| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.538 | -0.526 |
|
Retracted Output
|
-0.409 | -0.173 |
|
Institutional Self-Citation
|
0.633 | -0.119 |
|
Discontinued Journals Output
|
-0.342 | 0.179 |
|
Hyperauthored Output
|
4.339 | 0.074 |
|
Leadership Impact Gap
|
1.950 | -0.064 |
|
Hyperprolific Authors
|
1.570 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.530 | -0.245 |
Sinop University demonstrates a dual profile in scientific integrity, marked by commendable strengths in publication ethics and significant vulnerabilities in authorship and collaboration practices. With an overall integrity score of 0.412, the institution shows exceptional control in areas such as the Rate of Retracted Output, Rate of Output in Discontinued Journals, and Rate of Redundant Output, indicating robust quality assurance and a commitment to credible dissemination channels. However, this is contrasted by medium to significant risk levels in indicators related to authorship and citation patterns, most notably a critical alert in the Rate of Hyper-Authored Output. Thematically, the university's strongest areas of research, according to SCImago Institutions Rankings data, include Business, Management and Accounting; Physics and Astronomy; and Psychology. These areas of excellence are foundational, but the identified risks—particularly those suggesting a focus on metric inflation over genuine contribution—could undermine the core of the university's mission to "offer science and technology to the service of the society." An integrity culture that permits questionable authorship or citation practices directly challenges the credibility of its scientific offerings and the quality of the individuals it educates. To fully align its practices with its mission, it is recommended that the institution leverage its strengths in publication quality control to develop and implement clearer, more stringent policies on authorship and collaborative engagement, thereby ensuring its contributions are both impactful and unimpeachably sound.
The institution presents a Z-score of 1.538, which moderately deviates from the national Z-score of -0.526. This suggests that the university shows a greater sensitivity to risk factors associated with multiple affiliations than its national peers. While multiple affiliations can be a legitimate outcome of collaboration, the institution's higher rate compared to a low-risk national environment could signal strategic attempts to inflate institutional credit or "affiliation shopping." This divergence warrants a review to ensure that all affiliations are substantive and reflect genuine collaborative contributions rather than a mechanism for metric enhancement.
With a Z-score of -0.409, the institution's performance is in close alignment with the national Z-score of -0.173. This low-profile consistency demonstrates that the absence of significant risk signals for retracted publications is in line with the national standard. Retractions can be complex, but a very low rate, such as this, positively indicates that the quality control and supervisory mechanisms in place prior to publication are functioning effectively, preventing the kind of systemic errors or malpractice that would lead to a higher retraction rate.
The institution's Z-score of 0.633 indicates a moderate deviation from the national average of -0.119. This suggests the university is more prone to institutional self-citation than its peers across the country. A certain level of self-citation is natural, reflecting ongoing research lines. However, this elevated rate warns of a potential 'echo chamber,' where the institution's work may not be receiving sufficient external scrutiny. This pattern suggests a risk of endogamous impact inflation, where academic influence could be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution shows a Z-score of -0.342, demonstrating a clear preventive isolation from the risk dynamics observed at the national level, where the Z-score is 0.179. This is a significant strength, indicating that the university does not replicate the national trend of publishing in journals that fail to meet international quality or ethical standards. This result highlights a robust due diligence process in selecting dissemination channels, effectively protecting the institution from the severe reputational risks and wasted resources associated with 'predatory' or low-quality publishing practices prevalent elsewhere in the system.
With a Z-score of 4.339, the institution shows a critical accentuation of risk compared to the national Z-score of 0.074. This result indicates that the university is not just following a national trend but is amplifying the vulnerabilities present in the system to a significant degree. While some fields legitimately require extensive author lists, such a high score outside of 'Big Science' contexts is a major red flag for author list inflation, which dilutes individual accountability and transparency. This severe discrepancy demands an urgent internal review to distinguish between necessary massive collaboration and the potential prevalence of 'honorary' or political authorship practices.
The institution's Z-score of 1.950 represents a moderate deviation from the national Z-score of -0.064. This wide positive gap suggests that the university is more sensitive than its national peers to a dependency on external partners for its citation impact. This signals a potential sustainability risk, as the institution's scientific prestige appears to be more exogenous and dependent on collaborators than structurally rooted in its own research leadership. This finding invites a strategic reflection on whether its high-impact metrics are the result of genuine internal capacity or a consequence of strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of 1.570 marks a moderate deviation from the national Z-score of -0.430, indicating a greater sensitivity to this risk factor compared to its peers. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This elevated indicator serves as an alert for potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation. It suggests a need to investigate whether institutional pressures are prioritizing raw metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution effectively isolates itself from a risk dynamic present at the national level, where the average Z-score is 0.119. This performance indicates a commendable commitment to seeking external, independent validation for its research. By avoiding excessive dependence on in-house journals, the university mitigates the conflicts of interest and risks of academic endogamy that can arise when an institution acts as both judge and party in the publication process. This approach enhances the global visibility and credibility of its scientific output by ensuring it passes through standard competitive peer review.
The institution's Z-score of -0.530 is consistent with the low-risk national environment, which has a Z-score of -0.245. This alignment demonstrates that the absence of signals for redundant publication, or 'salami slicing,' is in line with the national standard. A very low score in this indicator is a positive sign that the institution's researchers are focused on producing coherent studies with significant new knowledge, rather than artificially inflating productivity by fragmenting data into minimal publishable units. This reflects a healthy research culture that prioritizes substance over volume.
