| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.149 | 0.589 |
|
Retracted Output
|
0.070 | 0.666 |
|
Institutional Self-Citation
|
0.166 | 0.027 |
|
Discontinued Journals Output
|
0.036 | 0.411 |
|
Hyperauthored Output
|
-0.991 | -0.864 |
|
Leadership Impact Gap
|
-0.480 | 0.147 |
|
Hyperprolific Authors
|
-1.241 | -0.403 |
|
Institutional Journal Output
|
0.138 | -0.243 |
|
Redundant Output
|
-0.346 | -0.139 |
With an overall integrity score of -0.150, the Bangladesh University of Engineering and Technology demonstrates a balanced profile, characterized by strong individual research practices but facing systemic challenges in its institutional publication strategies. The university's primary strengths lie in its low rates of hyper-prolific authorship, hyper-authorship, and redundant publications, coupled with a notable capacity for generating high-impact research under its own leadership. These positive signals of authorial integrity stand in contrast to medium-risk indicators in institutional self-citation and output in institutional journals, which suggest a tendency towards academic endogamy and potential conflicts of interest. These vulnerabilities could undermine the university's mission to produce professionals with "high moral and ethical values" and to achieve "high quality" research. As a national leader in key thematic areas such as Business, Management and Accounting (ranked 1st), Social Sciences (ranked 2nd), and Computer Science (ranked 3rd) according to SCImago Institutions Rankings data, it is crucial to align its publication and quality control policies with its demonstrated research excellence. By leveraging its robust internal capacity and addressing these integrity risks, the university can ensure its contributions are not only impactful but also globally recognized and ethically sound, fully realizing its vision for socio-economic development.
The institution presents a Z-score of 0.149, which is significantly lower than the national average of 0.589. This indicates a more controlled and differentiated management of a practice that is otherwise common in the country. While multiple affiliations can arise from legitimate collaborations, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's moderate approach suggests that its internal governance effectively mitigates the risk of "affiliation shopping," maintaining a healthier and more transparent representation of its collaborative footprint compared to its national peers.
With a Z-score of 0.070, the institution's rate of retracted publications is substantially lower than the country's average of 0.666. This suggests that the university's pre-publication quality control mechanisms are more robust and effective than the national standard. A high rate of retractions can alert to a systemic vulnerability in an institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor. By maintaining a lower rate, the university demonstrates a more effective moderation of this risk, safeguarding its scientific record and reputation.
The institution's Z-score for self-citation is 0.166, a figure notably higher than the national average of 0.027. This reveals a high exposure to this particular risk, suggesting the institution is more prone than its peers to forming scientific 'echo chambers.' Disproportionately high rates of self-citation can signal concerning scientific isolation where work is validated internally without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution shows a Z-score of 0.036, which is remarkably lower than the national average of 0.411. This demonstrates a differentiated and more diligent management of publication channel selection. A high proportion of output in discontinued journals constitutes a critical alert regarding due diligence, exposing an institution to severe reputational risks from 'predatory' or low-quality practices. The university's ability to avoid these channels far more effectively than the national average indicates a strong commitment to quality and ethical dissemination, protecting its research investment and reputation.
With a Z-score of -0.991, the institution displays a more prudent profile regarding authorship practices compared to the national average of -0.864. This lower incidence of hyper-authored publications suggests a culture where authorship is managed with greater rigor and transparency. When authorship lists become excessively long outside of 'Big Science' contexts, it can indicate inflation through 'honorary' or political practices, diluting individual accountability. The university's prudent management in this area reinforces a culture of meaningful and responsible contribution.
The institution's Z-score of -0.480 contrasts sharply with the national average of 0.147, demonstrating significant institutional resilience. A wide positive gap, as seen at the national level, can signal a dependency on external partners for impact. However, the university's negative score indicates that the research it leads is more impactful than its overall collaborative output. This is a powerful sign of sustainable, homegrown scientific prestige and true intellectual leadership, suggesting its excellence results from genuine internal capacity rather than a strategic positioning in collaborations led by others.
The institution records a Z-score of -1.241, an exceptionally low value that is well below the already low national average of -0.403. This signals a complete absence of risk in this area and aligns with the highest standards of scientific integrity. Extreme individual publication volumes can point to imbalances between quantity and quality, or even coercive authorship. The university's operational silence on this indicator confirms a healthy research environment where the focus is on the integrity of the scientific record over the inflation of productivity metrics.
This indicator presents a monitoring alert, with the institution's Z-score at 0.138 while the national context shows a very low score of -0.243. This unusual divergence from the national standard requires a review of its causes. Excessive dependence on in-house journals can create conflicts of interest, as the institution acts as both judge and party. This high rate warns of the risk of academic endogamy, where production might bypass independent external peer review, potentially limiting global visibility and serving as a 'fast track' to inflate CVs without standard competitive validation.
The institution demonstrates a prudent profile with a Z-score of -0.346, which is lower than the national average of -0.139. This indicates that its processes are managed with more rigor than the national standard to prevent redundant publications. A high value in this indicator alerts to the practice of 'salami slicing,' where a study is fragmented into minimal units to artificially inflate productivity. The university's lower score suggests a commendable focus on publishing significant new knowledge rather than prioritizing volume, thereby strengthening the integrity of its scientific output.