ArticleHealth economics2019
The impact of integration on outpatient chemotherapy use and spending in Medicare.
Article in Health economics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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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.
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.
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Who cites it
9 citing papers in PubMed, 14 citations in OpenAlex.
- Provider billing margin and cancer treatment selection: population based cohort study.BMJ (Clinical research ed.) · 2025Article
- Practice Consolidation Among US Medical Oncologists, 2015-2022.JCO oncology practice · 2024Article
- Hospital-physician integration and clinical volume in traditional Medicare.Health services research · 2024Article
- Racial Disparities in Breast Cancer Treatments and Adverse Events in the SEER-Medicare Data.Cancers · 2023Article
- Vertical integration of oncologists and cancer outcomes and costs in metastatic castration-resistant prostate cancer.Journal of the National Cancer Institute · 2023Article
- Access to urologists for participation in research: An analysis of NCI's Community Oncology Research Program landscape survey.Contemporary clinical trials communications · 2022Article
- Hospital-physician integration and risk-coding intensity.Health economics · 2022Article
- Treatment consolidation after vertical integration: Evidence from outpatient procedure markets.Journal of health economics · 2022Article
- Association of Multiple Hospital Affiliations With Clinician Service Use, Breadth of Procedures, and Costs.JAMA network open · 2021Observational
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
Hospital-physician integration has substantially grown in the United States for the past decade, particularly in certain medical specialties, such as oncology. Yet evidence is scarce on the relation between integration and outpatient specialty care use and spending. We analyzed the impact of oncologist integration on outpatient provider-administered chemotherapy use and spending in Medicare, where prices do not depend on providers' integration status or negotiating power. We addressed oncologists' selective integration and patients' nonrandom choice of oncologists using an instrumental variables method. We found that integrated oncologists reduced the quantity of outpatient chemotherapy drugs but used more expensive treatments. This led to an increase in chemotherapy-drug spending after integration. These findings suggest that changes in treatment patterns-treatment mix and quantity-may be an important mechanism by which integration increases spending. We also found that integration increased spending on chemotherapy administration (the act of injection). This is because integration shifted billing of chemotherapy to hospital outpatient departments, where Medicare payments for chemotherapy administration are higher than those in physician offices. As integration increases, efforts should continue to assess how integration influences patient care and explore policy options to ensure desirable outcomes from integration.
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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.