| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.346 | -0.526 |
|
Retracted Output
|
-0.296 | -0.173 |
|
Institutional Self-Citation
|
-0.419 | -0.119 |
|
Discontinued Journals Output
|
-0.100 | 0.179 |
|
Hyperauthored Output
|
1.104 | 0.074 |
|
Leadership Impact Gap
|
1.032 | -0.064 |
|
Hyperprolific Authors
|
-0.564 | -0.430 |
|
Institutional Journal Output
|
2.282 | 0.119 |
|
Redundant Output
|
-0.436 | -0.245 |
Marmara University presents a robust scientific integrity profile, reflected in its low overall risk score of 0.092. The institution demonstrates significant strengths in maintaining a prudent approach to research conduct, with risk levels for retracted output, institutional self-citation, hyperprolific authors, and redundant publications falling below the national average. Furthermore, the university shows commendable resilience by avoiding the national trend of publishing in discontinued journals. Areas requiring strategic attention include a high exposure to hyper-authorship, a moderate dependency on external collaborations for scientific impact, and a particularly high rate of publication in its own institutional journals. These findings are contextualized by the university's strong academic standing in key areas, including top-tier national rankings in Medicine (5th), Dentistry (11th), and Arts and Humanities (13th), according to SCImago Institutions Rankings data. To fully realize its mission "to work towards designing the future," it is crucial that the university's operational practices align with its aspirational goals. The identified risks, particularly those suggesting academic endogamy and impact dependency, could challenge this vision by limiting the external validation and intellectual leadership essential for global recognition. By proactively addressing these specific vulnerabilities, Marmara University can fortify its already strong research culture, ensuring its pursuit of future excellence is built upon a foundation of unimpeachable integrity.
The university's Z-score for this indicator is -0.346, which, while in a low-risk category, is slightly higher than the national average of -0.526. This subtle difference suggests an incipient vulnerability that warrants observation. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's rate shows slightly more activity than the national standard. It is advisable to monitor this trend to ensure it continues to reflect genuine, productive collaboration rather than developing into a strategic attempt to inflate institutional credit through "affiliation shopping."
Marmara University demonstrates a prudent profile in this area, with a Z-score of -0.296 that is notably lower than the national average of -0.173. This superior performance indicates that the institution's quality control and supervision mechanisms are likely more rigorous than the national standard. A low rate of retractions suggests that potential errors are effectively identified and corrected prior to publication, reflecting a responsible research environment and a strong culture of methodological integrity.
With a Z-score of -0.419, significantly lower than the national average of -0.119, the university exhibits exemplary management of its citation practices. This prudent profile indicates that the institution successfully avoids the risks of scientific isolation or creating 'echo chambers' where work is validated without sufficient external scrutiny. The data strongly suggests that the university's academic influence is built on broad recognition from the global community rather than being inflated by internal dynamics.
The university displays notable institutional resilience, maintaining a low-risk Z-score of -0.100 in a national context that shows a medium-risk trend (Z-score 0.179). This divergence suggests that the institution's control mechanisms and researcher guidance are effectively mitigating a systemic risk prevalent in the country. By successfully steering its scientific production away from predatory or low-quality dissemination channels, the university safeguards its reputational integrity and ensures its research efforts are channeled through credible and impactful media.
A high exposure to this risk is evident, with the university's Z-score of 1.104 being substantially higher than the national average of 0.074. This indicates that the institution is more prone than its national peers to publishing works with extensive author lists. While common in 'Big Science' disciplines, this elevated rate outside those contexts serves as a signal to review authorship practices. It is crucial to distinguish between necessary massive collaboration and 'honorary' or political authorship, which can dilute individual accountability and transparency.
A moderate deviation from the national norm is observed here, with the university's Z-score at 1.032 (medium risk) compared to the country's low-risk average of -0.064. This greater sensitivity to the risk factor suggests that the institution's overall scientific prestige may be disproportionately dependent on external collaborations where it does not hold intellectual leadership. This signals a potential sustainability risk, inviting a strategic reflection on whether its excellence metrics are derived from genuine internal capacity or from advantageous positioning in partnerships, which could hinder the long-term development of its own structural research strengths.
The university maintains a prudent profile regarding hyperprolific authors, with a Z-score of -0.564 that is below the national average of -0.430. This demonstrates effective management of publication volumes and suggests a healthy institutional balance between quantity and quality. The data indicates an absence of extreme individual publication rates that often challenge the limits of meaningful intellectual contribution, thereby mitigating risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The university's high Z-score of 2.282, which starkly contrasts with the national average of 0.119, reveals a high exposure to the risks associated with publishing in its own journals. This pattern suggests the institution is significantly more prone to this practice than its peers. While in-house journals serve valuable functions, this excessive dependence raises critical concerns about potential conflicts of interest and academic endogamy, where research might bypass rigorous, independent external peer review. This practice could limit the global visibility of its research and may indicate the use of internal channels as 'fast tracks' to inflate publication records without standard competitive validation.
In managing redundant output, the institution exhibits a prudent profile, with a Z-score of -0.436 that is well below the national average of -0.245. This positive result points to strong editorial oversight and a research culture that prioritizes substantive contributions over artificially inflated publication counts. The low incidence of massive bibliographic overlap between publications suggests that researchers are not fragmenting their studies into 'minimal publishable units,' thereby upholding the integrity of the scientific record and focusing on the generation of significant new knowledge.
