ArticleJournal of the National Cancer Institute2021
Annual Report to the Nation on the Status of Cancer, Part 2: Patient Economic Burden Associated With Cancer Care.
Article in Journal of the National Cancer Institute, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07410689 (SAFE.AI), which is not on this map. Cited by 116 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
SAFE.AI: Developing and Testing an AI-based Hybrid Chatbot for Financial Empowerment in Rural Cancer Care
Who cites it
116 citing papers in PubMed, 2 syntheses or guidelines pooled it, 191 citations in OpenAlex.
- From economic burden to patient-centered solutions: the evolving landscape of financial toxicity in oncology.Frontiers in public health · 2026Pooled it
- The effectiveness of case management for cancer patients: an umbrella review.BMC health services research · 2022Pooled it
- The effects of a financial navigation intervention on financial toxicity among patients with breast cancer in China: A randomized controlled trial.Breast (Edinburgh, Scotland) · 2026Trial
- Efficacy of an Educational Health Intervention for Oral Cancer Aimed at Dentists and Dental Students.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026Trial
- A point-of-care pilot randomized intervention to connect patients with cancer-induced financial toxicity to telehealth financial counseling.Cancer causes & control : CCC · 2024Trial
- Sources of informal financial support among adolescent and young adult cancer survivors: a mixed methods analysis from the HIAYA CHAT study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2023Trial
- Prevalence and Risk Factors for Financial Toxicity Among Sarcoma Patients During and Following Treatment Across the Lifespan.Cancer reports (Hoboken, N.J.) · 2026Article
- A comprehensive analysis of lung cancer status changes over 10 years: results of Moroccan cohort.BJC reports · 2026Article
- How adolescent and young adult cancer is portrayed in movies: reflections for supportive care.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Linking Air Pollution and Hematologic Malignancies: From Epidemiology to Molecular Mechanisms.Current hematologic malignancy reports · 2026Review
- Epigenetics in lung cancer precision medicine: from bench to bedside-a narrative review.Translational lung cancer research · 2026Review
- Article
- Insurance Network Status and 1-Year Health Care Utilization and Outpatient Costs Among Commercially Insured Patients With Newly Diagnosed and Non-Definitively Treated Prostate Cancer, 2010-2021.Cancer medicine · 2026Article
- Who is benefiting from the dramatic decline in U.S. cancer mortality? Place-based evidence of disparities in rates of improvement.British journal of cancer · 2026Article
- Industry promotion of oncology drugs with accelerated approval that failed confirmatory trials.Journal of the National Cancer Institute · 2026Article
- Crowdsourcing Cancer Survivors' Perspectives on the Use of Artificial Intelligence and Automation in Financial Hardship Interventions.JCO oncology practice · 2026Article
- Bladder Cancer Incidence Trends in the United States From 2000 to 2020.Cancer reports (Hoboken, N.J.) · 2026Article
- The RESILIENT Study: A Retrospective, Descriptive, Correlational Investigation of Correlates of Oral Endocrine Therapy Adherence in Older Women With Breast Cancer.Cancer medicine · 2026Article
- Revolutionizing lung cancer screening: the rise of artificial intelligence integrating circulating tumor markers.World journal of surgical oncology · 2026Review
- Financial toxicity trajectories and their association with short-term and long-term health outcomes in Chinese patients with cancer: a prospective cohort study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
56 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
Authors and funding
10 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe American Cancer Society, National Cancer Institute, Centers for Disease Control and Prevention, and North American Association of Central Cancer Registries provide annual information about cancer occurrence and trends in the United States. Part 1 of this annual report focuses on national cancer statistics. This study is part 2, which quantifies patient economic burden associated with cancer care.
methodsWe used complementary data sources, linked Surveillance, Epidemiology, and End Results-Medicare, and the Medical Expenditure Panel Survey to develop comprehensive estimates of patient economic burden, including out-of-pocket and patient time costs, associated with cancer care. The 2000-2013 Surveillance, Epidemiology, and End Results-Medicare data were used to estimate net patient out-of-pocket costs among adults aged 65 years and older for the initial, continuing, and end-of-life phases of care for all cancer sites combined and separately for the 21 most common cancer sites. The 2008-2017 Medical Expenditure Panel Survey data were used to calculate out-of-pocket costs and time costs associated with cancer among adults aged 18-64 years and 65 years and older.
resultsAcross all cancer sites, annualized net out-of-pocket costs for medical services and prescriptions drugs covered through a pharmacy benefit among adults aged 65 years and older were highest in the initial ($2200 and $243, respectively) and end-of-life phases ($3823 and $448, respectively) and lowest in the continuing phase ($466 and $127, respectively), with substantial variation by cancer site. Out-of-pocket costs were generally higher for patients diagnosed with later-stage disease. Net annual time costs associated with cancer were $304.3 (95% confidence interval = $257.9 to $350.9) and $279.1 (95% confidence interval = $215.1 to $343.3) for adults aged 18-64 years and ≥65 years, respectively, with higher time costs among more recently diagnosed survivors. National patient economic burden, including out-of-pocket and time costs, associated with cancer care was projected to be $21.1 billion in 2019.
conclusionsThis comprehensive study found that the patient economic burden associated with cancer care is substantial in the United States at the national and patient levels.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.