| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.847 | -0.062 |
|
Retracted Output
|
-0.437 | -0.050 |
|
Institutional Self-Citation
|
-0.508 | 0.045 |
|
Discontinued Journals Output
|
-0.519 | -0.024 |
|
Hyperauthored Output
|
-0.482 | -0.721 |
|
Leadership Impact Gap
|
0.975 | -0.809 |
|
Hyperprolific Authors
|
-0.581 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.396 | -0.515 |
New York University, Shanghai presents a robust and largely positive scientific integrity profile, with an overall risk score of -0.056 indicating performance aligned with global standards. The institution demonstrates exceptional strength in maintaining very low-risk levels for Retracted Output, Output in Discontinued Journals, and Output in Institutional Journals, showcasing rigorous quality control and a commitment to high-caliber dissemination channels. According to SCImago Institutions Rankings data, its research excellence is particularly pronounced in Arts and Humanities, Psychology, and Social Sciences, where it holds prominent national rankings. However, this profile is contrasted by two significant vulnerabilities: a "severe discrepancy" in the Rate of Multiple Affiliations and a "monitoring alert" regarding the gap between its total impact and the impact of research under its direct leadership. These specific risks could challenge the fulfillment of its mission to provide "outstanding research," as they suggest that its perceived excellence may be partially reliant on external dynamics rather than fully independent institutional capacity. To safeguard its long-term reputation and fully align its practices with its mission, the institution is advised to leverage its clear strengths in research governance to investigate and mitigate these isolated but critical areas of concern.
The institution exhibits a Z-score of 2.847, a figure that marks a severe discrepancy when compared to the national average of -0.062. This atypical level of risk activity requires a deep integrity assessment, as it suggests a dynamic not present in the broader national context. While multiple affiliations can be a legitimate outcome of collaboration, such a disproportionately high rate signals a potential strategic attempt to inflate institutional credit or engage in “affiliation shopping.” The significant deviation from the national norm makes it imperative to review the underlying causes to ensure that affiliation practices are transparent, justified, and aligned with academic integrity standards.
With a Z-score of -0.437, the institution demonstrates an exemplary record in this area, which is consistent with the low-risk national standard (Z-score: -0.050). This low-profile consistency indicates that the institution’s quality control mechanisms are not only effective but also in sync with the country's environment of scientific security. Retractions are complex events, but such a low score suggests that any corrections are likely due to responsible supervision and honest error, rather than systemic failures. This absence of risk signals is a testament to a strong integrity culture and robust pre-publication review processes.
The institution's Z-score of -0.508 is notably lower than the national average of 0.045, demonstrating significant institutional resilience. This suggests that internal control mechanisms are effectively mitigating a systemic risk that is more prevalent at the national level. A certain level of self-citation is natural, but the institution’s prudent approach successfully avoids the creation of scientific 'echo chambers' or the endogamous inflation of its impact. This result indicates that the institution's academic influence is validated by the broader global community rather than being oversized by internal dynamics.
The institution's Z-score of -0.519 reflects a very low-risk profile that aligns perfectly with the national standard (Z-score: -0.024). This low-profile consistency demonstrates a strong commitment to due diligence in selecting reputable dissemination channels. By avoiding journals that fail to meet international ethical or quality standards, the institution effectively sidesteps severe reputational risks. This indicator confirms a high level of information literacy among its researchers, preventing the waste of resources on 'predatory' or low-quality publication practices.
The institution's Z-score of -0.482, while low, points to an incipient vulnerability when compared to the national average of -0.721. Although both scores are within a low-risk range, the institution shows slightly more activity in this area than its national peers, a signal that warrants review before it escalates. This metric serves as a reminder to continually distinguish between necessary massive collaboration, common in 'Big Science,' and potential 'honorary' authorship practices that can dilute individual accountability and transparency. Monitoring this trend is advisable to ensure authorship remains merited.
A monitoring alert is triggered by the institution's Z-score of 0.975, an unusual risk level that stands in stark contrast to the national standard of -0.809. This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be dependent and exogenous, not structural. This disparity invites critical reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership. A review of the causes is necessary to ensure the development of a self-sustaining research ecosystem.
With a Z-score of -0.581, the institution demonstrates strong institutional resilience against a risk that is more pronounced at the national level (Z-score: 0.425). This indicates that institutional policies or culture effectively moderate the pressures for extreme publication volumes. By maintaining a low rate of hyperprolific authors, the institution fosters a healthy balance between quantity and quality, successfully avoiding potential risks such as coercive authorship or the assignment of credit without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is indicative of a very low-risk profile, consistent with the low-risk national environment (Z-score: -0.010). This alignment demonstrates a clear commitment to external, independent peer review for its research output. This practice enhances the global visibility and credibility of its work and effectively avoids the conflicts of interest and academic endogamy that can arise from an over-reliance on in-house journals. The institution is not using internal channels as 'fast tracks' for publication, reinforcing its commitment to standard competitive validation.
The institution's Z-score of -0.396 reveals a slight divergence from the national context, where the average is -0.515. While both scores are low, the institution shows early signals of risk activity that do not appear as prominently in the rest of the country. This metric alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' Although the current level is not alarming, this deviation warrants attention to ensure that research practices continue to prioritize the generation of significant new knowledge over the maximization of publication volume.
