| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.152 | 0.589 |
|
Retracted Output
|
0.446 | 0.666 |
|
Institutional Self-Citation
|
-1.254 | 0.027 |
|
Discontinued Journals Output
|
-0.073 | 0.411 |
|
Hyperauthored Output
|
-1.059 | -0.864 |
|
Leadership Impact Gap
|
-1.312 | 0.147 |
|
Hyperprolific Authors
|
1.132 | -0.403 |
|
Institutional Journal Output
|
-0.268 | -0.243 |
|
Redundant Output
|
-1.186 | -0.139 |
Sher-e-Bangla Agricultural University demonstrates a robust and commendable profile in scientific integrity, marked by significant strengths in research autonomy and publication ethics. With an overall integrity score of 0.180, the institution excels in areas critical to sustainable academic impact, showing very low risk in institutional self-citation, redundant output, and reliance on internal journals. A key highlight is the minimal gap between its overall research impact and the impact of work under its direct leadership, signaling true intellectual ownership and capacity. These strengths are foundational to its mission of advancing knowledge and producing leaders. The university's strong positioning in the SCImago Institutions Rankings, particularly within the Top 5 for Veterinary, Top 7 for Biochemistry, Genetics and Molecular Biology, and Top 13 for Agricultural and Biological Sciences in Bangladesh, is built on this solid base. However, areas of medium risk, such as the rates of multiple affiliations and hyperprolific authors, present a potential misalignment with the mission's emphasis on "quality training" and genuine leadership, suggesting a need to ensure that quantitative pressures do not compromise qualitative excellence. By leveraging its core integrity strengths to mitigate these specific vulnerabilities, the university can further solidify its reputation as a leader in agricultural sciences, ensuring its practices fully embody its commitment to responsible and impactful innovation.
The institution presents a Z-score of 2.152, which is notably higher than the national average of 0.589. This indicates that the university is more exposed to the risks associated with this practice than its peers within the country. While multiple affiliations are often a legitimate result of collaboration, the institution's high rate suggests a greater propensity for practices that could be perceived as strategic attempts to inflate institutional credit. This elevated signal warrants a review to ensure that all affiliations are substantive and reflect genuine collaborative contributions, rather than functioning as "affiliation shopping" to artificially boost rankings.
With a Z-score of 0.446, the institution demonstrates a more controlled profile for retracted publications compared to the national average of 0.666. This suggests a differentiated management approach where the university successfully moderates a risk that is more common across the country. Retractions are complex events, but a lower rate relative to the national context points towards more effective pre-publication quality control and supervision mechanisms. This performance indicates a stronger institutional culture of integrity and methodological rigor, reducing the likelihood of systemic failures that can lead to recurring malpractice.
The institution exhibits a Z-score of -1.254, a clear signal of very low risk that contrasts sharply with the national average of 0.027, which falls into the medium-risk category. This demonstrates a form of preventive isolation, where the university successfully avoids the risk dynamics observed elsewhere in its environment. A certain level of self-citation is natural, but this exceptionally low rate confirms that the institution's work is validated by broad external scrutiny rather than within an insular 'echo chamber'. This is a strong indicator of healthy integration into the global scientific community and protects against the risk of endogamous impact inflation.
The institution's Z-score of -0.073 signifies a low risk, standing in favorable contrast to the country's medium-risk average of 0.411. This gap highlights a notable institutional resilience, where internal control mechanisms appear to effectively mitigate systemic risks prevalent at the national level. Publishing in journals that are later discontinued can expose an institution to severe reputational damage. The university's ability to avoid these channels suggests that its researchers exercise strong due diligence in selecting publication venues, acting as a firewall against the predatory or low-quality practices that may be more common in the wider environment.
With a Z-score of -1.059, the institution maintains a more prudent profile than the national standard, which has a score of -0.864. Although both are in a low-risk category, the university's more rigorous management of this indicator is a positive sign. This lower tendency towards hyper-authorship, especially outside of "Big Science" contexts where it is standard, reinforces individual accountability and transparency in research contributions. This prudent approach helps prevent the dilution of responsibility and discourages practices like 'honorary' authorships, ensuring that credit is assigned appropriately.
The institution's Z-score of -1.312 is in the very low-risk category, starkly contrasting with the national medium-risk average of 0.147. This excellent result indicates a preventive isolation from a national trend, showcasing a key institutional strength. A low score here signifies that the university's scientific prestige is structural and internally driven, not dependent on external partners. This demonstrates that its high-impact research results from genuine internal capacity and intellectual leadership, ensuring its reputation for excellence is both sustainable and authentic.
The institution's Z-score of 1.132 places it in the medium-risk category, a moderate deviation from the national average of -0.403, which is considered low risk. This discrepancy suggests the university has a greater sensitivity to risk factors related to extreme publication volumes than its national peers. While high productivity can be legitimate, this indicator alerts to potential imbalances between quantity and quality. The presence of hyperprolific authors can signal underlying risks such as coercive authorship or the assignment of credit without meaningful participation, dynamics that prioritize metrics over the integrity of the scientific record and warrant closer review.
The institution's Z-score of -0.268 is almost identical to the national average of -0.243, with both falling into the very low-risk category. This reflects a perfect integrity synchrony, showing total alignment with a national environment of maximum scientific security in this area. This shared low-risk profile demonstrates that the university, like its peers, avoids excessive dependence on its own journals. This practice mitigates potential conflicts of interest and academic endogamy, ensuring that its scientific output is validated through independent, external peer review and is not channeled through internal 'fast tracks' that bypass standard competitive scrutiny.
With a Z-score of -1.186, the institution shows a complete absence of risk signals for redundant publications, a profile that is even stronger than the low-risk national average of -0.139. This demonstrates a low-profile consistency where the university's clean record aligns with, and improves upon, the national standard. This very low value is a strong indicator that the institution's research culture prioritizes the generation of significant new knowledge over artificially inflating productivity. It confirms an institutional commitment to robust scholarship, avoiding practices like 'salami slicing' that fragment studies into minimal units and devalue the scientific literature.