| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.012 | 0.589 |
|
Retracted Output
|
18.863 | 0.666 |
|
Institutional Self-Citation
|
-0.580 | 0.027 |
|
Discontinued Journals Output
|
0.670 | 0.411 |
|
Hyperauthored Output
|
-0.554 | -0.864 |
|
Leadership Impact Gap
|
-0.621 | 0.147 |
|
Hyperprolific Authors
|
2.960 | -0.403 |
|
Institutional Journal Output
|
-0.268 | -0.243 |
|
Redundant Output
|
-1.186 | -0.139 |
Southeast University, Dhaka, demonstrates a complex scientific integrity profile, marked by areas of exemplary governance alongside critical vulnerabilities that require immediate strategic intervention. With an overall score of 5.914, the institution exhibits significant strengths, particularly in its very low rates of redundant output (salami slicing) and publication in institutional journals, indicating robust control over academic endogamy and research fragmentation. However, this positive performance is severely counterbalanced by significant risk levels in the Rate of Retracted Output and the Rate of Hyperprolific Authors, which are atypical even for the national context. The provided SCImago Institutions Rankings data did not highlight specific top-ranked thematic areas for the institution. This integrity profile presents a direct challenge to the university's mission to provide "world class education" and "inculcate moral and ethical values." The high-risk indicators suggest that current practices may undermine the credibility and quality of its research output, contradicting the pursuit of excellence and social responsibility. To align its operational reality with its strategic vision, it is imperative for the university to leverage its demonstrated strengths in process control to conduct a thorough review and reform of its authorship and pre-publication quality assurance policies.
The institution shows a Z-score of -0.012, which is significantly lower than the national average of 0.589. This suggests a high degree of institutional resilience, as the university's control mechanisms appear to effectively mitigate the systemic risks related to affiliation strategies that are more prevalent at the national level. While multiple affiliations can be a legitimate outcome of collaboration, the university’s low score indicates it is successfully avoiding practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining clear and transparent academic accounting.
With a Z-score of 18.863, the institution's rate of retracted output is critically higher than the national average of 0.666. This disparity indicates that the university is not just reflecting but significantly amplifying the vulnerabilities present in the national research system. Retractions can sometimes result from the honest correction of errors, but a score of this magnitude is a severe alert that quality control mechanisms prior to publication may be failing systemically. This pattern points to a profound vulnerability in the institution's integrity culture, suggesting possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification and intervention by management to protect its scientific reputation.
The institution's Z-score for self-citation is -0.580, a healthier value compared to the national average of 0.027. This demonstrates effective institutional resilience, as the university appears to have control mechanisms that prevent the kind of scientific isolation observed more broadly in the country. A certain level of self-citation is natural, but the university's low rate indicates it is successfully avoiding the creation of 'echo chambers' where work is validated without sufficient external scrutiny. This profile suggests that the institution's academic influence is being built on global community recognition rather than being inflated by endogamous internal dynamics.
The university's Z-score of 0.670 for output in discontinued journals is higher than the national average of 0.411, placing it in a position of high exposure. This indicates that the institution is more prone than its national peers to channeling its research into outlets that fail to meet international ethical or quality standards. A high proportion of publications in such journals is a critical alert regarding the due diligence process for selecting dissemination channels. This practice exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publications.
With a Z-score of -0.554, the institution's rate of hyper-authored output is slightly higher than the national average of -0.864, signaling an incipient vulnerability. Although the overall risk level is low for both the institution and the country, this subtle increase warrants review before it escalates. Outside of "Big Science" contexts where large author lists are normal, a rising score can indicate early signs of author list inflation, which dilutes individual accountability. This signal serves as a prompt to proactively ensure that authorship practices remain transparent and distinguish between necessary collaboration and the potential for 'honorary' authorship.
The institution records a Z-score of -0.621 in this indicator, a notably better performance than the national average of 0.147. This score reflects strong institutional resilience, suggesting that the university is building a sustainable and independent research capacity. A wide positive gap often signals that an institution's prestige is dependent on external partners where it does not exercise intellectual leadership. In contrast, this university's negative gap indicates that its scientific excellence is largely the result of its own structural capacity and internally-led research, a key marker of scientific maturity and long-term sustainability.
The institution exhibits a Z-score of 2.960 for hyperprolific authors, a figure that represents a severe discrepancy when compared to the low-risk national average of -0.403. This risk activity is highly atypical and requires a deep integrity assessment. Extreme individual publication volumes challenge the limits of human capacity for meaningful intellectual contribution and can signal significant imbalances between quantity and quality. This critical indicator alerts to potential risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metric inflation over the integrity of the scientific record and demand urgent review.
With a Z-score of -0.268, which is even lower than the national average of -0.243, the institution demonstrates a state of total operational silence in this risk area. This exemplary performance indicates an absence of risk signals related to academic endogamy. While in-house journals can be valuable, an over-reliance on them raises conflict-of-interest concerns. The university's extremely low score shows a strong commitment to independent external peer review, ensuring its scientific production is validated through standard competitive channels and maximizing its global visibility and credibility.
The institution's Z-score of -1.186 for redundant output is exceptionally low, aligning with a national environment that also shows minimal risk (country average of -0.139). This low-profile consistency demonstrates that the university's practices are in sync with a culture of scientific integrity. A high rate of bibliographic overlap often indicates 'salami slicing,' where studies are fragmented to inflate productivity. The institution's very low score confirms that its researchers are focused on publishing significant new knowledge rather than artificially increasing their publication volume, thereby contributing positively to the scientific record.