| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.370 | 0.589 |
|
Retracted Output
|
-0.324 | 0.666 |
|
Institutional Self-Citation
|
-1.719 | 0.027 |
|
Discontinued Journals Output
|
-0.019 | 0.411 |
|
Hyperauthored Output
|
0.647 | -0.864 |
|
Leadership Impact Gap
|
5.248 | 0.147 |
|
Hyperprolific Authors
|
-1.413 | -0.403 |
|
Institutional Journal Output
|
-0.268 | -0.243 |
|
Redundant Output
|
-0.719 | -0.139 |
Bangabandhu Sheikh Mujib Medical University demonstrates a robust scientific integrity profile, with an overall risk score of -0.233 indicating performance that is stronger than the baseline. The institution exhibits remarkable strengths and effective governance in a majority of indicators, particularly in maintaining very low rates of institutional self-citation, multiple affiliations, hyperprolific authorship, and redundant output. These results suggest a solid foundation of ethical research practices, often outperforming the national context. However, this strong profile is contrasted by two significant vulnerabilities: a medium-risk level in hyper-authored publications and, most critically, a significant gap between the impact of its total scientific output and the impact of research where it holds intellectual leadership. These weaknesses point to potential issues in authorship transparency and a strategic dependency on external collaborations for achieving high-impact results.
According to SCImago Institutions Rankings data, the university's primary thematic strength is concentrated in the field of Medicine. In this area, it has established a notable position, ranking 17th within Bangladesh, 911th in the Asiatic Region, and 2601st globally. This specialization serves as the cornerstone of its research identity and a key area for strategic development and consolidation.
The institution's mission to be an "innovative global centre of excellence" committed to the "highest standards of intellectual, educational and research productivity" is well-supported by its strong performance in most integrity indicators. Nevertheless, the identified risks pose a direct challenge to this ambition. The critical dependency on external partners for impact (Ni_difference) questions the sustainability of its excellence, suggesting that its prestige may be more exogenous than structural. This could hinder its long-term goal of becoming a true "visionary leader." Furthermore, the tendency towards hyper-authorship requires attention to ensure it aligns with the mission's commitment to "ethical" conduct and accountability. Addressing these specific vulnerabilities is essential for the university to fully align its operational practices with its stated mission of excellence and social responsibility.
Overall, Bangabandhu Sheikh Mujib Medical University has a commendable and secure integrity framework. The strategic imperative is to build upon this solid foundation by focusing decisively on the two identified areas of risk. By implementing policies to ensure transparent authorship and developing strategies to enhance the impact of its internally-led research, the university can convert its collaborative success into sustainable, independent leadership, thereby fully realizing its potential as a global center of excellence.
The institution's Z-score of -1.370 contrasts sharply with the national average of 0.589. This demonstrates a clear preventive isolation from the risk dynamics observed in the wider national environment. While multiple affiliations can be legitimate, the country's medium-risk profile suggests a trend that could be linked to strategic "affiliation shopping." The university’s very low rate indicates it has successfully established clear and well-defined affiliation policies, ensuring that institutional credit is attributed accurately and avoiding the inflationary pressures that appear more common at the national level.
With a Z-score of -0.324, the institution maintains a low-risk profile, while the national average stands at a medium-risk level of 0.666. This disparity highlights the university's institutional resilience. A high rate of retractions can suggest systemic failures in pre-publication quality control. The university’s ability to keep this indicator low, despite a more vulnerable national context, suggests that its internal supervision and methodological rigor are acting as an effective filter, mitigating the systemic risks of recurring malpractice or error that are more prevalent in its environment.
The university exhibits a Z-score of -1.719, a figure that signals a state of preventive isolation when compared to the national average of 0.027. A certain level of self-citation is normal, but the medium-risk trend in the country points to a potential for 'echo chambers.' The institution’s exceptionally low score indicates that its research is undergoing robust external scrutiny and validation. This performance confirms that its academic influence is not being artificially inflated by internal dynamics but is instead recognized by the global scientific community, avoiding the endogamous practices seen elsewhere in the system.
The institution's Z-score of -0.019 is significantly lower than the national average of 0.411, demonstrating strong institutional resilience. Publishing in discontinued journals often exposes an institution to reputational risk and suggests a failure in due diligence. By maintaining a low rate in an environment where this is a more common issue, the university shows that its researchers and quality control mechanisms are effectively filtering out 'predatory' or low-quality publication channels, thereby safeguarding its resources and scientific credibility more effectively than its national peers.
The institution presents a Z-score of 0.647, indicating a moderate deviation from the national standard, which is at a low-risk -0.864. This suggests the university is more sensitive to risk factors leading to inflated author lists than its peers. Outside of 'Big Science' contexts, such a pattern can dilute individual accountability and transparency. This signal warrants an internal review to distinguish between necessary, large-scale collaborations and potential 'honorary' authorship practices, a vulnerability that appears more pronounced at the institution compared to the rest of the country.
The institution's critical Z-score of 5.248 represents a significant risk accentuation compared to the national average of 0.147. This extremely high value points to a severe vulnerability and a major threat to sustainability. It suggests that the university's scientific prestige is overwhelmingly dependent on external partners and not on its own structural capacity. This finding urgently calls for reflection on whether the institution's excellence metrics are the result of genuine internal innovation and intellectual leadership or a strategic positioning in collaborations where it plays a subordinate role, a dynamic that is drastically more pronounced here than in the national system.
With a Z-score of -1.413, the institution demonstrates a very low-risk profile that is even more robust than the national average of -0.403. This low-profile consistency indicates a healthy research culture where quality is prioritized over sheer volume. The absence of authors with extreme publication volumes suggests the institution effectively avoids the risks associated with coercive authorship or superficial contributions, aligning with a national standard of integrity and reinforcing a commitment to meaningful scientific advancement.
The institution's Z-score of -0.268 is nearly identical to the country's average of -0.243, showing integrity synchrony in a very low-risk area. This alignment indicates that both the university and the national system at large avoid over-reliance on in-house journals, thus preventing potential conflicts of interest where an institution acts as both judge and party. This shared practice ensures that scientific output is subjected to independent external peer review, fostering global visibility and competitive validation rather than using internal channels as 'fast tracks' for publication.
The institution's Z-score of -0.719 is well below the national average of -0.139, demonstrating low-profile consistency and a commitment to high research integrity. A high rate of redundant output often points to 'salami slicing'—the practice of fragmenting a single study to inflate publication counts. The university's very low score, which is even better than the national standard, indicates a strong institutional culture that values significant, coherent contributions to knowledge over artificially boosting productivity metrics.
