| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.644 | -0.514 |
|
Retracted Output
|
-0.230 | -0.126 |
|
Institutional Self-Citation
|
-0.690 | -0.566 |
|
Discontinued Journals Output
|
-0.460 | -0.415 |
|
Hyperauthored Output
|
0.700 | 0.594 |
|
Leadership Impact Gap
|
0.900 | 0.284 |
|
Hyperprolific Authors
|
-0.789 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.113 | 0.027 |
Syracuse University demonstrates a robust scientific integrity profile, with an overall risk score (-0.291) that indicates performance better than the global average. The institution's primary strengths lie in its exceptionally low rates of publication in discontinued or institutional journals, reflecting strong due diligence and a commitment to external validation. While most indicators fall within low-risk parameters, areas requiring strategic attention include a medium-risk tendency towards hyper-authored publications and a notable gap between its overall research impact and the impact of work where its researchers hold leadership roles. These findings are particularly relevant given the university's strong national standing in key thematic areas such as Business, Management and Accounting (ranked 80th in the US), Economics, Econometrics and Finance (80th), and Social Sciences (100th), according to SCImago Institutions Rankings data. The identified risks, particularly the dependency on external leadership for impact, could challenge the mission's goal of fostering a "culture of innovation and discovery" driven by internal capacity. Addressing these vulnerabilities will be crucial to ensuring that the institution's reputation for academic rigor and collaborative research is built on a foundation of sustainable and transparent scientific practices, thereby fully aligning its operational conduct with its stated mission.
The institution presents a Z-score of -0.644, a value that indicates a lower risk than the national average of -0.514. This prudent profile suggests that the university manages its affiliation processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate demonstrates an environment where there are no signals of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reinforcing a culture of transparent and justified collaboration.
With a Z-score of -0.230, the institution's rate of retracted publications is lower than the national average of -0.126. This favorable comparison points to a prudent and effective approach to research oversight. Retractions can be complex, but a rate significantly lower than the norm suggests that the university's quality control mechanisms prior to publication are functioning effectively. This performance indicates a strong integrity culture that successfully prevents the kind of systemic methodological or ethical failures that a higher rate would imply, showcasing responsible supervision and a commitment to high-quality scientific output.
The university's Z-score for institutional self-citation is -0.690, markedly lower than the national average of -0.566. This result reflects a prudent profile that actively avoids insular research practices. A certain level of self-citation is natural, but the institution's very low rate indicates that its work is being validated by the broader external scientific community, not just within an internal 'echo chamber.' This strong outward-looking orientation mitigates any risk of endogamous impact inflation and confirms that the institution's academic influence is driven by global recognition rather than internal dynamics.
Syracuse University's Z-score of -0.460 is in close alignment with the United States' average of -0.415, placing both in the very low-risk category. This integrity synchrony demonstrates a shared environment of maximum scientific security regarding publication venue selection. The institution's performance shows excellent due diligence in choosing dissemination channels, effectively avoiding the severe reputational risks and wasted resources associated with channeling research through media that fail to meet international ethical or quality standards. This practice is a cornerstone of responsible research management.
The institution's Z-score of 0.700 is in the medium-risk category and is higher than the national average of 0.594, indicating a greater exposure to this risk factor compared to its environment. While extensive author lists are legitimate in 'Big Science' disciplines, a heightened rate outside these contexts can signal author list inflation, which dilutes individual accountability. This value serves as an alert for the institution to review its authorship practices to ensure they consistently reflect necessary massive collaboration rather than 'honorary' or political attributions, thereby safeguarding transparency and accountability in its research.
With a Z-score of 0.900, the university shows a significantly wider impact gap than the national average of 0.284, highlighting a high exposure to this particular risk. This value suggests that a notable portion of the institution's scientific prestige is derived from collaborations where it does not exercise intellectual leadership. This pattern points to a potential sustainability risk, where impact is more dependent and exogenous than structural. The finding invites a strategic reflection on how to foster more internal research leadership to ensure that its high-impact reputation is built upon its own core capacities.
The institution exhibits a Z-score of -0.789, a figure significantly lower than the national average of -0.275. This demonstrates a prudent profile with more rigorous oversight of publication practices than the national standard. While high productivity can be legitimate, this very low incidence of extreme publication volumes suggests a healthy institutional balance between quantity and quality. It effectively rules out concerns about coercive authorship, data fragmentation, or authorship assigned without meaningful participation, reinforcing the integrity of the university's scientific record.
The university's Z-score of -0.268 is almost identical to the national average of -0.220, reflecting a state of integrity synchrony and total alignment with an environment of maximum scientific security. This negligible rate of publication in its own journals underscores a strong commitment to independent, external peer review. By avoiding the potential conflicts of interest and academic endogamy that can arise from over-reliance on in-house journals, the institution ensures its scientific production is validated through standard competitive channels, thereby maximizing its global visibility and credibility.
Syracuse University shows a Z-score of -0.113, a low-risk value that contrasts sharply with the national average of 0.027, which falls into the medium-risk category. This demonstrates strong institutional resilience, as internal control mechanisms appear to be successfully mitigating a risk that is more systemic at the national level. The university's low rate indicates that its research culture prioritizes the generation of significant new knowledge over the artificial inflation of productivity metrics through data fragmentation, thereby protecting the integrity of the scientific evidence it produces.
