Evidence map›Paper›PMID 41648784›Full record

ArticleFrontiers in public health2025

On quality standards and the timing of pharmaceutical investment.

Wei Wei

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Wei WeiInternational College, Guangzhou College of Commerce, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study analyzes how a health authority's quality standard influences a pharmaceutical firm's R&D investment timing, comparing this decentralized process with a social planner's integrated approach. Methods: Drug quality evolves as a geometric Brownian motion, accelerating after irreversible investment. Using real options and optimal stopping theory, we model a sequential game between the regulator and firm, and a social planner who jointly sets both the investment threshold and quality standard. Results: The social planner invests earlier and achieves a higher total value than the combined payoff in the decentralized setting. Increasing the firm's remuneration can accelerate investment, but may delay commercialization if quality standards are set too high. Discussion: Decentralization creates inefficiencies through constrained optimization, whereas the social planner's unconstrained approach maximizes welfare. Remuneration design is a key policy tool for aligning incentives, particularly for neglected diseases that require timely solutions.

Indexed as

Drug IndustryInvestmentsHumansTime Factorshealth authorityoptimal stoppingpharmaceutical investmentquality standardsreal optionssocial planner

Identifiers

PMID41648784
PMCPMC12868235

What OpenQuestion holds

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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.