| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.075 | -0.755 |
|
Retracted Output
|
-0.409 | -0.058 |
|
Institutional Self-Citation
|
0.806 | 0.660 |
|
Discontinued Journals Output
|
-0.351 | -0.195 |
|
Hyperauthored Output
|
-1.076 | -0.109 |
|
Leadership Impact Gap
|
-1.224 | 0.400 |
|
Hyperprolific Authors
|
-1.159 | -0.611 |
|
Institutional Journal Output
|
-0.268 | 0.344 |
|
Redundant Output
|
-0.798 | 0.026 |
Wroclaw University of Economics demonstrates an exceptionally strong scientific integrity profile, reflected in an overall risk score of -0.558. The institution exhibits robust governance and responsible research practices, with performance in the 'Very Low' risk category for the vast majority of indicators, including Rate of Retracted Output, Rate of Output in Discontinued Journals, and Rate of Redundant Output. The only area requiring strategic attention is a moderate level of Institutional Self-Citation, which is slightly above the national average. This outstanding integrity framework provides a solid foundation for the University's thematic strengths, as evidenced by its high national rankings in the SCImago Institutions Rankings, particularly in Psychology (ranked 11th in Poland), Business, Management and Accounting (14th), and Economics, Econometrics and Finance (14th). These results are in direct alignment with the institution's mission "To be a leading centre of creative thought and economic education in our region of Europe." A culture of high integrity is fundamental to fostering genuine creative thought and achieving recognized leadership. While the current self-citation pattern does not undermine this mission, addressing it proactively will further enhance the external validation of its research, solidifying its reputation and ensuring its influence is built on broad, international recognition. The recommendation is to maintain these excellent standards while implementing soft policies to encourage broader citation networks, thereby maximizing the global impact of its high-quality research.
The institution's Z-score of -1.075, compared to the national Z-score of -0.755, indicates an exemplary low rate of multiple affiliations. This absence of risk signals is consistent with the national standard, demonstrating robust and transparent affiliation practices. While multiple affiliations can be legitimate, the University's very low rate confirms that there are no signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and well-governed approach to academic collaboration.
With a Z-score of -0.409 against a national average of -0.058, the institution shows a very low incidence of retracted publications. This performance aligns with the low-risk national context and reflects a healthy scientific environment. Retractions can be complex, but this very low rate suggests that the institution's quality control mechanisms prior to publication are functioning effectively, and that its integrity culture is strong enough to prevent the systemic failures or recurring malpractice that a higher rate might indicate.
The institution's Z-score of 0.806 is higher than the national average of 0.660, indicating a greater exposure to this particular risk compared to its national peers. This suggests a need for monitoring, as disproportionately high rates of self-citation can signal scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This value warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics. A review of citation practices could help ensure its work achieves broader recognition from the global community.
A Z-score of -0.351, compared to the national Z-score of -0.195, confirms a very low and responsible engagement with journals that have been discontinued. This positive result is consistent with the national standard and indicates strong due diligence in selecting publication venues. The institution is effectively avoiding channels that fail to meet international ethical or quality standards, thereby protecting its reputation and preventing the waste of resources on 'predatory' or low-quality practices.
The institution demonstrates a prudent approach to authorship, with a Z-score of -1.076 that is significantly lower than the national average of -0.109. This shows that the institution manages its authorship processes with more rigor than the national standard. The data suggests a well-controlled environment that effectively distinguishes between necessary massive collaboration and practices like 'honorary' or political authorship, thereby reinforcing individual accountability and transparency in its research output.
A Z-score of -1.224 for the institution stands in stark contrast to the national average of 0.400, demonstrating a case of preventive isolation from a risk dynamic observed across the country. A wide positive gap can signal that prestige is dependent on external partners, but this strong negative value indicates the opposite: the impact of research led by the institution's own authors is robust and self-sufficient. This is a sign of high scientific maturity, suggesting that its excellence metrics result from real internal capacity and intellectual leadership.
With a Z-score of -1.159, well below the national Z-score of -0.611, the institution shows a very low incidence of hyperprolific authors. This absence of risk signals aligns with the national standard and points to a healthy balance between productivity and quality. The data suggests that the institution fosters an environment that prioritizes meaningful intellectual contribution over the artificial inflation of publication metrics, successfully avoiding the risks of coercive authorship or the assignment of authorship without real participation.
The institution's Z-score of -0.268 is significantly different from the national average of 0.344, indicating a successful isolation from a risk dynamic present elsewhere in the country. By not over-relying on its own journals, the institution avoids potential conflicts of interest and the risk of academic endogamy, where production might bypass independent external peer review. This practice enhances its global visibility and confirms its commitment to competitive validation standards rather than using internal channels as 'fast tracks' to inflate CVs.
The institution's Z-score of -0.798 is markedly lower than the national average of 0.026, showing that it effectively avoids the risk of redundant publications. This preventive isolation from a nationally observed trend indicates a strong institutional policy against the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. The data reflects a culture that values the publication of significant new knowledge over volume, thereby upholding the integrity of the scientific record.
