New York City College of Technology

EXECUTIVE SUMMARY AND STRATEGIC VISION

New York City College of Technology presents a polarized scientific integrity profile, with an overall risk score of 0.388. The institution demonstrates exceptional strengths and robust controls in areas such as Institutional Self-Citation, Multiple Affiliations, and Hyperprolific Authorship, where risk signals are virtually nonexistent and performance exceeds national standards. However, this solid foundation is contrasted by critical alerts in the Rate of Retracted Output and the Rate of Redundant Output, which are significantly elevated and demand immediate attention. The institution's recognized thematic strengths, as evidenced by its SCImago Institutions Rankings in Earth and Planetary Sciences and Social Sciences, provide a platform of academic credibility. Yet, the identified integrity risks directly challenge its mission to provide "high quality technological and professional education" and nurture an "atmosphere of respect." Practices that compromise the scientific record can undermine the value of its research and the competitiveness of its graduates. To safeguard its mission, the institution should leverage its areas of integrity strength as a model to develop targeted interventions, focusing on enhancing pre-publication quality control and reinforcing authorship ethics to ensure its practices fully align with its stated commitment to excellence.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -1.114, well below the national average of -0.514, the institution exhibits an exceptionally low rate of multiple affiliations. This performance indicates a state of low-profile consistency, where the complete absence of risk signals aligns perfectly with the national standard of transparent collaboration. While multiple affiliations are often a legitimate result 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 well-managed collaborative framework.

Rate of Retracted Output

The institution's Z-score of 1.563 for retracted publications marks a severe discrepancy when compared to the national average of -0.126. This atypical level of risk activity suggests an issue localized to the institution rather than a systemic national trend, requiring a deep integrity assessment. Retractions are complex events, but a rate significantly higher than the global average alerts to a potential vulnerability in the institution's integrity culture. This Z-score indicates that quality control mechanisms prior to publication may be failing systemically, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.

Rate of Institutional Self-Citation

The institution demonstrates a Z-score of -1.127, significantly lower than the national average of -0.566. This result signals a commendable absence of risk, aligning with the national standard and reflecting healthy citation practices. A certain level of self-citation is natural, but the institution's very low rate indicates it is not operating in a scientific 'echo chamber.' This strong external validation suggests that the institution's academic influence is firmly rooted in global community recognition rather than being inflated by endogamous or internal dynamics.

Rate of Output in Discontinued Journals

With a Z-score of -0.194, the institution shows a slight divergence from the national benchmark of -0.415. This indicates the emergence of minor risk signals that are not prevalent in the rest of the country. While the overall risk is low, this score suggests a small but noteworthy portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. It serves as an early warning to reinforce information literacy and due diligence in selecting dissemination channels to avoid potential reputational risks associated with 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

The institution's Z-score of -0.870 is notably lower than the national average of 0.594, which sits at a medium risk level. This demonstrates strong institutional resilience, as internal control mechanisms appear to effectively mitigate the systemic risks of authorship inflation observed nationally. In disciplines outside of 'Big Science,' extensive author lists can indicate a dilution of individual accountability. However, the institution’s low score suggests its authorship practices are transparent and well-governed, successfully distinguishing between necessary massive collaboration and questionable 'honorary' attributions.

Gap between Impact of total output and the impact of output with leadership

The institution exhibits a Z-score of 1.819, which is significantly higher than the national average of 0.284, despite both being in the medium risk category. This indicates a high exposure to dependency risk, suggesting the center is more prone to this alert than its peers. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. This score suggests that a substantial portion of its scientific prestige may be dependent and exogenous, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership.

Rate of Hyperprolific Authors

With a Z-score of -1.413, far below the national average of -0.275, the institution shows a near-total absence of hyperprolific authorship. This low-profile consistency aligns with a national environment of low risk, confirming that its researchers' publication volumes are well within credible and sustainable limits. Extreme individual publication volumes can challenge the feasibility of meaningful intellectual contribution. The institution's excellent score in this area indicates a healthy balance between quantity and quality, with no signs of coercive authorship, data fragmentation, or other dynamics that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is almost identical to the national average of -0.220, demonstrating integrity synchrony with its environment. This total alignment in a context of maximum scientific security indicates that the institution does not rely on its own journals for publication. While in-house journals can be valuable, this practice avoids potential conflicts of interest and academic endogamy. The data confirms that the institution’s scientific production consistently undergoes independent external peer review, ensuring its work is validated through standard competitive channels and maximizing its global visibility.

Rate of Redundant Output

The institution's Z-score of 4.924 is critically high and represents a significant risk accentuation compared to the national average of 0.027. This score suggests the institution is amplifying a vulnerability that is only moderately present in the national system. Massive and recurring bibliographic overlap between publications often indicates data fragmentation or 'salami slicing.' Such a high value is a critical alert for the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, a behavior that distorts scientific evidence and prioritizes volume over the generation of significant new knowledge.