| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.316 | -0.497 |
|
Retracted Output
|
-0.212 | -0.244 |
|
Institutional Self-Citation
|
-0.124 | 0.340 |
|
Discontinued Journals Output
|
-0.311 | -0.290 |
|
Hyperauthored Output
|
-0.801 | 1.457 |
|
Leadership Impact Gap
|
-0.606 | 0.283 |
|
Hyperprolific Authors
|
-1.413 | 0.625 |
|
Institutional Journal Output
|
-0.268 | -0.177 |
|
Redundant Output
|
0.563 | 0.224 |
Universita IUAV di Venezia demonstrates a robust scientific integrity profile, with an overall score of -0.211 indicating performance slightly above the global average. The institution's primary strengths lie in its effective governance, which successfully insulates it from several systemic risks prevalent at the national level, particularly concerning hyper-authorship, impact dependency, and hyperprolific authors. These areas of excellence suggest a culture that values quality and accountability. However, this strong foundation is contrasted by two key vulnerabilities: a higher-than-average rate of multiple affiliations and a notable tendency towards redundant publications. These specific risks require strategic attention to prevent the erosion of academic credibility. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Arts and Humanities, Business, Management and Accounting, and Energy. While the institution's specific mission was not available for this analysis, any commitment to academic excellence and social responsibility is fundamentally challenged by practices that could prioritize metrics over the generation of significant, original knowledge. By leveraging its clear strengths in research culture to address these specific weaknesses, Universita IUAV di Venezia can further solidify its position as a leader in both academic output and scientific integrity.
The institution presents a Z-score of 1.316, which represents a moderate deviation from the national average of -0.497. This suggests 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 potential overreliance on this practice. It may indicate strategic attempts to inflate institutional credit through “affiliation shopping,” a dynamic that could dilute the institution's brand and misrepresent its core research contributions. A review of affiliation policies is recommended to ensure they align with best practices for transparency and academic credit.
With an institutional Z-score of -0.212, the rate of retracted output is in close alignment with the national average of -0.244. This indicates a level of risk that is statistically normal for the Italian context. Retractions are complex events, and this low score suggests that the institution's pre-publication quality control mechanisms are functioning as expected, without systemic failures. The data does not point to any unusual vulnerability in the institution's integrity culture or recurring methodological issues, reflecting a standard and responsible management of post-publication corrections.
The institution exhibits a Z-score of -0.124, demonstrating notable resilience against the trend of institutional self-citation, which is a moderate risk nationally (Z-score of 0.340). This low rate is a positive sign that the institution's work is validated by the broader scientific community, avoiding the 'echo chambers' that can arise from excessive self-reference. This performance suggests that the institution's control mechanisms effectively mitigate the risk of endogamous impact inflation, ensuring its academic influence is based on external recognition rather than internal dynamics.
The institution's Z-score of -0.311 for publications in discontinued journals is statistically normal and aligns closely with the national average of -0.290. This result indicates that the institution's researchers are, on the whole, selecting appropriate and stable dissemination channels for their work. The low score does not suggest any systemic issue with due diligence or information literacy regarding journal quality, thereby avoiding the reputational risks associated with channeling research through media that fail to meet international ethical or quality standards.
With a Z-score of -0.801, the institution effectively acts as a filter against the national trend of hyper-authored publications, which registers as a significant risk for the country (Z-score of 1.457). This low incidence is a strong indicator of a research culture that values clear accountability and transparency in authorship. By maintaining this standard, the institution successfully distinguishes between necessary large-scale collaboration and questionable practices like 'honorary' authorship, thereby safeguarding the principle of meaningful contribution for every credited author.
The institution shows a Z-score of -0.606, indicating a very low gap between its overall impact and the impact of research where it holds a leadership role. This demonstrates strong institutional resilience and contrasts sharply with the national average (Z-score of 0.283), where a moderate dependency on external partners for impact is more common. This result suggests that the institution's scientific prestige is structural and endogenous, built upon real internal capacity rather than strategic positioning in collaborations where it does not exercise intellectual leadership, ensuring a sustainable model of academic excellence.
The institution shows a Z-score of -1.413, indicating a near-total absence of hyperprolific authors and showcasing a preventive isolation from the moderate-risk dynamics observed nationally (Z-score of 0.625). This exceptionally low rate is a powerful signal of a healthy academic environment that prioritizes quality and meaningful intellectual contribution over sheer publication volume. This approach effectively mitigates risks such as coercive authorship or data fragmentation, reinforcing the integrity of the scientific record and promoting a sustainable and responsible research culture.
With a Z-score of -0.268, the institution demonstrates a complete absence of risk signals related to publishing in its own journals, performing even better than the already low national average of -0.177. This state of total operational silence indicates that the institution's research output is consistently subjected to external, independent peer review. This practice avoids any potential conflicts of interest or academic endogamy, ensuring that its scientific production is validated through standard competitive channels and maximizing its global visibility and credibility.
The institution's Z-score of 0.563 for redundant output indicates a high exposure to this risk, placing it above the national average of 0.224, which itself is at a medium-risk level. This suggests that the institution is more prone than its peers to practices that artificially inflate productivity. A high value in this indicator alerts to the potential fragmentation of coherent studies into 'minimal publishable units,' a practice also known as 'salami slicing.' This not only overburdens the peer-review system but also distorts the scientific evidence base, prioritizing publication volume over the generation of significant new knowledge. A review of author guidelines and research ethics training is advisable.