| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.984 | -0.526 |
|
Retracted Output
|
-0.268 | -0.173 |
|
Institutional Self-Citation
|
0.467 | -0.119 |
|
Discontinued Journals Output
|
-0.083 | 0.179 |
|
Hyperauthored Output
|
-1.342 | 0.074 |
|
Leadership Impact Gap
|
-1.306 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.781 | -0.245 |
Adana Science and Technology University presents a strong scientific integrity profile, with an overall risk score of -0.512 that indicates robust governance and responsible research practices. The institution's primary strength lies in its exceptional performance across multiple indicators, particularly in maintaining very low rates of hyper-authored output, hyperprolific authorship, and redundant publications, effectively isolating itself from national risk trends. This operational excellence is a key asset, aligning with its strong thematic positioning in areas such as Earth and Planetary Sciences, Agricultural and Biological Sciences, and Chemistry, as evidenced by SCImago Institutions Rankings data. The only notable vulnerability is a moderate level of institutional self-citation, which deviates from the national norm. While the institution's specific mission statement was not available for this analysis, this demonstrated commitment to integrity provides a solid foundation for any strategic objective centered on academic excellence and societal impact. Addressing the self-citation pattern will be crucial to ensure that the institution's influence is perceived as globally validated, thereby reinforcing its mission. The university is well-positioned to leverage its sound integrity framework as a strategic advantage, fostering a culture of transparency and quality that will enhance its national and international standing.
The institution demonstrates an exceptionally low risk profile in this area, with a Z-score of -0.984, which is significantly below the national average of -0.526. This result reflects a clear and transparent policy regarding researcher affiliations. The absence of risk signals, even when compared to a low-risk national context, suggests that the university's practices are well-aligned with international standards. This effectively prevents any perception of strategic "affiliation shopping" or attempts to artificially inflate institutional credit, reinforcing a culture of straightforward academic accounting.
With a Z-score of -0.268, the institution maintains a low-risk profile that is even more prudent than the national standard (-0.173). This indicates that the university's quality control and pre-publication supervision mechanisms are managed with greater rigor than its peers. While retractions can sometimes signify responsible error correction, this comparatively lower rate suggests that systemic failures or recurring malpractice are effectively mitigated, protecting the institution's reputation and underscoring a strong commitment to methodological integrity.
The institution's Z-score of 0.467 places it at a medium risk level, representing a moderate deviation from the low-risk national average of -0.119. This is the most significant vulnerability identified, as it shows a greater sensitivity to this risk factor than peer institutions. A certain level of self-citation is natural, but this elevated rate could signal the formation of an 'echo chamber' where work is validated internally without sufficient external scrutiny. This pattern warrants a strategic review to ensure that the institution's academic influence is driven by global community recognition rather than being oversized by endogamous dynamics that could inflate its perceived impact.
The university exhibits strong institutional resilience with a low-risk Z-score of -0.083, successfully mitigating the systemic risks observed at the national level, where the average is a medium-risk 0.179. This performance indicates that the institution has effective control mechanisms and promotes a high degree of due diligence in the selection of publication channels. By avoiding journals that fail to meet international ethical or quality standards, the university safeguards its reputation and ensures its research resources are not wasted on 'predatory' or low-impact practices.
A Z-score of -1.342 signifies a state of preventive isolation from national trends, as the institution maintains a very low-risk profile in stark contrast to the country's medium-risk average of 0.074. This result demonstrates that the university does not replicate the risk dynamics related to authorship inflation observed in its environment. The near absence of hyper-authorship suggests a strong culture of accountability and transparency, where authorship is clearly defined and not diluted by 'honorary' or political practices, ensuring that individual contributions remain meaningful.
The institution shows a very low-risk Z-score of -1.306, which is well below the national low-risk average of -0.064. This excellent result signals that the university's scientific prestige is not dependent on external partners but is structurally generated from within. The minimal gap between its overall impact and the impact of research it leads indicates a high degree of internal capacity and intellectual leadership. This reflects a sustainable model of excellence where prestige is a direct result of the institution's own research capabilities, not merely a byproduct of strategic collaborations.
With a Z-score of -1.413, the institution shows a near-total absence of risk signals in this area, performing significantly better than the already low-risk national average of -0.430. This very low rate of hyperprolific authors points to a healthy institutional balance between quantity and quality in research output. It suggests that the university's culture does not incentivize dynamics that prioritize metrics over scientific integrity, such as coercive authorship or assigning credit without meaningful participation, thereby upholding the value of each individual's intellectual contribution.
The institution demonstrates a clear preventive isolation from national vulnerabilities, with a very low-risk Z-score of -0.268 compared to the country's medium-risk average of 0.119. This indicates a strong commitment to seeking independent, external peer review for its research. By avoiding over-reliance on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and credibility of its scientific production, ensuring it is validated through standard competitive channels rather than internal 'fast tracks'.
The university's Z-score of -0.781 is in the very low-risk category, reflecting a much stronger performance than the national low-risk average of -0.245. This near absence of redundant publications indicates a research culture that prioritizes significant new knowledge over artificially inflating productivity metrics. It suggests that practices like 'salami slicing'—dividing a single study into minimal publishable units—are not prevalent, which reinforces the integrity of the scientific record and shows respect for the academic review system.
