| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.875 | -0.514 |
|
Retracted Output
|
-0.108 | -0.126 |
|
Institutional Self-Citation
|
-1.092 | -0.566 |
|
Discontinued Journals Output
|
-0.405 | -0.415 |
|
Hyperauthored Output
|
-1.076 | 0.594 |
|
Leadership Impact Gap
|
0.022 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.493 | 0.027 |
Sacred Heart University demonstrates an exceptionally strong scientific integrity profile, with an overall risk score of -0.501 that significantly outperforms the national average. This performance is anchored in a robust governance framework, showing very low risk in six of the nine indicators analyzed, particularly in areas like Institutional Self-Citation, Hyperprolific Authorship, and Redundant Output. The primary area for strategic attention is the moderate risk associated with the gap between its overall research impact and the impact of work where it holds intellectual leadership, a common challenge that the University manages more effectively than its national peers. According to SCImago Institutions Rankings data, the institution's key thematic strengths lie in Business, Management and Accounting; Economics, Econometrics and Finance; and Medicine. This high level of scientific integrity directly supports the University's mission to "prepare them personally and professionally to make a difference in the global community," as ethical and responsible research is fundamental to creating a positive and sustainable impact. By maintaining these high standards, the University ensures its contributions are credible and aligned with its core values of social justice and intellectual tradition, reinforcing its reputation for excellence. The institution is well-positioned to build upon this solid foundation, focusing on strategies to further cultivate internal research leadership and amplify its distinctive voice in its key academic fields.
The institution presents a Z-score of -0.875, a value indicating an even lower risk profile than the national average of -0.514. This result demonstrates a clear and consistent affiliation policy that aligns with the low-risk national context. The data suggests that the University's collaborative practices are transparent and well-defined, avoiding any signals of strategic attempts to inflate institutional credit or "affiliation shopping." This low-profile consistency reinforces the integrity of its partnerships and the accurate attribution of its scientific output.
With a Z-score of -0.108, the institution's rate of retractions is statistically normal and virtually identical to the national average of -0.126. This alignment indicates that the University's experience with retractions is as expected for its context and does not suggest any systemic vulnerability. Retractions are complex events, and this rate is consistent with the responsible correction of unintentional errors rather than a failure of pre-publication quality control mechanisms. The institution's performance is standard, reflecting a functional, rather than compromised, integrity culture.
The institution's Z-score of -1.092 is exceptionally low, positioning it well below the national average of -0.566. This demonstrates a strong outward-looking research culture that is deeply integrated into the global scientific conversation. A certain level of self-citation is natural, but the University's minimal rate provides powerful evidence against the presence of scientific isolation or 'echo chambers.' This result confirms that the institution's academic influence is validated by broad external scrutiny and recognition from the global community, not by internal dynamics.
The institution shows a Z-score of -0.405, which is in perfect synchrony with the national average of -0.415. This total alignment with a secure national environment signifies excellent due diligence in the selection of dissemination channels for its research. The absence of any significant signal in this area indicates that the University's researchers are effectively avoiding media that do not meet international ethical or quality standards, thereby protecting the institution from the severe reputational risks associated with 'predatory' or low-quality practices.
With a Z-score of -1.076, the institution demonstrates remarkable resilience against a risk that is more pronounced at the national level (Z-score of 0.594). This suggests that the University's internal control mechanisms and authorship policies are effectively mitigating a systemic trend. The low rate of hyper-authored publications indicates a culture that prioritizes clear individual accountability and transparency, successfully distinguishing between necessary large-scale collaboration and potentially problematic 'honorary' or political authorship practices.
The institution's Z-score of 0.022, while falling into the medium risk category, reflects a differentiated and effective management of this issue compared to the national average of 0.284. The significantly smaller gap suggests that the University moderates a risk that is common in the country. However, the positive value still points to a degree of dependency on external partners for achieving high-impact research, signaling a potential sustainability risk. This invites strategic reflection on how to bolster internal capacity and ensure that the institution's scientific prestige is increasingly driven by its own intellectual leadership, rather than primarily through a supporting role in collaborations.
The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.275. This figure points to a very healthy research environment where the focus is on the quality and substance of contributions rather than sheer volume. The absence of hyperprolific authors indicates that the University is not exposed to risks such as coercive authorship or the assignment of credit without real participation. This commitment to a balanced and realistic publication output underscores a culture that prioritizes the integrity of the scientific record over the inflation of metrics.
With a Z-score of -0.268, the institution is in close alignment with the national average of -0.220, reflecting a shared commitment to external validation. This integrity synchrony demonstrates that the University avoids over-reliance on its own publication channels. By channeling its research through external, independent peer-review processes, the institution mitigates the risk of academic endogamy and potential conflicts of interest. This practice ensures its scientific production is competitively validated and visible to the global community, rather than being limited to internal 'fast tracks'.
The institution's Z-score of -0.493 signals a state of preventive isolation from a risk dynamic present in the national environment (Z-score of 0.027). This strong negative score indicates that the University does not replicate the national trend towards data fragmentation. The data strongly suggests a focus on producing coherent, significant studies rather than artificially inflating productivity by dividing research into 'minimal publishable units.' This practice not only strengthens the quality of the institution's scientific evidence but also shows respect for the academic review system.
