Evidence map›Paper›PMID 38192801›Full record

ArticleHeliyon2024

A new perspective for European SMEs' innovative support analysis: Does non-financial support matter?

Solomon Gyamfi, Wolfgang Gerstlberger, Viktor Prokop, Jan Stejskal

Abstract read
In one paragraph

Article in Heliyon, 2024. 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

4 authors.

Solomon GyamfiUniversity of Pardubice, Czech Republic.
Wolfgang GerstlbergerSchool of Business and Governance, Tallinn University of Technology, Tallinn, Estonia.
Viktor ProkopUniversity of Pardubice, Czech Republic.
Jan StejskalUniversity of Pardubice, Czech Republic.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Most of the previous research focused on the effects of public support for SMEs' innovative activities dealt with the effects of financial incentives, while non-financial support was considered a kind of "black box". This research therefore aims to fill this gap by exploring the role non-financial support systems play in triggering SMEs' collaborations and innovativeness in Europe. We show that non-financial support (framework condition) significantly facilitates collaboration and innovation of European SMEs, by using partial least squares structural equation modelling (PLS-SEM) and 216 sampled datasets of the 27 EU countries from 2012 to 2020 European Innovation Scoreboard (EIS). Our expectation was confirmed about the SMEs' collaboration significant effects on their innovative activities, which subsequently translate into innovative outputs. We also found indirect significant effect of the non-financial support on SME's innovation output. This study serves several practical implications and contributes to the ongoing debate on the effects of non-financial support for cooperation and innovation activities of European SMEs.

Indexed as

EUFinancial supportInnovative support analysisNon-financial supportSME

Identifiers

PMID38192801
PMCPMC10772197

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.