Learn to intervene: An adaptive learning policy for restless bandits in application to preventive healthcare

A Biswas, G Aggarwal, P Varakantham… - arXiv preprint arXiv …, 2021 - arxiv.org
In many public health settings, it is important for patients to adhere to health programs, such
as taking medications and periodic health checks. Unfortunately, beneficiaries may …

[HTML][HTML] Utilization and spending on potentially inappropriate medications by US older adults with multiple chronic conditions using multiple medications

KT Jungo, S Streit, JC Lauffenburger - Archives of gerontology and …, 2021 - Elsevier
Background The utilization of potentially inappropriate medications (PIMs) in older adults
can lead to adverse events and increased healthcare costs. Polypharmacy, the concurrent …

Validation of EHR medication fill data obtained through electronic linkage with pharmacies

S Blecker, S Adhikari, H Zhang, JA Dodson… - Journal of managed …, 2021 - jmcp.org
BACKGROUND: Recent linkages between electronic health records (EHRs) and pharmacy
data hold opportunity for up-to-date assessment of medication adherence at the point of …

Patient factors associated with new prescribing of potentially inappropriate medications in multimorbid US older adults using multiple medications

KT Jungo, S Streit, JC Lauffenburger - BMC geriatrics, 2021 - Springer
Background The use of potentially inappropriate medications (PIMs) is common in older
adults and is associated with potential negative consequences, such as falls and cognitive …

Comparison of provider satisfaction with specialty pharmacy services in integrated health-system and external practice models: a multisite survey

RH Anguiano, AD Zuckerman, E Hall… - American journal of …, 2021 - academic.oup.com
Purpose The purpose of this study is to obtain insight into providers' satisfaction with
services offered by health-system integrated specialty pharmacies and to determine whether …

Multidisciplinary efforts in combating nonadherence to medication and health care interventions: Opportunities and challenges for operations researchers

AM Prakash, C Vega, V Diaby… - IISE Transactions on …, 2021 - Taylor & Francis
Chronic diseases are a growing concern in public health. Lack of adherence to medications
and health care interventions is a major factor behind the worsening of chronic disease …

Findings from a qualitative needs assessment of Equal Access Birmingham, a student-run free clinic in the southern United States

P Chilukuri, C Williams, S Dowla, S Paul… - Journal of Student …, 2021 - journalsrc.org
Background: Student-run free clinics (SRFCs) are becoming increasingly common across
the United States. To better understand clientele and improve these organizations, it is …

Linkage to primary-care public health facilities for cardiovascular disease prevention: a community-based cohort study from urban slums in India

A Pakhare, A Joshi, R Anwar, K Dubey, S Kumar… - BMJ open, 2021 - bmjopen.bmj.com
Objectives Hypertension and diabetes mellitus are important risk factors for cardiovascular
diseases (CVDs). Once identified with these conditions, individuals need to be linked to …

Heterogeneity of treatment effects among patients with type 2 diabetes and elevated body mass index in a study comparing group medical visits focused on weight …

EA Kobe, MJ Crowley, AS Jeffreys, WS Yancy Jr… - Medical care, 2021 - journals.lww.com
Background: Illuminating heterogeneity of treatment effect (HTE) within trials is important for
identifying target populations for implementation. Objective: The aim of this study was to …

Use of machine learning to predict COPD treatments and exacerbations in medicare older adults: a comparison of multiple approaches

TT Le - 2021 - search.proquest.com
Background: Multiple comorbidities, suboptimal adherence to maintenance medications
(MMs), and exacerbations remain clinically important problems among older adults with …