| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
3.402 | 0.704 |
|
Retracted Output
|
-0.409 | 1.274 |
|
Institutional Self-Citation
|
1.014 | 0.060 |
|
Discontinued Journals Output
|
2.077 | 1.132 |
|
Hyperauthored Output
|
-1.106 | -0.763 |
|
Leadership Impact Gap
|
-1.006 | 0.491 |
|
Hyperprolific Authors
|
1.997 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
1.653 | 0.188 |
The University of Business and Technology demonstrates a solid foundation for scientific integrity, with an overall score of 0.834. This performance is characterized by a notable duality: on one hand, the institution exhibits exceptional governance in key areas, such as its extremely low rates of retracted output, minimal dependence on external leadership for impact, and appropriate use of institutional journals. These strengths indicate robust internal quality control and a capacity for independent, sustainable research. On the other hand, significant vulnerabilities require strategic attention, most critically the high rate of multiple affiliations, which far exceeds national norms. Additionally, indicators related to institutional self-citation, publication in discontinued journals, and redundant output show a higher exposure to risk than the national average. According to SCImago Institutions Rankings data, the university's thematic strengths are concentrated in Economics, Econometrics and Finance; Business, Management and Accounting; Energy; and Environmental Science. While a specific mission statement was not available for analysis, the identified risks—particularly those suggesting a focus on metric inflation over substantive contribution—could challenge the universal academic commitment to excellence and social responsibility. By leveraging its proven strengths in research governance, the University has a clear opportunity to address these vulnerabilities, thereby reinforcing its scientific credibility and ensuring its thematic leadership is built upon a foundation of unimpeachable integrity.
The institution presents a Z-score of 3.402, a value that indicates a significant risk level and starkly contrasts with the national average of 0.704. This suggests that the university is not only participating in but also amplifying a vulnerability present in the national system. While multiple affiliations can be a legitimate outcome of collaboration, a disproportionately high rate at this level signals a potential strategic attempt to inflate institutional credit through practices like “affiliation shopping.” This pattern represents a critical reputational risk, as it can be perceived as prioritizing institutional ranking over the transparent and accurate representation of research contributions, demanding an urgent review of affiliation policies and researcher practices.
With a Z-score of -0.409, the institution demonstrates a very low risk of retracted publications, a result that is particularly commendable when compared to the country's significant-risk average of 1.274. This marked difference highlights a clear environmental disconnection, where the university’s internal governance and quality control mechanisms operate independently and more effectively than the national trend. This excellent performance suggests that the institution's pre-publication quality control and supervision processes are robust and successful in preventing the types of unintentional errors or malpractice that lead to retractions. It is a strong indicator of a healthy integrity culture and responsible scientific oversight.
The institution's Z-score for self-citation is 1.014, which, while within the medium risk category, is substantially higher than the national average of 0.060. This disparity indicates a high exposure to this particular risk, suggesting the center is more prone to these dynamics than its peers. A certain level of self-citation is natural, reflecting ongoing research lines. However, this elevated rate warns of potential scientific isolation or the formation of an 'echo chamber,' where work is validated internally without sufficient external scrutiny. This practice risks creating an endogamous impact, where the institution's academic influence may be oversized by internal dynamics rather than by genuine recognition from the global scientific community.
The university shows a Z-score of 2.077 in this indicator, placing it at a medium risk level and notably above the national average of 1.132. This suggests the institution has a higher exposure to this risk factor than its environment. A high proportion of publications in discontinued journals is a critical alert regarding the due diligence applied in selecting dissemination channels. This score indicates that a portion of the university's scientific output is being channeled through media that may not 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 channeling resources into 'predatory' or low-quality publishing practices.
The institution's Z-score of -1.106 reflects a low-risk profile that is more favorable than the national average of -0.763. This prudent profile suggests that the university manages its authorship processes with greater rigor than the national standard. The data indicates that the institution is effectively distinguishing between necessary, large-scale collaboration, which is legitimate in certain fields, and practices of author list inflation. This control over authorship helps maintain individual accountability and transparency, reinforcing the credibility of its research output.
With a Z-score of -1.006, the institution shows a very low-risk profile, effectively isolating itself from the medium-risk trend observed at the national level (0.491). This preventive isolation is a strong positive signal. It indicates that the institution does not replicate the risk dynamics common in its environment, where scientific prestige is often dependent on external partners. A low score here suggests that the university's impact is not reliant on collaborations where it does not exercise intellectual leadership. Instead, it points to a sustainable model where excellence metrics are the result of genuine internal capacity and structural strength.
The institution's Z-score of 1.997 is within the medium risk range but remains below the national average of 2.211. This demonstrates a differentiated management approach, where the university appears to be moderating a risk that is common throughout the country. While the presence of hyperprolific authors can signal imbalances between quantity and quality, the institution's relative control suggests that its oversight mechanisms may be more effective than its peers'. This helps mitigate potential risks such as coercive authorship or the assignment of credit without meaningful participation, which prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is almost identical to the national average of -0.234, with both reflecting a very low-risk environment. This indicates a state of integrity synchrony, where the university is in total alignment with a national context of maximum scientific security in this area. This low value confirms that the institution is not overly dependent on its own journals for publication, thus avoiding potential conflicts of interest and academic endogamy. By primarily seeking validation through independent external peer review, the university ensures its scientific production achieves broader visibility and credibility.
The institution's Z-score of 1.653 places it in the medium risk category and reveals a high exposure to this issue, as it is significantly greater than the national average of 0.188. This suggests the university is more prone to this practice than its environment. A high value in this indicator alerts to the potential for 'salami slicing,' where a single coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only overburdens the peer review system but also distorts the available scientific evidence, prioritizing publication volume over the generation of significant new knowledge.