An Intersectional Analysis of Behavioral Financial Hardship and Healthcare Utilization among LGBTQ+ Cancer Survivors

Austin R Waters, Stephanie B Wheeler, Jeremey Fine, Christabel K Cheung, Kelly R Tan, Donald L Rosenstein, Mya L Roberson, Erin E Kent
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Abstract

Background lesbian, gay, bisexual, transgender, queer, or another non-heterosexual or cisgender identity (LGBTQ+) cancer survivors experience high financial hardship. However, structural drivers of inequities do not impact all LGBTQ+ individuals equally. Using All of Us data, we conducted an intersectional analysis of behavioral financial hardship among LGBTQ+ cancer survivors. Methods LGBTQ+ inequities in behavioral financial hardship (ie, cost-related foregone care, delayed care, and medication alterations) and non-cost-related delayed care were estimated using All of Us Data. Multivariable logit models were used to generate predicted probabilities, average marginal effects (AME), and 95% confidence intervals. Models were then used to estimate inequities when disaggregating LGBTQ+ status and combing LGBTQ+ status with age, race, ethnicity, and treatment status. Results This analysis included N = 36,217 cancer survivors (6.6%, n = 2,399 LGBTQ+). In multivariable models, LGBTQ+ identity was associated with higher probabilities of and significant AME for all types of behavioral financial hardship (foregone care 31.1% vs. 19.4%; delayed care 22.6% vs. 15.6%; medication alterations 19.2% vs. 11.9%) and non-cost delayed care (14.3% vs. 7.2%). Within the disaggregated analysis, cisgender bisexual and another/multiple orientation women and gender minority survivors had the highest predicted probabilities of all outcomes. In intersectional analyses, survivors who were aged 18-39 and LGBTQ+, Black and LGBTQ+, or Hispanic/Latine and LGBTQ+ had the highest predicted probabilities of all outcomes. Conclusions LGBTQ+ cancer survivors experience significantly more behavioral financial hardship and non-cost-related delayed care then non-LGBTQ+ cancer survivors. Interventions at the individual, system, and policy level are needed to address LGBTQ+ inequities in financial hardship.
LGBTQ+癌症幸存者的行为经济困难和医疗保健利用的交叉分析
女同性恋、男同性恋、双性恋、变性人、酷儿或其他非异性恋或顺性身份(LGBTQ+)的癌症幸存者经历了很高的经济困难。然而,不平等的结构性驱动因素并没有平等地影响所有LGBTQ+个人。使用All of Us的数据,我们对LGBTQ+癌症幸存者的行为经济困难进行了交叉分析。方法使用All of Us数据对LGBTQ+在行为经济困难(即与费用相关的放弃治疗、延迟治疗和药物变更)和非与费用相关的延迟治疗方面的不平等进行评估。多变量logit模型用于生成预测概率、平均边际效应(AME)和95%置信区间。然后,将LGBTQ+地位与年龄、种族、民族和待遇状况结合起来,使用模型来估计不平等现象。结果N = 36217例癌症幸存者(6.6%,N = 2399例LGBTQ+)。在多变量模型中,LGBTQ+身份与所有类型的行为经济困难的更高概率和显著AME相关(放弃护理31.1%对19.4%;延迟护理22.6% vs. 15.6%;药物改变(19.2%对11.9%)和非成本延迟护理(14.3%对7.2%)。在分类分析中,顺性双性恋和其他/多重取向的女性和少数性别幸存者在所有结果中的预测概率最高。在交叉分析中,18-39岁的幸存者和LGBTQ+、黑人和LGBTQ+、西班牙裔/拉丁裔和LGBTQ+的所有结果的预测概率最高。结论与非LGBTQ癌症幸存者相比,LGBTQ+癌症幸存者经历了更多的行为经济困难和非成本相关的延迟护理。需要在个人、制度和政策层面进行干预,以解决LGBTQ+群体在经济困难方面的不平等问题。
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