of medicare look like?, Romanow Papers, 2, 21
  3. Kirkup, 1981, The history and evolution of surgical instruments. I. Introduction, Ann. R. Coll. Surg. Engl., 63, 279
  4. Norman, 2015, DesignX: complex sociotechnical systems, She Ji: J. Des. Econ. Innov., 1, 83
  5. Smelcer, 2009, Usability of electronic medical records, J. Usability Stud., 4, 70
  6. Wu, 2017, Usability testing of a smoking cessation smartphone application (‘SmokeFree Baby’): a think-aloud study with pregnant smokers, Digit. Health, 3

Authors
Blandford, A.
Affiliations
University College London (GB)
Corresponding author
Blandford, Ann
Venue
International Journal of Human-Computer Studies
Publisher
Elsevier BV
Published
2019-11
Volume
131
Pages
41-51
ISSN
1071-5819 (ISSN-L)
OpenAlex
W2950476778
Cited by
152
References
125
Citations by year
2026: 25 · 2025: 25 · 2024: 21 · 2023: 21 · 2022: 27 · 2021: 19 · 2020: 13 · 2019: 1
FWCI
14.18
Type
journal article
Language
en
Open access
Locations
  • International Journal of Human-Computer Studies (publishedVersion)
  • UCL Discovery (University College London) (submittedVersion)
Funders
  • EPSRC (EP/G059063/01, EP/N027299/1, EP/N027000/1, EP/R00529X/01, NS/A000050/01)
  • NIHR (12/209/27, 13/79/09)
  • ESRC (RES-335-25-0032)
  • European Union's Horizon 2020 (675730)
Topics
  • Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
  • Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
  • Social Sciences › Demography › Technology Use by Older Adults
Keywords
digital health technologies, shared decision-making, patient empowerment, health and well-being, privacy, patient trust, big data analytics, health technology adoption, user engagement

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 2026-10-05.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-05.

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.

What counts as a claim ›How we measure confidence ›How we check this ›

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