Evidence map›Paper›PMID 29877140›Full record

ArticleJournal of managed care & specialty pharmacy2018

Risk Factors, Health Care Resource Utilization, and Costs Associated with Nonadherence to Antiretrovirals in Medicaid-Insured Patients with HIV.

Keith Dunn, Marie-Hélène Lafeuille, Xiaolong Jiao, Hela Romdhani, Bruno Emond, Kimberly Woodruff, Jacqueline Pesa, Neeta Tandon, Patrick Lefebvre

Abstract readComparative Study
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
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

13 citing papers in PubMed.

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  13. Antiretroviral Adherence Level Necessary for HIV Viral Suppression Using Real-World Data.Journal of acquired immune deficiency syndromes (1999) · 2019
    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

9 authors.

Keith Dunn1 Health Economics and Outcomes Research, Janssen Scientific Affairs, Titusville, New Jersey.
Marie-Hélène Lafeuille2 Groupe d'analyse, Ltée, Montréal, Quebec, Canada.
Xiaolong Jiao1 Health Economics and Outcomes Research, Janssen Scientific Affairs, Titusville, New Jersey.
Hela Romdhani2 Groupe d'analyse, Ltée, Montréal, Quebec, Canada.
Bruno Emond2 Groupe d'analyse, Ltée, Montréal, Quebec, Canada.
Kimberly Woodruff1 Health Economics and Outcomes Research, Janssen Scientific Affairs, Titusville, New Jersey.
Jacqueline Pesa1 Health Economics and Outcomes Research, Janssen Scientific Affairs, Titusville, New Jersey.
Neeta Tandon1 Health Economics and Outcomes Research, Janssen Scientific Affairs, Titusville, New Jersey.
Patrick Lefebvre2 Groupe d'analyse, Ltée, Montréal, Quebec, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdherence to antiretrovirals (ARVs) is critical to achieving durable virologic suppression.

objectiveTo investigate risk factors of poor adherence and the effect of suboptimal adherence on health care resource utilization (HCRU) and costs in Medicaid patients.

methodsA retrospective longitudinal study was conducted using Medicaid data. Adults (aged ≥ 18 years) with human immunodeficiency virus (HIV)-1 initiating selected ARVs (index date) were identified. Adherence was measured using medication possession ratio (MPR) and proportion of days covered (PDC) at 6 and 12 months post-index. Risk factors of poor adherence (PDC < 80%) were assessed using a logistic regression. HCRU and costs were compared between suboptimal (80% ≤ PDC < 95%) and optimal (PDC ≥ 95%) adherence groups using Poisson and ordinary least square models, respectively.

resultsIn total, 3,477 patients were identified. Using MPR, 1,282 (39.0%) of the evaluable patients had poor adherence; 667 (20.2%) had suboptimal adherence; and 1,342 (40.8%) had optimal adherence versus 1,342 (51.1%), 509 (19.0%), and 804 (30.0%), respectively, using PDC at 6 months. PDC at 12 months was even lower. Younger age (OR = 1.58; 95% CI = 1.18-2.11; P = 0.002), noncapitated coverage (OR = 1.40; 95% CI = 1.16-1.69; P < 0.001), dual Medicaid/Medicare coverage (OR = 5.98; 95% CI = 4.39-8.16; P < 0.001), no baseline ARV treatment (OR = 1.98; 95% CI = 1.62-2.41; P < 0.001), and baseline asymptomatic HIV (OR = 1.37; 95% CI = 1.13-1.68; P = 0.002) were associated with higher risk of poor adherence. Suboptimal adherence patients had higher total number of days spent in a hospital (incidence rate ratio [IRR] = 1.62; 95% CI = 1.13-2.19; P = 0.008), total number of long-term care admissions (IRR = 3.11; 95% CI = 1.26-7.39; P = 0.008), total medical costs (mean monthly cost difference = $339; 95% CI = $153-$536; P < 0.001), and inpatient costs (mean monthly cost difference = $259; 95% CI = $122-$418; P < 0.001) compared with patients with optimal adherence.

conclusionsNonadherence to ARVs was observed in 60%-80% of Medicaid patients, depending on the adherence measure used, and was associated with incremental HCRU and costs. Age, insurance type and coverage, previous ARV treatment, and HIV symptoms were predictors of adherence. Treatment options that enhance adherence and prevent developing virologic failure with drug resistance should be considered for HIV patients. DISCLOSURES: This study was supported by Janssen Scientific Affairs, which was involved in the study design, data collection, data analysis, manuscript preparation, and publication decisions. Emond, Lafeuille, Romdhani, and Lefebvre are employees of Analysis Group, a consulting company that received research grants from Janssen Scientific Affairs to conduct this study. Dunn, Woodruff, Pesa, and Tandon are current employees and stockholders of Johnson & Johnson, owner of Janssen Scientific Affairs. Jiao was an employee of Janssen at the time of the study. Emond has received grants from Novartis, Regeneron, Aegerion, Lundbeck, Bristol-Myers Squibb, Bayer, Millennium, Allergan, AbbVie, and GlaxoSmithKline unrelated to this study. Part of the material in this study was presented at the Academy of Managed Care Pharmacy 2017 Annual Meeting; March 27-30, 2017; Denver, CO, and at the 9th International AIDS Society Conference; July 23-26, 2017; Paris, France.

Indexed as

Drug CostsMedication AdherenceAdolescentAdultAmbulatory CareAnti-HIV AgentsDatabases, FactualEmergency Service, HospitalFemaleHIV InfectionsHospital CostsHumansLength of StayLongitudinal StudiesMaleMedicaidAnti-HIV Agents

Identifiers

PMID29877140
PMCPMC10397656

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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.