| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.060 | -0.526 |
|
Retracted Output
|
-0.212 | -0.173 |
|
Institutional Self-Citation
|
0.612 | -0.119 |
|
Discontinued Journals Output
|
1.073 | 0.179 |
|
Hyperauthored Output
|
1.327 | 0.074 |
|
Leadership Impact Gap
|
0.341 | -0.064 |
|
Hyperprolific Authors
|
-0.132 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
0.257 | -0.245 |
Konya Technical University presents a complex integrity profile, characterized by areas of exceptional control alongside a cluster of moderate, systemic risks that require strategic attention. With an overall risk score of 0.244, the institution demonstrates notable strengths in maintaining a very low rate of publication in its own journals and a prudent approach to retractions, indicating robust internal governance in specific areas. However, a pattern of moderate deviation from national benchmarks is observed across several indicators, including institutional self-citation, publication in discontinued journals, and hyper-authorship, suggesting a higher exposure to certain integrity vulnerabilities than its national peers. The University's strong academic positioning, evidenced by its SCImago Institutions Rankings in key areas such as Chemistry (42nd in Turkey), Agricultural and Biological Sciences (48th), and Physics and Astronomy (52nd), provides a solid foundation of research excellence. To fully align with its mission to cultivate "competent individuals who are committed to ethical values," it is crucial to address these moderate risks. Practices that could be perceived as inflating impact or productivity without sufficient external validation may undermine the very ethical framework the institution aims to champion. By proactively managing these vulnerabilities, Konya Technical University can ensure its recognized thematic strengths are built upon a foundation of unimpeachable scientific integrity, thereby reinforcing its commitment to producing knowledge for the genuine benefit of society.
The institution's Z-score of 0.060 for this indicator shows a moderate deviation from the national average of -0.526. This suggests that the University exhibits a greater sensitivity to risk factors associated with multiple affiliations than its peers across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed higher rate warrants a review. It serves as a signal to ensure that these affiliations are a product of genuine collaboration and not strategic attempts to inflate institutional credit or "affiliation shopping," thereby safeguarding the transparency of institutional contributions.
With a Z-score of -0.212, which is below the national average of -0.173, the institution demonstrates a prudent and commendable profile in this area. This performance indicates that the University's quality control and supervision mechanisms are managed with more rigor than the national standard. Retractions can be complex events, but this low rate suggests that pre-publication processes are effective and that the institutional culture promotes methodological soundness, successfully minimizing the incidence of systemic errors or potential malpractice that could lead to retractions.
The University's Z-score of 0.612 marks a moderate deviation from the national Z-score of -0.119, indicating a greater propensity for institutional self-citation compared to its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately higher rate signals a potential risk of scientific isolation or the formation of an 'echo chamber.' It warns of the possibility of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global scientific community, meriting a strategic review of citation practices.
The institution's Z-score of 1.073 reveals a high exposure to this risk, significantly surpassing the national average of 0.179. This indicates that the University is more prone than its environment to channeling its research into precarious publication venues. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This pattern suggests that a significant portion of scientific production may be directed to media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and highlighting an urgent need for enhanced information literacy to avoid 'predatory' practices.
With a Z-score of 1.327, the University shows high exposure to hyper-authorship, a rate considerably above the national average of 0.074. This suggests the institution is more susceptible to practices of author list inflation than its peers. While extensive author lists are legitimate in 'Big Science' disciplines, a high Z-score outside these contexts can indicate a dilution of individual accountability and transparency. This serves as a signal to distinguish between necessary massive collaboration and potentially problematic 'honorary' or political authorship practices that could compromise research integrity.
The institution's Z-score of 0.341 points to a moderate deviation from the national Z-score of -0.064. This wider positive gap suggests the University is more sensitive than its peers to a reliance on external partners for impact. A high value here signals a potential sustainability risk, suggesting that a significant portion of its scientific prestige may be dependent and exogenous rather than structurally generated from within. This invites reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from strategic positioning in collaborations where it plays a secondary role.
The University's Z-score of -0.132, while in the low-risk category, represents an incipient vulnerability when compared to the lower national average of -0.430. This subtle signal warrants review before it potentially escalates. While high productivity can reflect leadership, extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to the need to monitor for risks such as coercive authorship or the assignment of authorship without real participation, ensuring that metrics do not overshadow the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates an exemplary case of preventive isolation from a risk that is present at a medium level in the national context (Z-score of 0.119). This very low rate indicates that the University does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on its own journals, the institution effectively sidesteps potential conflicts of interest and academic endogamy. This practice reinforces its commitment to independent external peer review, enhances the global visibility of its research, and demonstrates a strong adherence to international standards of competitive validation.
The institution's Z-score of 0.257 for redundant output constitutes a moderate deviation from the national context, where the average Z-score is -0.245. This discrepancy indicates the University is more sensitive to this risk factor than its national peers. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing.' This elevated value alerts to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, a dynamic that can distort the available scientific evidence and prioritizes volume over the generation of significant new knowledge.
