The purpose of this study was to compare results using individual change in level of patient activation measure (PAM) scores, individual point change scores, and group means in an outcome analysis. We evaluated changes in PAM scores (increase in level or increase of ≥5 points) to mean group PAM scores on patients who completed a self-management intervention compared with usual care on health care utilization and health-related quality of life. The sample was a subset of 91 multimorbid patients with complete data at completion of a self-management intervention. Results indicated that using a change in points allowed for more refined analysis of change compared with level changes; however, both individual measures were more reflective of actual change than group means. When tailoring interventions, we should consider using individual change scores. Further research is needed to evaluate how best to use PAM scores to measure the impact on clinical and health care outcomes.
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http://dx.doi.org/10.1177/0193945919848091 | DOI Listing |
Am J Lifestyle Med
January 2025
Australasian Society of Lifestyle Medicine (ASLM), University of Newcastle, Newcastle, NSW, Australia.
First Nations women in Australia diagnosed with type 2 diabetes, co-designed and attended a programmed shared medical appointment that included continuous glucose monitors and culturally responsive food appreciation activities over 8 weekly sessions to improve glycaemic control. The project was a single site, longitudinal change from baseline, mixed methods, feasibility study using HbA1c as the primary outcome measure. Secondary outcome measures included, weight, metabolic health-related blood panels, CGM, Blood Glucose Levels (BGL) time-in-range percentage, Patient Activation Measure (PAM) and Problem Areas In Diabetes (PAID) tools and client satisfaction survey and semi focussed interviews.
View Article and Find Full Text PDFHealthcare (Basel)
January 2025
Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia.
This study aimed to assess patient activation using patient activation measure 13 (PAM-13) in systemic lupus erythematosus (SLE), psoriatic arthritis (PsA), and axial spondyloarthritis (axSPA). A cross-sectional study was conducted involving patients with three rheumatological conditions (SLE, PsA, and axSPA). Patients were contacted either at the clinic or through social media platforms.
View Article and Find Full Text PDFNat Med
January 2025
Google Research, Mountain View, CA, USA.
Large language models (LLMs) have shown promise in medical question answering, with Med-PaLM being the first to exceed a 'passing' score in United States Medical Licensing Examination style questions. However, challenges remain in long-form medical question answering and handling real-world workflows. Here, we present Med-PaLM 2, which bridges these gaps with a combination of base LLM improvements, medical domain fine-tuning and new strategies for improving reasoning and grounding through ensemble refinement and chain of retrieval.
View Article and Find Full Text PDFJ Intensive Care Soc
January 2025
Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland.
Background: Understanding the degree to which patients are actively involved, confident and capable of engaging with self-management and rehabilitation could be an initial step in guiding individualised supportive strategies for people after critical illness.
Aims: To assess the levels of active involvement with self management among ICU survivors using the Patient Activation Measure (PAM), explore associations between patient characteristics and PAM results, and investigate its relationship with patients' support needs at key transition points during the recovery process.
Methods: Eligible participants received both the PAM and Support Needs After Critical care (SNAC) questionnaires by post.
Arch Med Res
December 2024
Department of Medical Oncology, Saint-Etienne University Hospital-Etienne, Saint-Etienne, France. Electronic address:
Background: The Patient Activation Measure-13 (PAM-13) assesses patients' ability to manage their healthcare. This systematic review aimed to summarize the relationship between the PAM-13 and patient characteristics, as well as program effectiveness.
Methods: A systematic literature search was conducted using the PubMed database and following the PRISMA guidelines.
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