Evidence map›Paper›PMID 25749880›Full record

ArticleJournal of general internal medicine2015

Simulating Strategies for Improving Control of Hypertension Among Patients with Usual Source of Care in the United States: The Blood Pressure Control Model.

Valy Fontil, Kirsten Bibbins-Domingo, Dhruv S Kazi, Stephen Sidney, Pamela G Coxson, Raman Khanna, Ronald G Victor, Mark J Pletcher

Open access · bronzeAbstract read
In one paragraph

Article in Journal of general internal medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
1.9field-weighted citation impact, top 13% 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

21 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

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

Valy FontilDivision of General Internal Medicine, University of California San Francisco, San Francisco, CA, USA, valy.fontil@ucsf.edu.
Kirsten Bibbins-Domingo
Dhruv S Kazi
Stephen Sidney
Pamela G Coxson
Raman Khanna
Ronald G Victor
Mark J Pletcher
University of California, San Francisco · USSan Francisco General Hospital · USCedars-Sinai Medical Center · US

Funding

The Discovering Healthcare Innovations to Address Disparties in Stroke (DIADS) prU54NS081760 · NINDS · KAISER FOUNDATION RESEARCH INSTITUTE · PI BLICK, NOELLE TARLTON · 2012 to 2016
$10.5M
Barber-Pharmacist Coordination to Improve Blood Pressure Management in Black MenR01HL117983 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI ALBERT, CHRISTINE M · 2014 to 2018
$8.6M
Social Interventions to address disparities In young adult tobacco useP60MD006902 · NIMHD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HIATT, ROBERT A · 2012 to 2016
$6.4M
Hypertension Management in Minority and Low-income PopulationsK24DK103992 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BIBBINS-DOMINGO, KIRSTEN · 2014 to 2018
$917k
NHLBI NIH HHS R01 HL117983NHLBI NIH HHS R01HL117983NIDDK NIH HHS K24 DK103992NIMHD NIH HHS 1P60MD006902NIMHD NIH HHS P60 MD006902NINDS NIH HHS U54 NS081760NINDS NIH HHS U54NS081760PHS HHS T3HP19025
6 · The paper itself

Abstract

backgroundOnly half of hypertensive adults achieve blood pressure (BP) control in the United States, and it is unclear how BP control rates may be improved most effectively and efficiently at the population level.

objectiveWe sought to compare the potential effects of system-wide isolated improvements in medication adherence, visit frequency, and higher physician prescription rate on achieving BP control at 52 weeks.

designWe developed a Markov microsimulation model of patient-level, physician-level, and system-level processes involved in controlling hypertension with medications. The model is informed by data from national surveys, cohort studies and trials, and was validated against two multicenter clinical trials (ALLHAT and VALUE). SUBJECTS: We studied a simulated, nationally representative cohort of patients with diagnosed but uncontrolled hypertension with a usual source of care.

interventionsWe simulated a base case and improvements of 10 and 50%, and an ideal scenario for three modifiable parameters: visit frequency, treatment intensification, and medication adherence. Ideal scenarios were defined as 100% for treatment intensification and adherence, and return visits occurring within 4 weeks of an elevated office systolic BP. MAIN OUTCOME: BP control at 52 weeks of follow-up was examined.

resultsAmong 25,000 hypothetical adult patients with uncontrolled hypertension (systolic BP ≥ 140 mmHg), only 18% achieved BP control after 52 weeks using base-case assumptions. With 10/50%/idealized enhancements in each isolated parameter, enhanced treatment intensification achieved the greatest BP control (19/23/71%), compared with enhanced visit frequency (19/21/35%) and medication adherence (19/23/26%). When all three processes were idealized, the model predicted a BP control rate of 95% at 52 weeks.

conclusionSubstantial improvements in BP control can only be achieved through major improvements in processes of care. Healthcare systems may achieve greater success by increasing the frequency of clinical encounters and improving physicians' prescribing behavior than by attempting to improve patient adherence to medications.

Indexed as

Computer SimulationModels, CardiovascularQuality of Health CareAdultAntihypertensive AgentsBlood PressureDelivery of Health CareDrug PrescriptionsHumansHypertensionMarkov ChainsMedication AdherenceMonte Carlo MethodOffice VisitsPractice Patterns, Physicians'United StatesAntihypertensive Agents

Identifiers

PMID25749880
PMCPMC4510247
OpenAlexW2085696917

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.