| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.268 | -0.514 |
|
Retracted Output
|
0.286 | -0.126 |
|
Institutional Self-Citation
|
-1.516 | -0.566 |
|
Discontinued Journals Output
|
0.177 | -0.415 |
|
Hyperauthored Output
|
0.743 | 0.594 |
|
Leadership Impact Gap
|
2.934 | 0.284 |
|
Hyperprolific Authors
|
-0.563 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.498 | 0.027 |
State University of New York Upstate Medical University presents a robust scientific integrity profile, characterized by an overall low-risk score of 0.094. The institution demonstrates exceptional strengths in areas of fundamental research ethics, with very low-risk indicators for Institutional Self-Citation, Output in Institutional Journals, and Redundant Output. These results signal a strong internal culture committed to external validation and substantive scientific contribution. However, areas requiring strategic attention include a medium-risk level for Retracted Output and Output in Discontinued Journals, alongside a notable dependency on external collaborations for scientific impact. According to SCImago Institutions Rankings data, the university's research excellence is concentrated in key biomedical fields, with strong national rankings in Biochemistry, Genetics and Molecular Biology; Medicine; and Pharmacology, Toxicology and Pharmaceutics. These thematic strengths directly support the institutional mission to "improve the health of the communities we serve through... biomedical research." The identified risks, particularly those related to publication quality control and impact sustainability, could challenge the long-term credibility and authority of this research. Upholding the highest standards of integrity is paramount to ensuring that research genuinely contributes to patient care and public trust. By leveraging its foundational strengths in research ethics to mitigate these specific vulnerabilities, the university can further solidify its role as a leader in responsible and impactful biomedical innovation.
The institution's Z-score of -0.268 indicates a low rate of multiple affiliations, though it is slightly higher than the national average of -0.514. This minor difference suggests an incipient vulnerability that, while not currently an issue, warrants observation. Multiple affiliations are often a legitimate result of researcher mobility or partnerships, but a rising trend can sometimes signal strategic attempts to inflate institutional credit or "affiliation shopping." Continued monitoring of this indicator will ensure that collaborative practices remain transparent and aligned with academic best practices.
With a Z-score of 0.286, the institution presents a medium-risk signal for retracted output, showing a moderate deviation from the low-risk national average (Z-score -0.126). This suggests a greater sensitivity to factors leading to retractions compared to its national peers. A rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture, as it may indicate that quality control mechanisms prior to publication are failing systemically. This finding calls for a qualitative verification by management to distinguish between the responsible correction of honest errors and possible recurring malpractice or a lack of methodological rigor.
The institution demonstrates an exceptionally low rate of self-citation, with a Z-score of -1.516 that is significantly below the already low national average of -0.566. This result reflects a healthy and consistent focus on external validation. The absence of risk signals in this area confirms that the institution avoids the creation of scientific 'echo chambers.' This strong performance indicates that the institution's academic influence is built on broad recognition from the global community rather than being inflated by endogamous or internal dynamics.
A medium-risk Z-score of 0.177 for publications in discontinued journals marks a significant monitoring alert, as it stands in stark contrast to the very low-risk national environment (Z-score -0.415). This unusual level of risk for its context requires a review of its causes. A high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels, indicating that a portion of scientific production may be channeled through media that fail to meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy to avoid predatory or low-quality practices.
The institution's Z-score of 0.743 for hyper-authored output is in the medium-risk range and shows a higher exposure to this phenomenon than the national average (Z-score 0.594). This suggests the institution is more prone to practices that can lead to inflated author lists. While extensive author lists are legitimate in certain 'Big Science' fields, a high rate outside these contexts can be a sign of diluted individual accountability and transparency. This indicator serves as a signal to review authorship policies to ensure a clear distinction is maintained between necessary massive collaboration and potentially 'honorary' or political authorship practices.
The institution exhibits a Z-score of 2.934 in this area, indicating a high exposure to impact dependency and a value significantly greater than the national average of 0.284. This very wide positive gap, where global impact is high but the impact of research led by the institution itself is comparatively low, signals a critical sustainability risk. It suggests that a substantial portion of the institution's scientific prestige is dependent and exogenous, not structurally generated from within. This finding invites a deep strategic reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
With a Z-score of -0.563, the institution maintains a prudent profile regarding hyperprolific authors, demonstrating more rigorous management of this risk than the national standard (Z-score -0.275). This low rate is a positive sign. By discouraging extreme individual publication volumes, the institution effectively mitigates potential risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful participation. This approach reinforces a culture that prioritizes the quality and integrity of the scientific record over the sheer volume of output.
The institution's Z-score of -0.268 for output in its own journals is very low and demonstrates integrity synchrony with the secure national environment (Z-score -0.220). This total alignment reflects a strong commitment to independent, external peer review. By avoiding excessive dependence on in-house journals, the institution successfully circumvents potential conflicts of interest and the risk of academic endogamy, ensuring that its scientific production is validated through standard competitive channels and achieves global visibility.
The institution achieves a state of preventive isolation with a very low Z-score of -0.498 for redundant output, setting it apart from the medium-risk dynamics observed nationally (Z-score 0.027). This is a significant strength, indicating a research culture that actively discourages 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This commitment to publishing complete and significant findings protects the integrity of the available scientific evidence and shows a clear focus on generating new knowledge over maximizing publication counts.