e.g. mhealth
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Skip search results from other journals and go to results- 9 JMIR Research Protocols
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In particular, older adults are more susceptible to ADRs due to the changes in their physiology, clearance, and reserves [11], particularly with polypharmacy [9,12] Based on the phycological changes in the older population, knowing the drug regimens with older adults is an important feature in order to provide medication safety and make adjustment to their regimen accordingly to ensure appropriate medication use.
JMIR Res Protoc 2025;14:e65141
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For example, older adults often have polypharmacy issues [31], and providers review and deprescribe medications [32]. A specifically trained large language model may provide useful clinical support in polypharmacy management for primary care physicians [29]. Chat GPT has scored better on general and theoretical questions in geriatrics than on complex decisions and end-of-life situations, with the lowest scores related to diagnosis and performing complex tests [30].
JMIR Form Res 2025;9:e63494
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Older adults are more likely to have multiple chronic conditions (MCC) and associated polypharmacy [1,2]. As a result, problems with treatment adherence are common; previous estimates have found 30% to 50% of community-dwelling older adults aged 65 years or older demonstrate poor medication adherence [3-5]. These individuals are at subsequent greater risk for suboptimal treatment benefits and adverse drug events [6-8].
JMIR Form Res 2024;8:e54916
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These values were used for predicting premalnutrition or malnutrition, polypharmacy, frailty, and Qo L.
JMIR Public Health Surveill 2024;10:e50617
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In many cases, they have extreme polypharmacy, medical fragility, and reliance on complicated medication schedules and administration routes all typically managed by undersupported family caregivers [3,4]. A national sample found that CMC in the United States have nearly 5 times higher odds of an adverse drug event leading to an emergency department (ED) visit than other children, and more than 1 of 50 CMC ED visits are due to adverse drug events [5].
JMIR Res Protoc 2024;13:e60621
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This approach has the potential to influence future studies and interventions, encompassing areas such as polypharmacy and long COVID-19 research. By deepening our understanding of COVID-19 dynamics, this study emphasizes the broader utility of such methodologies in shaping effective public health strategies and interventions.
JMIR Public Health Surveill 2024;10:e52353
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AI Analysis of General Medicine in Japan: Present and Future Considerations
The entry “General medicine in Japan” generated a picture of several drugs (Figure 1), which we interpreted as being indicative of the polypharmacy observed in Japanese medicine. Compared to the rest of the world, Japan is a superaging society. As of 2013, 25% of the population is older than 65 years [6]. Polypharmacy, the combination of various drug therapies for comorbid diseases, is one of the problems seen within an aging society [7]. In Japan, polypharmacy has other causes.
JMIR Form Res 2024;8:e52566
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This is particularly emphasized at times when health care systems are under strain, such as during the SARS-Co V-2 pandemic, and more generally due to the increasing demands of aging populations, in which polypharmacy can be complex to manage [1,2]. e Health is an umbrella term that encompasses different types of electronic technologies, both online and offline, as applied to the domain of health care, broadly defined.
J Med Internet Res 2023;25:e42474
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Patients with multiple diseases are also usually affected by polypharmacy, requiring more awareness of drug interactions and adverse events [16,17].
Information and communication technology (ICT) has been introduced to help deal with the complexities and challenges of caring for patients with multimorbidity [18]. Common ICT in health care services includes telemedicine and clinical decision support systems (CDSSs).
J Med Internet Res 2023;25:e45944
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Direct and Indirect Predictors of Medication Adherence With Bipolar Disorder: Path Analysis
Thus, polypharmacy with BD is the norm. Given the chronic nature of BD and the importance of treatment [4] to quality of life [5], understanding factors associated with medication adherence is integral to clinical management and long-term well-being.
Across mental health conditions, various common factors affect medication adherence, including the number and type of medications prescribed.
JMIR Form Res 2023;7:e44059
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