| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.958 | -0.514 |
|
Retracted Output
|
-0.540 | -0.126 |
|
Institutional Self-Citation
|
-1.400 | -0.566 |
|
Discontinued Journals Output
|
-0.179 | -0.415 |
|
Hyperauthored Output
|
0.540 | 0.594 |
|
Leadership Impact Gap
|
1.223 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.456 | 0.027 |
Hackensack Meridian School of Medicine presents a robust scientific integrity profile, with an overall risk score of -0.275 indicating performance that is generally aligned with, and in several key areas surpasses, national standards. The institution's primary strengths are evident in its exceptionally low rates of retracted output, institutional self-citation, hyperprolific authors, and publication in its own journals, which collectively point to a culture of rigorous quality control and external validation. However, areas requiring strategic attention include a moderate risk in the rate of multiple affiliations and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities should be contextualized within the institution's strong thematic positioning, as evidenced by SCImago Institutions Rankings data, particularly in Pharmacology, Toxicology and Pharmaceutics; Biochemistry, Genetics and Molecular Biology; and Medicine. While a specific mission statement was not provided for this analysis, these risk signals could challenge the core academic values of demonstrating structural excellence and sustainable leadership. To ensure its scientific contributions are both impactful and built on a foundation of unimpeachable integrity, the institution is encouraged to develop clearer governance policies around authorship and affiliation, thereby reinforcing its already solid operational base and securing its long-term reputational health.
The institution exhibits a Z-score of 0.958 in this indicator, which contrasts with the national average of -0.514. This moderate deviation suggests the institution is more sensitive to risk factors related to affiliation practices than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The observed value warrants a review to ensure that all affiliations are transparent, justified, and reflect substantive contributions, thereby safeguarding the institution's academic reputation.
With a Z-score of -0.540, the institution demonstrates an exceptionally low rate of retracted publications, positioning it favorably against the national average of -0.126. This low-profile consistency indicates that the institution's absence of risk signals in this area aligns with the secure national standard. Retractions can be complex, but a rate significantly below the norm suggests that quality control and supervision mechanisms prior to publication are functioning effectively. This result is a strong positive signal of a healthy integrity culture, where methodological rigor minimizes the need for post-publication corrections related to malpractice or systemic error.
The institution's Z-score for self-citation is -1.400, a figure significantly lower than the national average of -0.566. This demonstrates a consistent and commendable low-risk profile, aligning with the national standard while showing even greater prudence. 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 excessive self-validation. This suggests that the institution's academic influence is robustly validated by the global scientific community rather than being inflated by internal dynamics, reflecting a healthy integration into external research networks.
The institution's Z-score of -0.179 for this indicator shows a slight divergence from the national average of -0.415. This suggests the presence of minor risk signals that are largely absent in the rest of the country. While the risk level is low, any presence in discontinued journals can be an alert regarding due diligence in selecting dissemination channels. This finding points to a potential need for enhanced information literacy among researchers to ensure that scientific output is consistently channeled through media that meet international ethical and quality standards, thereby avoiding reputational risks associated with low-quality or 'predatory' practices.
The institution's Z-score of 0.540 is closely aligned with the national average of 0.594, reflecting a shared pattern of activity at a medium-risk level. The institution's slightly lower score suggests a degree of differentiated management, moderating a risk that appears common in the country. Outside of 'Big Science' contexts where extensive author lists are normal, this pattern can indicate author list inflation, which dilutes individual accountability. The data suggests a need to ensure that authorship practices are transparent and distinguish clearly between necessary massive collaboration and potentially 'honorary' attributions.
With a Z-score of 1.223, the institution shows a significantly higher exposure to this risk compared to the national average of 0.284. This value indicates that the institution is more prone to showing alert signals in this area than its environment. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. It suggests that a significant portion of the institution's scientific prestige may be dependent and exogenous, stemming from collaborations where it does not exercise primary intellectual leadership. This invites a strategic reflection on building internal capacity to ensure that excellence metrics are a direct result of its own structural strengths.
The institution's Z-score of -1.413 is exceptionally low, especially when compared to the national average of -0.275. This result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and improves upon the secure national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. The institution's very low score in this area is a strong indicator of a research environment that prioritizes the integrity of the scientific record over the artificial inflation of productivity metrics.
The institution records a Z-score of -0.268, which is even lower than the national average of -0.220. This signifies a state of total operational silence, with an absence of risk signals that is even more pronounced than the national baseline. This finding strongly suggests that the institution's scientific production consistently undergoes independent external peer review, avoiding the conflicts of interest and academic endogamy that can arise from over-reliance on in-house journals. It reflects a commitment to global visibility and competitive validation, which are hallmarks of a mature and confident research ecosystem.
With a Z-score of -0.456, the institution maintains a low-risk profile in an area where the country shows a medium-risk average (0.027). This demonstrates institutional resilience, as internal control mechanisms appear to be effectively mitigating a systemic risk present in the wider environment. A high rate of redundant output, or 'salami slicing,' can indicate the practice of fragmenting studies to artificially inflate productivity. The institution's low score suggests that its research culture encourages the publication of coherent, significant new knowledge rather than prioritizing publication volume, thereby protecting the integrity of the scientific evidence base.
