Evidence map›Paper›PMID 40072776›Full record

ArticlePharmacoEconomics2025

Market and Non-Market Productivity Losses Associated with Invasive Meningococcal Disease in the USA.

Hiral Anil Shah, Ginita Jutlla, Oscar Herrera-Restrepo, Jonathan Graham, Mei Grace, Shah Alam Khan, Elise Kuylen, Shahina Begum, Frederik Verelst, Zeki Kocaata

Abstract read
In one paragraph

Article in PharmacoEconomics, 2025. 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. Article
  2. Review
  3. Article
  4. 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

10 authors.

Hiral Anil ShahGSK, London, UK. hiral.a.shah@gsk.com.ORCID 0000-0003-0204-451X
Ginita JutllaGSK, Wavre, Belgium.ORCID 0000-0001-6065-8574
Oscar Herrera-RestrepoGSK, Philadelphia, PA, USA.ORCID 0000-0001-8193-999X
Jonathan GrahamRTI Health Solutions, Research Triangle Park, NC, USA.ORCID 0000-0002-3227-5928
Mei GraceRTI Health Solutions, Research Triangle Park, NC, USA.ORCID 0009-0008-3862-8203
Shah Alam KhanHEOR, Cardiff, UK.ORCID 0000-0001-5121-8630
Elise KuylenGSK, Wavre, Belgium.ORCID 0000-0002-3528-5507
Shahina BegumGSK, London, UK.ORCID 0000-0002-3521-8865
Frederik VerelstGSK, Wavre, Belgium.ORCID 0000-0001-8399-743X
Zeki KocaataGSK, Wavre, Belgium.ORCID 0000-0002-5231-3389

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectiveInvasive meningococcal disease (IMD) is an uncommon but serious disease associated with a risk of death and severe long-term sequelae, impacting both patients and their caregivers. Productivity losses due to IMD have not previously been comprehensively evaluated in the USA. This study evaluated both market and non-market productivity losses to better estimate the economic burden of IMD in the USA.

methodsAn economic model estimated lifetime market (labour) and non-market (unpaid household, caring and voluntary services) productivity losses due to acute IMD, premature death due to IMD, reduced life expectancy in IMD survivors and IMD-related sequelae for patients 16 years of age or older and their caregivers based on IMD cases diagnosed in the USA in 2021 (due to data availability). Time use data were used to characterise IMD-incurred disruptions as market or non-market productivity losses. Time lost during the acute phase (assumed equal for patients and caregivers) was estimated based on hospital length-of-stay data. Time lost due to premature death from acute IMD or reduced remaining life expectancy (only calculated for patients) was estimated by subtracting the age at IMD acquisition or life expectancy of IMD survivors from average life expectancy. Time lost due to IMD-related sequelae was estimated based on sequelae event rates. Time lost was multiplied by earnings per hour (derived from median salary) to estimate productivity losses. Assumptions about sequelae impact on productivity were derived from the literature and expert clinical opinion. Scenario and sensitivity analyses assessed the impact of different inputs and assumptions on the results. Costs were inflated to 2023 US dollars.

resultsLifetime productivity losses for IMD cases diagnosed in the USA in 2021 (N = 121) totalled $87.4 million ($722,458 per case) for patients 16 years of age and older and their caregivers, with market and non-market losses accounting for approximately 72% and 28%, respectively. Premature death, reduced life expectancy and long-term sequelae were responsible for the majority of total productivity losses for patients and caregivers ($87.1 million); the acute phase accounted for $314,850. Results were most sensitive to the ratio of total benefits, median salary, case-fatality rates and specific sequelae included.

conclusionsDespite being an uncommon disease, the high mortality rate and severe long-term consequences of IMD result in a substantial economic impact. Comprehensive market and non-market productivity losses for both patients and caregivers should be considered when evaluating and communicating the true burden of IMD.

Indexed as

Cost of IllnessEfficiencyMeningococcal InfectionsModels, EconomicAdolescentAdultAgedCaregiversFemaleHumansLife ExpectancyMaleMiddle AgedUnited StatesYoung Adult

Identifiers

PMID40072776
PMCPMC12081490

What Socratic holds

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LicenceCC BY-NC
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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 Socratic graph.