ArticleInternational journal of gynecological cancer : official journal of the International Gynecological Cancer Society2023
Trends in hospice referral timing and location among individuals dying of ovarian cancer: persistence of missed opportunities.
Article in International journal of gynecological cancer : official journal of the International Gynecological Cancer Society, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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1 citing paper in PubMed, 4 citations in OpenAlex.
- Predicting hospice eligibility among dementia patients using language models.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
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5 authors at 4 institutions in 1 country.
Funding
Abstract
objectiveTo evaluate trends, racial disparities, and opportunities to improve the timing and location of hospice referral for women dying of ovarian cancer.
methodsThis retrospective claims analysis included 4258 Medicare beneficiaries over age 66 diagnosed with ovarian cancer who survived at least 6 months after diagnosis, died between 2007 and 2016, and enrolled in a hospice. We examined trends in timing and clinical location (outpatient, inpatient hospital, nursing/long-term care, other) of hospice referrals and associations with patient race and ethnicity using multivariable multinomial logistic regression.
resultsIn this sample, 56% of hospice enrollees were referred to a hospice within a month of death, and referral timing did not vary by patient race. Referrals were most commonly inpatient hospital (1731 (41%) inpatient, 703 (17%) outpatient, 299 (7%) nursing/long-term care, 1525 (36%) other), with a median of 6 inpatient days prior to hospice enrollment. Only 17% of hospice referrals were made in an outpatient clinic, but participants had a median of 1.7 outpatient visits per month in the 6 months prior to hospice referral. Referral location varied by patient race, with non-Hispanic black people experiencing the most inpatient referrals (60%). Hospice referral timing and location trends did not change between 2007 and 2016. Compared with individuals referred to a hospice in an outpatient setting, individuals referred from an inpatient hospital setting had more than six times the odds of a referral in the last 3 days of life (OR=6.5, 95% CI 4.4 to 9.8) versus a referral more than 90 days before death.
conclusionTimeliness of hospice referral is not improving over time despite opportunities for earlier referral across multiple clinical settings. Future work delineating how to capitalize on these opportunities is essential for improving the timeliness of hospice care.
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