| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.461 | 1.166 |
|
Retracted Output
|
-0.672 | 0.051 |
|
Institutional Self-Citation
|
-0.628 | -0.204 |
|
Discontinued Journals Output
|
-0.204 | -0.165 |
|
Hyperauthored Output
|
-1.183 | -0.671 |
|
Leadership Impact Gap
|
-1.579 | -0.559 |
|
Hyperprolific Authors
|
-1.413 | 0.005 |
|
Institutional Journal Output
|
-0.268 | -0.075 |
|
Redundant Output
|
-0.771 | -0.176 |
National Ilan University demonstrates an exceptional profile of scientific integrity, with an overall risk score of -0.665 that places it in a position of leadership and best practice within its national context. The institution's performance is characterized by a robust disconnection from the systemic risks observed in Taiwan, particularly in areas such as the Rate of Retracted Output, Rate of Hyperprolific Authors, and Rate of Multiple Affiliations, where it shows remarkable control and preventive governance. This low-risk operational environment provides a solid foundation for its academic achievements. According to SCImago Institutions Rankings data, the university's thematic strengths are most prominent in Chemistry, Agricultural and Biological Sciences, and Mathematics. Although the institution's specific mission statement was not localized for this report, this demonstrated commitment to ethical research practices inherently supports any mission centered on academic excellence and social responsibility. The near-total absence of integrity risks ensures that its scientific contributions are both impactful and trustworthy, reinforcing its reputation as a reliable academic partner. The university is advised to leverage this outstanding integrity profile as a strategic asset to attract talent, secure funding, and build international collaborations grounded in mutual trust and scientific rigor.
The institution presents a Z-score of -0.461, a low-risk value that contrasts sharply with the national average of 1.166, which signals a medium level of risk. This disparity suggests the presence of effective institutional resilience, where internal control mechanisms successfully mitigate the systemic risks prevalent in the country. While multiple affiliations can be legitimate, the national trend points towards a potential vulnerability for strategic "affiliation shopping." National Ilan University, however, demonstrates robust governance that ensures affiliations are a result of genuine collaboration rather than attempts to inflate institutional credit, thereby safeguarding its academic reputation against practices that are more common among its national peers.
With a Z-score of -0.672, the institution operates in a state of preventive isolation from the national landscape, which shows a medium-risk Z-score of 0.051. This virtually non-existent rate of retractions indicates that the university's quality control and supervision mechanisms are exceptionally effective. While some retractions can signify responsible error correction, the country's higher average suggests a greater incidence of systemic issues. The institution’s outstanding performance in this area demonstrates a deeply embedded culture of integrity and methodological rigor, successfully preventing the types of recurring malpractice or quality failures that appear more frequently elsewhere in the national system.
The institution's Z-score of -0.628 is significantly lower than the country's already low-risk score of -0.204. This reflects a prudent profile, indicating that the university manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, but the institution's very low rate demonstrates a strong commitment to external validation and integration within the global scientific community. This approach actively avoids the creation of scientific "echo chambers" and ensures its academic influence is a result of broad recognition rather than being inflated by internal dynamics.
The institution's Z-score for this indicator is -0.204, which is statistically normal and closely aligned with the national average of -0.165. Both scores fall within the low-risk category, suggesting the risk level is as expected for the context. This indicates that the university's researchers exercise a standard level of due diligence in selecting dissemination channels, consistent with their national peers. While not an area of exceptional outperformance, it confirms that there is no systemic issue regarding the use of low-quality or predatory journals, thus avoiding significant reputational risks.
With a Z-score of -1.183, the institution shows an exceptionally low incidence of hyper-authorship, performing even better than the low-risk national average of -0.671. This demonstrates low-profile consistency, where the complete absence of risk signals aligns with and exceeds the national standard for responsible authorship. This result suggests that practices such as author list inflation or the inclusion of "honorary" authorships are not a concern at the institution. By maintaining clear and transparent authorship, the university upholds individual accountability and ensures that credit is assigned appropriately based on meaningful contributions.
The institution exhibits a Z-score of -1.579, a very low-risk value that is significantly better than the national average of -0.559. This low-profile consistency indicates a minimal gap between its overall publication impact and the impact of research where it holds a leadership role. A narrow gap is a strong indicator of sustainable, structural prestige built on genuine internal capacity. This result suggests that the institution's scientific excellence is not dependent on external partners but is driven by its own intellectual leadership, a key marker of a mature and self-sufficient research ecosystem.
The institution's Z-score of -1.413 signals a complete absence of hyperprolific authors, placing it in preventive isolation from the national context, which has a medium-risk Z-score of 0.005. This stark difference highlights the university's strong institutional focus on research quality over sheer publication volume. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful contribution. The institution's performance indicates it has successfully avoided the risks of coercive authorship or metric-chasing, thereby protecting the integrity of its scientific record and promoting a healthier research culture.
With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, a rate well below the already low national average of -0.075. This finding shows low-profile consistency and a clear commitment to independent, external peer review. By prioritizing publication in external venues, the university avoids potential conflicts of interest and the risks of academic endogamy, where internal channels might be used to bypass rigorous validation. This strategy enhances the global visibility and credibility of its research output.
The institution has a Z-score of -0.771, indicating a very low rate of redundant publications and outperforming the national average of -0.176. This low-profile consistency suggests a strong institutional culture that values the publication of complete and significant studies. The data indicates that the practice of "salami slicing"—fragmenting a single study into multiple minimal publications to inflate output—is effectively controlled. This commitment to substantive contributions strengthens the scientific record and demonstrates an efficient use of research and peer-review resources.