| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.060 | -0.526 |
|
Retracted Output
|
-0.155 | -0.173 |
|
Institutional Self-Citation
|
-0.026 | -0.119 |
|
Discontinued Journals Output
|
0.354 | 0.179 |
|
Hyperauthored Output
|
1.852 | 0.074 |
|
Leadership Impact Gap
|
0.409 | -0.064 |
|
Hyperprolific Authors
|
0.662 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
0.051 | -0.245 |
Yozgat Bozok University presents a complex integrity profile, with an overall score of 0.184 reflecting both commendable strengths and areas of significant vulnerability that require strategic intervention. The institution demonstrates robust governance in key areas, particularly its exceptionally low rate of publication in institutional journals, which fosters external validation and global visibility. However, this is contrasted by a significant alert in the rate of hyper-authored output and medium-level risks in multiple affiliations, publication in discontinued journals, and potential data fragmentation, which are more pronounced than national averages. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Pharmacology, Toxicology and Pharmaceutics (ranked 6th), Earth and Planetary Sciences (19th), Veterinary (24th), and Chemistry (29th). These areas of excellence are foundational, yet the identified integrity risks, especially those suggesting a focus on quantity over substance, could undermine the core tenets of its mission to be a university "based on quality" that "adds value to its country and humanity." To fully realize its innovative and entrepreneurial vision, it is crucial to align research practices with these stated values, ensuring that its growing influence is built upon a foundation of unimpeachable scientific integrity.
The institution's Z-score of 0.060 indicates a moderate deviation from the national standard of -0.526, suggesting a greater sensitivity to this risk factor compared to its peers. This elevated rate warrants a review to ensure that all affiliations are substantive and not merely strategic. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or engage in “affiliation shopping,” a practice that could dilute the university's unique research identity.
With a Z-score of -0.155, the institution's performance is statistically normal and aligns closely with the national average of -0.173. This result suggests that the rate of retractions is as expected for its context and size. The data does not indicate any systemic failure in pre-publication quality control mechanisms compared to national peers, reflecting a standard and responsible approach to correcting the scientific record when necessary.
The institution's Z-score of -0.026, while low, is slightly higher than the national average of -0.119, pointing to an incipient vulnerability that warrants observation. A certain level of self-citation is natural and reflects the continuity of established research lines. However, this slight elevation suggests a need for proactive monitoring to ensure it does not escalate into a pattern of scientific isolation or an 'echo chamber' where the institution's work is validated without sufficient external scrutiny, which could lead to an overestimation of its academic influence.
With a Z-score of 0.354, the institution demonstrates a higher exposure to publishing in discontinued journals compared to the national average of 0.179, indicating it is more prone to this risk than its peers. This constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of scientific production being channeled through media that do not meet international ethical or quality standards exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of 1.852 is significantly elevated, amplifying a vulnerability already present in the national system (Z-score 0.074). This high rate of hyper-authored publications, when appearing outside 'Big Science' contexts, can indicate author list inflation, which dilutes individual accountability and transparency. This serves as a strong signal to distinguish between necessary massive collaboration and 'honorary' or political authorship practices that compromise the integrity of the research record.
The institution's Z-score of 0.409 marks a moderate deviation from the national standard (-0.064), revealing a greater sensitivity to this risk factor. This wide positive gap suggests that while the institution's global impact is noteworthy, its scientific prestige may be heavily dependent on external collaborations where it does not exercise intellectual leadership. This signals a sustainability risk and invites reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in partnerships.
The institution's Z-score of 0.662 shows a moderate deviation from the national average (-0.430), indicating a greater sensitivity to the presence of hyperprolific authors. Extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, 'salami slicing,' or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific record integrity.
The institution demonstrates a commendable preventive isolation from national trends, with a Z-score of -0.268 compared to the country's 0.119. This shows that the institution does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on in-house journals, it successfully mitigates potential conflicts of interest and academic endogamy, as the institution is not acting as both judge and party. This practice ensures its scientific production is validated through independent external peer review, thereby enhancing its global visibility and credibility.
The institution's Z-score of 0.051 represents a moderate deviation from the national average (-0.245), suggesting a greater sensitivity to this risk. This value alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This dynamic, known as 'salami slicing,' distorts available scientific evidence and overburdens the review system, prioritizing volume over the generation of significant new knowledge.
