| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.936 | 0.189 |
|
Retracted Output
|
-0.475 | -0.138 |
|
Institutional Self-Citation
|
-1.014 | -0.160 |
|
Discontinued Journals Output
|
0.248 | 0.177 |
|
Hyperauthored Output
|
-0.800 | -0.469 |
|
Leadership Impact Gap
|
0.426 | 0.556 |
|
Hyperprolific Authors
|
-1.413 | -1.020 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.384 | -0.667 |
The University of Energy and Natural Resources demonstrates a robust scientific integrity profile, with an overall risk score of -0.256 indicating performance that is healthier than the global average. The institution exhibits exceptional strength in areas of fundamental research integrity, including a near-zero incidence of retracted publications, hyperprolific authorship, and institutional self-citation, suggesting a culture that prioritizes quality, accountability, and external validation. These strengths are foundational to its mission of solving critical societal challenges. According to SCImago Institutions Rankings data, the university's academic prowess is most prominent in Computer Science and Engineering, where it ranks 3rd nationally, followed by strong showings in Social Sciences and Earth and Planetary Sciences. However, to fully align its operational practices with its mission of excellence, attention is required for medium-risk indicators such as the Rate of Multiple Affiliations and Output in Discontinued Journals. These practices, if left unmonitored, could undermine the credibility and impact of its vital research in energy and natural resources. A proactive strategy to enhance publication channel selection and clarify affiliation policies will ensure that the university's significant academic contributions achieve their maximum and deserved global recognition.
The institution presents a Z-score of 0.936, which is notably higher than the national average of 0.189. Although both the university and the country operate within a medium-risk framework for this indicator, the institution shows a greater propensity for this practice. This suggests a higher exposure to the risks associated with multiple affiliations. While often legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This elevated signal warrants a review of institutional policies to ensure that all declared affiliations reflect substantive and transparent collaboration, maintaining the integrity of the university's academic footprint.
With a Z-score of -0.475, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the national average of -0.138. This very low risk profile, situated within a country that already maintains a low-risk standard, points to a consistent and effective system of quality control. This absence of risk signals indicates that the university's pre-publication review and supervision mechanisms are robust. Retractions can stem from honest errors, but a near-zero rate suggests a strong institutional culture of methodological rigor and integrity, effectively preventing the systemic failures that can lead to post-publication corrections.
The university's Z-score of -1.014 is exceptionally low, placing it in the very low risk category and well below the country's already low-risk average of -0.160. This result reflects a healthy pattern of external validation and integration within the global scientific community. A certain level of self-citation is natural, but this institution's minimal rate demonstrates that its research impact is not dependent on internal 'echo chambers'. This strong performance is a clear indicator that the university's academic influence is built on broad recognition from external peers rather than being inflated by endogamous citation dynamics.
The institution's Z-score of 0.248 is slightly above the national average of 0.177, placing both in the medium-risk category but indicating a higher exposure for the university. This pattern suggests the institution is more prone than its national peers to publishing in channels that fail to meet long-term quality and ethical standards. A high proportion of output in such journals constitutes a critical alert regarding due diligence in dissemination. This trend exposes the institution to severe reputational risks and suggests an urgent need to strengthen information literacy among researchers to avoid channeling valuable scientific work into predatory or low-quality venues.
With a Z-score of -0.800, the institution shows a lower incidence of hyper-authored publications compared to the national average of -0.469. This prudent profile suggests that the university manages its authorship practices with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science', this indicator's low value suggests the institution effectively avoids the risk of author list inflation and the dilution of individual accountability. This points to a healthy research culture where authorship is likely tied to meaningful contribution rather than honorary or political considerations.
The institution's Z-score of 0.426, while in the medium-risk category, is notably lower than the national average of 0.556. This indicates that the university is successfully moderating a risk that appears more pronounced across the country. The gap suggests some reliance on external partners for high-impact research, but the institution shows better-than-average management of this dependency. Nevertheless, the signal warns that a portion of its scientific prestige may be exogenous. This invites strategic reflection on strengthening internal capacity to ensure that excellence metrics increasingly result from research where the institution exercises full intellectual leadership.
The university's Z-score of -1.413 is in the very low risk category, significantly below the already very low national average of -1.020. This result signifies a total operational silence for this risk indicator. The complete absence of signals related to hyperprolific authorship is a strong positive sign, indicating a research environment that prioritizes quality and meaningful intellectual contribution over sheer volume. It suggests that practices such as coercive authorship or assigning credit without real participation are not present, reinforcing the integrity of the institution's scientific record.
The institution's Z-score of -0.268 is identical to the national average, placing both in the very low risk category. This perfect alignment demonstrates an integrity synchrony with the national environment, which favors external and independent validation channels. This shared low-risk profile indicates that the university avoids the potential conflicts of interest and academic endogamy associated with excessive reliance on in-house journals. By publishing in external venues, the institution ensures its research undergoes standard competitive peer review, maximizing its global visibility and credibility.
The institution registers a Z-score of -0.384, corresponding to a low level of risk. However, this represents a slight divergence from the national context, where the average score of -0.667 indicates a very low risk. This subtle difference suggests the emergence of risk signals at the university that are not prevalent in the rest of the country. It serves as an early warning for practices like 'salami slicing,' where studies might be fragmented into minimal units to inflate publication counts. While the current level is low, this deviation from the national norm warrants monitoring to ensure that the focus remains on producing significant new knowledge rather than prioritizing volume.
