| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.360 | -0.035 |
|
Retracted Output
|
1.488 | 0.749 |
|
Institutional Self-Citation
|
2.526 | 0.192 |
|
Discontinued Journals Output
|
1.171 | 1.127 |
|
Hyperauthored Output
|
-1.002 | -0.822 |
|
Leadership Impact Gap
|
-1.089 | -0.112 |
|
Hyperprolific Authors
|
-1.413 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | 0.313 |
An Giang University presents a dual profile in scientific integrity and strategic positioning, with an overall IRIS score of 0.511. The institution demonstrates commendable strengths and robust controls in areas related to authorship and research autonomy, showing very low risk in hyperprolific authorship, redundant publications, and impact dependency. However, this solid foundation is contrasted by significant vulnerabilities in post-publication indicators, particularly concerningly high rates of retracted output and institutional self-citation, which demand immediate and targeted intervention. According to SCImago Institutions Rankings data, the university's research is nationally prominent in key thematic areas, including Veterinary (ranked 5th in Viet Nam), Earth and Planetary Sciences (21st), and Agricultural and Biological Sciences (25th). While the institution's specific mission statement was not available for this analysis, the identified risks directly challenge the universal academic values of excellence and social responsibility. A high rate of retractions and insular citation patterns can erode scientific credibility and public trust. By leveraging its clear strengths in authorship integrity, An Giang University has a firm platform from which to address its vulnerabilities, reinforce its quality control mechanisms, and ensure its operational practices fully align with its strategic academic ambitions.
With a Z-score of 0.360, An Giang University shows a higher incidence of multiple affiliations compared to the national average (Z-score: -0.035). This moderate deviation suggests the institution is more sensitive to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the elevated rate warrants a review to ensure these practices are driven by genuine collaboration rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping,” which could dilute the university's distinct research identity.
The institution's Z-score for retracted publications is 1.488, a figure that significantly exceeds the national average of 0.749. This indicates that the university not only reflects but actively amplifies a vulnerability present in the national system. Retractions are complex events, but a rate this far above the norm is a critical alert that quality control mechanisms prior to publication may be failing systemically. Beyond isolated errors, this suggests a potential vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its scientific reputation.
An Giang University exhibits a Z-score of 2.526 in institutional self-citation, drastically higher than the national average of 0.192. This severe discrepancy suggests the institution is amplifying a national tendency to a critical degree. A certain level of self-citation is natural, but this disproportionately high rate signals a concerning level of scientific isolation or an 'echo chamber' where work is validated internally without sufficient external scrutiny. This practice carries a significant risk of endogamous impact inflation, suggesting the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The university's Z-score for publications in discontinued journals is 1.171, which is nearly identical to the national average of 1.127. This alignment indicates that the institution is reflecting a systemic pattern or a shared challenge within the country's research ecosystem. This medium risk level constitutes an alert regarding due diligence in selecting dissemination channels. It suggests that a portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards, exposing it to reputational risks and signaling a need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -1.002, the institution demonstrates a more prudent approach to authorship than the national standard (Z-score: -0.822). This favorable profile indicates that the university's processes are well-managed and rigorous. The low rate suggests a healthy culture that effectively distinguishes between necessary, large-scale collaboration in 'Big Science' contexts and potentially problematic practices like author list inflation or 'honorary' authorships, thereby promoting transparency and individual accountability in its research output.
The institution shows a Z-score of -1.089, indicating a complete absence of risk, a profile that aligns with the low-risk national context (Z-score: -0.112). This strong negative score is a positive signal of scientific autonomy and sustainability. It demonstrates that the university's scientific prestige is not dependent on external partners for impact but is driven by real internal capacity and intellectual leadership. This structural strength ensures that its excellence metrics are a true reflection of its own research capabilities.
An Giang University's Z-score of -1.413 is exceptionally low, positioning it well below the already low-risk national average (Z-score: -0.501). This absence of risk signals demonstrates a healthy balance between quantity and quality in its research environment. The institution effectively avoids the potential pitfalls associated with extreme individual publication volumes, such as coercive authorship or metric-driven strategies that can compromise the integrity of the scientific record, fostering a culture that prioritizes meaningful intellectual contribution.
The institution's Z-score of -0.268 is identical to the national average, reflecting a state of integrity synchrony within a secure environment. This total alignment demonstrates that the university does not have an excessive dependence on its in-house journals, thereby successfully avoiding potential conflicts of interest or academic endogamy. By ensuring its scientific production undergoes independent external peer review, the institution promotes global visibility and validates its research against competitive international standards.
With a Z-score of -1.186, An Giang University demonstrates a state of preventive isolation, as it does not replicate the risk dynamics observed at the national level (Z-score: 0.313). While the country shows a medium risk for this indicator, the university's very low score points to strong editorial oversight and a culture that values substantive contributions. This indicates a clear institutional preference for publishing coherent, significant studies over the practice of artificially inflating productivity by fragmenting research into 'minimal publishable units,' thereby protecting the integrity of the scientific record.
