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ETIM-1 CSE 5810 CSE5810: Intro to Biomedical Informatics Mobile Computing to Impact Patient Health and Data Exchange and Statistical Analysis Presenter: David N. Etim
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ETIM-2 CSE 5810Outline Introduction Research Objectives Mobile Work in Health Care Electronic Medical Records Studies on Patient Care Research Design, Methods, Analysis Comparison of Studies Physician-Patient Relationship Effects Summary
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ETIM-3 CSE 5810Introduction Health information sharing between patients and health care providers: Diagnosis improvement Increase patient’s understanding Promotes independent care Researchers want to educate and empower patients to learn more about health data sharing Patient-Physician interaction is encouraged, leads to patient education of self-care
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ETIM-4 CSE 5810 Research Objectives Compare techniques and experiments in how mobile computing impacts clinical data exchange How does it affect data analysis? How is it helpful to patients to view medical records? View strengths and weaknesses of patient interaction with online medical records Compare and contrast between different views and information about how medical data is shared
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ETIM-5 CSE 5810 Mobile Work in Health Care What exactly is mobile work? Usage of mobile technologies in varying degrees to accomplish tasks Mobile work within hospitals is complex and sophisticated Mobility of resources and individuals are at the center of patient diagnosis, treatment and care Health care scenarios contain flexibility and work well with information exchange
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ETIM-6 CSE 5810 Electronic Medical Records Digital version of a paper chart containing all of patient’s medical history from one practice Mostly used for diagnosis and treatment Benefits: Tracks data over time Identifies patients due for preventive visits and screenings Monitors how patients measure up to parameters Vaccinations, blood pressure readings, etc. Improves overall quality of care
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ETIM-7 CSE 5810 Electronic Medical Records What’s the difference between EMRs and EHRs? Electronic Medical Records contain standard medical data collected in a provider’s office Electronic Health Records (EHRs) consists of standard clinical data along with more comprehensive patient history EHRs are designed to hold and share information from all providers involved Data can be created, managed, and consulted by providers and staff EMRs aren’t able to allow a patient’s health record to move with them to other health care providers, hospitals, and vendors
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ETIM-8 CSE 5810 Studies on Patient Care Studies done in the area of health data exchange involving mobile computing Comparison of two studies: 1. Testing Web-based care management of glycemic control using a shared electronic medical record with patients who have type 2 diabetes 2. Assessment of patients using online medical records and impact on patient care and clinical operations
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ETIM-9 CSE 5810 WEB-BASED CARE MANAGEMENT Study #1
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ETIM-10 CSE 5810Introduction Study aimed to improve glycemic control using a care manager Wagner’s Chronic Care Model Four Domains: Self-management support Delivery system design Clinical information systems Clinical decision support Trial conducted at the University of Washington General Internal Medicine Clinic
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ETIM-11 CSE 5810 Research Design and Methods Participants enrolled in a 12-month open, randomized, controlled trial with parallel group design 7,000 patients used in trial Patients with type 2 diabetes randomly assigned to group receiving online care management EMR data used to identify potential participants between ages of 18 and 75 Patients excluded from study because of trial criteria participated in pilot study, have major psychological illness, non-English speaking
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ETIM-12 CSE 5810 Research Design and Methods Participants introduced to Web-based program Encouraged to review online records, send weekly blood glucose readings Send e-mail updates if necessary All providers used same electronic medical record Patient specific reminders for measurement of (GHb) Patient specific reminders for measurement of Gamma-Hydroxybutyric acid (GHb)
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ETIM-13 CSE 5810Results Analysis of outcome included all randomly allocated participants with available outcome data Primary analysis used linear regression with change in GHb as dependent variable Trial was designed to have 80% power to locate a difference of 0.5% in GHb concentration Systolic and diastolic blood pressure, cholesterol levels, and usage of health care services didn’t create differences between groups
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ETIM-14 CSE 5810 Statistical Analysis
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ETIM-15 CSE 5810 Statistical Analysis
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ETIM-16 CSE 5810 ELECTRONIC COMMUNICATION TO PATIENTS Study #2
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ETIM-17 CSE 5810Introduction Clinical trial conducted in specialty clinic at University of Colorado Hospital Patients with Class II or Class III symptoms of heart failure Project Objectives Assess how a patient-accessible online medical record affects patient care and clinic operations Providing patients with secure access to their medical records using the Internet
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ETIM-18 CSE 5810Intervention Participants in intervention group were given a username and password for System Providing Access to Records Online (SPARRO) SPARRO provides a Web interface Medical record Educational guide Messaging system Patients in control group continues to receive standard care in practice
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ETIM-19 CSE 5810 Data Collection Throughout study period, dates were tracked for when patients used SPARRO If a single participant used a component of SPARRO multiple times on a given day, counted as “patient hit day” for that component Messages tracked and sent through SPARRO system to providers Mobile phone messages tracked through review of medical records and logs
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ETIM-20 CSE 5810Results The intervention group was higher in adherence compared to being at a lower rate in self-efficacy more emergency department visits
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ETIM-23 CSE 5810 Comparison of Studies Both studies and others previously have demonstrated improvements in adherence and satisfaction with physician-patient interaction Patient-accessible medical records increased workload Great efficiency in both techniques in systems Patients learned that data is not up to date unless having clinical encounters or involved in lab studies Electronic messaging does not substitute for phone communication
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ETIM-24 CSE 5810 Effects of Physician-Patient Interaction Physician-patient relationship may be an important influence on patients’ health outcomes Patients either have positive or negative reaction to how physicians lead their treatment Sense of comfort Optimism/Pessimism about treatment Functioning better from physiological and behavioral aspects More information collection and conversation relate to better health statuses
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ETIM-25 CSE 5810Summary Technology is more capable than ever for providing patients with access to online records Medical records are more convenient accessed through the Web, mobile devices, mostly helpful for patients Patients review records multiple times and have assistance of others for comprehension and progress Disruption is little to none for access granted to patients while continuing clinical operations
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