| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.348 | 0.062 |
|
Retracted Output
|
0.671 | 0.455 |
|
Institutional Self-Citation
|
-0.235 | -0.371 |
|
Discontinued Journals Output
|
1.570 | 0.812 |
|
Hyperauthored Output
|
-1.246 | -0.759 |
|
Leadership Impact Gap
|
-0.635 | 0.410 |
|
Hyperprolific Authors
|
-1.261 | -0.246 |
|
Institutional Journal Output
|
-0.268 | 0.977 |
|
Redundant Output
|
0.332 | -0.066 |
The University of Technology and Applied Sciences demonstrates a solid scientific integrity profile, reflected in its overall score of 0.238. The institution exhibits significant strengths in governance and research culture, particularly in its very low rates of hyper-authorship, hyperprolific authors, and publication in institutional journals, alongside a healthy independence in its research impact. These positive indicators suggest a strong foundation for developing genuine internal capabilities. However, this profile is contrasted by medium-risk signals in the rates of retracted output, publications in discontinued journals, and redundant publications, which are higher than the national average. These vulnerabilities could undermine the institution's mission "to provide a high-quality... research environment," as they point to potential gaps in pre-publication quality control and strategic dissemination. The University's strong academic positioning, with top-five national rankings in key areas such as Physics and Astronomy, Agricultural and Biological Sciences, and Social Sciences, underscores the importance of addressing these integrity risks. To fully align its operational practices with its mission of excellence and social responsibility, it is recommended that the institution focuses on strengthening its policies regarding publication ethics and venue selection, thereby safeguarding its growing reputation and ensuring its research contributes meaningfully to social and economic needs.
With a Z-score of -0.348, the institution displays a low-risk profile that contrasts favorably with the national average of 0.062, which sits at a medium-risk level. This suggests the presence of effective institutional control mechanisms that successfully mitigate the systemic risks observed across the country. While multiple affiliations can be a legitimate outcome of collaboration, the university’s controlled rate indicates that it is not exposed to the risk of strategic "affiliation shopping" or artificial credit inflation, reflecting a clear and well-governed policy on researcher affiliations.
The institution's Z-score for retracted output is 0.671, placing it at a medium-risk level and notably higher than the national average of 0.455. This indicates that the university is more prone to this risk factor than its national peers. Retractions are complex events, but a rate significantly above the norm serves as a critical alert. It suggests that pre-publication quality control mechanisms may be failing systemically, potentially pointing to recurring malpractice or a lack of methodological rigor. This vulnerability in the institution's integrity culture requires immediate qualitative verification by management to prevent further reputational damage.
The university's Z-score of -0.235 is in the low-risk category, similar to the national average of -0.371. However, the institution's rate is slightly higher, signaling an incipient vulnerability that warrants monitoring. A certain level of self-citation is natural, reflecting ongoing research lines. Nevertheless, this subtle upward trend compared to the national baseline could be an early indicator of a move towards an 'echo chamber,' where work is validated internally without sufficient external scrutiny. Continued observation is recommended to ensure this does not escalate into a pattern of endogamous impact inflation.
At 1.570, the institution's Z-score for this indicator is at a medium-risk level and is substantially higher than the national average of 0.812. This high exposure suggests the university is more susceptible than its peers to channeling research into questionable publication venues. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates 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.
The institution demonstrates an exceptionally strong performance in this area, with a Z-score of -1.246, positioning it in the very low-risk category and well below the country's low-risk average of -0.759. This absence of risk signals is consistent with a healthy national environment and points to exemplary institutional practices. The data suggests that authorship is managed with high transparency and accountability, effectively distinguishing legitimate large-scale collaboration from problematic practices like honorary or inflated authorship, thereby reinforcing the integrity of its research contributions.
With a Z-score of -0.635, the institution shows a low-risk profile, standing in stark contrast to the national medium-risk average of 0.410. This indicates a high degree of institutional resilience, suggesting that the university's scientific prestige is built on a solid foundation of internal capacity rather than being dependent on external partners. The result signals that the institution exercises strong intellectual leadership in its research, a key marker of sustainability and structural excellence, effectively mitigating the risk of cultivating an impact that is merely exogenous or strategic.
The university's Z-score of -1.261 is in the very low-risk range, significantly better than the national low-risk average of -0.246. This alignment with a low-risk national standard, but at an even more secure level, reflects robust institutional oversight. The absence of hyperprolific authors suggests a healthy balance between quantity and quality in research output. This protects the institution from risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, ensuring that productivity metrics do not compromise the integrity of the scientific record.
The institution shows a Z-score of -0.268, a very low-risk value that effectively isolates it from the medium-risk dynamics observed at the national level (0.977). This demonstrates a clear strategic choice to prioritize external, independent peer review over in-house publication channels. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This commitment to global validation standards enhances the credibility and visibility of its research, ensuring its work competes on the international stage rather than being confined to a 'fast track' internal system.
The institution's Z-score of 0.332 places it in the medium-risk category, a moderate deviation from the country's low-risk average of -0.066. This suggests the university is more sensitive to practices that artificially inflate publication counts. A high value in this indicator alerts to the potential fragmentation of coherent studies into 'minimal publishable units.' This practice of 'salami slicing' not only overburdens the peer-review system but also distorts the scientific evidence base, prioritizing volume over the generation of significant new knowledge. A review of institutional incentives for publication may be warranted.