| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.538 | -0.021 |
|
Retracted Output
|
3.508 | 1.173 |
|
Institutional Self-Citation
|
-0.153 | -0.059 |
|
Discontinued Journals Output
|
0.260 | 0.812 |
|
Hyperauthored Output
|
-1.027 | -0.681 |
|
Leadership Impact Gap
|
-1.495 | 0.218 |
|
Hyperprolific Authors
|
-0.048 | 0.267 |
|
Institutional Journal Output
|
-0.268 | -0.157 |
|
Redundant Output
|
-1.186 | -0.339 |
National Textile University demonstrates a robust overall integrity profile, reflected in a strong global score of 0.826. The institution's primary strengths lie in its exceptional intellectual leadership, with research led by its own authors showing higher impact than its collaborative output, and a commendable commitment to external validation, evidenced by minimal use of institutional journals. This operational rigor is further supported by very low rates of redundant publications and hyperprolific authorship, indicating a culture that prioritizes quality over sheer volume. These strengths are foundational to its notable performance in key thematic areas, including its top national ranking in Biochemistry, Genetics and Molecular Biology and its position as a national leader in Energy, according to SCImago Institutions Rankings data. However, this profile of excellence is critically undermined by a significant alert in the rate of retracted output, which is an outlier both nationally and globally. This vulnerability directly challenges the University's mission to pursue "excellence in education, research and innovation," as repeated integrity failures can erode the credibility of its contributions to socio-economic development. The University is therefore advised to leverage its clear institutional strengths and governance capacity to urgently implement rigorous pre-publication quality control mechanisms, thereby aligning its operational practices with its stated mission and solidifying its role as a national leader in both research and scientific integrity.
The institution exhibits a prudent profile in its management of academic affiliations, with a Z-score of -0.538, which is notably lower than the national average of -0.021. This indicates that the University manages its collaborative processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate suggests that the institution is effectively avoiding practices like "affiliation shopping," where credit is strategically inflated. The data points to a healthy and transparent approach to declaring institutional contributions in collaborative research.
A global red flag is raised by the institution's Z-score of 3.508 for retracted publications, a figure that significantly surpasses the already high national average of 1.173. This result positions the University as a leader in risk metrics within a country already facing challenges in this area. A rate this far above the global average is a critical alert, suggesting that quality control mechanisms prior to publication may be failing systemically. This is not merely a series of isolated incidents but a potential vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate and decisive qualitative verification by management to protect its scientific reputation.
With a Z-score of -0.153, which is below the national average of -0.059, the institution demonstrates a prudent and healthy citation profile. This superior performance relative to the national context indicates that the University's research is achieving validation from the broader scientific community rather than relying on internal "echo chambers." A certain level of self-citation is natural, but this low rate confirms that the institution is avoiding the risk of endogamous impact inflation, ensuring its academic influence is a reflection of genuine global recognition, not just internal dynamics.
The institution demonstrates differentiated management of publication channels, with a Z-score of 0.260, which is considerably lower than the national average of 0.812. This suggests that while the risk of publishing in low-quality journals is a common issue in the country, the University is successfully moderating this trend. A high proportion of output in discontinued journals constitutes a critical alert regarding due diligence, as it exposes an institution to severe reputational risks. The University's ability to contain this practice better than its peers is a positive sign, though continued vigilance and information literacy training are necessary to fully eliminate the wasting of resources on predatory or substandard media.
The University maintains a prudent profile regarding authorship, with a Z-score of -1.027, well below the national average of -0.681. This demonstrates a more rigorous approach to authorship practices compared to the national standard. Outside of "Big Science" contexts where extensive author lists are normal, high rates can indicate author list inflation, which dilutes individual accountability. The institution's low score in this area is a strong indicator of transparency and suggests a culture that discourages "honorary" or political authorship, reinforcing the integrity of its research contributions.
The institution shows a remarkable strength in its research autonomy, reflected in a Z-score of -1.495, which stands in stark contrast to the national average of 0.218. This result signifies a state of preventive isolation, where the University does not replicate the risk of impact dependency observed nationally. A wide positive gap often signals that prestige is reliant on external partners. However, the University's negative score indicates the opposite: the impact of research where it holds intellectual leadership is stronger than its overall collaborative impact. This is a clear sign of robust, structural internal capacity and sustainable scientific prestige, not just strategic positioning.
The University displays strong institutional resilience against the risks of hyperprolific authorship, with a Z-score of -0.048, while the national average sits at a moderate-risk 0.267. This indicates that the institution's control mechanisms are effectively mitigating a systemic risk present in the country. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and often point to risks like coercive authorship or a focus on quantity over quality. The University's low score suggests a balanced and healthy research environment that prioritizes the integrity of the scientific record over inflated productivity metrics.
In its use of institutional journals, the University's performance is characterized by total operational silence, with a Z-score of -0.268, even lower than the country's very low average of -0.157. This near-absence of risk signals demonstrates an exemplary commitment to independent, external peer review. While in-house journals can be valuable for local dissemination, excessive dependence on them creates conflicts of interest and risks academic endogamy. The institution's practice of seeking validation through global channels enhances its visibility and confirms that it avoids using internal publications as "fast tracks" to inflate CVs without standard competitive scrutiny.
The institution exhibits low-profile consistency in its publication ethics, with a Z-score of -1.186, indicating a virtual absence of redundant output, a performance that is significantly better than the national average of -0.339. This strong result aligns with an environment of high integrity. A high rate of bibliographic overlap often indicates "salami slicing," where studies are fragmented into minimal units to artificially inflate productivity. The University's extremely low score suggests a culture that values the publication of coherent, significant new knowledge over the distortion of the scientific record for metric-driven goals.
