| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.621 | -0.514 |
|
Retracted Output
|
0.136 | -0.126 |
|
Institutional Self-Citation
|
-1.051 | -0.566 |
|
Discontinued Journals Output
|
-0.368 | -0.415 |
|
Hyperauthored Output
|
-0.907 | 0.594 |
|
Leadership Impact Gap
|
-1.322 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.314 | 0.027 |
The University of Connecticut, Greater Hartford, demonstrates a robust scientific integrity profile, with an overall risk score of -0.443 that indicates a performance significantly healthier than the global average. The institution's primary strength lies in its capacity for autonomous and high-impact research, evidenced by exceptionally low-risk indicators in Institutional Self-Citation, the Gap in Leadership Impact, and the Rate of Hyperprolific Authors. These results suggest a culture that prioritizes quality and genuine intellectual contribution over inflated metrics. This operational integrity strongly supports the institution's thematic strengths, as identified by SCImago Institutions Rankings data, in Social Sciences, Psychology, and Medicine. The only notable vulnerability is a moderate deviation in the Rate of Retracted Output, which requires attention to ensure that pre-publication quality controls fully align with the institutional mission. Fulfilling the commitment to "fully develop the inherent excellence of every student" and "generate positive change" requires not only thematic leadership but also unimpeachable scientific practices. By addressing this single point of friction, the University can ensure its operational conduct perfectly mirrors its ambitious and socially responsible vision.
The institution exhibits a prudent profile in managing academic affiliations, with a Z-score of -0.621, which is more rigorous than the national standard of -0.514. This indicates that the University's control mechanisms are effective, maintaining a low-risk environment that surpasses the country's already low-risk baseline. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate suggests that the institution successfully avoids practices aimed at strategically inflating institutional credit or "affiliation shopping," ensuring that collaborative ties are substantive and transparent.
A moderate deviation from the national norm is observed in this area, with the institution's Z-score at 0.136 (Medium risk) compared to the country's score of -0.126 (Low risk). This suggests the institution is more sensitive to risk factors leading to retractions than its national peers. Retractions are complex events, and while some signify responsible supervision in correcting errors, a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing more frequently than expected, indicating a possible lack of methodological rigor that warrants immediate qualitative verification by management.
The University demonstrates an exemplary commitment to external validation, with a Z-score of -1.051, placing it in the very low-risk category and well below the country's low-risk average of -0.566. This absence of risk signals aligns with the national standard for integrity. A certain level of self-citation is natural, but the institution's very low rate indicates it successfully avoids the "echo chambers" that can arise from scientific isolation. This result confirms that the institution's academic influence is robustly validated by the global community rather than being oversized by internal dynamics, reflecting a healthy integration into international scientific discourse.
There is a total alignment between the institution (Z-score: -0.368) and the country (Z-score: -0.415) in this indicator, with both operating in an environment of maximum scientific security. This integrity synchrony demonstrates strong due diligence in the selection of dissemination channels. A high proportion of publications in such journals would constitute a critical alert, but the University's very low rate confirms that its scientific production is channeled through media that meet international ethical and quality standards, effectively protecting it from the severe reputational risks associated with predatory or low-quality practices.
The institution shows significant resilience, maintaining a low-risk Z-score of -0.907 in a national context characterized by a medium-risk score of 0.594. This suggests that internal control mechanisms are effectively mitigating a systemic risk present in the country. While extensive author lists are legitimate in "Big Science," the University's low score indicates it successfully distinguishes between necessary massive collaboration and the risk of author list inflation. This fosters a culture of transparency and individual accountability, preventing the dilution of responsibility that can occur with "honorary" or political authorship practices.
The University demonstrates exceptional scientific autonomy, with a Z-score of -1.322 (Very Low risk) that contrasts sharply with the country's medium-risk average of 0.284. This performance indicates a preventive isolation, where the institution does not replicate the national trend of dependency on external partners for impact. A low score in this indicator is a sign of strength, suggesting that the institution's scientific prestige is structural and derived from genuine internal capacity. This result confirms that its excellence metrics are a product of its own intellectual leadership, ensuring long-term sustainability and influence.
An absence of risk signals is evident in this area, with the institution's Z-score at an exceptionally low -1.413, far below the country's already low-risk score of -0.275. This low-profile consistency underscores a healthy balance between productivity and quality. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The University's excellent score indicates it effectively avoids the risks of coercive authorship or prioritizing metrics over the integrity of the scientific record, fostering an environment where quality is not sacrificed for quantity.
The institution operates in complete alignment with the national environment of maximum scientific security, showing a Z-score of -0.268, which is synchronous with the country's score of -0.220. This shared very low-risk profile indicates that the University avoids the potential conflicts of interest associated with excessive dependence on in-house journals. By not relying on internal channels, the institution ensures its scientific production undergoes independent external peer review, thereby preventing academic endogamy, enhancing global visibility, and upholding competitive validation standards.
Displaying notable institutional resilience, the University maintains a low-risk Z-score of -0.314, effectively mitigating the medium-risk trend observed at the national level (Z-score: 0.027). This suggests that internal policies or academic culture successfully discourage the practice of data fragmentation. A high rate of redundant output, or "salami slicing," can distort scientific evidence and overburden the review system. The institution's controlled performance indicates a commitment to publishing significant, coherent new knowledge rather than artificially inflating productivity by dividing studies into minimal publishable units.