| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.761 | 0.589 |
|
Retracted Output
|
1.610 | 0.666 |
|
Institutional Self-Citation
|
1.049 | 0.027 |
|
Discontinued Journals Output
|
1.382 | 0.411 |
|
Hyperauthored Output
|
-1.212 | -0.864 |
|
Leadership Impact Gap
|
-1.174 | 0.147 |
|
Hyperprolific Authors
|
-0.572 | -0.403 |
|
Institutional Journal Output
|
-0.268 | -0.243 |
|
Redundant Output
|
-1.186 | -0.139 |
Bangladesh University of Business and Technology (BUBT) presents a profile of notable strengths in research governance alongside critical vulnerabilities that require immediate attention. With an overall integrity score of 0.473, the institution demonstrates exemplary control over authorship practices, intellectual leadership, and publication channel selection, showing minimal to non-existent risk in areas such as Hyper-Authored Output, Redundant Output, and the Gap between its total and led impact. These strengths are foundational to its recognized leadership in thematic areas like Engineering and Computer Science, where it ranks within the top 20 nationally according to SCImago Institutions Rankings data. However, this positive performance is severely undermined by significant risks in Retracted Output and medium risks in Institutional Self-Citation and publication in Discontinued Journals. These weaknesses directly challenge the university's mission "to provide quality education" and develop "competent human resources," as they suggest systemic gaps in quality control and due diligence. To fully align its operational practices with its strategic vision, BUBT should leverage its clear governance strengths to implement targeted interventions that address these integrity risks, thereby safeguarding its reputation and ensuring its contribution to science is both impactful and sound.
The institution's Z-score for this indicator is -0.761, contrasting with the national average of 0.589. This demonstrates significant institutional resilience, as BUBT effectively mitigates systemic risks that are more prevalent across the country. While multiple affiliations can be a legitimate outcome of collaboration, the national context shows a moderate tendency towards practices that could inflate institutional credit. BUBT’s low-risk profile indicates that its control mechanisms are working, ensuring that affiliations are transparent and accurately reflect genuine research partnerships rather than strategic "affiliation shopping."
With a Z-score of 1.610, significantly above the national average of 0.666, the institution shows an accentuation of a risk already present in the national system. This high score is a critical alert that cannot be dismissed as isolated incidents of honest error correction. A rate this far above the norm suggests that pre-publication quality control mechanisms may be failing systemically. This vulnerability in the institution's integrity culture points to possible recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to prevent further damage to its scientific reputation.
The institution registers a Z-score of 1.049, while the national average is a much lower 0.027. This indicates a high exposure to this risk, suggesting the center is more prone to showing alert signals than its environment. While a certain level of self-citation is natural, this disproportionately high rate signals a potential 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This practice carries the risk of endogamous impact inflation, where academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of 1.382 is substantially higher than the country's average of 0.411, revealing a high exposure to this integrity risk. This elevated rate is a critical alert regarding the due diligence applied in selecting dissemination channels. It indicates that a significant portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards. This 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 publication practices.
The institution exhibits a Z-score of -1.212, well below the national average of -0.864. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with, and even improves upon, the national standard. This very low score indicates that authorship practices at the institution are well-governed, transparent, and maintain individual accountability. There is no evidence of author list inflation or the dilution of responsibility, reflecting a healthy and ethical collaborative environment.
The institution's Z-score of -1.174 marks a stark and positive contrast to the national average of 0.147. This reflects a state of preventive isolation, where the university does not replicate the risk dynamics of dependency observed elsewhere in its environment. A low gap suggests that the institution's scientific prestige is structural and homegrown, not reliant on external partners. This is a sign of robust internal capacity and genuine intellectual leadership, indicating that its excellence metrics are the result of its own foundational research strengths.
With a Z-score of -0.572, which is lower than the national average of -0.403, the institution maintains a prudent profile. This indicates that the university manages its research processes with more rigor than the national standard. The low score confirms a healthy balance between productivity and quality, with no evidence of extreme individual publication volumes that might challenge the limits of meaningful intellectual contribution. This suggests an absence of distorting practices such as coercive authorship or assigning credit without real participation.
The institution's Z-score of -0.268 is nearly identical to the national average of -0.243, demonstrating integrity synchrony with its environment. This total alignment reflects a shared commitment to maximum scientific security in this area. By avoiding dependence on in-house journals, the institution successfully mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, thereby enhancing its global visibility and competitive validation.
The institution shows a Z-score of -1.186, significantly lower than the national average of -0.139. This signals a low-profile consistency, where the absence of risk is in line with the national standard. The very low score indicates that the university's research culture prioritizes the generation of significant new knowledge over artificially inflating productivity metrics. There are no signs of data fragmentation or 'salami slicing,' a practice that overburdens the review system and distorts the scientific record.