HCI for health and wellbeing: Challenges and opportunities
Open accessAI 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
Cites
Statistics
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
- Interpretationreasoning
People may not question poor user interfaces when their lives depend on the technology.
“people may not question poor user interfaces when their lives depend on the technology”
Quote in the paperNot a substantial claim - Premisecitation
Digital tools have enabled new forms of telecare, such as online triage, video conferencing, chatbots, and AI for triage and diagnosis.
“Examples include online triage and digitally enabled care at home (Pols, 2012), video conferencing in primary care (Liaw et al, 2019), the use of chatbots to mediate selected aspects of care (Palanica et al, 2019) and the introduction of AI technology for triage and diagnosis.”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
Uptake and use of health portals is fairly low.
“However, studies (e.g.Shimada et al, 2014) suggest that uptake and use of health portals is fairly low.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Shimada et al, 2014 source
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- Interpretationreasoning
Few studies have explicitly investigated individual differences in patients' use of health portals.
“Although several studies have highlighted the likely impact of health literacy and technology literacy on patients' use of health portals, few studies have explicitly investigated individual differences in this context.”
Quote in the paperNot a substantial claim - Interpretationreasoning
There has historically been little apparent pressure on vendors to offer systems with improved user interfaces for haemodialysis.
“there has historically been little apparent pressure on vendors to offer systems with improved user interfaces”
Quote in the paperNot a substantial claim - Premisecitation
In an exploratory study of a patient-controlled electronic health record, four distinct groups of users were identified based on how they interacted with the record and their clinical teams.
“In an exploratory study of the use of one patient-controlled electronic health record (PCEHR), Schneider et al (2016) used selfdetermination theory (Ryan and Deci, 2000) to identify four groups of users who interacted with the PCEHR, and with their clinical teams, in importantly different ways.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation
Even when health technologies are in the home, they are sometimes managed by the care system and professionals, creating ambiguities in responsibilities of patients, family, and professionals.
“As Lyons and Blandford (2018) note, even when health technologies are in the home, they are sometimes managed by the care system and professionals, creating ambiguities in the responsibilities of patients, family and professionals.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lyons and Blandford, 2018
Not checked in the free run.
- Interpretationreasoning
The needs of nurses setting up haemodialysis machines in a dedicated clinic are importantly different from those of a patient managing their own dialysis at home.
“The needs of nurses setting up haemodialysis machines in a dedicated clinic, where they are working with several different patients each day and where the environment is tailored to haemodialysis care, are importantly different from those of a patient who is managing their own dialysis in their home”
Quote in the paperSubstantial claim - Interpretationcitation
Online communities may widen digital divides because some people become marginalised as online engagement becomes increasingly common.
“this is likely to widen the digital divides that already exist”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Topol, 2015
Not checked in the free run.
- Rests on an assumption: There has been a growth in online health communities in recent years.
- Premisecitation
Many cultural factors shape appropriate design and deployment of digital health technologies.
“There are many other cultural factors that shape appropriate design and deployment (e.g.Shah and Sengupta, 2018).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Shah and Sengupta, 2018
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- Interpretationcitation
To date, little research has addressed how interactive digital health technologies can centre on the person and personalise health and wellbeing.
“Interactive digital health technologies have the potential to centre on the person, personalising health and wellbeing (e.g., Looije et al, 2010).This might involve an ecology of interoperating tools.However, to date, little research has addressed this area.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Looije et al, 2010 source
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- Interpretationnone given
Little work in HCI has addressed how to design or evaluate health technologies when viewing healthcare as comprising complex adaptive systems.
“Little work in HCI has addressed the question of how to design or evaluate health technologies when viewing healthcare as comprising complex adaptive systems.”
Quote in the paperNot a substantial claim - Premisecitation
Healthcare systems are often managed and analysed as if they are complicated when in practice they are complex.
“Glouberman and Zimmerman (2002) note that healthcare systems are often managed and analysed as if they are complicated when in practice they are complex.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Glouberman and Zimmerman, 2002
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- Premisecitation
There are well-documented cases where patient safety has been compromised by poorly designed user interfaces and systems.
“There are well documented cases where patient safety has been compromised by poorly designed user interfaces and systems (e.g., Leveson and Turner, 1993;Cook et al, 2008;Blandford et al, 2014).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Leveson and Turner, 1993
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- cites Cook et al, 2008
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- cites Blandford et al, 2014 source
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- Interpretationnone given
The number and variety of health technologies and the complexity of contexts in which they are used pose significant challenges to users.
“The number and variety of health technologies and the complexity of the contexts in which they are used pose significant challenges to users.”
Quote in the paperSubstantial claim - Premisecitation
A review of apps claiming to offer cognitive behavioural therapy for depression found that apps were used to both replace and augment conventional therapy.
“Stawarz et al (2018) reviewed apps claiming to offer cognitive behavioural therapy for depression; they found that apps were used to both replace and augment more conventional therapy.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Stawarz et al, 2018 source
Not checked in the free run.
- Interpretationnone given
Generalist staff such as ward nurses are typically expected to use a large number of different technologies, with user interfaces that vary across generations and manufacturers.
“Whilst specialist clinicians who have in-depth training in the use of specific systems may maintain their skills through successive generations of technology, generalist staff such as ward nurses are typically expected to use a large number of different technologies, with user interfaces that vary from one generation of a product to the next and from one manufacturer to another.”
Quote in the paperSubstantial claim - Interpretationcitation
There are few reports on user-centred approaches to designing behaviour change apps in the first place.
“However, there are few reports on user-centred approaches to designing such apps in the first place, one notable exception being the person-based approach reported by Yardley et al (2015), which focuses on a psycho-social approach to understanding user needs and practices.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Yardley et al (2015) source
Not checked in the free run.
- Interpretationreasoning
For digital health technologies to make a difference to health and wellbeing and have significant, cost-effective impact, they need to be deployed at scale.
“For digital health technologies to make a difference to people's health and wellbeing, and to have a significant, cost-effective impact, they need to be deployed at scale.”
Quote in the paperSubstantial claim
- May combine two claims. 33
- Classified as probably not a substantial claim. 38
May combine two claims.
FindingcitationIssues 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
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- cites Lyons and Blandford, 2018
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Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationIn 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 givenMost 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenThe pace of cultural change varies across contexts.
“culturally, the pace of change varies across contexts”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenFew innovative health technologies have achieved significant market penetration.
“few innovative technologies have achieved significant market penetration”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Findingnone givenWhile 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 claimMay combine two claims.
FindingcitationThe 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 checkedProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Findingnone givenThere 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 claimClassified as probably not a substantial claim. May combine two claims.
Findingnone givenOne 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 claimClassified as probably not a substantial claim. May combine two claims.
InterpretationcitationHCI 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 claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe 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
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Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningSkills 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
PremisereasoningIn 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
InterpretationreasoningAn 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 claimMay combine two claims.
InterpretationreasoningTechnology 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 claimMay combine two claims.
PremisecitationTwo 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
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May combine two claims.
PremisecitationMany 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
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Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe 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
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Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenThere 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 claimMay combine two claims.
InterpretationreasoningPatients 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 claimMay combine two claims.
PremisecitationChanges 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
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Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenClassic 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 claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningAs 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPeople 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
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May combine two claims.
InterpretationreasoningThere 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 claimMay combine two claims.
InterpretationreasoningAdvances 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningHCI 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 claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationInput 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
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Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenMany 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThere 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
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Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenCare 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 claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenPeople 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 claimMay combine two claims.
PremisecitationMany 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
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Probably not a substantial claim: may not pass S4 (based).
Interpretationnone givenDigital 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningHCI 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 claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe 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 givenFor 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 claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenClassic 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 claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
Interpretationnone givenThese 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 claimMay combine two claims.
Interpretationnone givenThere 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 claimMay combine two claims.
PremisecitationPeople'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
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- cites Dyer, 2017
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- cites Sillence et al, 2006 source
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Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThere 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 claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationnone givenThere 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.
InterpretationreasoningOften, 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 claimMay combine two claims.
PremisecitationBased 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
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PremisecitationFor 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
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- cites Shaw & Baker, 2004
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PremisecitationThe 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 givenDigital 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 claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningThere 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 claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenFunding 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe 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 claimClassified as probably not a substantial claim. May combine two claims.
InterpretationcitationThe 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
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.”
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?
Stigma attached to mental health, limitations imposed by medical aid, and a genuine need for privacy, security, and trust from possible users could be reasons why maternal mental health is not experiencing similar growth as other digital MCH initiatives.
“However, Blandford et al [103] highlighted the important fact that we need to consider that the stigma still attached to mental health; the limitations imposed by medical aid (for those who have it); and a genuine need for privacy, security, and trust from the possible users of such apps could all be reasons why this area of MCH is not experiencing similar growth as compared with other digital MCH”
It is crucially important to include mental health professionals, clinicians, and potential users in the design of digital mental health interventions.
“These authors further explain that it is also crucially important to include mental health professionals, clinicians, and potential users in the design of such digital interventions.”
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
MinorThe text names the data-visualization coauthor Borlund, but the corresponding reference names Borland.
“Gotz and Borlund (2016) summarise opportunities and challenges for data visualization”
“Gotz, D. and Borland, D., 2016. Data-driven healthcare: Challenges and opportunities for interactive visualization.”
Smoking-app citation year differs from reference
MinorThe text cites the smoking-app study as Wu et al. (2016), while the matching reference lists 2017.
“stopping smoking (Wu et al, 2016).”
“Wu, J., Tombor, I., Shahab, L. and West, R., 2017. Usability testing of a smoking cessation smartphone application ('SmokeFree Baby')”
Self-efficacy citation year differs from reference
MinorThe text cites Bandura as 1997, while the corresponding reference lists 1977.
“lack of self-efficacy (Bandura, 1997)”
“Bandura, A., 1977. Self-efficacy: toward a unifying theory of behavioral change.”
West review citation year differs from reference
MinorThe review is cited as West et al. (2015), but its reference entry gives 2014.
“in a systematic review of visualisations of electronic health data, West et al (2015) identified few established approaches to data visualization”
“West, V.L., Borland, D. and Hammond, W.E., 2014. Innovative information visualization of electronic health record data: a systematic review.”
The citation lists haven’t been fetched yet
References 125 · Cited by 152
Research works printed but not linked: 6
- Cook, 2008, What went wrong at the Beatson Oncology Centre, Resil. Eng. Perspect., 1, 225
- Glouberman, 2002, Complicated and complex systems: what would successful reform of medicare look like?, Romanow Papers, 2, 21
- Kirkup, 1981, The history and evolution of surgical instruments. I. Introduction, Ann. R. Coll. Surg. Engl., 63, 279
- Norman, 2015, DesignX: complex sociotechnical systems, She Ji: J. Des. Econ. Innov., 1, 83
- Smelcer, 2009, Usability of electronic medical records, J. Usability Stud., 4, 70
- 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
- ORCID
- 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
- green
- discovery.ucl.ac.uk
- 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.
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