| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.430 | -0.514 |
|
Retracted Output
|
0.361 | -0.126 |
|
Institutional Self-Citation
|
-0.986 | -0.566 |
|
Discontinued Journals Output
|
-0.483 | -0.415 |
|
Hyperauthored Output
|
-0.314 | 0.594 |
|
Leadership Impact Gap
|
0.003 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.883 | 0.027 |
The State University of New York, College of Environmental Science and Forestry presents a robust scientific integrity profile, reflected in an overall risk score of -0.222. The institution demonstrates exceptional strengths in five key areas, including minimal rates of institutional self-citation, redundant output, and publications in discontinued journals, establishing a solid foundation of ethical research practices. However, moderate risks are identified in the rates of multiple affiliations and retracted output, which warrant strategic attention. These findings are contextualized by the institution's outstanding performance in thematic areas central to its mission, with SCImago Institutions Rankings placing it among the nation's leaders in Chemistry, Energy, and Environmental Science. While these academic achievements directly support the mission to "promote the leadership necessary for the stewardship of both the natural and designed environments," the identified integrity risks could challenge this commitment to responsible leadership. Therefore, it is recommended that the institution leverage its considerable strengths to develop targeted governance and training initiatives aimed at mitigating these specific vulnerabilities, thereby ensuring its scientific excellence is fully aligned with its core values of stewardship and integrity.
The institution's Z-score of 0.430 indicates a moderate deviation from the national average of -0.514, suggesting a greater sensitivity to risk factors in this area compared to its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate signals a need to review affiliation practices. It is crucial to ensure that these affiliations are not being used strategically to inflate institutional credit or for “affiliation shopping,” but rather reflect genuine collaborative contributions, thereby maintaining transparency and academic integrity.
With a Z-score of 0.361, the institution's rate of retractions shows a moderate deviation above the national average of -0.126. This suggests a higher incidence of events leading to retractions compared to peer institutions. A rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This finding suggests that quality control mechanisms prior to publication may be failing more frequently, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard the reliability of its research.
The institution demonstrates an exceptionally low rate of self-citation, with a Z-score of -0.986, which is well below the already low national average of -0.566. This low-profile consistency indicates a robust practice of external validation and deep integration into the global scientific community. The absence of risk signals in this area confirms that the institution successfully avoids creating 'echo chambers' where work is validated internally, ensuring its academic influence is built on broad external recognition rather than endogamous impact inflation.
With a Z-score of -0.483, the institution shows a near-total absence of publications in discontinued journals, performing even better than the national average (-0.415). This reflects a state of total operational silence regarding this risk, indicating excellent due diligence in selecting publication venues. This proactive approach protects the institution from the severe reputational risks associated with predatory or low-quality journals and demonstrates a strong commitment to channeling its scientific output through credible and enduring media.
The institution exhibits strong institutional resilience, with a low Z-score of -0.314 in a national context where hyper-authorship presents a medium risk (country Z-score: 0.594). This suggests that internal control mechanisms are effectively mitigating a systemic national trend. By maintaining low rates of hyper-authorship, the institution successfully distinguishes between necessary large-scale collaboration and practices like 'honorary' authorship, thereby upholding individual accountability and transparency in its publications.
The institution shows evidence of differentiated management in its collaborative impact strategy. Its Z-score of 0.003 is significantly lower than the national average of 0.284, indicating that it successfully moderates a risk that is more common in the country. This near-zero gap suggests that the institution's scientific prestige is structurally sound and not overly dependent on external partners for impact. This reflects a healthy balance where excellence metrics result from genuine internal capacity and intellectual leadership, mitigating the sustainability risks associated with an over-reliance on exogenous prestige.
The institution maintains a very low-risk profile regarding hyperprolific authors, with a Z-score of -1.413 that is substantially below the national average (-0.275). This low-profile consistency demonstrates a healthy balance between productivity and quality. The complete absence of this risk signal indicates that the institution fosters an environment where meaningful intellectual contribution is valued over sheer volume, effectively avoiding risks such as coercive authorship or the assignment of authorship without real participation.
The institution's practices are in total alignment with a national environment of maximum scientific security regarding publications in its own journals. Its Z-score of -0.268 is statistically indistinguishable from the national average (-0.220), reflecting a shared commitment to integrity. This integrity synchrony demonstrates that the institution avoids the risks of academic endogamy and potential conflicts of interest, ensuring its scientific production undergoes independent external peer review and achieves global visibility through standard competitive validation.
The institution demonstrates a remarkable preventive isolation from national trends in redundant publication. Its very low Z-score of -0.883 stands in stark contrast to the medium-risk national environment (Z-score: 0.027), indicating it does not replicate the risk dynamics observed elsewhere. This strong performance suggests a culture that prioritizes significant new knowledge over artificially inflating productivity by fragmenting studies into 'minimal publishable units.' By avoiding this practice, the institution upholds the integrity of the scientific record and contributes meaningfully to cumulative knowledge.