| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.072 | -0.514 |
|
Retracted Output
|
-0.193 | -0.126 |
|
Institutional Self-Citation
|
-1.061 | -0.566 |
|
Discontinued Journals Output
|
-0.307 | -0.415 |
|
Hyperauthored Output
|
-0.265 | 0.594 |
|
Leadership Impact Gap
|
1.648 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.781 | 0.027 |
Montclair State University demonstrates a robust scientific integrity profile, with an overall score of -0.417 that reflects a performance generally stronger than the national average. The institution exhibits exceptional strengths in managing risks related to author practices and publication strategies, showing very low signals in areas such as Institutional Self-Citation, Hyperprolific Authors, and Redundant Output. This strong foundation in ethical research conduct is a significant asset. The primary area for strategic development is the notable gap between the impact of its total output and that of research where it holds a leadership role, suggesting a dependency on external collaborations for high-impact work. According to SCImago Institutions Rankings data, the University's strongest thematic areas include Psychology, Earth and Planetary Sciences, and Environmental Science, where it holds competitive national and global positions. This solid integrity framework strongly supports the institutional mission to foster "academic rigor" and "act ethically." However, the identified impact gap challenges the ambition to cultivate "leadership roles" and serve as a "center for the creation of new knowledge." To fully align its performance with its mission, the University is advised to leverage its sound ethical base to strategically foster internal research leadership, thereby ensuring its scientific prestige is both sustainable and self-generated.
The institution presents a Z-score of -1.072, a very low-risk signal that is even more favorable than the United States' low-risk average of -0.514. This excellent result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and surpasses the national standard. This indicates that the University's collaborative practices are transparent and well-managed. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the institution's data shows no evidence of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a healthy and clear approach to academic collaboration.
With a Z-score of -0.193, the institution maintains a low-risk profile, performing slightly better than the national average of -0.126. This prudent positioning suggests that the University manages its quality control processes with more rigor than the national standard. Retractions are complex events, and a low rate like this one points toward responsible supervision and effective pre-publication review mechanisms rather than systemic failures. This value does not suggest recurring malpractice but rather a successful culture of integrity that minimizes the need for post-publication corrections.
The University's Z-score of -1.061 is in the very low-risk category, significantly better than the national low-risk average of -0.566. This strong performance indicates that the institution's research is validated by the broader scientific community, avoiding the 'echo chambers' that can arise from excessive self-reference. A certain level of self-citation is natural, reflecting ongoing research lines, but this exceptionally low rate confirms that the institution's academic influence is driven by external recognition rather than being inflated by endogamous internal dynamics.
The institution's Z-score of -0.307 indicates a low level of risk, yet it represents a slight divergence from the national average of -0.415, which is in the very low-risk category. This suggests the presence of minor risk signals that are not as prevalent across the rest of the country. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. While the risk here is low, this small deviation warrants a review to ensure all researchers are equipped with the information literacy needed to avoid channeling work through media that may not meet international ethical or quality standards, thereby preventing potential reputational harm.
With a Z-score of -0.265, the institution demonstrates a low-risk profile in a national context where the risk is medium (Z-score: 0.594). This highlights the University's institutional resilience, as its internal control mechanisms appear to effectively mitigate the systemic risks observed elsewhere in the country. This suggests a commendable ability to distinguish between necessary massive collaboration and practices like author list inflation or 'honorary' authorships, thereby preserving individual accountability and transparency in its research output.
The institution's Z-score of 1.648 places it in the medium-risk category, a level of high exposure when compared to the national medium-risk average of 0.284. This wide positive gap signals a potential sustainability risk, suggesting that the University's scientific prestige may be dependent on external partners rather than being structurally generated from within. This disparity invites a strategic reflection on whether the institution's high-impact metrics result from its own internal capacity and intellectual leadership or from a strategic positioning in collaborations where it does not lead. Addressing this is key to ensuring long-term scientific autonomy.
The University shows an exceptionally strong performance with a Z-score of -1.413, indicating a very low risk that is far below the national low-risk average of -0.275. This low-profile consistency demonstrates an institutional environment that prioritizes quality over sheer volume of publications. The absence of hyperprolific authors suggests a healthy balance, effectively avoiding risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful intellectual contribution—dynamics that can compromise the integrity of the scientific record.
With a Z-score of -0.268, the institution is perfectly aligned with the national average of -0.220, both of which are in the very low-risk category. This integrity synchrony reflects a shared commitment to maximum scientific security within the national system. By not depending on its own journals for dissemination, the University avoids potential conflicts of interest and academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels.
The institution's Z-score of -0.781 places it in the very low-risk category, a stark and positive contrast to the national average of 0.027, which falls into the medium-risk range. This demonstrates a state of preventive isolation, where the University does not replicate the risk dynamics observed in its environment. The data strongly suggests that the institution's research culture discourages the practice of dividing studies into 'minimal publishable units' to artificially inflate productivity. This commitment to publishing significant, coherent bodies of work upholds the integrity of the scientific evidence base and avoids overburdening the peer review system.