| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.057 | -0.886 |
|
Retracted Output
|
-0.663 | -0.049 |
|
Institutional Self-Citation
|
-1.220 | -0.393 |
|
Discontinued Journals Output
|
1.567 | -0.217 |
|
Hyperauthored Output
|
-0.368 | -0.228 |
|
Leadership Impact Gap
|
-1.292 | -0.320 |
|
Hyperprolific Authors
|
-1.413 | -0.178 |
|
Institutional Journal Output
|
-0.268 | -0.252 |
|
Redundant Output
|
-1.186 | -0.379 |
Dongshin University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.363. The institution exhibits exceptional performance across a wide range of indicators, with eight of the nine metrics registering in the 'very low' or 'low' risk categories. Particular strengths are evident in the minimal rates of institutional self-citation and retracted publications, as well as a negligible gap between its overall research impact and that of the work it leads, signaling strong internal capacity and external validation. The primary area for strategic attention is a medium-risk signal related to publications in discontinued journals. This operational strength in research integrity provides a solid foundation for its recognized academic contributions, particularly in its highly-ranked thematic area of Pharmacology, Toxicology and Pharmaceutics, as identified by SCImago Institutions Rankings data. While the institution's specific mission statement was not available for this analysis, any commitment to academic excellence and social responsibility is intrinsically linked to research integrity. The isolated vulnerability in publication channel selection represents a reputational risk that could undermine this commitment. Therefore, the university is encouraged to leverage its outstanding integrity culture to address this specific point of friction, thereby ensuring its operational practices fully align with its demonstrated research quality and thematic leadership.
With a Z-score of -1.057, significantly below the national average of -0.886, Dongshin University shows a complete absence of risk signals in this area. This performance indicates total operational silence regarding practices that could suggest strategic inflation of institutional credit. While multiple affiliations can be a legitimate outcome of collaboration, the university's data confirms that its affiliation patterns are conservative and well-controlled, reflecting a clear and transparent accounting of its researchers' contributions, even more so than the already low-risk national standard.
The institution's Z-score of -0.663, compared to the national score of -0.049, demonstrates a strong record in research quality and oversight. This low-profile consistency indicates that the university's pre-publication quality control mechanisms are functioning effectively, aligning with the secure national environment. Retractions can sometimes signify responsible error correction, but a near-zero rate, as seen here, strongly suggests a culture of methodological rigor that prevents systemic failures and protects the integrity of the scientific record from the outset.
Dongshin University presents an exceptionally low Z-score of -1.220, far below the national average of -0.393. This result signals a healthy integration into the global scientific community, with its research impact being validated by external peers rather than internal 'echo chambers'. A certain level of self-citation is normal, but the university's very low rate effectively dismisses any concern of endogamous impact inflation, confirming that its academic influence is earned through broad recognition and not through isolated, self-referential dynamics.
A notable point of concern arises from the Z-score of 1.567 for publications in discontinued journals, which represents a moderate deviation from the low-risk national average of -0.217. This indicator suggests the institution has a greater sensitivity than its peers to this specific risk factor. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. It indicates that a portion of the university's research is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational damage and suggesting an urgent need to enhance information literacy among its researchers to avoid 'predatory' practices.
The institution maintains a prudent profile with a Z-score of -0.368, which is more rigorous than the national standard of -0.228. This demonstrates effective management of authorship practices. While extensive author lists are legitimate in 'Big Science', this indicator, when low, points to a culture that values transparency and accountability. The university's controlled approach helps prevent the dilution of individual responsibility and guards against questionable practices like 'honorary' authorships, ensuring that credit is assigned appropriately.
With a Z-score of -1.292, significantly stronger than the national average of -0.320, the university demonstrates remarkable self-reliance in its scientific impact. This low-profile consistency shows that its prestige is not dependent on external partners but is driven by its own intellectual leadership. A wide gap can signal that an institution's excellence is borrowed rather than owned; however, Dongshin University's performance confirms that its high-impact research is a result of genuine internal capacity, ensuring a sustainable and structural model of scientific excellence.
The institution's Z-score of -1.413 is exceptionally low compared to the national score of -0.178, indicating a complete absence of hyperprolific publication patterns. This aligns with a national environment already low in this risk but shows the university is an exemplar of best practice. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution. The university's data points to a healthy balance between quantity and quality, steering clear of dynamics like coercive authorship or metric-driven publication strategies that could compromise the integrity of its scientific output.
Dongshin University's Z-score of -0.268 is in almost perfect alignment with the national average of -0.252, demonstrating integrity synchrony with an environment of maximum scientific security. The data shows a negligible reliance on in-house journals, which mitigates potential conflicts of interest where an institution acts as both judge and party. By primarily utilizing external, independent peer-reviewed channels, the university ensures its scientific production is validated against global standards, enhancing its visibility and credibility while avoiding the risk of academic endogamy.
The institution shows a very low Z-score of -1.186, far below the national average of -0.379. This low-profile consistency with the national context highlights a commendable focus on substantive research. The score indicates that the university's authors are not engaging in 'salami slicing'—the practice of fragmenting a single study into multiple minimal publications to inflate output. This commitment to publishing coherent, significant new knowledge rather than prioritizing volume strengthens the scientific record and reflects a culture of research integrity.
