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Skip search results from other journals and go to results- 6 JMIR Formative Research
- 4 Journal of Medical Internet Research
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Natural Language Processing for Identification of Hospitalized People Who Use Drugs: Cohort Study
Barriers to optimization of health care for hospitalized PWUD include undertreatment of pain and substance use disorders, which have been linked to discharges before medical optimization and higher rates of readmission and mortality [7-9]. Best practices for managing PWUD in a hospitalized setting include addiction care itself as well as treatment and prevention of life-threatening infections [10].
JMIR AI 2025;4:e63147
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Preventing Urgent Pediatric Readmissions: The Need for and Promise of Real-Time Monitoring
Remote patient monitoring (RPM) may be a viable approach to detecting the early stages of clinical deterioration that ultimately lead to urgent readmission. A variety of wearable monitors enable the timely identification of deteriorating disease management and interventions to remediate it [4-6]. Used appropriately, wearable technology has the potential to help care teams reduce urgent readmissions.
JMIR Pediatr Parent 2025;8:e60802
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As such, the Centers for Medicare & Medicaid Services introduced the Hospital Readmission Reduction Program (HRRP) in 2012 with the primary goal of addressing excessive hospital readmissions and improving the quality of health care delivery [2].
JMIR Hum Factors 2025;12:e63841
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For our outcomes, we examined readmission within 30 days or mortality within 30 days postdischarge. For readmission and mortality within 30 days, there were no missing data. For those who were readmitted to a non-Kaiser hospital, we identified their readmission through claim data. The study was limited to health plan members only, for whom we had full data on mortality.
JMIR Med Inform 2025;13:e69102
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Readmission is an unintended outcome that occurs in patients discharged from the hospital. In South Korea, the 30-day readmission rate in tertiary general hospitals in 2020 was approximately 30%, increasing yearly along with readmission cost statistics [1]. According to a Center for Medicare and Medicaid Services report in the United States, readmission rates for patients reach 2 million yearly, with readmissions costing $26 billion [2].
JMIR Med Inform 2025;13:e56671
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Across all diagnoses, admission carried a significantly greater adjusted risk than a discharge of 30-day readmission (RD=5.8%, 95% CI 5.0 to 6.5). Individual diagnoses yielded adjusted estimates in the same direction as that of the entire sample, but the magnitude was notably larger in a few cases. For patients with weakness, admission carried a greater adjusted risk than a discharge 30-day readmission (RD=61.6%, 95% CI 57.7 to 65.5).
JMIR Aging 2025;8:e55929
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Predictive Modeling of Hypertension-Related Postpartum Readmission: Retrospective Cohort Analysis
All-cause hospital readmission rates are on the rise with risk factors for all-cause postpartum readmission including public insurance, race, presence of comorbid conditions including hypertension and diabetes, and cesarean section [3].
JMIR AI 2024;3:e48588
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This includes those who received ICU treatment, high-risk discharges, and patients with thoracic and cardiovascular conditions with high readmission rates. The primary goal is to monitor disease control status, medication adherence, vital sign changes, and self-care ability.
JMIR Form Res 2024;8:e53455
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To the best of our knowledge, to date, no study exists that applied ML to only outpatient SHI data to predict all-cause readmission in HF.
The aims of this study were (1) to evaluate the use of outpatient SHI data to predict 1-year all-cause (primary end point) and HF-specific (secondary end point) readmission after an initial admission for HF and (2) to identify and rank relevant predictors for readmission.
JMIR Cardio 2024;8:e54994
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Discharge coordination (DC) has been tested for years, especially in North America and Japan, to reduce the rate of readmission within 30 days, also with mixed results [18-20]. In Europe, concerns over readmission rates are less of a financial concern, but the same lack of coordination issue at discharge remains [21]. Diseases and related treatments are becoming increasingly complex, and multimorbidities represent a challenge in coordination.
JMIR Form Res 2024;8:e51728
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