Evidence map›Paper›PMID 42827971›Full record

ArticleFrontiers in health services2026

Authentic content as an effective mechanism for embedding patient voices in health innovation: a hypothesis and conceptual framework.

Rohin Malhotra

Abstract read
In one paragraph

Article in Frontiers in health services, 2026. 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.

Rohin MalhotraBoofel Enterprises, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Health innovation systems continue to face persistent inefficiencies, mistrust, and escalating development costs despite rapid scientific progress. Although patient-engagement is increasingly recognised as essential for patient-centred healthcare innovation, there is limited conceptual and empirical research explaining how patient voices can be systematically embedded within processes and it is relatively unexplored in literature how this influences measurable outcomes such as engagement, collaboration, trust and return-on-investment. This paper addresses this gap through a hypothesis and conceptual analysis informed by interdisciplinary literature, industry reports and case-based evidence examining the integration of patient voices across health innovation processes and posits that authentic content functions as an effective and scalable mechanism for embedding patient voices across multiple stages of the health innovation lifecycle. The emergence of artificial intelligence also offers the potential to increase and amplify diffusions from authentic content and facilitate mass personalisation of patient voices across innovation lifecycles but, even without this, authentic content is proposed as a strategic priority and a high-fidelity mechanism for multi-level stakeholder engagement that may be associated with enhanced patient access and stronger financial outcomes. The timing of authentic content deployment is also hypothesised to be an important determinant of its potential impact, with earlier integration proposed to produce a "leftward shift" in the cumulative trajectory of stakeholder-engagement and value-creation and an acceleration of development that, if empirically supported, may be associated with longer periods of effective commercial market exclusivity, faster patient access to medicines, and more efficient provision of access through greater scalability. If validated through future empirical research and academic rigour, authentic content may represent a scalable and measurable approach for embedding patient voices as a strategic driver of engagement, innovation efficiency, and patient-centred value creation in health innovation systems.

Indexed as

accelerating innovationartificial intelligenceauthentic contentclinical trialshealth innovation systempatient voiceROIstakeholder engagement

Identifiers

PMID42827971
PMCPMC13631063

What Socratic holds

Textmetadata
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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.