| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.483 | -0.785 |
|
Retracted Output
|
0.070 | 0.056 |
|
Institutional Self-Citation
|
8.497 | 4.357 |
|
Discontinued Journals Output
|
1.824 | 2.278 |
|
Hyperauthored Output
|
-0.970 | -0.684 |
|
Leadership Impact Gap
|
-1.188 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
1.270 | 2.716 |
The Ivano-Frankivsk National Technical University of Oil and Gas presents a complex integrity profile, marked by areas of exceptional governance alongside significant vulnerabilities, reflected in an overall score of 0.450. The institution demonstrates robust control over key operational risks, with very low indicators for Multiple Affiliations, the Impact Gap between led and total output, Hyperprolific Authors, and Output in Institutional Journals. These strengths suggest a solid foundation in authorship policies and a self-reliant research capacity. However, this is contrasted by a critical, high-risk signal in Institutional Self-Citation, which far exceeds an already compromised national average, and medium-level risks in Retracted Output, publications in Discontinued Journals, and Redundant Output. According to SCImago Institutions Rankings data, the university holds prominent national positions in key thematic areas, including Chemistry (ranked 2nd in Ukraine), Engineering (5th), and Business, Management and Accounting (13th). While the institution's specific mission was not available for this analysis, the extremely high rate of self-citation poses a direct threat to any mission centered on achieving global excellence and societal impact, as it suggests an internal 'echo chamber' that may hinder external validation and international recognition. To secure its reputation and align its integrity profile with its thematic leadership, the university should leverage its evident strengths in governance to develop targeted strategies that mitigate self-citation and other identified risks, thereby ensuring its scientific contributions achieve credible, global resonance.
The institution's Z-score of -1.483 is significantly lower than the national average of -0.785, indicating an exemplary and clear affiliation policy. This demonstrates a low-profile consistency, where the complete absence of risk signals surpasses the already low-risk national standard. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. This institution's very low rate confirms that its collaborative practices are transparent and not leveraged for "affiliation shopping," reflecting strong internal governance in how researcher affiliations are managed and reported.
With a Z-score of 0.070, the institution's rate of retractions is nearly identical to the national average of 0.056. This alignment suggests that the university is part of a systemic pattern, facing challenges common across the national research landscape. Retractions are complex events, and while some signify responsible supervision and the correction of honest errors, a medium-level Z-score indicates that pre-publication quality control mechanisms may be under pressure. This shared vulnerability with the national system points to a need for a systemic review of methodological rigor and integrity culture to prevent recurring malpractice.
The institution exhibits a Z-score of 8.497, a critical value that dramatically exceeds the already high national average of 4.357. This metric represents a global red flag, positioning the university as a primary driver of this high-risk behavior in a country already compromised in this area. While some self-citation is natural, this extreme rate signals a profound scientific isolation and the formation of an 'echo chamber.' This practice creates a severe risk of endogamous impact inflation, where the institution's academic influence is artificially oversized by internal dynamics rather than validated by the broader scientific community, undermining its external credibility.
The institution's Z-score of 1.824 for publications in discontinued journals is lower than the national average of 2.278, indicating a degree of differentiated management. Although a medium-risk signal is present, the university demonstrates better control in moderating a practice that is more common across the country. Nevertheless, this indicator remains a critical alert regarding due diligence in selecting dissemination channels. Publishing in such venues exposes the institution to severe reputational damage and suggests an urgent need to enhance information literacy among researchers to avoid channeling valuable scientific work into predatory or low-quality outlets.
With a Z-score of -0.970, the institution maintains a more prudent profile regarding hyper-authorship compared to the national average of -0.684. This suggests that the university manages its authorship processes with greater rigor than the national standard. This lower incidence of extensive author lists, particularly outside of 'Big Science' fields, indicates effective policies that help prevent author list inflation and the dilution of individual accountability. It serves as a positive signal that the institution is successfully distinguishing between necessary massive collaboration and questionable 'honorary' authorship practices.
The institution shows a Z-score of -1.188, which is exceptionally low and well below the national average of -0.159. This result reflects a low-profile consistency with a risk-averse environment and signals a high degree of scientific autonomy. A wide positive gap can indicate that an institution's prestige is dependent on external partners rather than its own capabilities. In contrast, this very low score demonstrates that the university's scientific excellence is structural and results from its own internal capacity and intellectual leadership, indicating a sustainable and self-reliant research model.
The institution's Z-score of -1.413 is well below the national average of -1.115, signifying a state of total operational silence on this indicator. This complete absence of risk signals, even when compared to an already inert national environment, is a strong positive sign. Extreme individual publication volumes can point to imbalances between quantity and quality or coercive authorship practices. This institution's data shows no evidence of such dynamics, suggesting a healthy research culture where productivity is balanced with meaningful intellectual contribution and the integrity of the scientific record is maintained.
With a Z-score of -0.268, the institution demonstrates preventive isolation from a national trend where the average is 0.154. The university does not replicate the medium-risk dynamics observed in its environment, showing a strong preference for external publication channels. While in-house journals can be valuable, over-reliance on them creates conflicts of interest and risks academic endogamy. By avoiding this practice, the institution ensures its research undergoes independent external peer review, which enhances its global visibility and confirms its commitment to competitive, merit-based validation rather than using internal 'fast tracks' to inflate publication counts.
The institution has a Z-score of 1.270, which, while indicating a medium risk, demonstrates relative containment compared to the critical national average of 2.716. Although risk signals for redundant output exist, the university operates with more order and control than the national system at large. A high value in this indicator alerts to the practice of dividing a single study into 'minimal publishable units' to artificially inflate productivity. The institution's ability to moderate this trend is positive, but the medium-level risk still suggests a need to reinforce policies that prioritize the publication of significant new knowledge over sheer volume.
