| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.367 | -0.021 |
|
Retracted Output
|
0.032 | 1.173 |
|
Institutional Self-Citation
|
-0.926 | -0.059 |
|
Discontinued Journals Output
|
0.262 | 0.812 |
|
Hyperauthored Output
|
-1.079 | -0.681 |
|
Leadership Impact Gap
|
0.444 | 0.218 |
|
Hyperprolific Authors
|
-1.413 | 0.267 |
|
Institutional Journal Output
|
-0.268 | -0.157 |
|
Redundant Output
|
-1.186 | -0.339 |
The Institute of Business Management (IoBM) demonstrates a robust scientific integrity profile, with an overall score of -0.280 that indicates a performance generally exceeding national benchmarks. The institution's primary strengths lie in its commitment to external validation and quality over quantity, evidenced by exceptionally low rates of institutional self-citation, hyperprolific authorship, and redundant output. These positive indicators are balanced by areas requiring strategic attention, namely a moderate rate of retractions, a dependency on external collaborations for impact, and some exposure to discontinued journals. According to SCImago Institutions Rankings data, IoBM's thematic leadership is most pronounced in Business, Management and Accounting, and Economics, Econometrics and Finance, where it holds a strong national position. This performance partially aligns with its mission to produce "insightful as well as relevant research" with "societal impact." However, the identified risks, particularly the gap in impact from institution-led research, could challenge the long-term sustainability of this mission, suggesting that its prestige may be more reliant on external partners than on its own structural capacity. To fully realize its vision of developing future leaders and meeting economic challenges, IoBM is encouraged to fortify its internal research leadership and enhance its due diligence in publication channels, thereby ensuring its operational practices are in complete harmony with its stated commitment to excellence.
The institution presents a Z-score of -0.367, which is notably lower than the national average of -0.021. This suggests a prudent and well-managed approach to academic collaborations. The data indicates that the institute handles its affiliation processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, IoBM's controlled rate signals a healthy avoidance of strategic "affiliation shopping," ensuring that institutional credit is claimed transparently and appropriately.
With a Z-score of 0.032, the institution shows a moderate signal in this area, which stands in stark contrast to the country's critical average of 1.173. This differential indicates a significant degree of relative containment; although some risk signals are present, IoBM operates with considerably more order than the national scientific environment. Retractions can sometimes signify responsible supervision, but a high rate suggests systemic failures in quality control. In this context, the institution's ability to maintain a lower rate than its peers suggests its integrity culture is more resilient, though it must remain vigilant to ensure pre-publication review mechanisms are robust enough to prevent recurring malpractice or methodological flaws.
The institution's Z-score of -0.926 is exceptionally low, far below the national average of -0.059. This demonstrates a strong pattern of low-profile consistency, where the complete absence of risk signals surpasses the already low-risk national standard. A certain level of self-citation is natural, but IoBM's performance indicates a profound commitment to external validation and a complete avoidance of scientific isolation or 'echo chambers.' This result confirms that the institution's academic influence is driven by genuine recognition from the global community rather than being inflated by internal dynamics.
The institution's Z-score of 0.262, while indicating a moderate risk, is significantly lower than the national average of 0.812. This points to a differentiated management strategy, where the center successfully moderates a risk that appears to be more common across the country. A high proportion of publications in such journals is a critical alert regarding due diligence in selecting dissemination channels. IoBM's lower score suggests it exercises greater caution than its national peers, but the existing signal warrants an enhancement of information literacy programs to completely avoid channeling research into media that do not meet international ethical standards and pose a reputational risk.
With a Z-score of -1.079, the institution displays a more controlled approach to authorship than the national average of -0.681. This prudent profile suggests that the center manages its publication processes with greater rigor than the national standard. Outside of "Big Science" contexts, high rates of hyper-authorship can indicate author list inflation, which dilutes accountability. IoBM's lower value is a positive sign that it fosters a culture where authorship is more likely to reflect genuine contribution, thereby avoiding practices like 'honorary' or political authorship.
The institution's Z-score of 0.444 is higher than the national average of 0.218, indicating a greater exposure to this particular risk. This suggests that the institution is more prone than its national peers to showing alert signals related to impact dependency. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This value invites strategic reflection on whether IoBM's scientific prestige is the result of its own structural capacity or its positioning in collaborations where it does not exercise primary intellectual leadership, a dynamic that could compromise its long-term research autonomy.
The institution's Z-score of -1.413 is exceptionally low, especially when compared to the national average of 0.267. This demonstrates a clear case of preventive isolation, where the center does not replicate the risk dynamics observed in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or prioritizing metrics over scientific integrity. IoBM's near-zero signal in this area is a significant strength, indicating a healthy academic culture that values quality and meaningful participation over sheer volume.
With a Z-score of -0.268, the institution shows a complete absence of risk signals, performing even better than the very low national average of -0.157. This reflects a state of total operational silence on this indicator. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing external peer review. IoBM's commitment to publishing in external venues demonstrates a strong orientation towards global visibility and competitive validation, reinforcing the credibility and reach of its scientific output.
The institution's Z-score of -1.186 is extremely low, indicating a near-total absence of this practice, and compares favorably to the low-risk national average of -0.339. This result shows low-profile consistency, aligning with an environment that prioritizes novel contributions. High rates of bibliographic overlap often indicate 'salami slicing,' where studies are fragmented to artificially inflate productivity. IoBM's excellent performance here suggests a research culture focused on generating significant new knowledge rather than distorting the scientific record for metric-driven gains.