| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.779 | -0.514 |
|
Retracted Output
|
-0.108 | -0.126 |
|
Institutional Self-Citation
|
-0.786 | -0.566 |
|
Discontinued Journals Output
|
-0.424 | -0.415 |
|
Hyperauthored Output
|
0.470 | 0.594 |
|
Leadership Impact Gap
|
0.060 | 0.284 |
|
Hyperprolific Authors
|
-0.065 | -0.275 |
|
Institutional Journal Output
|
-0.090 | -0.220 |
|
Redundant Output
|
-0.197 | 0.027 |
New York University demonstrates a robust and commendable scientific integrity profile, reflected in an overall low-risk score of -0.233. The institution's performance is characterized by exceptional control in key areas, particularly a very low rate of institutional self-citation and minimal engagement with discontinued journals, which underscores a culture of external validation and rigorous due diligence. While the majority of indicators align with or outperform national benchmarks, moderate attention is warranted for the Rate of Hyper-Authored Output and the Gap between its total and self-led research impact. These areas, though better managed than the national average, represent opportunities for further refinement. This strong integrity posture provides a solid ethical foundation for the university's outstanding research performance, as evidenced by its top-tier SCImago Institutions Rankings in critical fields such as Social Sciences, Psychology, and Economics, Econometrics and Finance. Any institutional mission centered on academic excellence and societal impact is inherently threatened by integrity risks; practices that dilute accountability or suggest dependency on external leadership could undermine this core identity. By proactively addressing its moderate-risk indicators, New York University can further solidify its global reputation as a leader not only in pioneering research but also in the ethical and transparent conduct that underpins it.
With an institutional Z-score of -0.779, which is notably lower than the national average of -0.514, the university exhibits a prudent and rigorous approach to managing researcher affiliations. This performance suggests that internal processes are more stringent than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The institution's controlled rate minimizes the risk of "affiliation shopping," ensuring that institutional credit is assigned with clarity and integrity.
The institution's rate of retracted publications (Z-score: -0.108) is statistically normal and aligns closely with the national context (Z-score: -0.126), indicating that its post-publication correction mechanisms are functioning as expected for its size and research volume. Retractions are complex events, and a rate consistent with the national average suggests that quality control mechanisms are not facing systemic failures. This alignment confirms that instances of retraction are likely handled as part of a responsible supervision process for correcting the scientific record, rather than indicating recurring malpractice.
The university demonstrates an exemplary low rate of institutional self-citation (Z-score: -0.786), a figure that is significantly healthier than the already low-risk national average (Z-score: -0.566). This absence of risk signals reflects a strong integration with the global scientific community. A certain level of self-citation is natural to reflect ongoing research lines, but this institution's very low score effectively rules out the presence of "echo chambers" or endogamous impact inflation. This confirms that its academic influence is validated by broad external scrutiny rather than being oversized by internal dynamics.
With a Z-score of -0.424, the institution is in total alignment with the national environment (Z-score: -0.415), showing a shared commitment to avoiding discontinued journals. This integrity synchrony demonstrates a secure and well-informed approach to selecting publication venues. A high proportion of output in such journals would constitute a critical alert regarding due diligence. The university's very low rate confirms that robust vetting processes are in place, protecting its research and reputation from the severe risks associated with "predatory" or low-quality publishing practices.
The institution displays a moderate signal for hyper-authored output (Z-score: 0.470), yet it demonstrates differentiated management by maintaining a rate below the national average (Z-score: 0.594). This suggests a more controlled approach to a risk that is common within the country. When extensive author lists appear outside "Big Science" contexts, they can indicate author list inflation, diluting individual accountability. While the university effectively moderates this risk, the medium-level signal warrants internal review to ensure a clear and consistent distinction between necessary massive collaboration and potentially problematic "honorary" authorship practices.
The university effectively manages its research impact profile, with a Z-score of 0.060 that indicates a much smaller gap between its overall impact and the impact of its self-led research compared to the national average of 0.284. This reflects a differentiated management strategy that mitigates a common risk. A very wide positive gap can signal a sustainability risk where prestige is dependent on external partners. The institution's moderate and well-controlled gap suggests that while it engages in valuable collaborations, its scientific prestige is fundamentally rooted in its own structural and intellectual leadership, ensuring its excellence metrics result from real internal capacity.
While remaining in the low-risk category, the institution's rate of hyperprolific authors (Z-score: -0.065) presents an incipient vulnerability, as it is higher than the national average (Z-score: -0.275). This indicates the presence of early signals that warrant review before they escalate. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. This slight elevation suggests a need for proactive monitoring to ensure that productivity metrics do not compromise the quality and integrity of the scientific record.
A slight divergence from the national trend is observed in this indicator. The institution shows a low-risk signal (Z-score: -0.090) in a national context that is virtually free of this risk (Z-score: -0.220). This suggests a minor but noteworthy level of activity that does not appear in the rest of the country. Excessive dependence on in-house journals can raise conflicts of interest, as the institution acts as both judge and party. Although the signal is not alarming, it warns of a potential for academic endogamy and suggests that internal channels should be monitored to ensure they do not bypass the independent external peer review essential for global validation.
The institution demonstrates strong institutional resilience, maintaining a low-risk profile for redundant output (Z-score: -0.197) in a national environment where this practice is a medium-level risk (Z-score: 0.027). This indicates that internal control mechanisms are effectively mitigating a systemic national trend. Massive bibliographic overlap between publications often indicates "salami slicing" to artificially inflate productivity. The university's robust performance suggests a culture that prioritizes the generation of significant new knowledge over the mere volume of publications, thereby protecting the integrity of the scientific evidence it produces.
