Evidence map›Paper›PMID 34043148›Full record

ArticlePharmacoEconomics2021

Cluster Analysis of Care Pathways in Adults with Major Depressive Disorder with Acute Suicidal Ideation or Behavior in the USA.

Maryia Zhdanava, Jennifer Voelker, Dominic Pilon, Tom Cornwall, Laura Morrison, Maude Vermette-Laforme, Patrick Lefebvre, Abigail I Nash, Kruti Joshi, Cheryl Neslusan

Abstract read
In one paragraph

Article in PharmacoEconomics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. A framework for inferring and analyzing pharmacotherapy treatment patterns.BMC medical informatics and decision making · 2024
    Article
  2. Article
  3. Article
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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

10 authors.

Maryia ZhdanavaAnalysis Group, Inc., Montreal, QC, Canada.
Jennifer VoelkerJanssen Scientific Affairs, LLC, Titusville, NJ, USA.
Dominic PilonAnalysis Group, Inc., Montreal, QC, Canada.
Tom CornwallAnalysis Group, Inc., Montreal, QC, Canada.
Laura MorrisonAnalysis Group, Inc., Montreal, QC, Canada.
Maude Vermette-LaformeAnalysis Group, Inc., Montreal, QC, Canada.
Patrick LefebvreAnalysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Deloitte Tower, Suite 1500, Montreal, QC, H3B 0G7, Canada. patrick.lefebvre@analysisgroup.com.
Abigail I NashJanssen Scientific Affairs, LLC, Titusville, NJ, USA.
Kruti JoshiJanssen Scientific Affairs, LLC, Titusville, NJ, USA.
Cheryl NeslusanJanssen Scientific Affairs, LLC, Titusville, NJ, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectiveSuicidal ideation or behavior are core symptoms of major depressive disorder (MDD). This study aimed to understand heterogeneity among patients with MDD and acute suicidal ideation or behavior.

methodsAdults with a diagnosis of MDD on the same day or 6 months before a claim for suicidal ideation or behavior (index date) were identified in the MarketScan

resultsAmong 38,876 patients with MDD and acute suicidal ideation or behavior, three clusters were identified. Across clusters, pre-index exposure to mental healthcare was revealed as a key differentiator: Cluster 1 (N = 16,025) was least exposed, Cluster 2 (N = 5640) moderately exposed, and Cluster 3 (N = 17,211) most exposed. Patients whose MDD diagnosis was first observed during their index event comprised 86.0% and 72.8% of Clusters 1 and 2, respectively; in Cluster 3, all patients had an MDD diagnosis pre-index. Within 30 days post-index, in Clusters 1, 2, and 3, respectively, 79.3%, 85.2%, and 88.2% used mental health services, including outpatient visits for MDD. Within 12 months post-index, 61.5%, 91.5%, and 84.6% had one or more antidepressant claim, respectively. Per-patient index event costs averaged $5614, $6645, and $5853, respectively.

conclusionsPatients with MDD and acute suicidal ideation or behavior least exposed to the healthcare system pre-index similarly received the least care post-index. An opportunity exists to optimize treatment and follow-up with mental health services.

Indexed as

Major Depressive DisorderAdultAntidepressive AgentsCluster AnalysisHumansSuicidal IdeationUnited StatesAntidepressive Agents

Identifiers

PMID34043148
PMCPMC8166679

What OpenQuestion holds

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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.