| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.352 | -0.514 |
|
Retracted Output
|
-0.108 | -0.126 |
|
Institutional Self-Citation
|
-0.792 | -0.566 |
|
Discontinued Journals Output
|
-0.495 | -0.415 |
|
Hyperauthored Output
|
-0.684 | 0.594 |
|
Leadership Impact Gap
|
-0.243 | 0.284 |
|
Hyperprolific Authors
|
-0.758 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.220 | 0.027 |
The City University of New York Graduate Center demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.344, which is significantly below the baseline. The institution's primary strengths lie in its exceptionally low rates of institutional self-citation, publication in discontinued journals, and output in its own journals, indicating a strong culture of external validation and due diligence. Furthermore, the Center shows remarkable resilience by effectively mitigating national trends toward hyper-authorship and impact dependency. The main vulnerability identified is a medium-risk level in redundant output (salami slicing), which exceeds the national average and warrants strategic attention. According to SCImago Institutions Rankings data, the Center's academic strengths are particularly prominent in areas such as Psychology, Arts and Humanities, Energy, and Physics and Astronomy. The identified risk of research fragmentation, while isolated, could subtly undermine the institutional mission to foster "original research and scholarship." Prioritizing significant contributions over sheer volume is crucial to upholding the commitment to preparing "scholars, teachers, experts, and leaders." We recommend a focused review of publication incentives and author guidance to address this single vulnerability, which will further solidify the Center's position as a leader in responsible and high-impact research.
With a Z-score of -0.352, the institution's rate of multiple affiliations is low but slightly more pronounced than the national average of -0.514. This subtle difference suggests an incipient vulnerability that warrants observation before it escalates. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor uptick signals a need to ensure that these practices are driven by genuine collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping." Monitoring this trend will help maintain transparency in how institutional contributions are represented.
The institution's Z-score for retracted output is -0.108, a figure that is statistically normal and almost identical to the national average of -0.126. This alignment indicates that the level of retractions is as expected for an institution of its context and size, suggesting that its quality control mechanisms are functioning appropriately. Retractions are complex events, and this low rate implies that they likely represent the responsible correction of honest errors, a sign of a healthy scientific supervision process, rather than systemic failures in the institution's integrity culture.
The institution exhibits an exceptionally low rate of self-citation, with a Z-score of -0.792, which is significantly better than the national average of -0.566. This absence of risk signals, consistent with the low-risk national environment, is a strong indicator of scientific openness. A certain level of self-citation is natural, but this very low value confirms that the institution avoids the "echo chambers" that can arise from excessive self-validation. It demonstrates that the Center's academic influence is robustly validated by the global community, not inflated by internal dynamics.
With a Z-score of -0.495, the institution shows a total operational silence in this risk area, performing even better than the already low national average of -0.415. This complete absence of signals is a testament to the strong due diligence exercised by its researchers in selecting dissemination channels. It indicates that the institution's scientific production is effectively channeled through media that meet international ethical and quality standards, protecting it from the severe reputational risks associated with 'predatory' or low-quality publishing practices.
The institution demonstrates notable institutional resilience, maintaining a low Z-score of -0.684 in a country where the average is a medium-risk 0.594. This suggests that internal control mechanisms are effectively mitigating the systemic risks of authorship inflation prevalent in the national environment. By resisting the trend of hyper-authorship outside of legitimate "Big Science" contexts, the Center upholds a standard where author lists are more likely to reflect genuine intellectual contribution, thereby reinforcing individual accountability and transparency in its research.
The Center displays strong institutional resilience with a Z-score of -0.243, indicating a healthy and minimal gap, especially when compared to the medium-risk national average of 0.284. This result suggests that the institution's scientific prestige is structural and sustainable, built upon its own intellectual leadership rather than being dependent on external partners. This performance acts as an effective filter against the national trend, confirming that the institution's excellence metrics are a direct result of its real internal capacity to lead high-impact research.
The institution maintains a prudent profile with a Z-score of -0.758, which is significantly lower and more rigorous than the national standard of -0.275. This indicates a well-managed balance between quantity and quality in its scientific output. By avoiding the risks associated with extreme individual publication volumes, the Center effectively discourages practices such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over the inflation of productivity metrics.
With a Z-score of -0.268, which is even lower than the national average of -0.220, the institution demonstrates a total operational silence regarding this risk. This complete absence of signals indicates a firm commitment to independent, external peer review, steering clear of the conflicts of interest that can arise from acting as both judge and party. This practice prevents academic endogamy and ensures that scientific production is validated through standard competitive channels, thereby maximizing its global visibility and credibility.
The institution's Z-score for redundant output is 0.220, a medium-risk value that indicates high exposure, as it is significantly more pronounced than the national average of 0.027. This is the primary area of concern, suggesting the Center is more prone to the practice of "salami slicing" than its peers. This pattern, where a coherent study is fragmented into minimal publishable units, can artificially inflate productivity but ultimately distorts the scientific evidence and overburdens the review system. This finding signals an urgent need to review publication incentives to ensure they prioritize significant new knowledge over sheer volume.