| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.711 | 0.589 |
|
Retracted Output
|
-0.014 | 0.666 |
|
Institutional Self-Citation
|
-0.547 | 0.027 |
|
Discontinued Journals Output
|
0.175 | 0.411 |
|
Hyperauthored Output
|
-0.927 | -0.864 |
|
Leadership Impact Gap
|
-0.456 | 0.147 |
|
Hyperprolific Authors
|
-0.359 | -0.403 |
|
Institutional Journal Output
|
-0.268 | -0.243 |
|
Redundant Output
|
-0.612 | -0.139 |
The International University of Business, Agriculture and Technology demonstrates a robust and well-balanced scientific integrity profile, reflected in its overall score of -0.088. The institution's primary strengths lie in its exceptional control over academic endogamy and data fragmentation, with very low risk in output in institutional journals and redundant publications. Furthermore, it shows remarkable resilience, maintaining low-risk levels in areas such as retracted output and institutional self-citation, where national trends indicate greater vulnerability. This strong integrity framework directly supports the university's mission of "Human Resource Development" by fostering an environment of responsible and high-quality research. Analysis of SCImago Institutions Rankings data highlights the university's competitive positioning within Bangladesh in key thematic areas, including Pharmacology, Toxicology and Pharmaceutics (ranked 14th), Energy (22nd), and Earth and Planetary Sciences (22nd). However, the medium-risk signals in the Rate of Multiple Affiliations and Rate of Output in Discontinued Journals warrant strategic attention, as these practices could undermine the mission by misrepresenting institutional capacity or misallocating resources. To further solidify its standing, the university is advised to consolidate its existing strengths while implementing targeted policies to mitigate these specific risks, ensuring its commitment to excellence in human resource development is fully supported by unimpeachable scientific practice.
The institution's Z-score of 0.711 is slightly higher than the national average of 0.589, with both falling within a medium-risk range. This indicates that the university is more prone to showing alert signals in this area than its peers across the country. While multiple affiliations are often a legitimate result of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's heightened exposure to this risk suggests a need to review affiliation policies to ensure they transparently reflect genuine collaborative contributions and guard against "affiliation shopping" practices.
The institution exhibits a low-risk Z-score of -0.014 for retracted output, which stands in favorable contrast to the medium-risk trend observed nationally (Z-score: 0.666). This performance demonstrates significant institutional resilience, suggesting that its internal control mechanisms are effectively mitigating the systemic risks present in the broader environment. Whereas a high rate of retractions can point to systemic failures in pre-publication quality control, the university's data indicates that its supervisory and review processes are robust, successfully upholding a culture of integrity and methodological rigor.
With a Z-score of -0.547, the institution maintains a low rate of self-citation, effectively insulating itself from the medium-risk patterns prevalent at the national level (Z-score: 0.027). This points to strong institutional governance that prevents the formation of scientific 'echo chambers'. A high rate of self-citation can lead to endogamous impact inflation, where an institution's influence is oversized by internal dynamics rather than recognition from the global community. This university's prudent approach reflects a commitment to external validation and ensures its academic impact is built on a foundation of broad, independent scrutiny.
The institution's Z-score of 0.175 for publications in discontinued journals, while in the medium-risk category, is notably better than the national average of 0.411. This suggests a differentiated management strategy that successfully moderates a risk more common throughout the country. A high proportion of output in such journals serves as a critical alert regarding due diligence in selecting publication venues. The university's relative control indicates more effective guidance for its researchers, though continued vigilance and information literacy initiatives are essential to fully avoid channeling resources into 'predatory' or low-quality practices that carry severe reputational risk.
The institution's Z-score of -0.927 for hyper-authored output is not only low but also indicates more rigorous control than the national standard (Z-score: -0.864). This prudent profile suggests that the university manages its authorship processes with exceptional care. High rates of hyper-authorship, particularly outside 'Big Science' fields, can signal author list inflation that dilutes individual accountability. The university's low value reflects a healthy and transparent approach, effectively distinguishing between necessary large-scale collaboration and questionable practices like 'honorary' authorship.
The institution shows a low-risk profile in its impact dependency, with a Z-score of -0.456 that contrasts sharply with the medium-risk national trend (Z-score: 0.147). This demonstrates strong institutional resilience against reliance on external partners for impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk where prestige is exogenous rather than structural. This university's performance indicates that its excellence metrics are rooted in genuine internal capacity and intellectual leadership, fostering a sustainable and self-reliant research ecosystem.
With a Z-score of -0.359, the institution's rate of hyperprolific authors is low and closely mirrors the national average (Z-score: -0.403). This alignment reflects a state of statistical normality, where the risk level is as expected for its context. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The university's balanced profile suggests that researcher productivity is well-managed, effectively avoiding imbalances between quantity and quality that could compromise the integrity of the scientific record.
The institution's Z-score of -0.268 for output in its own journals is in the very low-risk category and is even more controlled than the national average (Z-score: -0.243). This signifies a state of total operational silence for this risk indicator. An over-reliance on in-house journals can create conflicts of interest and academic endogamy, as production may bypass independent external peer review. The university's minimal use of these channels demonstrates a firm commitment to global visibility and competitive validation, ensuring its research is rigorously assessed by the international scientific community.
The institution maintains a very low rate of redundant output, with a Z-score of -0.612 that significantly surpasses the low-risk national benchmark (Z-score: -0.139). This demonstrates a consistent, low-risk profile that is stronger than the national standard. High rates of bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a single study into minimal units to artificially inflate productivity. The university's exemplary performance in this area points to an institutional culture that prioritizes the generation of significant, coherent knowledge over the pursuit of volume.
