Evidence map›Paper›PMID 27540015›Full record

ArticleBMJ (Clinical research ed.)2016

Association between payments from manufacturers of pharmaceuticals to physicians and regional prescribing: cross sectional ecological study.

William Fleischman, Shantanu Agrawal, Marissa King, Arjun K Venkatesh, Harlan M Krumholz, Douglas McKee, Douglas Brown, Joseph S Ross

Open access · hybridAbstract read
In one paragraph

Article in BMJ (Clinical research ed.), 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
64citing papers in PubMed, 2 pooled it
29.8field-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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

64 citing papers in PubMed, 2 syntheses or guidelines pooled it, 146 citations in OpenAlex.

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

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 1 country.

William FleischmanRobert Wood Johnson Foundation Clinical Scholars Program, Yale School of Medicine, SHM-IE61, New Haven, CT 06510, USA wf3@buffalo.edu.
Shantanu AgrawalCenter for Medicare and Medicaid Services, Department of Health and Human Services, Washington, DC, USA.
Marissa KingYale School of Management, New Haven, CT, USA.
Arjun K VenkateshDepartment of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA.
Harlan M KrumholzSection of Cardiovascular Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT, USA.
Douglas McKeeDepartment of Economics, Yale University, New Haven, CT, USA.
Douglas BrownCenter for Medicare and Medicaid Services, Department of Health and Human Services, Washington, DC, USA.
Joseph S RossSection of General Internal Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT, USA.
Yale University · USCenters for Medicare and Medicaid Services · USRobert Wood Johnson Foundation · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Institutional Career Development CoreKL2TR001862 · NCATS · YALE UNIVERSITY · PI CANTLEY, LLOYD G, EDELMAN, E. JENNIFER · 2016 to 2025
$12.2M
NCATS NIH HHS KL2 TR001862NCATS NIH HHS UL1 TR001863
6 · The paper itself

Abstract

objectiveTo examine the association between payments made by the manufacturers of pharmaceuticals to physicians and prescribing by physicians within hospital referral regions.

designCross sectional analysis of 2013 and 2014 Open Payments and Medicare Part D prescribing data for two classes of commonly prescribed, commonly marketed drugs: oral anticoagulants and non-insulin diabetes drugs, overall and stratified by physician and payment type.

setting306 hospital referral regions, United States.

participants45 949 454 Medicare Part D prescriptions written by 623 886 physicians to 10 513 173 patients for two drug classes: oral anticoagulants and non-insulin diabetes drugs.

main outcome measuresProportion, or market share, of marketed oral anticoagulants and non-insulin diabetes drugs prescribed by physicians among all drugs in each class and within hospital referral regions.

resultsAmong 306 hospital referral regions, there were 977 407 payments to physicians totaling $61 026 140 (£46 174 600; €54 632 500) related to oral anticoagulants, and 1 787 884 payments totaling $108 417 616 related to non-insulin diabetes drugs. The median market share of the hospital referral regions was 21.6% for marketed oral anticoagulants and 12.6% for marketed non-insulin diabetes drugs. Among hospital referral regions, one additional payment (median value $13, interquartile range, $10-$18) was associated with 94 (95% confidence interval 76 to 112) additional days filled of marketed oral anticoagulants and 107 (89 to 125) additional days filled of marketed non-insulin diabetes drugs (P<0.001). Payments to specialists were associated with greater prescribing of marketed drugs than payments to non-specialists (212 v 100 additional days filled per payment of marketed oral anticoagulants, 331 v 114 for marketed non-insulin diabetes drugs, P<0.001). Payments for speaker and consulting fees for non-insulin diabetes drugs were associated with greater prescribing of marketed drugs than payments for food and beverages or educational materials (484 v 110, P<0.001). CONCLUSIONS AND STUDY LIMITATIONS: Payments by the manufacturers of pharmaceuticals to physicians were associated with greater regional prescribing of marketed drugs among Medicare Part D beneficiaries. Payments to specialists and payments for speaker and consulting fees were predominantly associated with greater regional prescribing of marketed drugs than payments to non-specialists or payments for food and beverages, gifts, or educational materials. As a cross sectional, ecological study, we cannot prove causation between payments to physicians and increased prescribing. Furthermore, our findings should be interpreted only at the regional level. Our study is limited to prescribing by physicians and the two drug classes studied.

Indexed as

Gift GivingAnticoagulantsCross-Sectional StudiesDrug IndustryHumansHypoglycemic AgentsMedicare Part DPhysiciansPractice Patterns, Physicians'United StatesAnticoagulantsHypoglycemic Agents

Identifiers

PMID27540015
PMCPMC4989280
OpenAlexW2518392030

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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Registered trials

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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.