Common Barriers to the Use of Patient-Generated Data Across Clinical Settings
Peter West,Max Van Kleek,Richard Giordano,Mark J. Weal,Nigel Shadbolt +4 more
- 21 Apr 2018
- pp 484
TL;DR: This paper identifies common barriers in a six-stage workflow model of aligning patient and clinician objectives, judging data quality, evaluating data utility, rearranging data into a clinical format, interpreting data, and deciding on a plan or action to using patient-generated data.
read more
Abstract: Patient-generated data, such as data from wearable fitness trackers and smartphone apps, are viewed as a valuable information source towards personalised healthcare. However, studies in specific clinical settings have revealed diverse barriers to their effective use. In this paper, we address the following question: are there barriers prevalent across distinct workflows in clinical settings to using patient-generated data? We conducted a two-part investigation: a literature review of studies identifying such barriers; and interviews with clinical specialists across multiple roles, including emergency care, cardiology, mental health, and general practice. We identify common barriers in a six-stage workflow model of aligning patient and clinician objectives, judging data quality, evaluating data utility, rearranging data into a clinical format, interpreting data, and deciding on a plan or action. This workflow establishes common ground for HCI practitioners and researchers to explore solutions to improving the use of patient-generated data in clinical practices.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
•Posted Content
Shared Decision-making in the Medical Encounter: What Does It Mean? (Or, It Takes at Least Two to Tango)
TL;DR: In this paper, the authors provide greater conceptual clarity about shared treatment decision-making, identify some key characteristics of this model, and discuss measurement issues, as well as potential benefits of a shared decision making model for both physicians and patients.
2.3K
Identifying and Planning for Individualized Change: Patient-Provider Collaboration Using Lightweight Food Diaries in Healthy Eating and Irritable Bowel Syndrome
Chia-Fang Chung,Qiaosi Wang,Jessica Schroeder,Allison M. Cole,Jasmine Zia,James Fogarty,Sean A. Munson +6 more
- 29 Mar 2019
TL;DR: Design principles are contributed to prepare individuals to collect data relevant to their health goals and for collaboration, help health experts focus on an individual's eating context, experiences, and goals in collaborative review, and support individuals and experts to develop individualized, actionable plans and strategies.
84
Examining Opportunities for Goal-Directed Self-Tracking to Support Chronic Condition Management
Jessica Schroeder,Ravi Karkar,Natalia Murinova,James Fogarty,Sean A. Munson +4 more
- 11 Dec 2019
TL;DR: This paper creates a paper prototype to explore whether and how goal-directed self-tracking could address current disconnects between the goals people have for data in their chronic condition management and the tools they use to support such goals.
A qualitative study of chronic obstructive pulmonary disease patient perceptions of the barriers and facilitators to adopting digital health technology
Patrick Slevin,Threase Kessie,John Cullen,Marcus W. Butler,Seamas C. Donnelly,Brian Caulfield +5 more
- 25 Aug 2019
TL;DR: These perceived barriers and facilitators to the adoption of DHT in COPD patients represent a set of key considerations for researchers and clinicians to inform the design of patient-centred study protocols that aim to account for the needs and preferences of patients.
Mobile and Wearable Sensing Frameworks for mHealth Studies and Applications: A Systematic Review
Devender Kumar,Steven Jeuris,Jakob E. Bardram,Nicola Dragoni +3 more
- 30 Dec 2020
TL;DR: In this paper, the authors provide an overview of the state-of-the-art of health-focused generic mobile and wearable sensing frameworks, including functional and non-functional features of existing frameworks, the health studies they were used in, and the stakeholders they support.
35
References
•Book
Researching Lived Experience: Human Science for an Action Sensitive Pedagogy
Max van Manen
- 01 Jan 1990
TL;DR: In this paper, the Hermeneutic Phenomenology of human science research has been studied in the context of personal experience as a starting point to understand the nature of human experience.
14.1K
The Practice of Social Research.
TL;DR: The Ethics and Politics of Social Research as mentioned in this paper is a collection of articles on the subject of human inquiry and science, with a focus on the formalization, operationalization, and measurement of research design.
9.3K
Atrial fibrillation as an independent risk factor for stroke: the Framingham Study.
TL;DR: The data suggest that the elderly are particularly vulnerable to stroke when atrial fibrillation is present, and the effects of hypertension, coronary heart disease, and cardiac failure on the risk of stroke became progressively weaker with increasing age.
7.5K
Prevalence of diagnosed atrial fibrillation in adults: national implications for rhythm management and stroke prevention: the AnTicoagulation and Risk Factors in Atrial Fibrillation (ATRIA) Study.
Alan S. Go,Elaine M. Hylek,Kathleen A. Phillips,Yuchiao Chang,Lori E. Henault,Joe V. Selby,Daniel E. Singer +6 more
TL;DR: It is confirmed that atrial fibrillation is common among older adults and provides a contemporary basis for estimates of prevalence in the United States.
6.6K
Shared decision-making in the medical encounter: What does it mean? (or it takes at least two to tango)
TL;DR: This paper attempts to provide greater conceptual clarity about shared treatment decision-making, identify some key characteristics of this model, and discuss measurement issues.
4K