Tracy Kuo Lin

University of California
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Articles (12)

Year:

2025

PURPOSE Financial assistance (FA) programs are increasingly used to help patients afford oral anticancer medications (OAMs), but access to such programs and their impact on out-of-pocket (OOP) spending has not been well explored. This study aimed to (1) characterize the impact of receipt of FA on both OOP spending and likelihood of catastrophic spending on OAMs and (2) evaluate racial/ethnic disparities in access to FA programs. METHODS Patients with a cancer diagnosis prescribed an OAM anytime between January 1, 2021, and December 31, 2021 were included in this retrospective, single-center study at an integrated specialty pharmacy affiliated with a tertiary academic cancer center. Fixed-effect regression models were used to characterize the impact of receipt of FA on overall spending and likelihood of catastrophic spending on OAMs, as well as explore the association of race/ethnicity with receipt of FA. RESULTS Across 1,186 patients prescribed an OAM, 37% received FA. Receipt of FA was associated with lower annual spending on OAMs (β = –$1,236 US dollars [USD; 95% CI, –$1,841 to –$658], P < .001) but not reduced risk of catastrophic spending (odds ratio [OR], 0.442 [95% CI, 0.755 to 3.199], P = .23). Non-White patients (OR, 0.60 [95% CI, 0.43 to 0.85], P = .004) and patients who spoke English as a second language (OR, 0.46 [95% CI, 0.23 to 0.90], P = .02) were less likely to receive FA compared with White and English-speaking patients, respectively. CONCLUSION FA programs can mitigate high OOP spending but not for patients who spend at catastrophic levels. There are racial/ethnic and language disparities in access to such programs. Future studies should evaluate access to FA programs across diverse delivery settings.

Year:

2024

Year:

2024

Introduction: Cost-utility analysis (CUA)—a method to evaluate intervention cost-effectiveness—transforms benefits of alternatives into a measure of quantity and quality of life, such as quality-adjusted life year (QALY), to enable comparison across heterogeneous programs. Measurement challenges prevent directly estimating utilities and calculating QALYs for caries in primary dentition. Proxy disease QALYs are often used as a substitute; however, there lacks quantitative evidence that these proxy diseases are comparable to caries. Objective: To employ a discrete choice experiment (DCE) to quantitatively determine the most comparable proxy disease for different levels of caries in primary dentition. Methods: A cross-sectional DCE survey was administered to respondents ( N = 461) who resided in California, were aged ≥18 y, and were primary caretakers for ≥1 child aged 3 to 12 y. Four attributes were included: pain level, disease duration, treatment cost, and family life impacts. Mixed effects logistic regression and conditional logistic regression were used to analyze the survey data. Results: Respondents from the overall sample preferred no pain over mild (odds ratio [OR] = 0.50, P < 0.05), moderate (OR = 0.57, P < 0.05), and severe pain (OR = 0.48, P < 0.05). Acute gastritis (OR = 0.44, P < 0.05), chronic gastritis (OR = 0.31, P < 0.01), and cold sore (OR = 0.38, P < 0.05) were less preferred than stage 1 caries. Acute tonsilitis (OR = 0.43, P < 0.05), acute gastritis (OR = 0.38, P < 0.05), chronic gastritis (OR = 0.26, P < 0.01), and cold sore (OR = 0.33, P < 0.01) were less preferred than stage 2 caries. Chronic gastritis (OR = 0.42, P < 0.05) was less preferred than stage 4 caries. Conclusions: Parents viewed the characteristics of many diseases with similar QALYs differently. Findings suggest that otitis media and its QALY—as commonly used in CUAs—may be a suitable proxy disease and substitute. However, other disease states with slightly different QALYs may be suitable. As such, the recommendation is to consider a range of proxy diseases and their QALYs when conducting a CUA for child caries interventions. Knowledge Transfer Statement: This study reviews and systematically compares pediatric diseases that are comparable to caries in primary dentition. The findings may inform future research using cost-utility analysis to examine the incremental cost-effectiveness ratio of interventions to prevent and treat caries as compared with an alternative.

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2022

Year:

2022

Year:

2022

Year:

2022

Year:

2020

Collaborators (3)

Francisco Ramos-Gomez

Professor

University of California, Los Angeles

UNITED STATES
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Sigal Maya

University of California, San Francisco

UNITED STATES
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S.A. Gansky

University of California

UNITED STATES
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