| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.134 | -0.927 |
|
Retracted Output
|
2.287 | 0.279 |
|
Institutional Self-Citation
|
1.240 | 0.520 |
|
Discontinued Journals Output
|
5.007 | 1.099 |
|
Hyperauthored Output
|
-1.342 | -1.024 |
|
Leadership Impact Gap
|
-0.281 | -0.292 |
|
Hyperprolific Authors
|
-0.858 | -0.067 |
|
Institutional Journal Output
|
-0.268 | -0.250 |
|
Redundant Output
|
1.228 | 0.720 |
AMET University's overall integrity profile, reflected in a risk score of 1.503, reveals a significant dichotomy between areas of robust governance and critical vulnerabilities that require immediate attention. The institution demonstrates commendable strengths in managing authorship and affiliation practices, with very low risk signals in Multiple Affiliations, Hyper-Authored Output, and Hyperprolific Authors, indicating clear and transparent processes. However, this positive performance is overshadowed by significant alerts in the Rate of Retracted Output and, most notably, the Rate of Output in Discontinued Journals, which suggest systemic weaknesses in quality control and due diligence. These risks directly challenge the university's mission "to deliver technical knowledge and ethical values with uncompromising strides of excellence." Publishing in predatory journals and a high retraction rate are fundamentally at odds with the principles of excellence and ethical conduct. While the university shows strong thematic positioning in Engineering, Chemistry, and Energy according to SCImago Institutions Rankings data, these reputational assets are jeopardized by integrity lapses. To safeguard its mission and academic standing, it is imperative that the institution implements a comprehensive strategy focused on enhancing pre-publication review mechanisms and promoting information literacy among its researchers to ensure publication channels align with its commitment to excellence.
The institution demonstrates an exceptionally low rate of multiple affiliations (Z-score: -1.134), a value that is even more conservative than the already low national average (Z-score: -0.927). This indicates a complete absence of risk signals in this area, suggesting that affiliations are managed with exemplary clarity and transparency. This operational silence is a sign of robust governance, effectively avoiding practices like "affiliation shopping" which can be used to artificially inflate institutional credit.
The institution's rate of retracted output is at a significant level (Z-score: 2.287), markedly amplifying a vulnerability that is already present at a medium level in the national system (Z-score: 0.279). A rate this far above the average is a critical alert suggesting that the institution's pre-publication quality control mechanisms may be failing systemically. This high Z-score points to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
With a Z-score of 1.240, the institution demonstrates a higher exposure to institutional self-citation compared to the national average of 0.520, indicating that it is more prone to this risk factor than its peers. This elevated rate warns of the potential for concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This trend risks endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broader recognition from the global scientific community.
The institution presents a critically high rate of publication in discontinued journals (Z-score: 5.007), a figure that dramatically accentuates the medium-level risk already observed nationally (Z-score: 1.099). This constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high Z-score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -1.342 for hyper-authored output indicates a very low incidence of this practice, which is consistent with the low-risk profile observed at the national level (Z-score: -1.024). This alignment suggests that the institution's authorship practices are well-calibrated and transparent. The absence of risk signals in this area indicates that authorship is generally assigned based on meaningful contributions, effectively avoiding the dilution of individual accountability that can arise from 'honorary' or inflated author lists.
The institution's score for the impact gap (Z-score: -0.281) is statistically normal and fully aligned with the national average (Z-score: -0.292). This indicates a healthy balance between the impact generated through collaborations and the impact of research led internally. The absence of a wide positive gap suggests that the institution's scientific prestige is not overly dependent on external partners but is rooted in its own structural capacity, demonstrating a sustainable model for building academic influence.
The institution exhibits a prudent profile regarding hyperprolific authors, with a Z-score of -0.858 that is significantly lower than the national average of -0.067. This suggests that the institution manages its research processes with more rigor than the national standard, effectively mitigating the risks associated with extreme publication volumes. This low rate indicates a healthy balance between quantity and quality, avoiding dynamics such as coercive authorship or the assignment of credit without real participation, thereby safeguarding the integrity of its scientific record.
With a Z-score of -0.268, the institution demonstrates complete integrity synchrony with the national context (Z-score: -0.250), showing a very low rate of publication in its own journals. This total alignment with an environment of maximum scientific security indicates that the institution prioritizes external, independent peer review for validating its research. By avoiding excessive dependence on in-house journals, it mitigates potential conflicts of interest and academic endogamy, ensuring its scientific output competes on a global stage.
The institution's rate of redundant output, with a Z-score of 1.228, indicates a high exposure to this risk, surpassing the national average of 0.720. This suggests the institution is more prone than its peers to practices like 'salami slicing,' where a single study may be fragmented into minimal publishable units to artificially inflate productivity metrics. This elevated value serves as an alert, as such practices can distort the available scientific evidence and overburden the peer-review system, prioritizing publication volume over the generation of significant new knowledge.
