| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.813 | -0.526 |
|
Retracted Output
|
-0.578 | -0.173 |
|
Institutional Self-Citation
|
0.647 | -0.119 |
|
Discontinued Journals Output
|
0.027 | 0.179 |
|
Hyperauthored Output
|
-1.068 | 0.074 |
|
Leadership Impact Gap
|
-1.879 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
0.185 | -0.245 |
Erzurum Technical University presents a robust scientific integrity profile, characterized by an overall low-risk score (-0.523) and significant strengths in critical areas of research practice. The institution demonstrates exceptional control over publication retractions, hyperprolific authorship, and impact dependency, indicating a strong foundation of methodological rigor and sustainable internal capacity. However, this solid performance is contrasted by moderate vulnerabilities in institutional self-citation and redundant output, which require strategic attention. According to SCImago Institutions Rankings data, the university's primary research strengths are concentrated in key scientific fields, including Chemistry (ranked 14th in Turkey), Physics and Astronomy (15th), Biochemistry, Genetics and Molecular Biology (42nd), and Psychology (45th). The identified risks, particularly the tendency towards insular citation patterns and data fragmentation, could subtly undermine the institution's mission to deliver "quality education" and "contribute to socio-economic development." These practices, if unaddressed, may prioritize internal metrics over the genuine, externally validated impact needed to fulfill its commitment to national and regional needs. To fully align its operational excellence with its strategic vision, it is recommended that the university leverage its strong integrity framework to implement targeted policies that encourage broader academic dialogue and reward substantive, high-impact research contributions.
The institution demonstrates a prudent approach to managing academic affiliations, with a Z-score of -0.813, which is notably more conservative than the national average of -0.526. This suggests that the university's processes are managed with greater rigor than the national standard, ensuring that co-authorships and institutional credits reflect genuine and transparent collaborations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's controlled rate effectively mitigates the risk of "affiliation shopping" or strategic attempts to inflate institutional credit, thereby reinforcing the integrity of its collaborative footprint.
With a Z-score of -0.578, the institution shows a near-total absence of risk signals related to retracted publications, a figure significantly stronger than the country's already low average of -0.173. This performance indicates a high degree of consistency with a secure national environment and suggests that the university's pre-publication quality control mechanisms are exceptionally robust. While some retractions can reflect honest error correction, such a low rate points to a systemic strength in the institution's integrity culture, founded on rigorous methodology and responsible supervision that prevents recurring malpractice or fundamental errors from reaching publication.
The university exhibits a moderate deviation from the national norm regarding institutional self-citation, with a Z-score of 0.647, in contrast to the country's average of -0.119. This indicates a greater sensitivity to this risk factor than its peers, suggesting a pattern of internal referencing that warrants review. Although a certain level of self-citation is natural for developing established research lines, this elevated rate could signal the formation of scientific "echo chambers." This trend poses a risk of endogamous impact inflation, where the institution's academic influence might be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution shows effective and differentiated management in its choice of publication venues, reflected in a Z-score of 0.027, which is substantially lower than the national average of 0.179. This performance indicates that the university successfully moderates a risk that appears more common at the national level. A high proportion of publications in discontinued journals is a critical alert regarding due diligence, but the university's controlled rate suggests its researchers are well-informed in avoiding channels that fail to meet international ethical or quality standards. This protects the institution from severe reputational risks and prevents the misallocation of resources to low-quality practices.
Displaying notable institutional resilience, the university maintains a Z-score of -1.068 for hyper-authored output, effectively countering a systemic risk present in the national environment (country Z-score of 0.074). This suggests that internal control mechanisms are acting as a firewall against national trends toward author list inflation. While extensive author lists are legitimate in "Big Science" contexts, the institution's very low score indicates a successful effort to preserve transparency and individual accountability in authorship across disciplines, distinguishing necessary massive collaboration from potentially dilutive "honorary" practices.
The institution demonstrates a remarkably healthy and sustainable research model, with an exceptionally low Z-score of -1.879, far surpassing the low-risk national average of -0.064. This result indicates a strong alignment between the impact of its overall output and the impact of research led by its own staff. A wide positive gap can signal that an institution's prestige is dependent on external partners. In contrast, this very low score confirms that the university's scientific excellence is structural and generated from its own internal capacity, reflecting true intellectual leadership rather than just strategic positioning in collaborations.
The university maintains excellent control over author productivity, with a Z-score of -1.413, indicating a near absence of hyperprolific authors and performing significantly better than the national average of -0.430. This low-profile consistency aligns with a national environment of low risk and points to a healthy research culture. Extreme individual publication volumes can challenge the feasibility of meaningful intellectual contribution, so this very low rate suggests an institutional focus on the quality and integrity of the scientific record over the pursuit of sheer quantity, mitigating risks such as coercive or unmerited authorship.
The institution demonstrates a clear preventive isolation from national publishing trends, with a Z-score of -0.268, which contrasts sharply with the country's moderate-risk average of 0.119. This indicates that the university does not replicate the risk dynamics observed in its environment, instead prioritizing external validation. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy. The university's low rate shows a commitment to global visibility, ensuring its scientific production bypasses potential internal "fast tracks" and is instead subjected to independent, international peer review.
A moderate deviation is observed in the rate of redundant output, where the institution's Z-score of 0.185 indicates greater sensitivity to this risk compared to the national average of -0.245. This suggests that the university's publication patterns show more bibliographic overlap than its peers. While citing previous work is fundamental, this score serves as an alert for potential "salami slicing," the practice of fragmenting a coherent study into minimal publishable units to artificially inflate productivity. This dynamic warrants review, as it can distort the scientific evidence base and prioritizes volume over the generation of significant new knowledge.
