| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.769 | -0.514 |
|
Retracted Output
|
-0.061 | -0.126 |
|
Institutional Self-Citation
|
-1.465 | -0.566 |
|
Discontinued Journals Output
|
-0.155 | -0.415 |
|
Hyperauthored Output
|
0.807 | 0.594 |
|
Leadership Impact Gap
|
1.628 | 0.284 |
|
Hyperprolific Authors
|
-1.234 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.019 | 0.027 |
SUNY Downstate Medical Center demonstrates a robust scientific integrity profile, with an overall risk score of -0.229 that indicates a performance well within the parameters of international best practices. The institution's primary strengths lie in its exceptionally low rates of institutional self-citation, hyperprolific authorship, and publication in its own journals, signaling a culture of external validation and a focus on quality over quantity. According to SCImago Institutions Rankings data, these sound practices underpin its notable research standing in key thematic areas, particularly in Medicine, Biochemistry, Genetics and Molecular Biology, and Pharmacology. However, areas requiring strategic attention include a medium-risk exposure to hyper-authored publications and, most significantly, a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. This dependency on external collaborators for impact could, in the long term, challenge its mission to "advance knowledge through cutting edge research," as true leadership implies the generation of structural, internal capacity. To fully align its operational reality with its aspirational goals of excellence and community care, it is recommended that the Center focuses on strengthening its internal research leadership and refining authorship policies to ensure its recognized prestige is both sustainable and self-generated.
With a Z-score of -0.769, the institution exhibits a lower rate of multiple affiliations compared to the national average of -0.514. This prudent profile suggests that the Center manages its collaborative and affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates a well-governed environment that effectively avoids the risk of strategically inflating institutional credit through "affiliation shopping," ensuring that credit is claimed transparently and appropriately.
The institution's Z-score for retracted output is -0.061, a low value that is nonetheless slightly higher than the national baseline of -0.126. This subtle difference points to an incipient vulnerability that warrants review before it escalates. Retractions can be complex events, and some signify responsible supervision in correcting unintentional errors. However, a rate that edges above the national norm, even if minimal, suggests that pre-publication quality control mechanisms could be strengthened to prevent any potential for recurring malpractice or a lack of methodological rigor from becoming a systemic issue.
The Center demonstrates an exceptionally strong performance in this area, with a Z-score of -1.465, significantly below the already low national average of -0.566. This absence of risk signals aligns perfectly with the national standard for integrity. A certain level of self-citation is natural, but the institution's very low rate provides powerful evidence against scientific isolation or 'echo chambers.' It confirms that the Center's academic influence is validated by the broader global community rather than being inflated by internal dynamics, reflecting a healthy integration into international scientific discourse.
A slight divergence is noted in this indicator, with the institution showing a Z-score of -0.155 while the national context is nearly inert at -0.415. This indicates that the Center has a low but detectable signal of risk activity that is largely absent elsewhere in the country. A high proportion of publications in such journals would be a critical alert, but even this low signal suggests a need for enhanced due diligence in selecting dissemination channels. It serves as a reminder to reinforce information literacy among researchers to avoid channeling valuable scientific production into media that may not meet international ethical or quality standards, thereby preventing reputational risk.
The institution shows high exposure to this risk, with a Z-score of 0.807 that exceeds the national medium-risk average of 0.594. This indicates that the Center is more prone than its peers to publishing works with extensive author lists. While common in "Big Science" fields, a high rate outside these contexts can signal author list inflation, which dilutes individual accountability and transparency. This elevated score serves as a signal for the institution to analyze its authorship patterns and distinguish between necessary, large-scale collaborations and potentially inappropriate "honorary" or political authorship practices.
This indicator represents a key area of strategic vulnerability, with the institution's Z-score of 1.628 far exceeding the national average of 0.284. This high exposure reveals a significant gap where the institution's overall citation impact is high, but the impact of research led by its own authors is comparatively low. This pattern signals a sustainability risk, suggesting that its scientific prestige may be dependent and exogenous, rather than structural. The high value invites critical reflection on whether the Center's excellence metrics result from its own internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
With a Z-score of -1.234, the institution shows a near-total absence of hyperprolific authors, a figure significantly lower than the national average of -0.275. This lack of risk signals is consistent with a national environment that also shows low risk, but the Center's position is exemplary. This result indicates a healthy balance between productivity and quality, effectively mitigating risks such as coercive authorship or assigning credit without meaningful intellectual contribution. It reinforces a culture where the integrity of the scientific record is prioritized over the sheer volume of publications.
The institution's Z-score of -0.268 is almost perfectly aligned with the national average of -0.220, demonstrating integrity synchrony with a national environment of maximum scientific security. This shared commitment to avoiding in-house journals is a strong positive indicator. By not relying on internal channels, the institution ensures its research bypasses potential conflicts of interest and academic endogamy, subjecting its work to independent external peer review. This practice enhances global visibility and confirms that its scientific output is validated through standard, competitive international processes.
The Center demonstrates notable institutional resilience in this area, with a Z-score of -0.019 indicating a low risk, in contrast to the medium-risk national average of 0.027. This suggests that the institution's internal control mechanisms are effectively mitigating a practice more common in its environment. The low rate of bibliographic overlap between publications signals a culture that discourages data fragmentation or 'salami slicing.' This commitment to publishing coherent, significant studies rather than artificially inflating productivity metrics upholds the integrity of the scientific evidence base and respects the resources of the peer-review system.