| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
4.601 | 2.131 |
|
Retracted Output
|
-0.465 | 0.430 |
|
Institutional Self-Citation
|
-1.611 | -0.524 |
|
Discontinued Journals Output
|
0.425 | -0.203 |
|
Hyperauthored Output
|
0.853 | 0.984 |
|
Leadership Impact Gap
|
5.040 | 2.742 |
|
Hyperprolific Authors
|
-1.413 | -1.413 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.158 | -0.078 |
The Université Catholique de Bukavu demonstrates a complex and dualistic integrity profile, marked by areas of exceptional governance alongside significant strategic vulnerabilities. With an overall score of 0.459, the institution's performance reveals a clear divide. On one hand, it exhibits outstanding control in foundational areas of research integrity, showing very low risk in retracted output, institutional self-citation, hyperprolific authorship, and publication in its own journals. These strengths suggest robust internal quality mechanisms and a culture that values external validation. However, this is contrasted by significant risks in its rate of multiple affiliations and a critical dependency on external partners for research impact. These weaknesses, coupled with medium-level risks in publication channel selection and output fragmentation, point to a strategy potentially over-focused on metric optimization at the expense of building sustainable, independent research capacity. This profile is particularly relevant given the institution's leadership position within the Democratic Republic of Congo, as evidenced by its top SCImago Institutions Rankings in Social Sciences (1st) and Medicine (2nd). While these thematic strengths align with a mission of academic excellence and social contribution, the identified integrity risks, especially the reliance on external leadership for impact, could undermine this mission. True excellence requires not only visibility but also the structural capacity to generate and lead high-impact research independently. Therefore, it is recommended that the university leverage its strong governance foundations to critically review and realign its collaboration and affiliation policies, ensuring that its growing reputation is built upon genuine internal strength and long-term scientific sovereignty.
The institution presents a Z-score of 4.601, a value that indicates a significant risk level and is substantially higher than the national average of 2.131. This finding suggests that the university is not merely reflecting a national trend but is actively amplifying a vulnerability present in the wider system. This pronounced rate of multiple affiliations requires careful strategic review. While often a legitimate result of researcher mobility or partnerships, such a disproportionately high rate can signal systemic attempts to inflate institutional credit or engage in “affiliation shopping.” The degree to which this practice exceeds the national norm suggests it may be a deliberate policy or an ingrained cultural practice that prioritizes institutional visibility in rankings over the clear and transparent accounting of scholarly contributions.
With a Z-score of -0.465, the institution demonstrates a very low rate of retracted publications, positioning it as a model of preventive control within a national context that shows a medium risk (Z-score: 0.430). This contrast indicates that the university does not replicate the risk dynamics observed in its environment, suggesting the successful implementation of robust internal quality control mechanisms. Retractions can be complex, but such a low score points towards effective pre-publication supervision and a strong institutional integrity culture. This performance effectively isolates the university from broader national vulnerabilities, signaling that its processes for ensuring methodological rigor are functioning at a high standard and preventing the types of systemic failures or malpractice that can lead to post-publication corrections.
The institution's Z-score for self-citation is -1.611, a very low value that is notably better than the country's already low-risk average of -0.524. This demonstrates a consistent and exemplary commitment to external validation that aligns with, and even surpasses, the national standard. A certain level of self-citation is natural, but this exceptionally low rate confirms the absence of concerning scientific isolation or 'echo chambers'. It strongly indicates that the institution's academic influence is built on broad recognition from the global community rather than being inflated by internal dynamics, reflecting a healthy and outward-looking research culture.
The institution exhibits a Z-score of 0.425, corresponding to a medium risk level, which marks a moderate deviation from the low-risk national average of -0.203. This discrepancy suggests the university has a greater sensitivity to this particular risk factor than its national peers. A high proportion of publications in discontinued journals constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. This score indicates that a segment of the university's scientific output is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational damage and suggesting an urgent need to enhance information literacy among its researchers to avoid wasting resources on predatory or low-quality venues.
With a Z-score of 0.853, the institution's rate of hyper-authored output is at a medium risk level, operating within a national context where this is also a common practice (country Z-score: 0.984). However, the university's slightly lower score suggests a degree of differentiated management, moderating a risk that is prevalent in its environment. While extensive author lists are legitimate in 'Big Science', a medium-risk score outside these contexts can signal a tendency towards author list inflation, which dilutes individual accountability. The institution's ability to maintain a rate below the national average indicates that it may have better, though not yet perfect, mechanisms for distinguishing between necessary massive collaboration and questionable 'honorary' authorship practices.
The institution's Z-score of 5.040 is at a significant risk level, drastically amplifying the vulnerability already present in the national system (country Z-score: 2.742). This extremely wide positive gap—where overall impact is high but the impact of research led by the institution is low—signals a critical risk to its scientific sustainability. Such a high value strongly suggests that the institution's scientific prestige is largely dependent and exogenous, not structural. This finding demands a deep reflection on whether its excellence metrics are the result of genuine internal capacity or a strategic positioning in collaborations where it does not exercise intellectual leadership, making its perceived impact highly vulnerable to shifts in external partnerships.
The institution's Z-score of -1.413 is identical to the national average, placing both at a very low risk level. This perfect alignment demonstrates an integrity synchrony with its national environment, reflecting a shared culture of maximum scientific security in this area. This score indicates that the institution successfully avoids the risks associated with extreme individual publication volumes, such as imbalances between quantity and quality or coercive authorship. The data suggests a healthy research environment where productivity is not pursued at the expense of meaningful intellectual contribution, a standard upheld both by the institution and across the country.
With a Z-score of -0.268, the institution's rate of publication in its own journals is at a very low risk level, perfectly matching the national average. This integrity synchrony signifies a total alignment with an environment that prioritizes external validation. By avoiding over-reliance on in-house journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, thereby enhancing its global visibility and credibility, and confirming that internal channels are not used as 'fast tracks' to inflate publication counts without standard competitive validation.
The institution shows a Z-score of 0.158, a medium risk level that represents a moderate deviation from the low-risk national context (Z-score: -0.078). This difference indicates that the university is more sensitive to this risk factor than its peers, pointing to a potential internal issue with publication practices. A medium score in this indicator, which tracks massive bibliographic overlap between publications, can alert to the practice of 'salami slicing'—dividing a single study into minimal publishable units to artificially inflate productivity. This practice not only distorts the available scientific evidence but also overburdens the peer review system, prioritizing volume over the generation of significant new knowledge.