| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.225 | -0.785 |
|
Retracted Output
|
0.032 | 0.056 |
|
Institutional Self-Citation
|
5.334 | 4.357 |
|
Discontinued Journals Output
|
1.566 | 2.278 |
|
Hyperauthored Output
|
0.434 | -0.684 |
|
Leadership Impact Gap
|
-2.729 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
-0.312 | 2.716 |
Dnipro State Agrarian and Economic University presents a profile of notable strengths in research integrity alongside a critical vulnerability that requires immediate strategic attention. With an overall score of 0.269, the institution demonstrates exceptional performance in fostering independent intellectual leadership, maintaining a healthy publication rate per author, and effectively avoiding national trends of academic endogamy and redundant publication. These strengths are foundational to its mission of creating a robust scientific environment. The University's academic excellence is further evidenced by its strong national standing in key disciplines according to SCImago Institutions Rankings, particularly in Mathematics (ranked 3rd in Ukraine), Earth and Planetary Sciences (4th), and Social Sciences (6th). However, a significant risk is identified in the Rate of Institutional Self-Citation, which is alarmingly high and exceeds the already compromised national average. This practice of creating a scientific 'echo chamber' directly contradicts the mission's goal of providing "modern knowledge" for a "successful career," as it suggests an internal validation loop that may be disconnected from the global scientific community. To fully align its practices with its mission, the University is advised to leverage its clear internal leadership and robust quality controls to address this citation anomaly, thereby ensuring its recognized thematic strengths translate into sustainable, externally validated global impact.
The institution presents a Z-score of -0.225, a low value that is nonetheless slightly higher than the national average of -0.785. This subtle difference suggests an incipient vulnerability. While the current rate is well within acceptable limits and multiple affiliations are often a legitimate result of researcher mobility or partnerships, the slight upward trend compared to the national baseline indicates a dynamic that warrants monitoring. It is important to ensure this pattern reflects genuine collaboration rather than evolving into a strategic attempt to inflate institutional credit through “affiliation shopping.”
With a Z-score of 0.032, the institution's rate of retractions is nearly identical to the national average of 0.056, indicating a systemic pattern. This alignment suggests that the University faces the same structural challenges in pre-publication quality control as its peers across the country. Retractions are complex events, and while some reflect responsible error correction, a sustained medium-risk level points to a potential systemic vulnerability in the institution's integrity culture. It suggests that quality control mechanisms may be failing with a frequency that mirrors a broader national issue, signaling a shared need to reinforce methodological rigor before publication.
The institution's Z-score of 5.334 is a global red flag, significantly exceeding the already high national average of 4.357. This score indicates that the University not only participates in but actively leads a critical risk dynamic within the country. While some self-citation reflects the continuity of research, this disproportionately high rate signals a concerning scientific isolation. It creates an 'echo chamber' where the institution validates its own work without sufficient external scrutiny, warning of severe endogamous impact inflation. This practice suggests the institution's perceived academic influence may be oversized by internal dynamics rather than by genuine recognition from the global community, a situation that requires urgent intervention.
The institution demonstrates differentiated management in its publication strategy, with a Z-score of 1.566, which is notably lower than the national average of 2.278. Although a medium-risk signal is still present, this performance indicates that the University is more effectively moderating a risk that is common nationwide. The score suggests that while a portion of its output is still channeled through media that may not meet international quality standards, the institution exercises greater due diligence in selecting dissemination channels than its peers. Continued effort is needed to fully mitigate reputational risks and avoid wasting resources on low-quality practices.
A moderate deviation from the national norm is observed, with the institution showing a Z-score of 0.434 against a low-risk country average of -0.684. This discrepancy indicates that the University displays a greater sensitivity to risk factors related to authorship than its peers. In disciplines outside of 'Big Science,' where extensive author lists are not structurally required, such a pattern can indicate author list inflation, which dilutes individual accountability and transparency. This signal suggests a need to review authorship practices to distinguish between necessary massive collaboration and potentially 'honorary' or political attributions.
The institution exhibits low-profile consistency and a significant strength in this area, with a Z-score of -2.729, far surpassing the national average of -0.159. The absence of risk signals is not just aligned with the national standard but represents an exemplary case. A negative score indicates that the impact of research led by the institution's own authors is substantially higher than the average impact of its total output. This demonstrates robust internal capacity and strong intellectual leadership, suggesting that its scientific prestige is structural and sustainable, not dependent on external partners.
With a Z-score of -1.413, the institution operates in a state of total operational silence regarding this risk, performing even better than the very low national average of -1.115. The complete absence of signals for hyperprolific authorship is a strong positive indicator of a healthy research environment. It suggests a well-maintained balance between quantity and quality, with no evidence of the integrity risks—such as coercive authorship or the assignment of credit without real participation—that often accompany extreme individual publication volumes.
The University demonstrates preventive isolation from a common national risk, with a Z-score of -0.268 in a country where the average is 0.154 (medium risk). This shows the institution does not replicate the risk dynamics of academic endogamy observed in its environment. By avoiding excessive dependence on its own journals, the institution mitigates potential conflicts of interest where it would act as both judge and party. This practice ensures its scientific production undergoes independent external peer review, enhancing its global visibility and validating its research output through standard competitive channels rather than internal 'fast tracks'.
The institution acts as an effective filter against a critical national issue, with a low-risk Z-score of -0.312 in stark contrast to the country's significant-risk average of 2.716. This performance demonstrates a strong institutional firewall against the practice of artificially inflating productivity by fragmenting studies into minimal publishable units. By maintaining a low rate of redundant output, the University shows a clear commitment to producing significant new knowledge over prioritizing volume, thereby protecting the integrity of the scientific record and respecting the academic review system.
