Browsing by Author "Gonzalez, Juan Marcos"

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    A Quantitative Framework for Medication Non-Adherence: Integrating Patient Treatment Expectations and Preferences.
    (Patient preference and adherence, 2023-01) Muiruri, Charles; van den Broek-Altenburg, Eline M; Bosworth, Hayden B; Cené, Crystal W; Gonzalez, Juan Marcos

    Introduction

    Medication non-adherence remains a significant challenge in healthcare, impacting treatment outcomes and the overall effectiveness of medical interventions. This article introduces a novel approach to understanding and predicting medication non-adherence by integrating patient beliefs, efficacy expectations, and perceived costs. Existing theoretical models often fall short in quantifying the impact of barrier removal on medication adherence and struggle to address cases where patients consciously choose not to follow prescribed medication regimens. In response to these limitations, this study presents an empirical framework that seeks to provide a quantifiable model for both individual and population-level prediction of non-adherence under different scenarios.

    Methods

    We present an empirical framework that includes a health production function, specifically applied to antihypertensive medications nonadherence. Data collection involved a pilot study that utilized a double-bound contingent-belief (DBCB) questionnaire. Through this questionnaire, participants could express how efficacy and side effects were affected by controlled levels of non-adherence, allowing for the estimation of sensitivity in health outcomes and costs.

    Results

    Parameters derived from the DBCB questionnaire revealed that on average, patients with hypertension anticipated that treatment efficacy was less sensitive to non-adherence than side effects. Our derived health production function suggests that patients may strategically manage adherence to minimize side effects, without compromising efficacy. Patients' inclination to manage medication intake is closely linked to the relative importance they assign to treatment efficacy and side effects. Model outcomes indicate that patients opt for full adherence when efficacy outweighs side effects. Our findings also indicated an association between income and patient expectations regarding the health of antihypertensive medications.

    Conclusion

    Our framework represents a pioneering effort to quantitatively link non-adherence to patient preferences. Preliminary results from our pilot study of patients with hypertension suggest that the framework offers a viable alternative for evaluating the potential impact of interventions on treatment adherence.
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    Parental Preferences for Vesicoureteral Reflux Treatment: a Crowd-sourced, Best-worst Scaling Study.
    (Urology, 2019-03-13) Dionise, Zachary R; Gonzalez, Juan Marcos; Garcia-Roig, Michael L; Kirsch, Andrew J; Scales, Charles D; Wiener, John S; Purves, J Todd; Routh, Jonathan C
    OBJECTIVE:To quantitatively evaluate parental preferences for the various treatments for vesicoureteral reflux using crowd-sourced best-worst scaling, a novel technique in urologic preference estimation. METHODS:Preference data were collected from a community sample of parents via two best-worst scaling survey instruments published to Amazon's Mechanical Turk online community. Attributes and attribute levels were selected following extensive review of the reflux literature. Respondents completed an object case best-worst scaling exercise to prioritize general aspects of reflux treatments and multi-profile case best-worst scaling to elicit their preferences for the specific differences in reflux treatments. Data were analyzed using multinomial logistic regression. Results from the object-case provided probability scaled values (PSV) that reflected the order of importance of attributes. RESULTS:We analyzed data for 248 and 228 respondents for object and multi-profile case BWS, respectively. When prioritizing general aspects of reflux treatment, effectiveness (PSV=20.37), risk of future urinary tract infection (PSV=14.85) and complication rate (PSV=14.55) were most important to parents. Societal cost (PSV=1.41), length of hospitalization (PSV=1.09), and cosmesis (PSV=0.91) were least important. Parents perceived no difference in preference for the cosmetic outcome of open versus minimally invasive surgery (p=0.791). Bundling attribute preference weights, parents in our study would choose open surgery 74.9% of the time. CONCLUSIONS:High treatment effectiveness was the most important and preferred attribute to parents. Alternatively, cost and cosmesis were among the least important. Our findings serve to inform shared parent-physician decision-making for vesicoureteral reflux.
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    Testing a behavioral intervention to improve adherence to adjuvant endocrine therapy (AET).
    (Contemporary clinical trials, 2019-01) Shelby, Rebecca A; Dorfman, Caroline S; Bosworth, Hayden B; Keefe, Francis; Sutton, Linda; Owen, Lynda; Corsino, Leonor; Erkanli, Alaattin; Reed, Shelby D; Arthur, Sarah S; Somers, Tamara; Barrett, Nadine; Huettel, Scott; Gonzalez, Juan Marcos; Kimmick, Gretchen
    Adjuvant endocrine therapy (AET) is used to prevent recurrence and reduce mortality for women with hormone receptor positive breast cancer. Poor adherence to AET is a significant problem and contributes to increased medical costs and mortality. A variety of problematic symptoms associated with AET are related to non-adherence and early discontinuation of treatment. The goal of this study is to test a novel, telephone-based coping skills training that teaches patients adherence skills and techniques for coping with problematic symptoms (CST-AET). Adherence to AET will be assessed in real-time for 18 months using wireless smart pill bottles. Symptom interference (i.e., pain, vasomotor symptoms, sleep problems, vaginal dryness) and cost-effectiveness of the intervention protocol will be examined as secondary outcomes. Participants (N = 400) will be recruited from a tertiary care medical center or community clinics in medically underserved or rural areas. Participants will be randomized to receive CST-AET or a general health education intervention (comparison condition). CST-AET includes ten nurse-delivered calls delivered over 6 months. CST-AET provides systematic training in coping skills for managing symptoms that interfere with adherence. Interactive voice messaging provides reinforcement for skills use and adherence that is tailored based on real-time adherence data from the wireless smart pill bottles. Given the high rates of non-adherence and recent recommendations that women remain on AET for 10 years, we describe a timely trial. If effective, the CST-AET protocol may not only reduce the burden of AET use but also lead to cost-effective changes in clinical care and improve breast cancer outcomes. Trials registration: ClinicalTrials.gov, NCT02707471, registered 3/3/2016.
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    Why Do People Living with HIV Adhere to Antiretroviral Therapy and Not Comorbid Cardiovascular Disease Medications? A Qualitative Inquiry.
    (Patient preference and adherence, 2020-01) Muiruri, Charles; Sico, Isabelle P; Schexnayder, Julie; Webel, Allison R; Okeke, Nwora Lance; Longenecker, Christopher T; Gonzalez, Juan Marcos; Jones, Kelley A; Gonzales, Sarah E; Bosworth, Hayden B

    Background

    After achieving viral suppression, it is critical for persons living with HIV (PLWH) to focus on prevention of non-AIDS comorbidities such as cardiovascular disease (CVD) in order to enhance their quality of life and longevity of life. Despite PLWH elevated risk of developing CVD compared to individuals without HIV, PLWH do not often meet evidence-based treatment goals for CVD prevention; the reasons for PLWH not meeting guideline recommendations are poorly understood. The objective of this study was to identify the factors associated with adherence to CVD medications for PLWH who have achieved viral suppression.

    Methods

    Qualitative data were obtained from formative research conducted to inform the adaptation of a nurse-led intervention trial to improve cardiovascular health at three large academic medical centers in the United States. Transcripts were analyzed using content analysis guided by principles drawn from grounded theory.

    Results

    Fifty-one individuals who had achieved viral suppression (<200 copies/mL) participated: 37 in 6 focus groups and 14 in individual semi-structured interviews. Mean age was 57 years (SD: 7.8); most were African Americans (n=31) and majority were male (n=34). Three main themes were observed. First, participants reported discordance between their healthcare providers' recommendations and their own preferred strategies to reduce CVD risk. Second, participants intentionally modified frequency of CVD medication taking which appeared to be related to low CVD risk perception and perceived or experienced side effects with treatment. Finally, participants discussed the impact of long-term experience with HIV care on adherence to CVD medication and motivational factors that enhanced adherence to heart healthy behaviors.

    Conclusion

    Findings suggest that future research should focus on developing interventions to enhance patient-provider communication in order to elicit beliefs, concerns and preferences for CVD prevention strategies. Future research should seek to leverage and adapt established evidence-based practices in HIV care to support CVD medication adherence.