scholarly journals Sensor Data Integration: A New Cross-Industry Collaboration to Articulate Value, Define Needs, and Advance a Framework for Best Practices

10.2196/34493 ◽  
2021 ◽  
Vol 23 (11) ◽  
pp. e34493
Author(s):  
Ieuan Clay ◽  
Christian Angelopoulos ◽  
Anne Lord Bailey ◽  
Aaron Blocker ◽  
Simona Carini ◽  
...  

Data integration, the processes by which data are aggregated, combined, and made available for use, has been key to the development and growth of many technological solutions. In health care, we are experiencing a revolution in the use of sensors to collect data on patient behaviors and experiences. Yet, the potential of this data to transform health outcomes is being held back. Deficits in standards, lexicons, data rights, permissioning, and security have been well documented, less so the cultural adoption of sensor data integration as a priority for large-scale deployment and impact on patient lives. The use and reuse of trustworthy data to make better and faster decisions across drug development and care delivery will require an understanding of all stakeholder needs and best practices to ensure these needs are met. The Digital Medicine Society is launching a new multistakeholder Sensor Data Integration Tour of Duty to address these challenges and more, providing a clear direction on how sensor data can fulfill its potential to enhance patient lives.


2021 ◽  
Author(s):  
Ieuan Clay ◽  
Christian Angelopoulos ◽  
Anne Lord Bailey ◽  
Aaron Blocker ◽  
Simona Carini ◽  
...  

UNSTRUCTURED Data integration, the processes by which data are aggregated, combined, and made available for use, has been key to the development and growth of many technological solutions. In health care, we are experiencing a revolution in the use of sensors to collect data on patient behaviors and experiences. Yet, the potential of this data to transform health outcomes is being held back. Deficits in standards, lexicons, data rights, permissioning, and security have been well documented, less so the cultural adoption of sensor data integration as a priority for large-scale deployment and impact on patient lives. The use and reuse of trustworthy data to make better and faster decisions across drug development and care delivery will require an understanding of all stakeholder needs and best practices to ensure these needs are met. The Digital Medicine Society is launching a new multistakeholder Sensor Data Integration Tour of Duty to address these challenges and more, providing a clear direction on how sensor data can fulfill its potential to enhance patient lives.



2018 ◽  
Vol 2 (suppl_1) ◽  
pp. 125-126
Author(s):  
J Griffin ◽  
L Bangerter ◽  
R Havyer ◽  
M Comer ◽  
V Biggar ◽  
...  


2018 ◽  
Vol 34 (1) ◽  
pp. 29-31 ◽  
Author(s):  
Gabrielle Rocque ◽  
Ellen Miller-Sonnet ◽  
Alan Balch ◽  
Carrie Stricker ◽  
Josh Seidman ◽  
...  

Although recognized as best practice, regular integration of shared decision-making (SDM) approaches between patients and oncologists remains an elusive goal. It is clear that usable, feasible, and practical tools are needed to drive increased SDM in oncology. To address this goal, we convened a multidisciplinary collaborative inclusive of experts across the health-care delivery ecosystem to identify key principles in designing and testing processes to promote SDM in routine oncology practice. In this commentary, we describe 3 best practices for addressing challenges associated with implementing SDM that emerged from a multidisciplinary collaborative: (1) engagement of diverse stakeholders who have interest in SDM, (2) development and validation of an evidence-based SDM tool grounded within an established conceptual framework, and (3) development of the necessary roadmap and consideration of the infrastructure needed for engendering patient engagement in decision-making. We believe these 3 principles are critical to the success of creating SDM tools to be utilized both within and outside of clinical practice. We are optimistic that shared use across settings will support adoption of this tool and overcome barriers to implementing SDM within busy clinical workflows. Ultimately, we hope that this work will offer new perspectives on what is important to patients and provide an important impetus for leveraging patient preferences and values in decision-making.



2019 ◽  
Author(s):  
Elvis Asangbeng Tanue ◽  
Dickson Shey Nsagha ◽  
Nana Njamen Theophile ◽  
Jules Clement Nguedia Assob

BACKGROUND The World Health Organization has prioritized the use of new technologies to assist in health care delivery in resource-limited settings. Findings suggest that the use of SMS on mobile phones is an advantageous application in health care delivery, especially in communities with an increasing use of this device. OBJECTIVE The main aim of this trial is to assess whether sending weekly motivational text messages (SMS) through mobile phones versus no text messaging will improve retention in care and promote adherence to treatment and health outcomes among patients receiving HIV treatment in Fako Division of Cameroon. METHODS This is a multisite randomized controlled single-blinded trial. Computer-generated random block sizes shall be used to produce a randomization list. Participants shall be randomly allocated into the intervention and control groups determined by serially numbered sealed opaque envelopes. The 156 participants will either receive the mobile phone text message or usual standard of care. We hypothesize that sending weekly motivational SMS reminders will produce a change in behavior to enhance retention; treatment adherence; and, hence, health outcomes. Participants shall be evaluated and data collected at baseline and then at 2, 4, and 6 months after the launch of the intervention. Text messages shall be sent out, and the delivery will be recorded. Primary outcome measures are retention in care and adherence to treatment. Secondary outcomes are clinical (weight, body mass index), biological (virologic suppression, tuberculosis coinfection), quality of life, treatment discontinuation, and mortality. The analysis shall be by intention-to-treat. Analysis of covariates shall be performed to determine factors influencing outcomes. RESULTS Recruitment and random allocation are complete; 160 participants were allocated into 3 groups (52 in the single SMS, 55 in the double SMS, and 53 in the control). Data collection and analysis are ongoing, and statistical results will be available by the end of August 2019. CONCLUSIONS The interventions will contribute to an improved understanding of which intervention types can be feasible in improving retention in care and promoting adherence to antiretroviral therapy. CLINICALTRIAL Pan African Clinical Trial Registry in South Africa PACTR201802003035922; https://pactr.samrc.ac.za/TrialDisplay.aspx?TrialID=3035 INTERNATIONAL REGISTERED REPORT DERR1-10.2196/15680



2018 ◽  
Vol 17 (1) ◽  
pp. 160940691877413
Author(s):  
Wendy Gifford ◽  
Roanne Thomas ◽  
Gwen Barton ◽  
Viviane Grandpierre ◽  
Ian D. Graham

There is a significant knowledge-to-action gap in cancer survivorship care for First Nations (FN) communities. To date, many approaches to survivorship have not been culturally responsive or community-based. This study is using an Indigenous knowledge translation (KT) approach to mobilize community-based knowledge about cancer survivorship into health-care programs. Our team includes health-care providers and cancer survivors from an FN community in Canada and an urban hospital that delivers Cancer Care Ontario’s Aboriginal Cancer Program. Together, we will study the knowledge-to-action process to inform future KT research with Indigenous peoples for improving health-care delivery and outcomes. The study will be conducted in settings where research relations and partnerships have been established through our parent study, The National Picture Project. The inclusion of community liaisons and the continued engagement of participants from our parent study will foster inclusiveness and far-reaching messaging. Knowledge about unique cancer survivorship needs co-created with FN people in the parent study will be mobilized to improve cancer follow-up care and to enhance quality of life. Findings will be used to plan a large-scale implementation study across Canada.



2018 ◽  
Vol 36 (20) ◽  
pp. 2088-2100 ◽  
Author(s):  
Paul B. Jacobsen ◽  
Antonio P. DeRosa ◽  
Tara O. Henderson ◽  
Deborah K. Mayer ◽  
Chaya S. Moskowitz ◽  
...  

Purpose Numerous organizations recommend that patients with cancer receive a survivorship care plan (SCP) comprising a treatment summary and follow-up care plans. Among current barriers to implementation are providers’ concerns about the strength of evidence that SCPs improve outcomes. This systematic review evaluates whether delivery of SCPs has a positive impact on health outcomes and health care delivery for cancer survivors. Methods Randomized and nonrandomized studies evaluating patient-reported outcomes, health care use, and disease outcomes after delivery of SCPs were identified by searching MEDLINE, Embase, PsycINFO, Cumulative Index to Nursing and Allied Health Literature, and Cochrane Library. Data extracted by independent raters were summarized on the basis of qualitative synthesis. Results Eleven nonrandomized and 13 randomized studies met inclusion criteria. Variability was evident across studies in cancer types, SCP delivery timing and method, SCP recipients and content, SCP-related counseling, and outcomes assessed. Nonrandomized study findings yielded descriptive information on satisfaction with care and reactions to SCPs. Randomized study findings were generally negative for the most commonly assessed outcomes (ie, physical, functional, and psychological well-being); findings were positive in single studies for other outcomes, including amount of information received, satisfaction with care, and physician implementation of recommended care. Conclusion Existing research provides little evidence that SCPs improve health outcomes and health care delivery. Possible explanations include heterogeneity in study designs and the low likelihood that SCP delivery alone would influence distal outcomes. Findings are limited but more positive for proximal outcomes (eg, information received) and for care delivery, particularly when SCPs are accompanied by counseling to prepare survivors for future clinical encounters. Recommendations for future research include focusing to a greater extent on evaluating ways to ensure SCP recommendations are subsequently acted on as part of ongoing care.



2017 ◽  
Vol 9 (1) ◽  
pp. 33-69 ◽  
Author(s):  
Martina Björkman Nyqvist ◽  
Damien de Walque ◽  
Jakob Svensson

We evaluate the longer run impact of a local accountability intervention in primary health care provision in Uganda. Short-run improvements in health care delivery and health outcomes remained in the longer run despite minimal follow-up. We find no impact on the quality of care or health outcomes of a lower cost intervention that focused on encouraging participation but did not provide information on staff performance. We provide suggestive evidence that informed beneficiaries are more likely to identify and challenge (mis)behavior by providers and, as a result, turn their focus to issues that they can manage locally. (JEL H75, I11, I18, O15, O18)



2009 ◽  
Vol 15 (2) ◽  
Author(s):  
Gunnar Kvåle ◽  
H. Sommerfelt ◽  
K. Fylkesnes

Marginalised populations in many low- and middle-income countries experience an increasing burden of disease, in sub-Saharan Africa to a large extent due to faltering health systems and serious HIV epidemics. Also other poverty related diseases (PRDs) are prevalent, especially respiratory and diarrhoeal diseases in children, malnutrition, maternal and perinatal health problems, tuberculosis and malaria. Daily, nearly 30,000 children under the age of 5 die, most from preventable causes, and 8,000 people die from HIV infections. In spite of the availability of powerful preventive and therapeutic tools for combating these PRDs, their implementation, especially in terms of equitable delivery, leaves much to be desired. The research community must address this tragic gap between knowledge and implementation. Epidemiologists have a very important role to play in conducting studies on diseases that account for the largest share of the global disease burden. A shift of focus of epidemiologic research towards intervention studies addressing health problems of major public health importance for disadvantaged population groups is needed. There is a need to generate an evidence-base for interventions that can be implemented on a large scale; this can result in increased funding of health promotion programs as well as enable rational prioritization and integration between different health interventions. This will require close and synergetic teamwork between epidemiologists and other professions across disciplines and sectors. In this way epidemiologists can contribute significantly to improve health and optimise health care delivery for marginalized populations.



2011 ◽  
pp. 714-730
Author(s):  
Wullianallur Raghupathi ◽  
Wei Gao

The Web services paradigm offers numerous potential benefits to the health care area. These include interoperability, portability, scalability, and compliance with universal standards. How-ever, development of large-scale Web services applications in health care is relatively scarce. Multiple challenges are slowing the diffusion of information technology practices in health care, starting with the absence of modeling tools and methodologies that are the bases for building such technology. This article describes a UML profile approach to developing Web services applications in the health care area, emphasizing the use of such extensions as stereotyping and tagging to model the unique elements of health care processing. We apply these ideas to a health clinic example. From here, one can imagine building incrementally upon these ideas to develop frameworks for Web services applications in health care. The benefits would enhance the overall quality of health care delivery and lower costs.



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