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- research-articleMay 2024
Promoting Engagement in Remote Patient Monitoring Using Asynchronous Messaging
- Salaar Liaqat,
- Daniyal Liaqat,
- Tatiana Son,
- Tiago Falk,
- Robert Wu,
- Andrea S. Gershon,
- Eyal De Lara,
- Alex Mariakakis
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 241, Pages 1–18https://doi.org/10.1145/3613904.3642630Remote patient monitoring is becoming increasingly instrumental to healthcare delivery but can substantially hamper the interpersonal communication that underlies standard clinical practice. In this work, we explore the benefits imparted to patients, ...
- research-articleMay 2024Honorable Mention
Investigating Why Clinicians Deviate from Standards of Care: Liberating Patients from Mechanical Ventilation in the ICU
- Nur Yildirim,
- Susanna Zlotnikov,
- Aradhana Venkat,
- Gursimran Chawla,
- Jennifer Kim,
- Leigh A. Bukowski,
- Jeremy M. Kahn,
- James Mccann,
- John Zimmerman
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 455, Pages 1–15https://doi.org/10.1145/3613904.3641982Clinical practice guidelines, care pathways, and protocols are designed to support evidence-based practices for clinicians; however, their adoption remains a challenge. We set out to investigate why clinicians deviate from the “Wake Up and Breathe” ...
- ArticleJuly 2023
Multi-stakeholder Approach for Designing an AI Model to Predict Treatment Adherence
- Beatriz Merino-Barbancho,
- Peña Arroyo,
- Miguel Rujas,
- Ana Cipric,
- Nicholas Ciccone,
- Francisco Lupiáñez-Villanueva,
- Ana Roca-Umbert Würth,
- Frans Folkvord,
- María Fernanda Cabrera,
- María Teresa Arredondo,
- Giuseppe Fico
Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk ManagementPages 260–271https://doi.org/10.1007/978-3-031-35748-0_19AbstractArtificial intelligence (AI) can transform healthcare by improving treatment outcomes and reducing associated costs. AI is increasingly being adopted in healthcare. In this regard, one area where AI can have a significant impact is in improving ...
- research-articleJanuary 2023
Addressing resistance to adopting relevant health promotion recommendations with strategic health communication
Information Services and Use (INSU), Volume 43, Issue 2Pages 131–142https://doi.org/10.3233/ISU-230187Health promotion is a complex communication process that involves identifying and recommending adoption of the best available evidence-based guidelines for addressing the most dangerous health risks confronting modern society. Despite the steady ...
- research-articleApril 2022
A State-Based Medication Routine Framework
CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing SystemsArticle No.: 353, Pages 1–16https://doi.org/10.1145/3491102.3517519Forgetfulness is a primary factor of medication nonadherence, a problem that contributes to worse health outcomes and increased mortality among people with chronic conditions. Common strategies to address forgetfulness, such as timed reminders, have ...
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- research-articleFebruary 2022
The Effects of Personalized Feedback on Participation and Reporting in Mobile App Data Collection
Social Science Computer Review (SSCR), Volume 40, Issue 1Pages 165–178https://doi.org/10.1177/0894439320914261Offering participants in mobile app studies personalized feedback on the data they report seems an obvious thing to do: Participants might expect an app to provide feedback given their experiences with commercial apps, feedback might motivate more people ...
- research-articleSeptember 2021
Participants’ Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers
UbiComp/ISWC '21 Adjunct: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable ComputersPages 528–531https://doi.org/10.1145/3460418.3479367While diary studies, especially when applying ecological momentary assessment (EMA), are a great way to capture self perceptions to later use as labels for other data, they can be a burden for study participants. To increase their adherence to the ...
- research-articleMay 2021
Serious Snacking: A Survival Analysis of how Snacking Mechanics Affect Attrition in a Mobile Serious Game
- Dmitry Alexandrovsky,
- Maximilian Achim Friehs,
- Jendrik Grittner,
- Susanne Putze,
- Max V. Birk,
- Rainer Malaka,
- Regan L Mandryk
CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing SystemsArticle No.: 113, Pages 1–18https://doi.org/10.1145/3411764.3445689Many serious games are most effective when played regularly; however, little is known about how individual game elements support player adherence over time. This work draws on evidence from existing frameworks and game design theories as well as from ...
- research-articleMarch 2021
Determinants of Longitudinal Adherence in Smartphone-Based Self-Tracking for Chronic Health Conditions: Evidence from Axial Spondyloarthritis
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 5, Issue 1Article No.: 16, Pages 1–24https://doi.org/10.1145/3448093The use of interactive mobile and wearable technologies for understanding and managing health conditions is a growing area of interest for patients, health professionals and researchers. Self-tracking technologies such as smartphone apps and wearable ...
- short-paperDecember 2020
Measuring and Fostering Engagement with Mental Health e-Coaches
- Zoraida Callejas,
- David Griol,
- Kawtar Benghazi,
- Manuel Noguera,
- Gerard Chollet,
- María Inés Torres,
- Anna Esposito
ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal InteractionPages 275–279https://doi.org/10.1145/3395035.3425316Mental health e-coaches and technology-delivered services are showing considerable benefits to foster mental health literacy, monitor symptoms, favour self-management of different mental health conditions and scaffold positive behaviours. However, ...
- research-articleOctober 2019
Game Dynamics that Support Snacking, not Feasting
CHI PLAY '19: Proceedings of the Annual Symposium on Computer-Human Interaction in PlayPages 573–588https://doi.org/10.1145/3311350.3347151Player experience research tends to focus on immersive games that draw us into a single play session for hours; however, for casual games played on mobile devices, a pattern of brief daily interaction---called snacking ---may be most profitable for ...
- research-articleMay 2019
Designing a system with persuasive communication to improve diet compliance for elderly users
PervasiveHealth'19: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for HealthcarePages 234–241https://doi.org/10.1145/3329189.3329217This paper introduces a system with persuasive communication to improve the diet compliance and adherence of participants of the PROMISS-project. For this persuasive communication different strategies and ways of personalisation are used, in accordance ...
- research-articleMay 2019
What 30 Days Tells Us About 3 Years: Identifying Early Signs of User Abandonment and Non-Adherence
PervasiveHealth'19: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for HealthcarePages 216–224https://doi.org/10.1145/3329189.3329196The ubiquity of wearable fitness trackers offers extensive opportunities for research on personal health. However, barriers specific to these trackers such as device abandonment and non-adherence often lead to substantial losses in data. As such, ...
- research-articleDecember 2018
Is More Always Better?: Discovering Incentivized mHealth Intervention Engagement Related to Health Behavior Trends
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 2, Issue 4Article No.: 153, Pages 1–26https://doi.org/10.1145/3287031Behavioral medicine is devoting increasing attention to the topic of participant engagement and its role in effective mobile health (mHealth) behavioral interventions. Several definitions of the term "engagement" have been proposed and discussed, ...
- ArticleMay 2018
Designing a Mobile Recommender System for Treatment Adherence Improvement among Hypertensives
FRUCT'22: Proceedings of the 22st Conference of Open Innovations Association FRUCTArticle No.: 40, Pages 290–296Impelling the ambulatory hypertensive patients to stick to the prescribed treatment throughout a long term is a challenging problem. To address the problem, the personal monitoring system can be used providing the possibility both to gather various ...
- research-articleMay 2018
Patient Acceptance of Blood Pressure Self-Measurement Equipment using Context-Aware Patient Guidance
PervasiveHealth '18: Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for HealthcarePages 318–326https://doi.org/10.1145/3240925.3240963Background: Hypertensive disease and preeclampsia are serious medical disorders affecting pregnancy. Screening in early pregnancy may identify women at risk and enable prophylactic treatment. Accurate blood pressure (BP) measurement at the hospital ...
- research-articleMarch 2018
Defining Adherence: Making Sense of Physical Activity Tracker Data
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 2, Issue 1Article No.: 37, Pages 1–22https://doi.org/10.1145/3191769Increasingly, people are collecting detailed personal activity data from commercial trackers. Such data should be able to give important insights about their activity levels. However, people do not wear or carry tracking devices all day, every day and ...
- abstractMay 2017
Exploring the Effects of Strategy and Arousal of Cueing in Computer-Human Persuasion
CHI EA '17: Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing SystemsPages 2276–2283https://doi.org/10.1145/3027063.3053122In this paper, we explore how different strategy (explicit vs. implicit) and arousal (high vs. low) of cueing influence the process of Computer-Human Persuasion. In particular, we study the impact of various combinations of text-based reminder and screen ...
- extended-abstractSeptember 2016
Towards successful self-management and empowerment for COPD patients
MobileHCI '16: Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services AdjunctPages 1101–1104https://doi.org/10.1145/2957265.2965010People suffering from Chronic Obstructive Pulmonary Disease (COPD) have to deal with the disease throughout their lifetime and there is no getting around without a successful self-management process. However, a poor adherence to COPD treatment is common ...
- research-articleMay 2016
Towards future reliable pervasive healthcare with adherence strategy engineering
Despite more than a decade with a focus on creating technical solutions for supporting self-care efforts and securing increased patient autonomy, data quality remains to be a challenge, especially when moving from the supervised clinical setting and ...