| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.402 | -0.615 |
|
Retracted Output
|
0.605 | 0.777 |
|
Institutional Self-Citation
|
-0.851 | -0.262 |
|
Discontinued Journals Output
|
-0.380 | 0.094 |
|
Hyperauthored Output
|
-1.305 | -0.952 |
|
Leadership Impact Gap
|
0.295 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-1.186 | -0.390 |
Sari Agricultural Sciences and Natural Resources University demonstrates a robust scientific integrity profile, with an overall risk score of -0.355 that places it in a favorable position relative to the global average. The institution's primary strength lies in its comprehensive control over research integrity risks, with seven of the nine indicators registering at a 'very low' level. This solid foundation is counterbalanced by two areas requiring strategic attention: a medium-risk signal in the Rate of Retracted Output and a moderate Gap between its total scientific impact and the impact of research under its direct leadership. According to SCImago Institutions Rankings data, the university holds a strong national position in key thematic areas, including Earth and Planetary Sciences, Biochemistry, Genetics and Molecular Biology, and Veterinary. Although a specific mission statement was not available for this analysis, the institution's low-risk profile strongly supports the universal academic values of excellence and social responsibility. However, the identified vulnerabilities could potentially undermine this standing. It is therefore recommended that the university leverage its considerable strengths in research governance to develop targeted strategies that mitigate the risks associated with publication quality control and enhance its capacity for independent intellectual leadership, thereby solidifying its reputation for excellence in its specialized fields.
The institution exhibits a very low Z-score of -1.402 in this area, which is notably more conservative than the country's already low-risk average of -0.615. This result indicates a healthy and transparent management of academic collaborations, aligning perfectly with national standards for integrity. The data suggests that affiliations are handled with appropriate diligence, effectively avoiding practices such as "affiliation shopping" where institutional credit is strategically inflated. The university's approach demonstrates a clear commitment to representing its collaborative footprint accurately and ethically.
With a Z-score of 0.605, the institution shows a medium level of risk, a characteristic that reflects a broader trend at the national level (Z-score 0.777). However, the university's score is lower than the country average, suggesting a differentiated and more effective management of this particular challenge. While some retractions can signify responsible correction of honest errors, a medium-level score suggests that pre-publication quality control mechanisms may be facing systemic stress. This rate, though better than the national trend, points to a vulnerability in the institution's integrity culture that warrants a qualitative review by management to prevent recurring malpractice or methodological shortcomings.
The university's Z-score of -0.851 is very low, positioning it well below the country's low-risk score of -0.262. This demonstrates a strong orientation towards external validation and participation in the global scientific dialogue. The data provides clear evidence that the institution successfully avoids the formation of scientific 'echo chambers' that can result from disproportionately high rates of self-citation. This practice ensures that the institution's academic influence is built on broad recognition from the international community, rather than being artificially inflated by internal citation dynamics.
The institution presents a very low Z-score of -0.380, which stands in stark and positive contrast to the medium-risk signal observed at the national level (Z-score 0.094). This finding indicates a successful preventive isolation from a problematic environmental trend. It suggests that the university's researchers exercise strong due diligence in selecting dissemination channels, effectively avoiding publication in media that do not meet international ethical or quality standards. This proactive stance protects the institution from severe reputational risks and demonstrates an advanced level of information literacy that prevents the misallocation of resources to 'predatory' or low-quality publishing practices.
With a very low Z-score of -1.305, the university's authorship practices are well within established norms and are even more rigorous than the national low-risk average of -0.952. This consistency with the national standard suggests that authorship is assigned transparently and responsibly. The data indicates an absence of author list inflation, a practice that can dilute individual accountability. This serves as a positive signal that the institution effectively distinguishes between necessary massive collaboration and questionable 'honorary' or political authorship practices.
The institution's Z-score of 0.295 registers a medium-level risk, reflecting a systemic challenge also present nationally (Z-score 0.445). Crucially, the university demonstrates more effective management of this issue, as its impact gap is significantly smaller than the country average. This gap signals a potential sustainability risk, suggesting that a portion of the institution's scientific prestige may be dependent on external partners rather than being fully driven by its own intellectual leadership. While the university is successfully moderating this national trend, this metric invites a strategic reflection on how to build more structural, endogenous capacity to ensure its long-term excellence is self-sustained.
The university's Z-score of -1.413 is exceptionally low, placing it far below the already low-risk national average of -0.247. This result strongly indicates a healthy institutional culture that prioritizes a balance between research quantity and quality. The complete absence of hyperprolific authors suggests that the university is not exposed to risks such as coercive authorship, data fragmentation, or the assignment of credit without meaningful intellectual contribution. This reinforces an environment where the integrity of the scientific record is valued more highly than the simple inflation of publication metrics.
The institution's very low Z-score of -0.268 marks a significant and commendable deviation from the medium-risk trend prevalent across the country (Z-score 1.432). This demonstrates a clear strategic choice to pursue external, independent peer review and achieve global visibility for its research. By avoiding over-reliance on its own journals, the university effectively mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production is validated through standard, competitive international channels, thereby strengthening its global credibility and impact.
With a Z-score of -1.186, the university shows a very low incidence of redundant publications, performing notably better than the low-risk national average of -0.390. This indicates that its researchers prioritize the publication of significant, coherent studies over the artificial inflation of productivity through data fragmentation. This responsible practice, which avoids 'salami slicing,' makes a positive contribution to the global scientific record and demonstrates an institutional focus on generating meaningful new knowledge rather than simply maximizing the volume of outputs.