Northeast Ohio Medical University

Region/Country

Northern America
United States
Universities and research institutions

Overall

0.137

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.327 -0.514
Retracted Output
1.648 -0.126
Institutional Self-Citation
-1.363 -0.566
Discontinued Journals Output
-0.127 -0.415
Hyperauthored Output
-0.542 0.594
Leadership Impact Gap
-1.565 0.284
Hyperprolific Authors
-1.089 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
0.190 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Northeast Ohio Medical University demonstrates a strong overall performance in scientific integrity, reflected in its low global risk score of 0.137. The institution exhibits exceptional strengths in areas that underscore a culture of external validation and intellectual leadership, particularly its very low rates of Institutional Self-Citation, Hyperprolific Authorship, and publication in institutional journals, alongside a robust capacity for generating high-impact research without dependency on external partners. These strengths align well with its prominent research profile, evidenced by its SCImago Institutions Rankings in key health-related fields such as Pharmacology, Toxicology and Pharmaceutics, Medicine, and Biochemistry, Genetics and Molecular Biology. However, this positive profile is critically undermined by two significant vulnerabilities: a high rate of Retracted Output and a notable tendency toward Redundant Output. These risk factors directly challenge the university's mission to "improve the health... and quality of life," as retracted or fragmented research can compromise scientific trust and misdirect resources. To fully realize its commitment to excellence and social responsibility, it is recommended that the institution prioritize the reinforcement of pre-publication quality assurance and authorship oversight, ensuring its operational practices consistently reflect its core mission.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.327 is slightly higher than the national average of -0.514, though both fall within a low-risk range. This subtle difference suggests an incipient vulnerability that warrants observation. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor uptick compared to the national baseline could be an early indicator of strategic attempts to inflate institutional credit. Monitoring this trend is advisable to ensure that affiliation practices remain transparent and fully aligned with collaborative contributions.

Rate of Retracted Output

With a Z-score of 1.648, the institution's rate of retractions is significantly higher than the national average of -0.126, representing a severe discrepancy that requires immediate and deep integrity assessment. Retractions are complex events, but a rate this far above the norm suggests that pre-publication quality control mechanisms may be failing systemically. This value is a critical alert to a vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that demands urgent qualitative verification by management to protect its scientific reputation.

Rate of Institutional Self-Citation

The institution's Z-score of -1.363 is exceptionally low, positioning it well below the national average of -0.566. This demonstrates a clear absence of risk signals and reflects a healthy, outward-looking research culture. A certain level of self-citation is natural, but this remarkably low rate confirms that the institution's academic influence is built on broad external scrutiny from the global community, not on insular 'echo chambers'. This result strongly indicates that the university's impact is validated externally rather than being inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.127 indicates a low-level risk signal that diverges slightly from the national context, where the risk is virtually non-existent (Z-score: -0.415). This suggests that a small fraction of the university's research is being placed in channels of questionable quality. While sporadic presence in discontinued journals may occur, this signal serves as a warning to enhance due diligence in selecting dissemination venues. It highlights a need for improved information literacy among researchers to avoid reputational harm and ensure that scientific output is channeled through media that meet international ethical and quality standards.

Rate of Hyper-Authored Output

With a Z-score of -0.542, the institution shows strong control over authorship practices, contrasting with the more moderate risk level seen nationally (Z-score: 0.594). This demonstrates institutional resilience, suggesting that effective mechanisms are in place to mitigate the country's systemic risks related to author list inflation. By maintaining this low rate, the university successfully promotes individual accountability and transparency, clearly distinguishing necessary large-scale collaboration from questionable 'honorary' or political authorship practices.

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

The institution exhibits an outstandingly positive profile with a Z-score of -1.565, indicating a complete disconnection from the moderate risk dynamics observed at the national level (Z-score: 0.284). This result signifies that the university's scientific prestige is structural and self-sufficient, as the impact of research it leads is just as strong as its overall collaborative output. This performance demonstrates true internal capacity and intellectual leadership, confirming that its excellence metrics are not dependent on the strategic positioning in collaborations led by external partners.

Rate of Hyperprolific Authors

The institution's Z-score of -1.089 is very low, indicating a healthier position than the national standard (Z-score: -0.275). This absence of risk signals points to a commendable balance between research productivity and quality. By avoiding extreme individual publication volumes, the university effectively mitigates the risks of coercive authorship, data fragmentation, or assigning credit without real participation. This practice underscores a commitment to prioritizing the integrity of the scientific record over the pursuit of inflated quantitative metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution's publication rate in its own journals is exceptionally low, performing even better than the minimal national average of -0.220. This signals a total operational silence in this risk area, confirming a robust commitment to independent external peer review. This practice effectively avoids conflicts of interest and the risk of academic endogamy, ensuring that scientific production is validated through standard competitive channels, which in turn maximizes its global visibility and credibility.

Rate of Redundant Output

The institution's Z-score of 0.190 indicates a higher exposure to this risk compared to the national average of 0.027, although both fall within a medium-risk pattern. This tendency toward data fragmentation, or 'salami slicing,' is a point of concern. A high value in this indicator alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity metrics. This dynamic can distort the available scientific evidence and overburden the review system, suggesting a need to reinforce policies that prioritize the publication of significant, consolidated new knowledge over sheer volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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