| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.933 | -0.664 |
|
Retracted Output
|
-0.221 | -0.216 |
|
Institutional Self-Citation
|
2.903 | 1.838 |
|
Discontinued Journals Output
|
1.899 | 2.866 |
|
Hyperauthored Output
|
-0.714 | -0.713 |
|
Leadership Impact Gap
|
2.219 | 1.894 |
|
Hyperprolific Authors
|
-0.352 | -0.659 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.274 | 0.060 |
The University of Prishtina demonstrates a complex scientific integrity profile, with an overall score of 0.392 reflecting both significant strengths and areas requiring strategic intervention. The institution exhibits exemplary control in areas such as the Rate of Output in Institutional Journals and the Rate of Multiple Affiliations, indicating robust governance and a commitment to external validation. However, this is contrasted by a significant risk in Institutional Self-Citation and medium-level alerts in the Impact Gap, Redundant Output, and publication in discontinued journals. According to SCImago Institutions Rankings data, the university holds a dominant leadership position within its national context, ranking first in Kosovo (UNMIK) across key disciplines including Medicine, Engineering, Social Sciences, and Arts and Humanities. While this national leadership is a core asset, the identified integrity risks, particularly the tendency towards academic insularity (self-citation) and dependency on external partners for high-impact research, could challenge a universal mission of achieving global scientific excellence and social responsibility. To secure its long-term international reputation, it is recommended that the university leverage its national standing to implement targeted policies that mitigate these vulnerabilities, thereby ensuring its research impact is both robust and globally recognized.
The institution presents a Z-score of -0.933, which is even lower than the national average of -0.664. This result indicates a very low-risk profile and demonstrates a consistent alignment with national integrity standards. The absence of signals in this area suggests that the university's affiliations are managed with high transparency. While multiple affiliations can be a legitimate result of researcher mobility or partnerships, the institution's controlled rate effectively avoids any perception of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of clear and honest attribution.
With a Z-score of -0.221, the institution's rate of retractions is statistically normal and virtually identical to the national average of -0.216. This level of activity is as expected for an institution of its context and size, showing no evidence of systemic failure in its quality control mechanisms. Retractions can be complex events, and the current low rate suggests that the university's pre-publication supervision and post-publication correction processes are functioning appropriately, without raising alarms about recurring malpractice or a lack of methodological rigor.
The institution's Z-score of 2.903 marks a significant risk, substantially amplifying the vulnerability already present in the national system, which has a medium-risk score of 1.838. This high rate signals a concerning level of scientific isolation. A certain degree of self-citation is natural, but this disproportionately high value warns of potential 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This dynamic creates a risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by genuine recognition from the global scientific community.
The institution shows a Z-score of 1.899, a medium-risk signal that nonetheless demonstrates relative containment compared to the country's critical situation (Z-score of 2.866). Although risk signals are present, the university appears to operate with more order and diligence than the national average. A high proportion of publications in discontinued journals constitutes a critical alert regarding the selection of dissemination channels. The institution's more moderate score suggests it is partially mitigating the severe reputational risks associated with channeling research through media that may not meet international ethical or quality standards, though continued vigilance is necessary to avoid wasting resources on low-quality practices.
The institution's Z-score of -0.714 is statistically normal and in complete alignment with the national average of -0.713. This low-risk level is as expected for its context and indicates no unusual patterns of hyper-authorship. This serves as a positive signal that, within the institution's prevalent disciplines, authorship practices are transparent and accountable, effectively distinguishing between necessary large-scale collaboration and potentially problematic 'honorary' or political authorship practices.
With a Z-score of 2.219, the institution shows a higher exposure to this medium-level risk compared to the national average of 1.894. This wider gap suggests that the university is more prone to a dependency on external partners for achieving high-impact research. A high value in this indicator signals a sustainability risk, suggesting that its scientific prestige may be more dependent and exogenous than structural. This finding invites a strategic reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from a strategic positioning in collaborations where it does not lead.
The institution's Z-score of -0.352, while in the low-risk category, points to an incipient vulnerability as it is higher than the national average of -0.659. This subtle signal warrants review before it potentially escalates. While high productivity can be legitimate, extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting a state of integrity synchrony. This total alignment in a very low-risk environment is a clear strength, demonstrating that the university is not dependent on its own publications. This practice avoids potential conflicts of interest where an institution acts as both judge and party. By prioritizing external, independent peer review, the university enhances the global visibility and competitive validation of its research, steering clear of academic endogamy or the use of internal channels as 'fast tracks' to inflate productivity.
The institution's Z-score of 0.274 indicates a high exposure to this medium-level risk, as it is significantly greater than the national average of 0.060. This suggests the university is more prone than its national peers to practices that may fragment research findings. A high value here alerts to the risk of 'salami slicing,' where a coherent study is divided into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer-review system, prioritizing publication volume over the generation of significant new knowledge.
