Katherine Sward
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View article: 384 A systematic approach to understanding nursing documentation tasks
384 A systematic approach to understanding nursing documentation tasks Open
Objectives/Goals: Healthcare organizations must track electronic health record (EHR) activity at the user level, including logons, accessed records, and viewed or entered documentation. There is little standardization in EHR audit logs and…
View article: Patient and parent perspectives on an academic rheumatology transition clinic
Patient and parent perspectives on an academic rheumatology transition clinic Open
A difficulty in defining a successful transfer is how to simultaneously integrate the perspective and needs of the patient and parents. This research shows that the values of patients and their parents generally align. However, there are i…
View article: Study protocol for the development of a real-time interface showing the availability of breast and cervical cancer services in Ghana
Study protocol for the development of a real-time interface showing the availability of breast and cervical cancer services in Ghana Open
Background The 5-year survival rates for breast and cervical cancers in Ghana are low in comparison to rates in developed countries. This striking disparity is attributed to numerous factors, including limited access and navigability to ap…
View article: Social media use and mental health among older adults with multimorbidity: the role of self-care efficacy
Social media use and mental health among older adults with multimorbidity: the role of self-care efficacy Open
Objectives To describe the prevalence and trends in the use of social media over time and explore whether social media use is related to better self-care efficacy and thus related to better mental health among United States older adults wi…
View article: A Scalable and Extensible Logical Data Model of Electronic Health Record Audit Logs for Temporal Data Mining (RNteract): Model Conceptualization and Formulation
A Scalable and Extensible Logical Data Model of Electronic Health Record Audit Logs for Temporal Data Mining (RNteract): Model Conceptualization and Formulation Open
Background Increased workload, including workload related to electronic health record (EHR) documentation, is reported as a main contributor to nurse burnout and adversely affects patient safety and nurse satisfaction. Traditional methods …
View article: 130 Developing a Conceptual Data Model for Nursing Workload
130 Developing a Conceptual Data Model for Nursing Workload Open
OBJECTIVES/GOALS: Nurses are leaving the profession at an alarming rate due to increased workload and burnout.#_msocom_1 Computational models that are reliable and reproducible are needed to quantitatively examine nursing workload and esti…
View article: Supporting Nursing Efficiency by Understanding Workload: A Critical Need
Supporting Nursing Efficiency by Understanding Workload: A Critical Need Open
View article: Leveraging the Expertise of the CTSA Program to Increase the Impact and Efficiency of Clinical Trials
Leveraging the Expertise of the CTSA Program to Increase the Impact and Efficiency of Clinical Trials Open
Importance Multicenter clinical trials play a critical role in the translational processes that enable new treatments to reach all people and improve public health. However, conducting multicenter randomized clinical trials (mRCT) presents…
View article: Hyperferritinemic sepsis, macrophage activation syndrome, and mortality in a pediatric research network: a causal inference analysis
Hyperferritinemic sepsis, macrophage activation syndrome, and mortality in a pediatric research network: a causal inference analysis Open
View article: Medication for Opioid Use Disorder During Pregnancy — Maternal and Infant Network to Understand Outcomes Associated with Use of Medication for Opioid Use Disorder During Pregnancy (MAT-LINK), 2014–2021
Medication for Opioid Use Disorder During Pregnancy — Maternal and Infant Network to Understand Outcomes Associated with Use of Medication for Opioid Use Disorder During Pregnancy (MAT-LINK), 2014–2021 Open
MAT-LINK is a timely and flexible surveillance system with data on approximately 5,500 pregnancies. Ongoing data collection and analyses of these data will provide information to support clinical and public health guidance to improve healt…
View article: Demonstration Project: Transitioning a Research Network to New Single IRB Platforms
Demonstration Project: Transitioning a Research Network to New Single IRB Platforms Open
Since the 2016 National Institutes of Health (NIH) mandate to use a single IRB (sIRB) in multicenter research, institutions have struggled to operationalize the process. In this demonstration project, the University of Utah Trial Innovatio…
View article: Mortality Risk in Pediatric Sepsis Based on C-reactive Protein and Ferritin Levels
Mortality Risk in Pediatric Sepsis Based on C-reactive Protein and Ferritin Levels Open
OBJECTIVES: Interest in using bedside C-reactive protein (CRP) and ferritin levels to identify patients with hyperinflammatory sepsis who might benefit from anti-inflammatory therapies has piqued with the COVID-19 pandemic experience. Our …
View article: Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy Open
How to deliver best care in various clinical settings remains a vexing problem. All pertinent healthcare-related questions have not, cannot, and will not be addressable with costly time- and resource-consuming controlled clinical trials. A…
View article: <i>Consent Builder</i>: an innovative tool for creating research informed consent documents
<i>Consent Builder</i>: an innovative tool for creating research informed consent documents Open
Objective To describe process innovations related to research informed consent documents, and development and formative evaluation of Consent Builder, a platform for generating consent documents for multicenter studies. Materials and Metho…
View article: American Academy of Nursing on Policy Social Determinants of Health: Data Standardization in Electronic Health Records
American Academy of Nursing on Policy Social Determinants of Health: Data Standardization in Electronic Health Records Open
View article: Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures
Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures Open
Advances in measurement technology are producing increasingly time-resolved environmental exposure data. We aim to gain new insights into exposures and their potential health impacts by moving beyond simple summary statistics (e.g., means,…
View article: W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets
W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets Open
Many approaches to time series classification rely on machine learning methods. However, there is growing interest in going beyond black box prediction models to understand discriminatory features of the time series and their associations …
View article: Provider Preferences for Patient-Generated Health Data Displays in Pediatric Asthma: A Participatory Design Approach
Provider Preferences for Patient-Generated Health Data Displays in Pediatric Asthma: A Participatory Design Approach Open
Objective There is a lack of evidence on how to best integrate patient-generated health data (PGHD) into electronic health record (EHR) systems in a way that supports provider needs, preferences, and workflows. The purpose of this study wa…
View article: 62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods
62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods Open
IMPACT: This work will discuss informatics methods enabling the use of exposure health data in translational research. OBJECTIVES/GOALS: 1. Characterize gaps and formal informatics methods and approaches for enabling use of exposure health…
View article: Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs
Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs Open
Background Adolescents are using mobile health apps as a form of self-management to collect data on symptoms, medication adherence, and activity. Adding functionality to an electronic health record (EHR) to accommodate disease-specific pat…
View article: <scp>POSTER ABSTRACTS</scp> <i>from</i> Third Annual Public Meeting: Mobilizing Computable Biomedical Knowledge (<scp>MCBK</scp> 2020)
<span>POSTER ABSTRACTS</span> <i>from</i> Third Annual Public Meeting: Mobilizing Computable Biomedical Knowledge (<span>MCBK</span> 2020) Open
2][3] This requires biomedical data and processes to be findable,
View article: Patient-generated health data and electronic health record integration: a scoping review
Patient-generated health data and electronic health record integration: a scoping review Open
Objectives Patient-generated health data (PGHD) are clinically relevant data captured by patients outside of the traditional care setting. Clinical use of PGHD has emerged as an essential issue. This study explored the evidence to determin…
View article: Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs (Preprint)
Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs (Preprint) Open
BACKGROUND Adolescents are using mobile health apps as a form of self-management to collect data on symptoms, medication adherence, and activity. Adding functionality to an electronic health record (EHR) to accommodate disease-specific pa…
View article: Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions Open
Clinical decision-making is based on knowledge, expertise, and authority, with clinicians approving almost every intervention—the starting point for delivery of “All the right care, but only the right care,” an unachieved healthcare qualit…
View article: The Expanding Science of Sensor Technology in Research
The Expanding Science of Sensor Technology in Research Open
View article: Characterizing Environment Factors in Local COVID-19 Emergent Phenomenon
Characterizing Environment Factors in Local COVID-19 Emergent Phenomenon Open
Background: COVID-19 emerged in December 2019 and rapidly spread into a global pandemic. Designing optimal community responses (social distancing, vaccination) is dependent on the stage of the disease progression, discovery of asymptomatic…
View article: Exposure Health Informatics Methods for Environment Epidemiological Research
Exposure Health Informatics Methods for Environment Epidemiological Research Open
Traditional environmental epidemiology has relied on assessing individual exposures and their effects. Exposure science methods provides opportunities to advance epidemiological studies considering multiple and consequent exposures and ove…
View article: Using Dynamic Time Warping Self-Organizing Maps to Characterize Diurnal Patterns in Environmental Exposures
Using Dynamic Time Warping Self-Organizing Maps to Characterize Diurnal Patterns in Environmental Exposures Open
BackgroundAdvances in measurement technology are producing increasingly time-resolved environmental exposure data. We aim to gain new insights into exposures and their potential health impacts by moving beyond simple summary statistics (e.…
View article: 4549 Reproducible Informatics for Reproducible Translational Research
4549 Reproducible Informatics for Reproducible Translational Research Open
OBJECTIVES/GOALS: Characterize formal informatics methods and approaches for enabling reproducible translational research. Education of reproducible methods to translational researchers and informaticians. METHODS/STUDY POPULATION: We perf…
View article: Exposure Health Informatics Ecosystem
Exposure Health Informatics Ecosystem Open
There is a need for understanding an individual's total exposure, including simultaneous, cumulative, and latent exposure to multiple environmental contaminants. While exact contributions differ, multiple studies suggest that the majority …