| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
5.205 | -0.755 |
|
Retracted Output
|
0.183 | -0.058 |
|
Institutional Self-Citation
|
-1.423 | 0.660 |
|
Discontinued Journals Output
|
-0.250 | -0.195 |
|
Hyperauthored Output
|
-0.954 | -0.109 |
|
Leadership Impact Gap
|
1.755 | 0.400 |
|
Hyperprolific Authors
|
-0.021 | -0.611 |
|
Institutional Journal Output
|
-0.268 | 0.344 |
|
Redundant Output
|
-1.186 | 0.026 |
The University of Economics and Human Sciences in Warsaw presents a complex integrity profile, with an overall score of 0.406 reflecting a combination of exceptional strengths and critical vulnerabilities. The institution demonstrates exemplary control in key areas, registering very low risk in Institutional Self-Citation, Output in Institutional Journals, and Redundant Output, effectively isolating itself from national trends of concern. These strengths suggest robust internal governance regarding citation practices and publication channel selection. However, this positive performance is contrasted by a significant alert in the Rate of Multiple Affiliations, which is critically high and represents a severe discrepancy from the national standard. Additionally, medium-risk signals in Retracted Output and the gap in impact between led and collaborative research point to potential weaknesses in quality control and strategic scientific dependency. According to SCImago Institutions Rankings data, the University's thematic strengths are most prominent in Psychology, Business, Management and Accounting, Economics, Econometrics and Finance, and Arts and Humanities. While the institution's specific mission was not localized for this report, the identified risks, particularly those related to affiliation transparency and post-publication corrections, could challenge the universal academic values of excellence and integrity. By strategically addressing these specific vulnerabilities while building upon its demonstrated areas of control, the University can enhance its reputational standing and ensure its research contributions are both impactful and unimpeachable.
The institution's Z-score of 5.205 for the Rate of Multiple Affiliations indicates a severe discrepancy compared to the national average of -0.755. This risk activity is highly atypical for the Polish context and requires a deep integrity assessment. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The magnitude of this indicator suggests that such practices may be systemic rather than isolated, warranting an urgent review to ensure that affiliation policies are transparent and do not compromise the institution's academic credibility.
With a Z-score of 0.183, the institution shows a moderate deviation from the national average of -0.058 in its Rate of Retracted Output. This suggests a greater sensitivity to risk factors than its national peers, pointing to potential systemic failures in pre-publication quality control. Retractions are complex events, and while some reflect responsible error correction, a rate significantly higher than the norm alerts to a vulnerability in the institution's integrity culture. This may indicate recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent further reputational damage.
The University demonstrates a commendable Z-score of -1.423 for Institutional Self-Citation, indicating a state of preventive isolation from the medium-risk dynamics observed nationally (Z-score: 0.660). This very low rate is a strong signal of healthy external engagement and validation. A certain level of self-citation is natural as it reflects the continuity of research lines; however, the institution's performance confirms it successfully avoids the risks of scientific isolation or 'echo chambers.' This result suggests that the institution's academic influence is built on broad recognition from the global community rather than being inflated by internal dynamics.
The institution maintains a prudent profile regarding its Rate of Output in Discontinued Journals, with a Z-score of -0.250 that is slightly more rigorous than the national standard (-0.195). This low-risk level indicates that the institution's researchers are generally effective in selecting reputable dissemination channels. The data suggests that processes are in place, formally or informally, that guide authors away from media that fail to meet international ethical or quality standards, thereby protecting the institution from the reputational risks associated with predatory or low-quality publishing practices.
With a Z-score of -0.954, the institution exhibits a prudent profile in its Rate of Hyper-Authored Output, performing with more rigor than the national standard (-0.109). This low value indicates that the institution is not prone to the risks of author list inflation. It suggests a culture where authorship is likely tied to meaningful contribution, maintaining individual accountability and transparency. The institution successfully distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' or political authorship, reinforcing the integrity of its research attributions.
The institution's Z-score of 1.755 for the gap between its total and leadership-driven impact reveals high exposure to this risk factor, exceeding the national average of 0.400. This medium-risk signal suggests that the institution's scientific prestige may be significantly dependent on external partners rather than being structurally generated from within. A wide positive gap, where overall impact is high but the impact of institution-led research is comparatively low, signals a sustainability risk. It invites reflection on whether the institution's excellence metrics result from its own core capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -0.021 for the Rate of Hyperprolific Authors points to an incipient vulnerability, as it shows signals that, while still low, are more pronounced than the national average of -0.611. This warrants review before the issue escalates. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This indicator serves as a preliminary alert to monitor for potential imbalances between quantity and quality, and to ensure that authorship is not being assigned without real participation or as a result of fragmenting research into minimal units.
With a Z-score of -0.268, the University shows an exemplary low Rate of Output in Institutional Journals, achieving a state of preventive isolation from the medium-risk practices seen at the national level (Z-score: 0.344). This performance effectively mitigates the conflicts of interest that arise when an institution acts as both judge and party in the publication process. By avoiding dependence on in-house journals, the institution ensures its scientific production undergoes independent external peer review, which enhances its global visibility and confirms that its researchers compete on standard, competitive terms rather than using internal 'fast tracks'.
The institution's Z-score of -1.186 for Redundant Output is exceptionally low, placing it in preventive isolation from the medium-risk trend observed across the country (Z-score: 0.026). This result indicates a strong institutional culture that prioritizes significant new knowledge over artificially inflated productivity. The data suggests that the practice of dividing a coherent study into minimal publishable units, or 'salami slicing,' is not prevalent. This commitment to substantive research protects the integrity of the scientific record and avoids overburdening the peer-review system with fragmented, low-value contributions.
