Evidence map›Paper›PMID 42666187›Full record

ArticleFrontiers in psychology2026

Associations among individual cultural values, innovation effectiveness, and transformational leadership-evidence from international university students in Türkiye.

Sümeyye Özburak, Hakan Kitapçı

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

2 authors.

Sümeyye ÖzburakDepartment of Business Administration, Graduate School of Social Sciences, Gebze Technical University, Kocaeli, Türkiye.
Hakan KitapçıDepartment of Business Administration, Gebze Technical University, Kocaeli, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the associations among individual cultural values, innovation effectiveness, and transformational leadership among international students in higher education institutions in the Marmara Region of Türkiye. Adopting a quantitative, cross-sectional design, the study addresses the culture-leadership-innovation nexus at the individual level. While prior research has predominantly focused on innovation at the organizational level, evidence regarding individual cultural values and leadership processes remains limited, particularly in higher education and multicultural contexts. To address this gap, data were collected from 623 international students with prior internship or work experience, ensuring that leadership perceptions were grounded in real organizational settings. Cultural values were measured using Hofstede's framework, transformational leadership through the Multifactor Leadership Questionnaire, and innovation effectiveness as a unidimensional construct. The findings indicate that individual cultural values are positively associated with innovation effectiveness. Transformational leadership was positively associated with innovation effectiveness and statistically accounted for part of the observed association between individual cultural values and innovation effectiveness. In addition, a statistically significant but limited interaction was identified, suggesting that the association between individual cultural values and innovation effectiveness varies slightly across different levels of transformational leadership. By examining innovation effectiveness at the individual level and distinguishing between the indirect statistical association and moderating role of transformational leadership, the study provides a more nuanced understanding of the culture-leadership-innovation relationship. Given the cross-sectional and single-source nature of the data, all findings should be interpreted as statistical associations rather than evidence of causal relationships.

Indexed as

Hofstede’s cultural dimensionsindividual cultural valuesinnovation effectivenessinternational studentstransformational leadership

Identifiers

PMID42666187
PMCPMC13521767

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.