| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.628 | -0.755 |
|
Retracted Output
|
-0.550 | -0.058 |
|
Institutional Self-Citation
|
2.379 | 0.660 |
|
Discontinued Journals Output
|
0.045 | -0.195 |
|
Hyperauthored Output
|
-1.154 | -0.109 |
|
Leadership Impact Gap
|
-1.431 | 0.400 |
|
Hyperprolific Authors
|
-1.413 | -0.611 |
|
Institutional Journal Output
|
-0.268 | 0.344 |
|
Redundant Output
|
-0.615 | 0.026 |
The Academy of Physical Education in Katowice presents a robust and commendable scientific integrity profile, with an overall score of -0.302 indicating performance slightly superior to the global average. This result reflects a clear duality: on one hand, the institution demonstrates exceptional control over a majority of risk indicators, particularly in areas concerning authorship, publication quality, and scientific autonomy. On the other hand, it faces medium-level alerts in three specific areas—Rate of Multiple Affiliations, Rate of Institutional Self-Citation, and Rate of Output in Discontinued Journals—which require targeted strategic intervention. The institution's research strengths, as evidenced by SCImago Institutions Rankings data, are concentrated in Medicine, Biochemistry, Genetics and Molecular Biology, and Social Sciences. The identified integrity risks, such as potential impact inflation through self-citation or questionable affiliation practices, could subtly undermine the perceived excellence and social responsibility inherent in any academic mission. By proactively addressing these vulnerabilities, the Academy has a significant opportunity to build upon its solid foundation, transforming areas of moderate risk into new strengths and consolidating its position as a leader in responsible and high-impact research.
The institution's Z-score of 0.628 for this indicator shows a moderate deviation from the national average of -0.755, suggesting a greater sensitivity to this risk factor than its peers in Poland. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this divergence warrants a review to ensure that these practices are not being used as a strategic attempt to inflate institutional credit through “affiliation shopping.” A proactive analysis of affiliation patterns would help confirm that they reflect genuine collaboration rather than a misrepresentation of the institution's research footprint.
With a Z-score of -0.550, the institution demonstrates a very low rate of retracted publications, a figure that is even more favorable than the already low national average of -0.058. This low-profile consistency is a strong positive signal, indicating that the institution's pre-publication quality control mechanisms are robust and effective. The absence of risk signals in this critical area aligns with the national standard and points to a healthy culture of scientific integrity and responsible supervision, where potential errors are managed before they enter the scientific record.
The institution's Z-score of 2.379 is significantly higher than the national average of 0.660, indicating a high exposure to the risks associated with this practice. A certain level of self-citation is natural, but this disproportionately high rate can signal the presence of scientific isolation or an 'echo chamber' where work is validated internally rather than by the global community. This pattern warns of potential endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics and that a strategic push towards broader external engagement is needed.
The institution's Z-score of 0.045 represents a moderate deviation from the national average of -0.195, indicating a greater tendency to publish in journals that have been discontinued. This serves as a critical alert regarding the due diligence applied in selecting dissemination channels. A high Z-score in this area indicates that a portion of scientific production is being channeled through media that may not 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 or low-quality practices.
The institution maintains a very low rate of hyper-authored publications, with a Z-score of -1.154 that is well below the national average of -0.109. This low-profile consistency demonstrates a healthy and transparent approach to authorship that aligns with the national standard. The data confirms the absence of risks related to author list inflation or honorary authorships, reinforcing the integrity of the institution's collaborative research and the accountability of its contributors.
With a Z-score of -1.431, the institution shows a negligible gap between its overall impact and the impact of research it leads, a stark contrast to the national average of 0.400, which suggests a broader trend of dependency. This result demonstrates a preventive isolation from national risk dynamics, signaling strong scientific autonomy and sustainability. It confirms that the institution's scientific prestige is structural and derived from its own internal capacity for intellectual leadership, rather than being dependent on external partners.
The institution's Z-score of -1.413 is significantly lower than the national average of -0.611, indicating a complete absence of risk signals related to hyperprolific authorship. This low-profile consistency suggests a research culture that prioritizes quality and meaningful intellectual contribution over sheer publication volume. It reflects a healthy balance that discourages practices such as coercive authorship or "salami slicing," thereby protecting the integrity of the scientific record.
With a Z-score of -0.268, the institution publishes significantly less in its own journals compared to the national average of 0.344. This demonstrates a clear preventive isolation from the risks of academic endogamy and potential conflicts of interest. By prioritizing external, independent peer review, the institution ensures its research undergoes standard competitive validation, which enhances its global visibility and reinforces its commitment to objective scientific evaluation.
The institution shows a very low rate of redundant output, with a Z-score of -0.615 that stands in contrast to the national average of 0.026. This indicates a successful preventive isolation from the practice of 'salami slicing.' The data suggests that the institution's researchers are focused on publishing coherent, significant studies rather than artificially inflating productivity by fragmenting their work. This commitment to substance over volume strengthens the integrity of the scientific record and reflects a highly responsible research culture.
