| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.198 | -0.514 |
|
Retracted Output
|
-0.155 | -0.126 |
|
Institutional Self-Citation
|
-0.550 | -0.566 |
|
Discontinued Journals Output
|
-0.480 | -0.415 |
|
Hyperauthored Output
|
-0.942 | 0.594 |
|
Leadership Impact Gap
|
-0.287 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
2.726 | 0.027 |
Southern Illinois University Edwardsville presents a strong scientific integrity profile, marked by an overall score of -0.383 that reflects robust performance across most indicators, with one notable exception requiring strategic intervention. The institution demonstrates exceptional control in areas such as the Rate of Hyperprolific Authors, Rate of Output in Discontinued Journals, and Rate of Multiple Affiliations, indicating a culture that prioritizes quality, transparency, and responsible publication practices. These strengths align well with the institution's prominent national rankings in key thematic areas, including Economics, Econometrics and Finance, Energy, and Agricultural and Biological Sciences, as per SCImago Institutions Rankings data. However, a significant risk signal in the Rate of Redundant Output directly challenges the core mission of "communicating, expanding and integrating knowledge." The practice of fragmenting research contradicts the goal of developing scholars who can holistically "shape a changing world." By leveraging its demonstrated strengths in governance and integrity, the university has a clear opportunity to address this vulnerability, thereby ensuring its operational practices fully embody its commitment to academic excellence and social responsibility.
The institution exhibits a Z-score of -1.198, which is significantly lower than the national average of -0.514. This result indicates a commendable absence of risk signals in an area where the national context already shows low risk. The institution's very low rate suggests that its affiliation practices are transparent and well-governed. While multiple affiliations can be a legitimate outcome of collaboration, the university's data shows no signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a stable and clear representation of its research partnerships.
With a Z-score of -0.155, the institution's performance is statistically aligned with the United States average of -0.126. This correspondence suggests that the rate of retractions is within the expected range for an institution of its size and context. Retractions are complex events, and this low, normal rate indicates that the observed cases are likely part of the scientific community's natural self-correction process rather than evidence of systemic failures in pre-publication quality control. The data does not point to any unusual vulnerability in the institution's integrity culture.
The institution's Z-score of -0.550 is nearly identical to the national average of -0.566, indicating a risk level that is normal and expected for its environment. A certain degree of self-citation is natural, reflecting ongoing research trajectories. The alignment with the national benchmark suggests that the university maintains a healthy balance, avoiding the pitfalls of scientific isolation or 'echo chambers.' This demonstrates that the institution's academic influence is appropriately validated by the broader external community, not just inflated by internal dynamics.
The institution demonstrates an exceptionally low Z-score of -0.480, performing even better than the already very low national average of -0.415. This near-total absence of risk signals points to exemplary due diligence in the selection of publication channels. This practice is critical for avoiding reputational damage and the misallocation of resources associated with 'predatory' or low-quality journals. The data confirms that the institution's researchers are effectively channeling their work through media that meet international ethical and quality standards.
With a Z-score of -0.942, the institution shows a low incidence of hyper-authorship, contrasting sharply with the moderate-risk national average of 0.594. This suggests the presence of effective institutional resilience, where internal controls or cultural norms successfully mitigate a systemic risk prevalent in the country. By avoiding this trend, the university fosters a research environment that discourages author list inflation and promotes genuine accountability, ensuring that authorship reflects meaningful intellectual contribution rather than 'honorary' or political attributions.
The institution maintains a low-risk Z-score of -0.287, indicating a minimal gap between its overall impact and the impact of research where it holds a leadership role. This performance is a sign of institutional resilience, as it stands in contrast to the moderate-risk national average of 0.284. The data suggests that the university's scientific prestige is structurally sound and driven by its own internal capacity, rather than being dependent on external partners. This reflects a sustainable model of excellence where the institution exercises genuine intellectual leadership in its collaborations.
The institution's Z-score of -1.413 is exceptionally low, positioning it well below the national average of -0.275. This near absence of hyperprolific authors is consistent with a healthy research environment that prioritizes substance over sheer volume. While high productivity can sometimes be legitimate, extreme publication rates often challenge the limits of meaningful intellectual contribution. The university's very low score indicates a strong balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation.
With a Z-score of -0.268, the institution is in perfect synchrony with the national average of -0.220, both of which are in a state of maximum scientific security. This alignment demonstrates a strong commitment to using external, independent peer review for validating its research. By avoiding over-reliance on in-house journals, the university mitigates potential conflicts of interest and academic endogamy. This practice ensures its scientific production achieves global visibility and is not channeled through internal 'fast tracks' that bypass standard competitive validation.
The institution's Z-score of 2.726 represents a significant risk and a point of urgent concern, as it markedly amplifies the moderate vulnerability seen in the national average of 0.027. This high value is a critical alert for the practice of 'salami slicing,' where a single coherent study may be fragmented into minimal publishable units to artificially inflate productivity metrics. This dynamic not only overburdens the peer review system but, more importantly, distorts the available scientific evidence. An immediate review is necessary to ensure that the institutional culture prioritizes the generation of significant new knowledge over the maximization of publication volume.