User-Centered Design for Digital Patient-Navigation Tools in Oncology: Scoping Review
Open accessPublished version of a preprint
Abstract
Background: Navigation programs for patients with cancer improve access and continuity of care, yet their digital transformation is often limited by poor usability and inadequate uptake. Applying user-centered and human-centered design (UCD/HCD) principles may close this gap, but the extent to which such design methods are used and evaluated in oncology navigation tools remains unclear. Objective: This scoping review identifies how UCD/HCD principles have been, and should be, applied in developing and implementing digital health tools for navigation for patients with cancer. Methods: A scoping review was conducted following PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) and Joanna Briggs Institute guidance. A total of 7 databases (PubMed/MEDLINE, Scopus, IEEE Xplore, Web of Science, Embase, ACM Digital Library, and CINAHL) were searched for English-language articles published between January 2015 and July 2025. Eligible studies reported original, peer-reviewed research on digital or mobile health interventions linked to cancer navigation and documented at least 1 UCD/HCD activity. Two reviewers independently screened records and charted data on context, target users, functions, tool modality, design phase, methods, and outcomes. Findings were synthesized descriptively and thematically. Results: A total of 36 studies met the inclusion criteria. Findings were organized into 4 domains: study characteristics, navigation functions and digital modalities, design processes and methods, and UCD/HCD application. Iterative prototyping and usability testing were the most common, while participatory design and implementation evaluation were underused. Conclusions: UCD/HCD approaches enhance usability and patient relevance of digital cancer navigation tools. However, their application remains limited across cancer types, regions, and functions. Broader stakeholder participation and evaluation beyond usability are needed to strengthen coordination, equity, and sustainability in cancer care.
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TL;DR
This scoping review maps how user-centered/human-centered design (UCD/HCD) has been applied in developing digital health tools for cancer patient navigation, synthesizing 36 studies published 2015–2025 across 7 databases. UCD/HCD was used mainly for mid-cycle prototyping and usability testing of patient-facing educational tools, with participatory design, multistakeholder engagement, implementation-phase work, and system-level outcome evaluation largely absent.
Key findings
- Of 36 included studies, most targeted adult cancers (n=16, 44.4%) or breast cancer (n=8, 22.2%); nearly half were conducted in the United States (17/36, 47.2%), followed by the Netherlands (7/36, 19.4%), with limited representation of pediatric (3/36, 8.3%) and other cancer types.
- Tools were overwhelmingly patient-facing (33/36, 91.7%); caregivers (6/36, 16.7%) and patient navigators (2/36, 5.6%) were rarely involved. Functions centered on education/information (23/36, 63.9%), care system navigation and patient-provider communication (21/36, 58.3% each), and care coordination (20/36, 55.6%), while financial/insurance, medication, and transportation functions appeared in 1 study (2.8%) each.
- UCD/HCD appeared most in testing (23/36, 63.8%) and design/prototyping (19/36, 52.7%), less in discovery (17/36, 47.2%) and least in implementation (7/36, 19.4%); interviews (25/36, 69.4%) and usability testing (16/36, 44.4%) dominated, whereas participatory design sessions (2/36, 5.6%) and co-design workshops (1/36, 2.8%) were rare.
- Outcomes emphasized usability (28/36, 77.8%) and satisfaction (26/36, 72.2%); navigation effectiveness (17/36, 47.2%), patient engagement (13/36, 36.1%), feasibility/implementation logistics (5/36, 13.9%), and collaboration/coordination (3/36, 8.3%) were much less assessed, leaving limited evidence of real-world care-continuity impact.
Methods
- Scoping review following PRISMA-ScR and Joanna Briggs Institute guidance; 7 databases (PubMed/MEDLINE, Scopus, IEEE Xplore, Web of Science, Embase, ACM Digital Library, CINAHL) searched for English-language, peer-reviewed studies from January 1, 2015 to July 30, 2025 requiring at least one UCD/HCD activity in a cancer-navigation digital/mHealth tool.
- Two reviewers independently screened (Covidence), charted data, and reconciled discrepancies by consensus; 16 studies came from primary screening of 192 records (176 excluded) and 20 more via bidirectional snowballing.
- Inductive thematic synthesis organized into 4 domains (study characteristics; navigation functions and digital modalities; design processes and methods; UCD/HCD application), supplemented by descriptive frequencies.
Limitations
- Stated: English-only publications and the 2015–2025 window may exclude other-language studies and earlier foundational work; requiring explicit UCD/HCD terminology may have missed studies using participatory approaches under other labels; no formal quality appraisal was conducted (consistent with scoping review methodology), so strength of evidence could not be assessed; the evidence base is concentrated in high-income countries and adult cancers, limiting generalizability.
- Evident from the text: over half the included studies (20/36) were identified only through snowballing rather than the database search, suggesting the search strategy may have been relatively insensitive; the search strategy was developed iteratively without formal librarian consultation.
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Claims the paper makes
43 of 51 cited sources checked · 22 supported · 2 flagged · accuracy not yet measured
- Premisecitation
Mendu et al. created and tested a culturally tailored virtual patient educator for Hispanic women to improve cervical cancer and human papillomavirus education using an iterative, UCD.
“Mendu et al [18] created and tested a culturally tailored virtual patient educator for Hispanic women to improve cervical cancer and human papillomavirus education using an iterative, UCD.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [18] source
- Premisecitation
A human-centered mobile and web application (mPCL) in Tanzania extended functionality beyond patient-facing use to support coordinated palliative care among patients, caregivers, and local health workers.
“a human-centered mobile and web application (mPCL) [23] in Tanzania, which extended functionality beyond patient-facing use to support coordinated palliative care among patients, caregivers, and local health workers.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [23] source
- Findingcitation
OncoKompas [13] and MijnAVL [21] involved cancer survivors directly in iterative prototype testing to refine content, navigation features, and overall functionality.
“Tools such as OncoKompas [13] and MijnAVL [21] exemplify this approach, with cancer survivors directly involved in iterative prototype testing to refine content, navigation features, and overall functionality.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [13] source
The Introduction (page unavailable) says cancer survivors tested an OncoKompas prototype for usability and content quality, and that their feedback led to user-interface adjustments. It does not identify changes to navigation features; it attributes improvements in tailoring and usefulness to health care professionals’ feedback. This verdict concerns OncoKompas, not MijnAVL, which has a separate citation. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [21] source
- Findingcitation
Salako et al [42] brought together researchers, clinicians, and technology developers to review remote symptom monitoring for palliative cancer care in Africa.
“For example, Salako et al [42] brought together researchers, clinicians, and technology developers to review remote symptom monitoring for palliative cancer care in Africa.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [42] source
- Findingcitation
Nabelsi and Plouffe [28] engaged nurse navigators and interfacility teams to refine a web-based coordination platform designed to improve oncology and nononcologic thoracic surgery care pathways.
“Nabelsi and Plouffe [28] engaged nurse navigators and interfacility teams to refine a web-based coordination platform designed to improve oncology and nononcologic thoracic surgery care pathways.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [28] source
The Methods (Study Design and Settings; page not provided) describe participatory workshops with nurses and other stakeholders whose input was incorporated into the platform prototype. The Results (Objective 2; page not provided) describe recruiting nurse navigators at both facilities and refining the interfacility care pathway and platform. Our copy does not establish that the workshop nurses were nurse navigators or explicitly describe the platform itself as web-based; it describes the workshops and a later survey as web-based. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingcitation
SmartSurvivor by Baseman et al [39] explored mHealth options for survivorship care, explicitly embedding patient perspectives into the functionality and usability of the tool.
“Similarly, SmartSurvivor by Baseman et al [39] explored mHealth options for survivorship care, explicitly embedding patient perspectives into the functionality and usability of the tool.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [39] source
The Methods (Testing; page unavailable) say breast cancer survivors tested SmartSurvivor and commented on its features, navigation, and ease of use. The Discussion (Principal Findings; page unavailable) identifies changes for further development based on the pilot. This supports the claim that the study brought patient perspectives to bear on functionality and usability, but not that those perspectives had already been embedded in the tool’s implemented design. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingcitation
Aronoff-Spencer et al [43] described a human-centered participatory design approach that engaged patients, caregivers, and community stakeholders to support rural patients experiencing distress during cancer treatment.
“Aronoff-Spencer et al [43] also described a human-centered participatory design approach that engaged patients, caregivers, and community stakeholders to support rural patients experiencing distress during cancer treatment.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [43] source
- Findingcitation
The mPCL project by Ho et al [23] incorporated local health workers in Tanzania to co-design a mobile platform for palliative care, ensuring cultural and contextual relevance in a low-resource setting.
“Similarly, the mPCL project by Ho et al [23] incorporated local health workers in Tanzania to co-design a mobile platform for palliative care, ensuring cultural and contextual relevance in a low-resource setting.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [23] source
- Premisecitation
Education and information functions may be insufficient for addressing the psychosocial, financial, or logistical barriers that many patients face.
“These functions may improve self-efficacy and patient activation [49], but they may be insufficient for addressing the psychosocial, financial, or logistical barriers that many patients face [50].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [50] source
The Introduction identifies stigma, poor health-system infrastructure, and transportation as barriers to care, while the Results (Telecommunications) distinguishes emotional support from informational support. These passages support the concern that information alone may not address psychosocial or logistical needs, but the review does not establish that education and information functions are insufficient or address financial barriers in this comparison. (LLM, conf=0.76)
Experimental — accuracy not yet measured
- Findingcitation
StressProffen [22] and CMyLife [14] illustrate how iterative design can expand navigation beyond tracking to include psychosocial support and relational care.
“Tools such as StressProffen [22] and CMyLife [14] illustrate how iterative design can expand navigation beyond tracking to include psychosocial support and relational care.”
Quote in the paperNot a substantial claim2 of 2 sources checked - Findingcitation
Basch et al [46] leveraged patient-reported outcomes to enhance communication between patients and clinicians, transforming symptom monitoring into a navigation mechanism for timely intervention and treatment adjustment.
“For example, Basch et al [46] leveraged patient-reported outcomes to enhance communication between patients and clinicians, transforming symptom monitoring into a navigation mechanism for timely intervention and treatment adjustment.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [46] source
The Digital ePRO System and Questions section (page unavailable) describes alerts to nurses for severe or worsening symptoms, symptom-management pathways, and reports used to guide discussions and care. The paper also reports that patients perceived improved discussions with clinicians. It does not establish that the system led to timely interventions or treatment adjustments; it says clinicians were not required to take particular actions in response to the reports or alerts. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Interpretationcitation
The iterative development of the prevention web applications supports their potential to enhance risk understanding and healthy behavior.
“Similarly, an iterative development process of a cancer prevention web application by Carrera et al [45] and the prevention-focused web application described by Anders et al [32] incorporated repeated cycles of feedback that shaped tutorials and interactive features, supporting its potential to enhance risk understanding and healthy behavior.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [45] source
The Iterative development section describes repeated formative evaluations whose feedback refined the cancer-prevention app’s content, functionality, and risk visualizations. The Conclusion says its risk-communication features show promise for improving risk comprehension and motivating behavior change. However, the Discussion describes tutorials as a user recommendation, not a feature already shaped or incorporated through those cycles. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [32] source
The Introduction (Objectives; page unavailable) discusses iterations of app testing, and the Discussion (Conclusions; page unavailable) says patient feedback will inform further development. But the Introduction (Background; page unavailable) identifies Enable as a smartphone app supporting breast cancer therapy, not a cancer-prevention web application. The cited passages do not support claims that feedback shaped tutorials or that the app could improve risk understanding and healthy behavior. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Education and information functions may improve self-efficacy and patient activation.
“These functions may improve self-efficacy and patient activation [49], but they may be insufficient for addressing the psychosocial, financial, or logistical barriers that many patients face [50].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [49] source
The Results sections on self-efficacy and patient activation report improvements with some interactive digital tools, and “Elements addressed to patients” says these tools provide information. The review does not establish that the education or information functions specifically produced those improvements; it assesses the tools as a whole. Page numbers are unavailable in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingcitation
Iterative development of MijnAVL presented by Kuijpers et al [21] led to usability improvements, including the addition of FAQs and hyperlinks to improve patient experience.
“Likewise, iterative development of MijnAVL presented by Kuijpers et al [21] led to usability improvements, including the addition of FAQs and hyperlinks to improve patient experience.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [21] source
- Findingown data
Most digital tools were designed for patients (33/36, 91.7%).
“most digital tools were designed for patients (33/36, 91.7%)”
Quote in the paperNot a substantial claim - Findingown data
Few participatory or co-design workshops were used.
“few participatory or co-design workshops.”
Quote in the paperSubstantial claim - Findingown data
Discovery and implementation phases were rarely included.
“Discovery and implementation phases rarely included.”
Quote in the paperSubstantial claim - Findingown data
Appointment scheduling and tracking was reported in 7/36 (19.4%) studies.
“appointment scheduling and tracking (7/36, 19.4%)”
Quote in the paperNot a substantial claim - Findingown data
Single-study contexts included brain, cervical, chronic myeloid leukemia, colorectal, esophageal, head and neck, melanoma and renal cell carcinoma, and multiple myeloma (n=1, 2.8% each).
“single-study contexts included brain, cervical, chronic myeloid leukemia, colorectal, esophageal, head and neck, melanoma and renal cell carcinoma, and multiple myeloma (n=1, 2.8% each).”
Quote in the paperNot a substantial claim - Findingown data
The application of UCD/HCD in digital cancer navigation tools remains limited across cancer types, regions, and functions.
“However, their application remains limited across cancer types, regions, and functions.”
Quote in the paperSubstantial claim - Findingown data
Caregivers were considered in 6/36 (16.7%) studies.
“caregivers (6/36, 16.7%)”
Quote in the paperNot a substantial claim - Findingnone given
Web portals and mobile apps were overwhelmingly used.
“Web portals and mobile apps were overwhelmingly used”
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A total of 36 studies met the inclusion criteria for review.
“A total of 36 studies met the inclusion criteria for review, as shown in Figure 1.”
Quote in the paperSubstantial claim - Findingown data
Care coordination was reported in 20/36 (55.6%) studies.
“along with care coordination (20/36, 55.6%)”
Quote in the paperNot a substantial claim - Findingown data
Patient-to-provider communication was reported in 21/36 (58.3%) studies.
“overall care system navigation or access to care and patient-to-provider communication (21/36, 58.3% each)”
Quote in the paperNot a substantial claim - Findingown data
Navigation functions were most frequently conceptualized as education and information provision (23/36, 63.9%).
“navigation functions were most frequently conceptualized as education and information provision (23/36, 63.9%).”
Quote in the paperNot a substantial claim - Findingown data
Mobile apps were reported in 17/36 (47.2%) studies.
“closely followed by mobile apps (17/36, 47.2%)”
Quote in the paperNot a substantial claim - Findingown data
Canada had 3/36 (8.3%) studies.
“and Canada (3/36, 8.3%)”
Quote in the paperNot a substantial claim - Findingown data
Symptom management was reported in 2/36 (5.6%) studies.
“symptom management (2/36, 5.6%)”
Quote in the paperNot a substantial claim - Findingown data
Thirty-six studies met the inclusion criteria.
“A total of 36 studies met the inclusion criteria.”
Quote in the paperSubstantial claim - Findingown data
Iterative prototyping and usability testing were the most common design processes.
“Iterative prototyping and usability testing were most common.”
Quote in the paperSubstantial claim - Findingown data
A smaller proportion of studies presented only a conceptual design without testing a specific tool (3/36, 8.3%).
“A smaller proportion presented only a conceptual design without testing a specific tool (3/36, 8.3%)”
Quote in the paperNot a substantial claim - Findingown data
Web platforms were the most common type of proposed digital tools, reported in 18 (50%) studies.
“Web platforms were the most common type of proposed digital tools, reported in 18 (50%) studies”
Quote in the paperNot a substantial claim - Findingown data
Participatory design and implementation evaluation were underused in the included studies.
“participatory design and implementation evaluation were underused”
Quote in the paperSubstantial claim - Findingown data
Most digital tools were designed for clinicians or providers (25/36, 69.4%).
“clinicians or providers (25/36, 69.4%)”
Quote in the paperNot a substantial claim - Findingown data
The Netherlands had 7/36 (19.4%) studies.
“followed by the Netherlands (7/36, 19.4%)”
Quote in the paperNot a substantial claim - Findingown data
Overall care system navigation or access to care was reported in 21/36 (58.3%) studies.
“overall care system navigation or access to care and patient-to-provider communication (21/36, 58.3% each)”
Quote in the paperNot a substantial claim - Findingown data
There was limited coverage of financial, logistical, or psychosocial barriers.
“Limited coverage of financial, logistical, or psychosocial barriers.”
Quote in the paperSubstantial claim - Findingown data
Patient-to-patient communication was reported in 3/36 (8.3%) studies.
“patient-to-patient communication (3/36, 8.3%)”
Quote in the paperNot a substantial claim - Findingown data
Interviews and surveys were the most frequently used design methods.
“Interviews and surveys were most frequently used”
Quote in the paperSubstantial claim - Findingown data
Iterative prototyping and usability testing were the most common UCD/HCD methods in the included studies.
“Iterative prototyping and usability testing were the most common”
Quote in the paperSubstantial claim - Findingown data
Nearly half of the studies were conducted in the United States (17/36, 47.2%).
“nearly half of the studies were conducted in the United States (17/36, 47.2%)”
Quote in the paperSubstantial claim - Findingown data
Few integrated or multimodal systems were used.
“Few integrated or multimodal systems.”
Quote in the paperSubstantial claim - Findingown data
Patient navigators were considered in 2/36 (5.6%) studies.
“patient navigators (2/36, 5.6%)”
Quote in the paperNot a substantial claim - Findingown data
In total, 16 studies met the inclusion criteria and were retained for qualitative synthesis.
“In total, 16 studies met the inclusion criteria and were retained for qualitative synthesis.”
Quote in the paperSubstantial claim - Findingown data
Tools focused primarily on education and communication.
“focused primarily on education and communication.”
Quote in the paperSubstantial claim - Findingown data
Emotional or psychosocial support was reported in 11/36 (30.6%) studies.
“emotional or psychosocial support (11/36, 30.6%)”
Quote in the paperNot a substantial claim - Findingown data
End-user feedback sessions and surveys were reported in 22.2% (8/36) of studies.
“End-user feedback sessions and surveys were reported in 22.2% (8/36) of studies, while focus groups appeared in 13.9% (5/36).”
Quote in the paperNot a substantial claim - Findingown data
UCD/HCD use has been concentrated on evaluating usability and satisfaction outcomes as markers of navigation success.
“Based on our findings from currently available literature, their use has been concentrated to three main functions: (1) evaluating usability and satisfaction outcomes as markers of navigation success, (2) centering patient perspectives as the primary driver of design decisions, and (3) using iterative cycles of prototyping and testing to refine tools.”
Quote in the paperSubstantial claim - Findingown data
User satisfaction was reported in 26/36 (72.2%) of studies.
“Across included studies, outcomes most often reflected usability (28/36, 77.8%) and user satisfaction (26/36, 72.2%), with these measures commonly serving as proxies for the overall success of cancer care navigational tools.”
Quote in the paperNot a substantial claim - Findingown data
Patient engagement appeared in 13/36 (36.1%) of studies.
“Navigation effectiveness was reported less frequently (17/36, 47.2%), while patient engagement appeared in just over one-third of studies (13/36, 36.1%).”
Quote in the paperNot a substantial claim - Findingown data
Design or strategy insights were assessed in 8/36 (22.2%) of studies.
“Broader outcomes such as clinical use (9/36, 25%), design or strategy insights (8/36, 22.2%), and health professional engagement (6/36, 16.7%) were less assessed.”
Quote in the paperNot a substantial claim - Findingown data
Testing was used in 63.8% (23/36) of studies.
“Testing was used in 63.8% (23/36) of studies, reflecting a strong emphasis on evaluating and refining tools once developed.”
Quote in the paperNot a substantial claim - Findingown data
Co-design workshops were reported in 1/36 (2.8%) of studies.
“Participatory design sessions (2/36, 5.6%) and co-design workshops (1/36, 2.8%) were comparatively rare.”
Quote in the paperNot a substantial claim - Findingown data
Usability was reported in 28/36 (77.8%) of studies.
“Across included studies, outcomes most often reflected usability (28/36, 77.8%) and user satisfaction (26/36, 72.2%), with these measures commonly serving as proxies for the overall success of cancer care navigational tools.”
Quote in the paperNot a substantial claim - Findingown data
Stakeholder engagement in UCD/HCD processes varied in scope and depth.
“Across included studies, stakeholder engagement in UCD/HCD processes varied in scope and depth.”
Quote in the paperNot a substantial claim - Findingown data
Across the reviewed studies, inclusion of diverse stakeholders such as clinicians, caregivers, and navigators was less common compared to patient-only approaches.
“Across the reviewed studies, inclusion of diverse stakeholders such as clinicians, caregivers, and navigators was less common compared to patient-only approaches.”
Quote in the paperSubstantial claim - Findingown data
UCD/HCD use has been concentrated on centering patient perspectives as the primary driver of design decisions.
“Based on our findings from currently available literature, their use has been concentrated to three main functions: (1) evaluating usability and satisfaction outcomes as markers of navigation success, (2) centering patient perspectives as the primary driver of design decisions, and (3) using iterative cycles of prototyping and testing to refine tools.”
Quote in the paperSubstantial claim - Findingown data
Studies that incorporated multiple stakeholder groups identified additional factors affecting navigation design, including workflow alignment, caregiver responsibilities, and infrastructure limitations.
“Studies that incorporated multiple stakeholder groups identified additional factors affecting navigation design, including workflow alignment, caregiver responsibilities, and infrastructure limitations.”
Quote in the paperNot a substantial claim - Findingown data
Collaboration and coordination were addressed in 3/36 (8.3%) of studies.
“Even more rarely, studies addressed feasibility and implementation logistics (5/36, 13.9%), collaboration and coordination (3/36, 8.3%), or educational value (2/36, 5.6%).”
Quote in the paperNot a substantial claim - Findingown data
Other approaches (direct observation, field trials, iterative design, journey mapping, pilot-testing, system usage data) each appeared once (1/36, 2.8% each).
“Other approaches, such as direct observation, field trials, iterative design, journey mapping, pilot-testing, and system usage data, each appeared only once (1/36, 2.8% each).”
Quote in the paperNot a substantial claim - Findingown data
Design and prototyping phases were more frequently represented (19/36, 52.7%).
“Design and prototyping phases were more frequently represented (19/36, 52.7%), often involving the development of functional prototypes and working systems.”
Quote in the paperNot a substantial claim - Findingown data
Implementation was the least represented phase (7/36, 19.4%).
“Implementation was the least represented phase (7/36, 19.4%), indicating that relatively few studies extended user-centered approaches into deployment, integration, or evaluation of digital navigation tools within routine clinical workflows.”
Quote in the paperSubstantial claim - Findingown data
Across included studies, UCD/HCD approaches were most often applied as practical design strategies rather than overarching frameworks for navigation.
“Across included studies, UCD/HCD approaches were most often applied as practical design strategies rather than overarching frameworks for navigation.”
Quote in the paperSubstantial claim - Findingown data
Navigation effectiveness was reported in 17/36 (47.2%) of studies.
“Navigation effectiveness was reported less frequently (17/36, 47.2%), while patient engagement appeared in just over one-third of studies (13/36, 36.1%).”
Quote in the paperNot a substantial claim - Findingown data
Across included studies, UCD/HCD approaches were reported at multiple phases of the design cycle, including discovery, design and prototyping, testing, and implementation.
“Across studies included, UCD/HCD approaches were reported at multiple phases of the design cycle, including discovery, design and prototyping, testing, and implementation.”
Quote in the paperSubstantial claim - Findingreasoning
Only a limited number of studies assessed system-level or implementation-related outcomes, such as timeliness, collaboration, or equitable access.
“Only a limited number of studies assessed system-level or implementation-related outcomes, such as timeliness, collaboration, or equitable access.”
Quote in the paperSubstantial claim - Findingnone given
Overall, reviewed studies primarily measured outcomes related to usability and user satisfaction, with fewer examining broader aspects such as navigation effectiveness, coordination, or sustainability.
“Overall, the reviewed studies primarily measured outcomes related to usability and user satisfaction, with fewer examining broader aspects such as navigation effectiveness, coordination, or sustainability.”
Quote in the paperSubstantial claim - Findingreasoning
Only a small number of studies reported using co-design workshops, journey mapping, or multistakeholder sessions.
“Only a small number of studies reported using co-design workshops, journey mapping, or multistakeholder sessions.”
Quote in the paperSubstantial claim - Findingown data
Equity, timeliness, and continuity were rarely evaluated.
“Equity, timeliness, and continuity rarely evaluated.”
Quote in the paperSubstantial claim - Findingown data
Health professional engagement was assessed in 6/36 (16.7%) of studies.
“Broader outcomes such as clinical use (9/36, 25%), design or strategy insights (8/36, 22.2%), and health professional engagement (6/36, 16.7%) were less assessed.”
Quote in the paperNot a substantial claim - Findingown data
Focus groups appeared in 13.9% (5/36) of studies.
“End-user feedback sessions and surveys were reported in 22.2% (8/36) of studies, while focus groups appeared in 13.9% (5/36).”
Quote in the paperNot a substantial claim - Findingcitation
Most studies engaged patients as the primary voice in the design process, often through semistructured interviews and surveys.
“Most studies engaged patients as the primary voice in the design process, often through semistructured interviews and surveys.”
Quote in the paperNot a substantial claim - Findingown data
Discovery-phase activities were reported in fewer than half of the studies (17/36, 47.2%).
“Discovery-phase activities, such as needs assessments, contextual inquiry, and early exploration of user workflows, were reported in fewer than half of the studies (17/36, 47.2%).”
Quote in the paperNot a substantial claim - Findingnone given
Usability and satisfaction were the most used metrics.
“Usability and satisfaction were the most used metrics.”
Quote in the paperNot a substantial claim - Findingown data
Clinical use was assessed in 9/36 (25%) of studies.
“Broader outcomes such as clinical use (9/36, 25%), design or strategy insights (8/36, 22.2%), and health professional engagement (6/36, 16.7%) were less assessed.”
Quote in the paperNot a substantial claim - Findingown data
Interviews were the most frequently used UCD/HCD design method (25/36, 69.4%).
“Interviews were the most frequently used approach (25/36, 69.4%), followed by usability testing (16/36, 44.4%).”
Quote in the paperNot a substantial claim - Findingown data
80% (29/36) of studies reported use of more than 1 UCD/HCD design method across the design process.
“A variety of UCD/HCD design methods were reported across the included studies, with 80% (29/36) of the studies reporting the use of more than 1 method across the design process.”
Quote in the paperNot a substantial claim - Findingown data
UCD/HCD use has been concentrated on using iterative cycles of prototyping and testing to refine tools.
“Based on our findings from currently available literature, their use has been concentrated to three main functions: (1) evaluating usability and satisfaction outcomes as markers of navigation success, (2) centering patient perspectives as the primary driver of design decisions, and (3) using iterative cycles of prototyping and testing to refine tools.”
Quote in the paperSubstantial claim - Findingown data
Few studies assessed navigation effectiveness, coordination, or clinical outcomes.
“Few studies assessed navigation effectiveness, coordination, or clinical outcomes.”
Quote in the paperSubstantial claim - Findingown data
Across included studies, UCD/HCD was frequently operationalized as an iterative cycle in which prototypes were tested and refined in response to user feedback.
“Across included studies, UCD/HCD was frequently operationalized as an iterative cycle in which prototypes were tested and refined in response to user feedback.”
Quote in the paperNot a substantial claim - Findingown data
Educational value was addressed in 2/36 (5.6%) of studies.
“Even more rarely, studies addressed feasibility and implementation logistics (5/36, 13.9%), collaboration and coordination (3/36, 8.3%), or educational value (2/36, 5.6%).”
Quote in the paperNot a substantial claim - Findingown data
Participatory design sessions were reported in 2/36 (5.6%) of studies.
“Participatory design sessions (2/36, 5.6%) and co-design workshops (1/36, 2.8%) were comparatively rare.”
Quote in the paperNot a substantial claim - Findingown data
Less commonly reported design methods included content analysis, scenarios, stakeholder consultations, and thematic analysis (2/36, 5.6% each).
“Less commonly reported design methods included content analysis, scenarios, stakeholder consultations, and thematic analysis (2/36, 5.6% each).”
Quote in the paperNot a substantial claim - Findingown data
Feasibility and implementation logistics were addressed in 5/36 (13.9%) of studies.
“Even more rarely, studies addressed feasibility and implementation logistics (5/36, 13.9%), collaboration and coordination (3/36, 8.3%), or educational value (2/36, 5.6%).”
Quote in the paperNot a substantial claim - Findingown data
Usability testing was used in 16/36 (44.4%) of studies.
“Interviews were the most frequently used approach (25/36, 69.4%), followed by usability testing (16/36, 44.4%).”
Quote in the paperNot a substantial claim - Findingown data
Usability and user satisfaction measures commonly served as proxies for the overall success of cancer care navigational tools.
“Across included studies, outcomes most often reflected usability (28/36, 77.8%) and user satisfaction (26/36, 72.2%), with these measures commonly serving as proxies for the overall success of cancer care navigational tools.”
Quote in the paperNot a substantial claim - Findingreasoning
UCD/HCD approaches in cancer navigation were mainly used to ensure that patient-facing tools are usable and acceptable.
“In summary, UCD/HCD approaches in cancer navigation were mainly used to ensure that patient-facing tools are usable and acceptable.”
Quote in the paperSubstantial claim - Findingnone given
Some studies conceptually broadened navigation toward empowerment and communication.
“Some studies conceptually broadened navigation toward empowerment and communication.”
Quote in the paperNot a substantial claim - Findingown data
Caregivers, navigators, and clinicians were rarely included in the development of tools.
“However, caregivers, navigators, and clinicians were rarely included, which may leave workflow and coordination barriers underexplored.”
Quote in the paperSubstantial claim - Findingnone given
Overall, UCD/HCD was most often applied to patient-facing tools during prototyping and usability evaluation, with comparatively less attention to early discovery phases and downstream implementation in routine care settings.
“Overall, UCD/HCD was most often applied to patient-facing tools during prototyping and usability evaluation, with comparatively less attention to early discovery phases and downstream implementation in routine care settings.”
Quote in the paperSubstantial claim - Findingown data
Even fewer studies included measures of equity, timeliness, or continuity of care.
“Moreover, even fewer included measures of equity, timeliness, or continuity of care.”
Quote in the paperSubstantial claim - Findingnone given
Most reviewed studies relied on traditional UCD/HCD design methods (ie, interviews, surveys, and usability testing applied midcycle) with limited reporting of upstream discovery or downstream implementation.
“Most reviewed studies relied on traditional UCD/HCD design methods (ie, interviews, surveys, and usability testing applied midcycle) with limited reporting of upstream discovery or downstream implementation.”
Quote in the paperSubstantial claim - Findingreasoning
Discovery and routine care implementation were rarely discussed.
“Discovery and routine care implementation were rarely discussed, which may limit both innovation and sustainability.”
Quote in the paperSubstantial claim - Findingreasoning
UCD/HCD approaches have supported the development of education and communication functions responsive to patient needs.
“While UCD/HCD approaches have supported the development of education and communication functions responsive to patient needs, future applications could also extend to the broader spectrum of navigation services that shape equity, access, and continuity of care.”
Quote in the paperSubstantial claim - Findingnone given
Rather than limiting navigation to scheduling or wayfinding, studies framed it as a broader process of information exchange, communication, and care coordination.
“Rather than limiting navigation to scheduling or wayfinding, studies framed it as a broader process of information exchange, communication, and care coordination.”
Quote in the paperSubstantial claim - Findingnone given
UCD/HCD in cancer navigation has been applied most extensively to adult cancers in high-income settings.
“Findings demonstrate that UCD/HCD in cancer navigation has been applied most extensively to adult cancers in high-income settings.”
Quote in the paperSubstantial claim - Findingown data
Most tools were developed directly with patient input.
“At the stakeholder level, most tools were developed directly with patient input, demonstrating the strength of UCD/HCD in capturing and centering lived experience.”
Quote in the paperSubstantial claim - Findingreasoning
This pattern reflects how UCD/HCD has been applied primarily to informational and communicative aspects of navigation, while more complex or resource-intensive functions remain underexplored.
“This pattern reflects how UCD/HCD has been applied primarily to informational and communicative aspects of navigation, while more complex or resource-intensive functions remain underexplored.”
Quote in the paperSubstantial claim - Findingreasoning
Several studies applied UCD/HCD approaches to reconceptualize what "navigation" means in cancer care, beyond creating tools for discrete functions.
“Beyond creating tools for discrete functions, several studies applied UCD/HCD approaches to reconceptualize what “navigation” means in cancer care.”
Quote in the paperNot a substantial claim - Findingown data
Fewer studies addressed system-level barriers, equity, cancer-specific navigational needs, and global applicability.
“These efforts appear to have improved alignment between navigational tools and patient needs; however, fewer studies addressed system-level barriers, equity, cancer-specific navigational needs, and global applicability.”
Quote in the paperSubstantial claim - Findingreasoning
Relatively few studies address the broader coordination, equity, and implementation challenges that define navigation in real-world oncology settings.
“While these contributions are notable, relatively few studies address the broader coordination, equity, and implementation challenges that define navigation in real-world oncology settings.”
Quote in the paperSubstantial claim - Interpretationnone given
UCD/HCD approaches enhance the usability and patient relevance of digital cancer navigation tools.
“UCD/HCD approaches enhance usability and patient relevance of digital cancer navigation tools.”
Quote in the paperSubstantial claim - Interpretationown data
The distribution of target user groups highlights a strong emphasis on patient-facing tools in the current literature, with comparatively limited attention to caregivers and patient navigators.
“This distribution highlights a strong emphasis on patient-facing tools in the current literature, with comparatively limited attention to caregivers and patient navigators.”
Quote in the paperNot a substantial claim - Interpretationreasoning
UCD was applied primarily to midcycle for usability evaluation.
“UCD applied primarily to midcycle for usability evaluation.”
Quote in the paperSubstantial claim - Interpretationown data
The distribution of digital tool types suggests that research has largely concentrated on familiar digital formats (ie, web platforms and mobile apps), with comparatively limited integration of newer modalities such as conversational agents or artificial intelligence-driven chatbots.
“This distribution suggests that research has largely concentrated on familiar digital formats (ie, web platforms and mobile apps), with comparatively limited integration of newer modalities such as conversational agents or artificial intelligence–driven chatbots, which were categorized as digital health modalities within this review.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Human-centered approaches can extend beyond individual patients' needs to reflect the complex, multiactor systems that shape cancer care.
“These examples demonstrate how human-centered approaches can extend beyond individual patients’ needs to reflect the complex, multiactor systems that shape cancer care.”
Quote in the paperSubstantial claim - Interpretationreasoning
The iterative responsiveness of UCD/HCD ensured that navigation tools were grounded in real-world needs and experiences.
“This responsiveness ensured that navigation tools were grounded in real-world needs and experiences.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Participatory techniques aimed at involving users and stakeholders throughout the design process remain limited in current cancer navigation research.
“This indicates that participatory techniques aimed at involving users and stakeholders throughout the design process remain limited in current cancer navigation research.”
Quote in the paperSubstantial claim - Interpretationreasoning
These efforts appear to have improved alignment between navigational tools and patient needs.
“These efforts appear to have improved alignment between navigational tools and patient needs; however, fewer studies addressed system-level barriers, equity, cancer-specific navigational needs, and global applicability.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The strength of evidence underlying individual findings could not be assessed.
“Given this, the strength of evidence underlying individual findings could not be assessed.”
Quote in the paperSubstantial claim - Interpretationreasoning
The development of most tools directly with patient input demonstrates the strength of UCD/HCD in capturing and centering lived experience.
“At the stakeholder level, most tools were developed directly with patient input, demonstrating the strength of UCD/HCD in capturing and centering lived experience.”
Quote in the paperSubstantial claim - Interpretationreasoning
The rarity of discussion of discovery and routine care implementation may limit both innovation and sustainability.
“Discovery and routine care implementation were rarely discussed, which may limit both innovation and sustainability.”
Quote in the paperSubstantial claim - Premisecitation
Overreliance on consultative design methods risks capturing only surface-level usability preferences while overlooking systemic challenges such as workflow misalignments, caregiver burdens, or sociotechnical barriers.
“Overreliance on consultative design methods risks capturing only surface-level usability preferences while overlooking systemic challenges such as workflow misalignments, caregiver burdens, or sociotechnical barriers [53].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [53] source
- Interpretationreasoning
The rare inclusion of caregivers, navigators, and clinicians may leave workflow and coordination barriers underexplored.
“However, caregivers, navigators, and clinicians were rarely included, which may leave workflow and coordination barriers underexplored.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Inclusion criteria required explicit mention of UCD or HCD, which may have excluded studies using participatory approaches under different terminology.
“While the dual-review process enhanced rigor, inclusion criteria required explicit mention of UCD or HCD, which may have excluded studies using participatory approaches under different terminology.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The concentration of studies in high-income countries and adult cancer populations limits generalizability to low- and middle-income settings or underrepresented cancer types.
“Moreover, most studies were conducted in high-income countries and focused on adult cancer populations, limiting generalizability to low- and middle-income settings or underrepresented cancer types.”
Quote in the paperSubstantial claim - Interpretationreasoning
These patterns may limit both the scalability and sustainability of current tools.
“These patterns may limit both the scalability and sustainability of current tools.”
Quote in the paperSubstantial claim - Interpretationreasoning
The narrow scope of outcomes risks producing tools that are usable but not transformative for access, coordination, or sustainability.
“This narrow scope risks producing tools that are usable but not transformative for access, coordination, or sustainability.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Limiting participatory design primarily to patients could risk overlooking system-level and workforce perspectives needed for real-world implementation.
“Limiting participatory design primarily to patients could risk overlooking system-level and workforce perspectives needed for real-world implementation.”
Quote in the paperSubstantial claim - Interpretationcitation
UCD and HCD approaches have demonstrated value in shaping digital cancer navigation tools that are usable, acceptable, and responsive to patient needs.
“UCD and HCD approaches have demonstrated value in shaping digital cancer navigation tools that are usable, acceptable, and responsive to patient needs; however, their current application remains narrow, concentrated in adult cancers, high-income settings, and informational functions.”
Quote in the paperSubstantial claim - Interpretationreasoning
The evidence from this review suggests that UCD/HCD has been most impactful when applied iteratively, embedding patient perspectives to refine tools that improve engagement, communication, and self-management.
“The evidence from this review suggests that UCD/HCD has been most impactful when applied iteratively, embedding patient perspectives to refine tools that improve engagement, communication, and self-management.”
Quote in the paperSubstantial claim
- May combine two claims. 54
- Classified as probably not a substantial claim. 25
May combine two claims.
FindingcitationAn iterative development process of a cancer prevention web application by Carrera et al [45] and the prevention-focused web application described by Anders et al [32] incorporated repeated cycles of feedback that shaped tutorials and interactive features.
“Similarly, an iterative development process of a cancer prevention web application by Carrera et al [45] and the prevention-focused web application described by Anders et al [32] incorporated repeated cycles of feedback that shaped tutorials and interactive features, supporting its potential to enhance risk understanding and healthy behavior.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [45] source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [32] source
The Introduction (Background; page unavailable) describes Enable as a smartphone app for therapy support for patients with breast cancer, not a cancer-prevention web application. The Discussion (Conclusions; page unavailable) says patient feedback will inform further development, but does not describe repeated feedback cycles shaping tutorials or interactive features, or a potential to improve cancer-risk understanding. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
May combine two claims.
FindingcitationDonawa et al [47] co-designed a mobile tool for distress management in rural communities, positioning navigation as an integrated support system that addressed emotional, informational, and logistical barriers simultaneously.
“Similarly, Donawa et al [47] co-designed a mobile tool for distress management in rural communities, positioning navigation as an integrated support system that addressed emotional, informational, and logistical barriers simultaneously.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [47] source
The Introduction (This Study; no page supplied) explicitly says the interfaces were designed without co-design, contrary to the claim. The paper describes a mobile distress-assessment tool for rural patients with cancer, but its navigation concerns moving through the survey, not an integrated system addressing emotional, informational, and logistical barriers (Results, Usability Issues; no page supplied). (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe scoping review was conducted following PRISMA-ScR and Joanna Briggs Institute guidance.
“A scoping review was conducted following PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) and Joanna Briggs Institute guidance.”
- Also stated in: § Overview · plain
“This review was guided by the Joanna Briggs Institute methodology [15] for scoping reviews and the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines (Multimedia Appendix 1) [16].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [15] source
The main text (page unavailable) says JBI provides formal guidance for review types and recommends JBI methodology for systematic reviews, supporting the reference to JBI guidance. It mentions a scoping review only as an example of a review it considers rudimentary; it does not discuss PRISMA-ScR or establish that the citing authors’ scoping review followed either framework. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [16] source
- Also stated in: § Overview · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe StressProffen platform illustrates the use of mobile apps to deliver psychosocial support.
“the StressProffen [22] platform illustrates the use of mobile apps to deliver psychosocial support.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [22] source
May combine two claims.
PremisecitationA UCD/HCD approach can help address complexities in cancer care and improve care delivery.
“A UCD/HCD approach, which focuses on understanding user needs, engaging stakeholders, and creating tailored solutions [11], can help address these complexities and improve care delivery [12].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] source
- Rests on an assumption: The digital transformation of navigation programs is often limited by poor usability and inadequate uptake.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationOncoKompas is an app codeveloped with cancer survivors that enables users to monitor their quality of life through patient-reported outcomes and receive automated, personalized feedback and supportive care recommendations.
“OncoKompas [13], an app codeveloped with cancer survivors, enables users to monitor their quality of life through patient-reported outcomes and receive automated, personalized feedback and supportive care recommendations”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [13] source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe MijnAVL platform was iteratively developed with survivor input as a patient-facing web portal to enhance usability and provide accessible educational content.
“the MijnAVL [21] platform was iteratively developed with survivor input as a patient-facing web portal to enhance usability and provide accessible educational content.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [21] source
May combine two claims.
PremisecitationThe CMyLife platform presented by Ector et al. was codeveloped to help patients interpret their own test results and take action across their care journey, reframing navigation as patient empowerment rather than simple wayfinding.
“The CMyLife platform presented by Ector et al [14] was codeveloped to help patients interpret their own test results and take action across their care journey, reframing navigation as patient empowerment rather than simple wayfinding.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [14] source
May combine two claims.
PremisecitationInterventions such as iNNOVBC presented by Mendes-Santos et al. highlighted the underexplored potential of navigation tools to provide psychological support, positioning digital navigation to address care gaps in survivorship.
“interventions such as iNNOVBC presented by Mendes-Santos et al [20] highlighted the underexplored potential of navigation tools to provide psychological support, positioning digital navigation to address care gaps in survivorship.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [20] source
The Results (Feasibility) describe iNNOVBC as an on-demand tool offering tailored psychological support to breast cancer survivors. The Discussion (Principal Findings) says participants thought it could bridge a supportive-care gap across survivorship. But the paper identifies iNNOVBC as a guided internet-delivered therapy program, not a digital patient-navigation tool; its references to navigation concern moving through the program’s interface. The claim’s broader conclusion about navigation tools is therefore not established by this source. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationNavigation programs for patients with cancer improve access and continuity of care.
“Navigation programs for patients with cancer improve access and continuity of care”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [3] source
May combine two claims.
PremisecitationDigital personal health network systems supported chemotherapy patients by enhancing communication with providers and improving care coordination, while usability studies identified needed refinements in data entry and connectivity.
“digital personal health network systems supported chemotherapy patients by enhancing communication with providers and improving care coordination, while usability studies identified needed refinements in data entry and connectivity [9,19].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [9] source
The Discussion > Conclusions (page not provided) says participants believed the PHN could enhance chemotherapy care coordination through better communication and access to information. The Discussion > Principal Results reports internet-connectivity problems and suggested usability improvements, but does not identify data entry as an area needing refinement. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [19] source
The Abstract reports that chemotherapy patients felt more connected to their healthcare team and better equipped to organize care activities; the Discussion reports support for communication and identifies connectivity problems. The Results include difficulty adding an appointment, but the paper describes refinements chiefly to navigation, scheduling, and connectivity—not data entry generally. These are early usability findings, not a demonstrated improvement in care-coordination outcomes. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationUCD/HCD approaches prioritize the needs, preferences, and lived experiences of end users through iterative, participatory design processes that foster usability, engagement, and real-world applicability.
“These approaches prioritize the needs, preferences, and lived experiences of end users (ie, patients, caregivers, and providers) through iterative, participatory design processes that foster usability, engagement, and real-world applicability [13,14].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [13] source
The Introduction (page not provided) describes a participatory, stepwise design process involving cancer survivors and health care professionals: their needs were assessed, and usability feedback led to revisions. This supports the claim’s account of user-informed design and attention to usability and clinical feasibility. The paper does not describe caregiver involvement or establish that these approaches generally foster engagement and real-world applicability. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [14] source
May combine two claims.
FindingcitationCMyLife, developed for individuals with chronic myeloid leukemia, equipped patients with tools to track and interpret their results while aligning design decisions with survivor priorities identified during participatory sessions.
“CMyLife presented by Ector et al [14], developed for individuals with chronic myeloid leukemia, equipped patients with tools to track and interpret their results while aligning design decisions with survivor priorities identified during participatory sessions.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [14] source
May combine two claims.
FindingcitationGlaser et al [38] evaluated the CAPABLE prototype for immunotherapy patients, showing that involving target users improved perceived usefulness and revealed critical symptom-reporting issues that would have gone unnoticed without their participation.
“Glaser et al [38] evaluated the CAPABLE prototype for immunotherapy patients, showing that involving target users improved perceived usefulness and revealed critical symptom–reporting issues that would have gone unnoticed without their participation.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [38] source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationSalako et al [42] concluded that codeveloping and adapting remote symptom monitoring tools with local stakeholders is feasible, with user-centered insights guiding future scale-up.
“The study concluded that codeveloping and adapting these tools with local stakeholders is feasible, with user-centered insights guiding future scale-up.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [42] source
May combine two claims.
FindingcitationSalako et al [42] described 3 approaches from different countries, highlighting delivery models, outcomes, and implementation experiences.
“They described 3 approaches from different countries, highlighting delivery models, outcomes, and implementation experiences.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [42] source
May combine two claims.
FindingcitationMost included studies centered on participation of patients with cancer in UCD/HCD processes, while a smaller subset extended participation to include health care providers, clinicians, caregivers, and navigators.
“Although most included studies centered on participation of patients with cancer in UCD/HCD processes, a smaller but important subset extended participation to include health care providers, clinicians, caregivers, and navigators [40,41].”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
PremisecitationIn the broader digital health literature, many interventions are tested in laboratory- or pilot-type settings, and very few report robust real-world deployment, maintenance, or adoption over time.
“This pattern reflects broader digital health literature, where many interventions are tested in laboratory- or pilot-type settings, very few report robust real-world deployment, maintenance, or adoption over time [52].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [52] source
The Results (Digital Industry and Emergence of Digital Health; pages unavailable) contrast short-cycle user testing with long-term health evaluation, and the Discussion (The Promise of Digital Health) identifies an implementation gap. The paper does not establish that many interventions are tested in laboratory or pilot settings, or that very few report sustained real-world deployment, maintenance, or adoption. (LLM, conf=0.83)
Experimental — accuracy not yet measured
May combine two claims.
FindingcitationStressProffen [22] and CMyLife [14] demonstrated how usability testing can identify challenges with data entry and workflow guidance, which directly informed revisions to interface design and content presentation to improve navigation pathways.
“For example, tools such as StressProffen [22] and CMyLife [14] demonstrated how usability testing can identify challenges with data entry and workflow guidance, which directly informed revisions to interface design and content presentation to improve navigation pathways.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [22] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [14] source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
FindingcitationInteraktor, presented by Langius-Eklöf et al [48], broadened navigation by increasing patients' sense of security and self-reflection, thereby embedding psychosocial support directly into routine symptom monitoring.
“Interaktor, presented by Langius-Eklöf et al [48], also broadened navigation by increasing patients’ sense of security and self-reflection, thereby embedding psychosocial support directly into routine symptom monitoring.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [48] source
May combine two claims.
PremisecitationCaregivers and patient navigators can play pivotal roles in access, treatment timeliness, and continuity of cancer care, while clinician engagement at each iterative stage of UCD/HCD is critical for integration into workflows and sustained adoption.
“Caregivers and patient navigators can play pivotal roles in access, treatment timeliness, and continuity of cancer care, while clinician engagement at each iterative stage of UCD/HCD is critical for integration into workflows and sustained adoption [2,30].”
Quote in the paperSubstantial claim1 of 2 sources checkedMay combine two claims.
Findingown dataAustralia, Iran, Norway, and Taiwan each had 1/36 (2.8%) studies.
“and from Australia, Iran, Norway, and Taiwan (1/36, 2.8% each)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenEngagement was largely patient-only, with minimal involvement of clinicians, navigators, or caregivers.
“Engagement was largely patient-only; minimal involvement of clinicians, navigators, or caregivers.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOf the 192 records screened for inclusion through the primary title and abstract review, 176 records were excluded for failure to meet the eligibility criteria.
“Of the 192 records screened for inclusion through the primary title and abstract review, 176 records were excluded for failure to meet the eligibility criteria.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataBidirectional snowballing of these records resulted in the inclusion of 20 additional articles.
“Bidirectional snowballing of these records resulted in the inclusion of 20 additional articles.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataFindings were organized into four domains: study characteristics, navigation functions and digital modalities, design processes and methods, and UCD/HCD application.
“Findings were organized into 4 domains: study characteristics, navigation functions and digital modalities, design processes and methods, and UCD/HCD application.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAfrica, Germany, and Sweden each had 2/36 (5.6%) studies.
“Fewer studies were conducted in Africa, Germany, and Sweden (2/36, 5.6% each)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFewer included studies addressed pediatric populations (n=3, 8.3%), lung cancer (n=3, 8.3%), or prostate cancer (n=2, 5.6%).
“Fewer addressed pediatric populations (n=3, 8.3%), lung (n=3, 8.3%), or prostate cancer (n=2, 5.6%)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFinancial or insurance navigation, medication support, and transportation or logistics were each reported in 1/36 (2.8%) studies.
“financial or insurance navigation, medication support, and transportation or logistics (1/36, 2.8% each)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMost included studies focused on all adult cancers (n=16, 44.4%) or specifically on breast cancer (n=8, 22.2%).
“Across the 36 included studies, most focused on all adult cancers (n=16, 44.4%) or specifically on breast cancer (n=8, 22.2%).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataSoftware prototypes and telehealth or video tools were each reported in a single study (1/36, 2.8%).
“software prototypes and telehealth or video tools were each reported in a single study (1/36, 2.8%).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataResearcher-led design methods that capture user perspectives were predominant across included studies, while collaborative and participatory approaches were less common.
“In summary, researcher-led design methods that capture user perspectives were predominant across the included studies, while collaborative and participatory approaches were less common.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOverall, UCD/HCD approaches were mostly used in prototyping and evaluation phases, with less frequent attention to early discovery and downstream implementation in cancer navigation.
“Overall, UCD/HCD approaches were mostly used in prototyping and evaluation phases, with less frequent attention to early discovery and downstream implementation in cancer navigation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationPatel et al [44] interviewed 20 caregivers of children with cancer to explore potential design solutions.
“Patel et al [44] interviewed 20 caregivers of children with cancer to explore potential design solutions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] source
May combine two claims.
Findingnone givenLess frequently, studies broadened participation to include caregivers, clinicians, or navigators, or leveraged design methods to reconceptualize navigation itself as a process of information exchange, communication, and coordination.
“Less frequently, studies broadened participation to include caregivers, clinicians, or navigators, or leveraged design methods to reconceptualize navigation itself as a process of information exchange, communication, and coordination.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningOverall, most studies maintained a primary focus on patient perspectives, with fewer addressing the broader system-level context of care delivery, such as organizational workflows, care coordination processes, technological infrastructure, and institutional constraints that shape how navigation services are implemented and sustained.
“Overall, most studies maintained a primary focus on patient perspectives, with fewer addressing the broader system-level context of care delivery, such as organizational workflows, care coordination processes, technological infrastructure, and institutional constraints that shape how navigation services are implemented and sustained.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMost studies reported applying UCD/HCD selectively at 1 or more phases, with considerable variability in timing and depth.
“Rather than following a linear or standardized sequence, most studies reported applying UCD/HCD selectively at 1 or more phases, with considerable variability in timing and depth.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFewer studies applied UCD/HCD approaches to address system-level outcomes, involve multiple stakeholders, or support implementation in real-world settings.
“Fewer studies applied these approaches to address system-level outcomes, involve multiple stakeholders, or support implementation in real-world settings.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNarrow functional range; informational focus was most common.
“Narrow functional range; informational focus was most common.”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationPatel et al [44] identified 4 caregiving coordination technology archetypes at diagnosis and showed how caregivers' preferences evolved over time.
“They identified 4 caregiving coordination technology archetypes at diagnosis and showed how caregivers’ preferences evolved over time.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] source
May combine two claims.
Findingnone givenTools improved patient knowledge and engagement.
“Tools improved patient knowledge and engagement.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPediatric and rare cancers were comparatively underrepresented, as were studies conducted in low- and middle-income settings.
“Pediatric and rare cancers were comparatively underrepresented, as were studies conducted in low- and middle-income settings, despite the substantial coordination demands often present in these contexts.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe current application of UCD/HCD remains narrow, concentrated in adult cancers, high-income settings, and informational functions.
“UCD and HCD approaches have demonstrated value in shaping digital cancer navigation tools that are usable, acceptable, and responsive to patient needs; however, their current application remains narrow, concentrated in adult cancers, high-income settings, and informational functions.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMost studies were conducted in high-income countries and focused on adult cancer populations.
“Moreover, most studies were conducted in high-income countries and focused on adult cancer populations, limiting generalizability to low- and middle-income settings or underrepresented cancer types.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningCurrent tools focus heavily on education and information provision, with limited attention to psychosocial, financial, or logistical barriers.
“Current tools focus heavily on education and information provision, with limited attention to psychosocial, financial, or logistical barriers.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenCaregiver, navigator, and clinician voices remain underrepresented, participatory methods are underused, and outcomes largely privilege usability over system-level effectiveness.
“At the same time, caregiver, navigator, and clinician voices remain underrepresented, participatory methods are underused, and outcomes largely privilege usability over system-level effectiveness.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenOutcomes were dominated by usability and satisfaction, while far fewer studies assessed navigation effectiveness, care coordination, or clinical use.
“Correspondingly, outcomes were dominated by usability and satisfaction, while far fewer studies assessed navigation effectiveness, care coordination, or clinical use.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenTwo reviewers independently screened records and charted data.
“Two reviewers independently screened records and charted data on context, target users, functions, tool modality, design phase, methods, and outcomes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenDuplicates were removed automatically and confirmed manually.
“Duplicates were removed automatically and confirmed manually.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe distribution of cancer types reflects a strong emphasis in the current literature on adult and breast cancer contexts, with limited representation of other cancer types and life stages.
“This distribution reflects a strong emphasis in the current literature on adult and breast cancer contexts, with limited representation of other cancer types and life stages.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataSeven databases were searched for English-language articles published between January 2015 and July 2025.
“A total of 7 databases (PubMed/MEDLINE, Scopus, IEEE Xplore, Web of Science, Embase, ACM Digital Library, and CINAHL) were searched for English-language articles published between January 2015 and July 2025.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenTwo reviewers independently recorded data, and discrepancies were reconciled by consensus.
“Two reviewers (SK and BMW) independently recorded bibliographic details (author, year, country, and journal), study design and methods, participant characteristics (cancer type, age range, and navigator role), digital tool attributes (platform, functionality, and stage of deployment), UCD/HCD activities undertaken, navigation tasks supported, and reported outcomes (usability measures, patient eng”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenStudies meeting the inclusion criteria were advanced to the full-text review stage, where the same dual-review procedure was applied.
“Studies meeting the inclusion criteria were advanced to the full-text review stage, where the same dual-review procedure was applied.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe results show a predominant focus on education, system navigation, and communication functions, with limited attention to supportive services, financial or logistical navigation, and peer interaction.
“These results show a predominant focus on education, system navigation, and communication functions, with limited attention to supportive services, financial or logistical navigation, and peer interaction.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningParticipatory methods were underused, limiting innovation and sustainability.
“Participatory methods underused, limiting innovation and sustainability.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFindings were synthesized descriptively and thematically.
“Findings were synthesized descriptively and thematically.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenTwo reviewers independently screened titles and abstracts to assess relevance to the eligibility criteria; disagreements were resolved through discussion, with a third reviewer available for arbitration if needed.
“Two reviewers (SK and BMW) independently screened titles and abstracts to assess relevance to the eligibility criteria; disagreements were resolved through discussion, with a third reviewer available for arbitration if needed.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataFindings reveal a strong emphasis on usability and user satisfaction in cancer navigation tools, illustrating how UCD/HCD has been applied primarily to ensure tools are acceptable and easy to use, rather than to measure their long-term effectiveness or system-level impact.
“These findings reveal a strong emphasis on usability and user satisfaction in cancer navigation tools, illustrating how UCD/HCD has been applied primarily to ensure tools are acceptable and easy to use, rather than to measure their long-term effectiveness or system-level impact.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningOpportunities to integrate financial, transportation, and emotional-support features remain.
“Opportunities to integrate financial, transportation, and emotional-support features remain.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTools were perceived as usable but with limited real-world evidence of improved care continuity.
“Tools perceived as usable but with limited real-world evidence of improved care continuity.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningUCD reframes navigation as multidimensional (communication, coordination, and empowerment).
“UCD reframes navigation as multidimensional (communication, coordination, and empowerment).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationStrong emphasis on patient perspectives reflects the value of empathy and coproduction, which are central principles of UCD/HCD.
“This strong emphasis on patient perspectives reflects the value of empathy and coproduction, which are central principles of UCD/HCD as shown by Hou et al [36] and Womack et al [31].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Hou et al [36]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Womack et al [31]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Study design and conductreasoningNo formal quality appraisal was conducted, in keeping with scoping review methodology.
“Although descriptive and thematic analysis revealed important patterns, no formal quality appraisal was conducted, in keeping with scoping review methodology.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationPairing implementation outcomes with theory-informed, causally grounded evaluation approaches can help assess not only acceptability, but whether proposed mechanisms (eg, improved coordination leading to fewer delays) are supported by observed data rather than usability proxies alone.
“Pairing implementation outcomes with theory-informed, causally grounded evaluation approaches can help assess not only acceptability, but whether proposed mechanisms (eg, improved coordination leading to fewer delays) are supported by observed data rather than usability proxies alone [58].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] source
May combine two claims.
InterpretationreasoningInsufficient integration of UCD/HCD across the design-to-implementation continuum can undermine investments in digital oncology infrastructure, limit scalability, and hinder equitable access to effective navigation technologies.
“These observations and gaps carry important public health policy implications, as insufficient integration of UCD/HCD across the design-to-implementation continuum can undermine investments in digital oncology infrastructure, limit scalability, and hinder equitable access to effective navigation technologies.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningUCD/HCD approaches may contribute to broadening the conceptualization of navigation from wayfinding toward communication, coordination, and empowerment.
“Finally, UCD/HCD approaches may contribute to broadening the conceptualization of navigation from wayfinding toward communication, coordination, and empowerment.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe dual-review process enhanced rigor.
“While the dual-review process enhanced rigor, inclusion criteria required explicit mention of UCD or HCD, which may have excluded studies using participatory approaches under different terminology.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenA comprehensive search strategy was applied across 7 major databases, combining controlled vocabulary and free-text terms to capture diverse design approaches and navigation functions.
“A comprehensive search strategy was applied across 7 major databases, combining controlled vocabulary and free-text terms to capture diverse design approaches and navigation functions.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductnone givenThe review was limited to English-language publications between 2015 and 2025, potentially excluding relevant studies in other languages or earlier foundational work.
“Despite the breadth of databases searched, the review was limited to English-language publications between 2015 and 2025, potentially excluding relevant studies in other languages or earlier foundational work.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The extent to which UCD/HCD methods are used and evaluated in oncology navigation tools remains unclear.
“the extent to which such design methods are used and evaluated in oncology navigation tools remains unclear”
The paper relies on this without support.
The digital transformation of navigation programs is often limited by poor usability and inadequate uptake.
“their digital transformation is often limited by poor usability and inadequate uptake”
The paper relies on this without support.
Many digital tools fail to simultaneously meet the needs of patients and care teams due to poor design, low usability, and a lack of user engagement.
“However, many digital tools fail to simultaneously meet the needs of patients and care teams due to poor design, low usability, and a lack of user engagement.”
The paper relies on this without support.
Patients often disengage from apps that are not intuitive.
“Patients often disengage from apps that are not intuitive”
The paper relies on this without support.
Care navigators may find systems incompatible with clinical workflows.
“care navigators may find systems incompatible with clinical workflows”
The paper relies on this without support.
In low- and middle-income settings, cancer care often involves substantial coordination demands.
“despite the substantial coordination demands often present in these contexts”
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.
Table ranks surveys among the most-used methods contrary to the results
MinorTable 1 says interviews and surveys were the most frequently used methods. The results instead rank usability testing second at 16 studies and report surveys in only 8.
“Interviews and surveys were most frequently used, few participatory or co-design workshops.”
“Interviews were the most frequently used approach (25/36, 69.4%), followed by usability testing (16/36, 44.4%). End-user feedback sessions and surveys were reported in 22.2% (8/36) of studies”
Caregiver study count conflicts with "just 2 studies"
MinorThe sentence reports that caregivers were considered in 6 studies, but then says caregivers and patient navigators were considered in just 2 studies. The latter count matches patient navigators, not caregivers.
“caregivers (6/36, 16.7%)”
“and patient navigators (2/36, 5.6%) were considered in just 2 studies.”
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“Digital health broadly refers to the use of information and communication technologies to support health care delivery, including web-based platforms, mobile apps, telehealth systems, remote monitoring tools, and data-driven decision support technologies [6].”
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“Given ever-aging and evolving populations, the intricate nature of cancer care can pose significant challenges to patients and those caring for them [2].”
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“This pattern reflects broader digital health literature, where many interventions are tested in laboratory-or pilot-type settings, very few report robust real-world deployment, maintenance, or adoption over time [52].”
Feasibility of an eHealth application “OncoKompas” to improve personalized survivorship cancer care
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“Tools such as OncoKompas [13] and MijnAVL [21] exemplify this approach, with cancer survivors directly involved in iterative prototype testing to refine content, navigation features, and overall functionality.”
InfluentialHou, I., Lan, M.-F., Shen, S.-H., Tsai, P. Y., Chang, K., Tai, H., Tsai, A.-J., Chang, P., Wang, T., Sheu, S., et al. (2019) · JMIR mhealth and uhealth · doi:10.2196/15780 · Cited by 85 · cited 1× · see citing works
“This strong emphasis on patient perspectives reflects the value of empathy and coproduction, which are central principles of UCD/HCD as shown by Hou et al [36] and Womack et al [31].”
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“Although most included studies centered on participation of patients with cancer in UCD/HCD processes, a smaller but important subset extended participation to include health care providers, clinicians, caregivers, and navigators [40,41].”
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“For instance, StressProffen [22] and Enable [32] demonstrated high usability and satisfaction among survivors, underscoring the success of iterative, user-centered refinements.”
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A Mobile Breast Cancer Survivorship Care App: Pilot Study
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Design of a Culturally-Informed Virtual Human for Educating Hispanic Women about Cervical Cancer
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“For example, Mendu et al [18] created and tested a culturally tailored virtual patient educator for Hispanic women to improve cervical cancer and human papillomavirus education using an iterative, UCD.”
Aronoff-Spencer, E., McComsey, M., Chih, M.-Y., Hubenko, A., Baker, C., Kim, J., Ahern, D. K., Gibbons, M. C., Cafazzo, J. A., Nyakairu, P., et al. (2022) · Journal of Medical Internet Research · doi:10.2196/29492 · Cited by 27 · cited 1× · see citing works
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O'Malley, D. M., Davis, S. N., Devine, K. A., Sullivan, B., Bator, A., Clemow, L., Ferrante, J. M., Findley, P. A., Miller, S. M., & Hudson, S. V. (2020) · Psycho-Oncology · doi:10.1002/pon.5222 · Cited by 25 · cited 1× · see citing works
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Morse, R. S., Lambden, K., Quinn, E., Ngoma, T., Mushi, B., Ho, Y. X., Ngoma, M., Mahuna, H., Sagan, S. B., Mmari, J., et al. (2021) · JMIR Cancer · doi:10.2196/24062 · Cited by 25 · cited 1× · see citing works
“Similarly, Morse et al [35] designed, developed, and tested mPCL, a human-centered mobile and web application that supports outpatient palliative symptom assessment, care coordination, and pain control among Tanzanian patients with cancer by connecting patients, caregivers, local health workers,…”
Health Intervention Evaluation Using Semantic Explainability and Causal Reasoning
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Self-citationTuominen, L., Leino-Kilpi, H., Poraharju, J., Cabutto, D., Carrion, C., Lehtiö, L., Moretó, S., Stolt, M., Sulosaari, V., & Virtanen, H. (2024) · Supportive Care in Cancer · doi:10.1007/s00520-024-08545-9 · Cited by 20 · cited 1× · see citing works
“These functions may improve self-efficacy and patient activation [49], but they may be insufficient for addressing the psychosocial, financial, or logistical barriers that many patients face [50].”
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Anders, C., Moorthy, P., Svensson, L., Müller, J., Heinze, O., Knaup, P., Wallwiener, M., Deutsch, T. M., Le, T.-V., & Weinert, L. (2024) · JMIR Human Factors · doi:10.2196/50926 · Cited by 17 · cited 2× · see citing works
“For instance, StressProffen [22] and Enable [32] demonstrated high usability and satisfaction among survivors, underscoring the success of iterative, user-centered refinements.”
Nikkhah, S., Rode, A. U., Mittal, P., Kulkarni, N. K., Nadkarni, S., Mueller, E. L., & Miller, A. D. (2022) · Companion Publication of the 2022 Conference on Computer Supported Cooperative Work and Social Computing · doi:10.1145/3500868.3559466 · Cited by 16 · cited 2× · see citing works
“For example, Nikkhah et al [30] applied role theory to understand how parents act as caregiving teams in children’s hospitals, emphasizing the need for design features that support coordination and shared responsibilities.”
Salako, O., Enyi, A., Miesfeldt, S., Kabukye, J. K., Ngoma, M., Namisango, E., LeBaron, V., Sisimayi, C., Ebenso, B., Lorenz, K. A., et al. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20247190 · Cited by 15 · cited 1× · see citing works
“For example, Salako et al [42] brought together researchers, clinicians, and technology developers to review remote symptom monitoring for palliative cancer care in Africa.”
Ngo, V., Matsumoto, C. G., Joseph, J. G., Bell, J. F., Bold, R. J., Davis, A., Reed, S. C., & Kim, K. K. (2020) · JMIR mHealth and uHealth · doi:10.2196/16527 · Cited by 14 · cited 3× · see citing works
“Similarly, digital personal health network systems supported chemotherapy patients by enhancing communication with providers and improving care coordination, while usability studies identified needed refinements in data entry and connectivity [9,19].”
Ankrah, E. A., Bhattacharya, A., Donjuan, L., Cibrian, F. L., Torno, L. R., Olson, A. R., Milam, J. E., & Hayes, G. R. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517544 · Cited by 13 · cited 1× · see citing works
“…supporting patients with breast cancer and explored how an mHealth app could help improve their care delivery and coordination, Ankrah et al [24] interviewed childhood cancer survivors and caregivers to explore survivorship experiences and offered sociotechnical design insights to better…”
Sleiman, M. M., Yockel, M. R., Fleischmann, A., Silber, E., Liu, M., Young, O., Arumani, S., & Tercyak, K. P. (2024) · Journal of Psychosocial Oncology Research and Practice · doi:10.1097/or9.0000000000000128 · Cited by 13 · cited 2× · see citing works
“Community-based patient navigation programs provide personalized support to patients, families, and caregivers across the cancer care continuum [3,4].”
Messina, A., Annoni, A. M., Amati, R., Bano, B., Franscella, G., Albanese, E., & Fiordelli, M. (2024) · Internet Interventions · doi:10.1016/j.invent.2024.100799 · Cited by 13 · see citing works
Lau, G., & Loiselle, C. G. (2018) · Canadian Oncology Nursing Journal · doi:10.5737/23688076282118124 · Cited by 12 · cited 1× · see citing works
“…caregivers to explore survivorship experiences and offered sociotechnical design insights to better support young survivors, and Lau and Loiselle [25] examined oncology nurses’ views of an evidence-based eHealth tool, highlighting that incorporating their perspectives makes eHealth tools…”
Womack, D. M., Kennedy, R., Chamberlin, S. R., Rademacher, A., & Sliney, C. D. (2021) · Patient Education and Counseling · doi:10.1016/j.pec.2021.11.018 · Cited by 12 · cited 2× · see citing works
“As another example, Womack et al [31] engaged patients in conceptualizing clinic processes and digital health tools aimed at raising awareness and supporting education on integrative oncology services.”
Voorheis, P., Wong, J. V., Lazarevic, N., Imtiaz, B., Bhuiya, A. R., & Gray, C. S. (2025) · Journal of Diabetes Science and Technology · doi:10.1177/19322968251334396 · Cited by 12 · cited 1× · see citing works
“Co-design workshops and multistakeholder field trials during implementation could then test how tools integrate into routine care, adapt across cancer contexts, and endure beyond pilots into real-world applications [54-57].”
Ho, Y. X., Morse, R. S., Lambden, K., Mushi, B. P., Ngoma, M., Mahuna, H., Ngoma, T., & Miesfeldt, S. (2022) · Applied Clinical Informatics · doi:10.1055/s-0042-1758223 · Cited by 10 · cited 6× · see citing works
“As an illustrative scenario, in a pediatric oncology ward in sub-Saharan Africa, co-design workshops with caregivers could reveal the daily burdens of medication access and transportation [23].”
InfluentialGeerts, P. A. F., Eijsink, J. F. H., Moser, A., ter Horst, P. G. J., Boersma, C., & Postma, M. J. (2023) · Pilot and Feasibility Studies · doi:10.1186/s40814-023-01307-0 · Cited by 10 · cited 1× · see citing works
“Toward this direction, Geerts et al [34] developed and evaluated MM E-Coach , a patient-centered eHealth application designed to support patients with multiple myeloma and health care professionals by improving treatment management, usability, and communication through an iterative, user-and…”
Iott, B., Caverly, T., Fishstrom, A., King, D., Meng, G., & Flynn, A. (2019) · Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare · doi:10.1145/3329189.3329198 · Cited by 9 · cited 1× · see citing works
“Although most included studies centered on participation of patients with cancer in UCD/HCD processes, a smaller but important subset extended participation to include health care providers, clinicians, caregivers, and navigators [40,41].”
Donawa, A., Powell, C., Wang, R., Chih, M.-Y., Patel, R., Zinner, R., Aronoff-Spencer, E., & Baker, C. E. (2024) · JMIR Formative Research · doi:10.2196/57801 · Cited by 8 · cited 1× · see citing works
“Similarly, Donawa et al [47] co-designed a mobile tool for distress management in rural communities, positioning navigation as an integrated support system that addressed emotional, informational, and logistical barriers simultaneously.”
A Personal Health Network for Chemotherapy Care Coordination: Evaluation of Usability Among Patients
Kim Katherine, K., Bell Janice, F., Richard, B., Andra, D., Victoria, N., Reed Sarah, C., & Joseph Jill, G. (2016) · Studies in Health Technology and Informatics · doi:10.3233/978-1-61499-658-3-232 · Cited by 7 · cited 1× · see citing works
“Similarly, digital personal health network systems supported chemotherapy patients by enhancing communication with providers and improving care coordination, while usability studies identified needed refinements in data entry and connectivity [9,19].”
Carr, A. L., Vinod, N., Farha, P., Lu, T., Farha, M. J., & Graves, K. D. (2023) · PEC Innovation · doi:10.1016/j.pecinn.2023.100226 · Cited by 6 · cited 2× · see citing works
“As examples in early discovery, Carr et al [12] examined barriers in the workflows of patient navigators supporting patients with breast cancer and explored how an mHealth app could help improve their care delivery and coordination, Ankrah et al [24] interviewed childhood cancer survivors and…”
Nabelsi, V., & Plouffe, V. (2024) · JMIR Formative Research · doi:10.2196/60222 · Cited by 5 · cited 2× · see citing works
“Studies such as Mittal et al [27] and Nabelsi and Plouffe [28] demonstrated that user feedback during implementation revealed system-level challenges, including training needs and resource constraints.”
Glaser, S. L. C., Fraterman, I., van Brummelen, N., Tibollo, V., Del Campo, L. M., Mallo, H., Wilgenhof, S., Wilk, S., Gisko, V., Khadakou, V., et al. (2025) · JMIR Formative Research · doi:10.2196/57659 · Cited by 5 · cited 1× · see citing works
“In line with these findings, Glaser et al [38] evaluated the CAPABLE prototype for immunotherapy patients, showing that involving target users improved perceived usefulness and revealed critical symptom–reporting issues that would have gone unnoticed without their participation.”
Patel, S., Nikkhah, S., Nadkarni, S., Suryawanshi, P., Sureddi, R., Bhoyar, M., Kulkarni, P., Jogadia, D. D., Shimala, S., Harishchandrakar, A. V., et al. (2024) · Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing · doi:10.1145/3678884.3681901 · Cited by 4 · cited 1× · see citing works
“Patel et al [44] interviewed 20 caregivers of children with cancer to explore potential design solutions.”
Mittal, A., Jones, T. E., Karkar, R., Suh, J., Williams, S., Zheng, Y., Andris, L., Bates, N. E., Bauer, A. M., Lostutter, T. W., et al. (2025) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3711060 · Cited by 4 · cited 2× · see citing works
“Mittal et al [27] also designed and deployed SCOPE , a platform for technology-enhanced collaborative care combining a patient-facing mobile app with a provider-facing registry.”
Schadewaldt, V., O’Brien, T., Kalla, M., Krishnasamy, M., Burns, K., Bray, S. C. E., Gilbert, C. A., Lourenço, R. D. A., Thomas, J., Daniel Capurro, N., et al. (2025) · Digital Health · doi:10.1177/20552076251316713 · Cited by 3 · cited 1× · see citing works
“Schadewaldt et al [37] also suggested that applying evidence and stakeholder input through a UCD/HCD approach can inform implementation strategies that reduce the risk of digital health failure.”
Dau, H., Kassam, F., Payne, B. A., Miller, H., & Ogilvie, G. (2025) · PLOS Digital Health · doi:10.1371/journal.pdig.0000609 · Cited by 2 · see citing works
Jallow, F., Orbegozo, A. M., Caruhapoma, M. D. C., et al. (2023) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1538-7755.asgcr23-abstract-28 · Cited by 1 · cited 1× · see citing works
“Co-design workshops and multistakeholder field trials during implementation could then test how tools integrate into routine care, adapt across cancer contexts, and endure beyond pilots into real-world applications [54-57].”
Carrera, P., Elias, O., Zhang, R., Norajitra, T., Goncalves, A., & Maier-Hein, K. (2025) · doi:10.1101/2025.04.29.25326679 · Cited by 1 · cited 1× · see citing works
“Similarly, an iterative development process of a cancer prevention web application by Carrera et al [45] and the prevention-focused web application described by Anders et al [32] incorporated repeated cycles of feedback that shaped tutorials and interactive features, supporting its potential to…”
Integrating Digital Health into Oncology: A Comprehensive ReviewPreprint
Monjarás-Ávila, C. U., Blakaj, D. M., Hu, K. S., Yamoah, K., Gámez, E. P., Comas‐García, A., Portales, C., Juarez, P., Mejia, D. C., Hoffe, S., et al. (2026) · Preprints.org · doi:10.20944/preprints202601.0502.v1 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Anderson, NS, 1986, User Centered System Design: New Perspectives on Human-Computer Interaction
- Covidence systematic review softwareVeritas Health Innovation2026-04-08https://www.covidence.org/
- Authors
- Kheirinejad, S., White, B. M., Kheirkhah Rahimabad, P., Zink, J. A., Hashtarkhani, S., Kumsa, F. A., Rashid, R., Chinthala, L., Brett, C. L., Davis, R. L., Schwartz, D. L., & Shaban-Nejad, A.
- Affiliations
- University of Tennessee Health Science Center (US)
- University of Tennessee at Knoxville (US)
- ORCID
- Venue
- JMIR Human Factors
- Publisher
- JMIR Publications Inc.
- Published
- 2026-04-29
- Volume
- 13
- Pages
- e87686
- ISSN
- 2292-9495 (ISSN-L)
- PMC
- PMC13173087
- OpenAlex
- W7158761560
- Semantic Scholar
- 7742ad65086abffe909816b1545272e5c48cad6d
- Cited by
- 0
- References
- 53
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR Human Factors (publishedVersion, cc-by)
- PubMed (publishedVersion)
- arXiv (Cornell University) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- PubMed Central (submittedVersion, cc-by)
- arXiv (Cornell University) (cc-by)
- Topics
- Physical Sciences › Computer Science › Human-Computer Interaction › Usability and User Interface Design
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
- Keywords
- digital health tools, mobile health, user-centered design, human-centered design, usability, participatory design, iterative prototyping, usability testing, stakeholder engagement, implementation evaluation
- MeSH terms
- User-Centered Design, Digital Health, Humans, Medical Oncology, Neoplasms, Patient Navigation
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 2026-10-23.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-23.
Cited sources are checked by gpt-6-sol.
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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