e.g. mhealth
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Skip search results from other journals and go to results- 4 Journal of Medical Internet Research
- 3 JMIR Public Health and Surveillance
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Incorporating a geospatial component allows our method to function for both rural and urban areas and can be applied by other health systems to capture patient costs specific to their region. The advantage of this approach is that it provides a standardized way to calculate these costs that will allow for increased opportunities for economic evaluations and comparisons across different service approaches, such as in-person, telehealth, or hybrid care.
J Med Internet Res 2025;27:e56766
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The government must focus on reducing teens who use drugs, and a geospatial dashboard can help through monitoring and prevention activities. However, previous dashboards were either agency-specific or not practical. This paper reports developing a geospatial dashboard for monitoring drug or substance abuse in Malaysian schools.
Several tools are available to help monitor and manage drug abuse, each with its unique strengths (see Multimedia Appendix 1) [8,9,21-30].
JMIR Hum Factors 2024;11:e48139
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The Health Insurance Portability and Accountability Act (HIPAA) mandates privacy protections of personal health information in the United States; it outlines which data elements are considered private, including patient addresses needed for geospatial analysis for place-based epidemiology.
Online J Public Health Inform 2024;16:e54958
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To identify geospatial determinants of health across behavioral indicators, built environment, sociocultural environment, and health care (based on the NIMHD framework), georeferenced data sets were acquired from the United States Census Bureau. The United States Census Bureau anonymizes and deidentifies data before releasing them to the public. Detailed demographic data can be obtained only at the Census Tract level (each tract comprises 4000 residents) and not at an individual level.
JMIR Public Health Surveill 2024;10:e52691
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To address this coverage gap, it is imperative that we identify individual and geospatial determinants of health associated with being underimmunized with the HPV vaccine so that public health professionals can tailor public health planning and interventions toward priority populations.
The primary objective of this study was to describe school-based HPV immunization rates by individual and geospatial determinants of health in Alberta.
JMIR Public Health Surveill 2024;10:e45508
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Effects of Internal and External Factors on Hospital Data Breaches: Quantitative Study
Geospatial effects on health care breaches have been explored for states and regions by a few researchers. Raghupathiet al [39] analyzed state-level health care data breaches reported to the HHS OCR. Their results indicated that hacking and server breaches affected most individuals. They also revealed that the number of breaches, the number of affected individuals, and the types of breaches varied by state [39].
J Med Internet Res 2023;25:e51471
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These benefits can be augmented by in-app geospatial awareness, building on prior work that leverages GPS to (for example) alert m Health users to the proximity of HIV and sexual and reproductive health clinics [58,59] or, in contrast, use real-time GPS coordinates to (1) describe routine activity paths and (2) apply this geospatial awareness at a hyperlocal level to address the potential of spatial-environmental stressors to evoke traumatic stress and drive Co C churn and, alternatively, identify restorative
JMIR Res Protoc 2023;12:e47151
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Geospatial differences were compared on the basis of random effects. Analysis was conducted in R (version 4.0.3; R Foundation for Statistical Computing) and Geo Pandas. The significant level was set as α=.05 (2-sided).
Overall, 49 contiguous states, except for Alaska and Hawaii, were included for the analysis. Table 2 summarizes the CDC-reported and Twitter-based prevalence of symptoms of anxiety, depression, and overall mental disorders across the 4 phases.
JMIR Form Res 2022;6(12):e37582
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Next, we projected the data points onto a geospatial visualization for easy interpretability by the scheduling team and providers. Using the Google Maps API, we generated an HTML page that contained pins with distinct numbers and colors representing the cluster to which a patient belonged as well as the patient’s name.
Our process was iterative: every week after patients were scheduled and immunized, we updated our census to reflect the remaining number of patients who were unvaccinated.
J Med Internet Res 2022;24(7):e37744
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We can gain efficiencies through integrated heterogeneous public information sources and the establishment of context through geospatial measures, such as proximity, adjacency, network analysis, and spatial analysis. These then form a new complex of attributes within a single geoenabled knowledgebase.
JMIR Med Inform 2022;10(4):e35073
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