Evidence map›Paper›PMID 34698839›Full record

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.

K Robin Yabroff, Angela Mariotto, Florence Tangka, Jingxuan Zhao, Farhad Islami, Hyuna Sung, Recinda L Sherman, S Jane Henley, Ahmedin Jemal, Elizabeth M Ward

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
116citing papers in PubMed, 2 pooled it
41.7field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT07410689 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

SAFE.AI: Developing and Testing an AI-based Hybrid Chatbot for Financial Empowerment in Rural Cancer Care

TypeinterventionalSponsorUniversity of UtahRan2026 to 2027Enrolled60ConditionsCancer, Financial ToxicityArmsRule-Based Chatbot, Hybrid Chatbot
3 · Its place in the literature

Who cites it

116 citing papers in PubMed, 2 syntheses or guidelines pooled it, 191 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. 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 · 2026
    Trial
  5. Trial
  6. 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 · 2023
    Trial
  7. Article
  8. Article
  9. 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 · 2026
    Article
  10. Review
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Review
  20. 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 · 2026
    Article

56 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 1 country.

K Robin YabroffSurveillance and Health Equity Science, American Cancer Society, Kennesaw, GA, USA.ORCID 0000-0003-0644-5572
Angela MariottoDivision of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA.ORCID 0000-0003-2423-1834
Florence TangkaDivision of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Jingxuan ZhaoSurveillance and Health Equity Science, American Cancer Society, Kennesaw, GA, USA.ORCID 0000-0002-2733-2000
Farhad IslamiSurveillance and Health Equity Science, American Cancer Society, Kennesaw, GA, USA.ORCID 0000-0002-7357-5994
Hyuna SungSurveillance and Health Equity Science, American Cancer Society, Kennesaw, GA, USA.ORCID 0000-0002-8021-5997
Recinda L ShermanNorth American Association of Central Cancer Registries, Springfield, IL, USA.
S Jane HenleyDivision of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA.ORCID 0000-0002-2420-306X
Ahmedin JemalSurveillance and Health Equity Science, American Cancer Society, Kennesaw, GA, USA.ORCID 0000-0002-0000-4111
Elizabeth M WardNorth American Association of Central Cancer Registries, Springfield, IL, USA.ORCID 0000-0002-3575-6639
American Cancer Society · USCenters for Disease Control and Prevention · USNorth American Association of Central Cancer Registries · USNational Cancer Institute · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

MedicareNeoplasmsAdultAgedCost of IllnessDeathFinancial StressHealth Care CostsHumansUnited States

Identifiers

PMID34698839
PMCPMC9891103
OpenAlexW3209985482

What OpenQuestion holds

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LicenceCC BY-NC
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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.