Iuliu Hatieganu University of Medicine and Pharmacy Cluj Napoca

Region/Country

Eastern Europe
Romania
Universities and research institutions

Overall

-0.047

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.992 -0.712
Retracted Output
-0.625 -0.136
Institutional Self-Citation
-0.750 0.355
Discontinued Journals Output
0.854 0.639
Hyperauthored Output
0.309 0.057
Leadership Impact Gap
2.178 0.824
Hyperprolific Authors
0.067 -0.259
Institutional Journal Output
-0.268 0.842
Redundant Output
0.048 0.136
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Iuliu Hatieganu University of Medicine and Pharmacy Cluj Napoca presents a balanced scientific integrity profile, with an overall risk score of -0.047 that indicates general alignment with expected operational standards. The institution demonstrates significant strengths in maintaining low rates of retracted output, multiple affiliations, and institutional self-citation, showcasing robust quality control and a commitment to external validation that sets it apart from national trends. However, areas of medium risk require strategic attention, particularly a high dependency on external collaborations for citation impact, and a greater-than-average tendency towards hyper-authorship, hyper-prolificacy, and publication in discontinued journals. These vulnerabilities contrast with the institution's strong thematic leadership, as evidenced by its top national rankings in key areas such as Environmental Science (1st), Dentistry (2nd), and Medicine (2nd) according to SCImago Institutions Rankings data. As the institutional mission was not available for this analysis, a direct alignment assessment cannot be performed. Nevertheless, the identified risks, such as reliance on external leadership for impact, could challenge any mission centered on achieving self-sustaining academic excellence and leadership. To secure its prestigious position, the university is advised to leverage its clear strengths in research governance to develop targeted policies that mitigate these medium-risk vulnerabilities, thereby ensuring its scientific output is as sustainable and independent as it is impactful.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -0.992, which is well below the national average of -0.712. This result reflects a commendable absence of risk signals in an area where the country already maintains a low-risk profile. The institution's very low rate of multiple affiliations suggests a clear and transparent policy regarding researcher attributions. While multiple affiliations are often legitimate, disproportionately high rates can signal attempts to inflate institutional credit. In this case, the data indicates a healthy and unambiguous approach to academic collaboration and credit, reinforcing the integrity of the institution's reported output.

Rate of Retracted Output

With a Z-score of -0.625, the institution demonstrates a very low incidence of retractions, consistent with the low-risk national environment (Z-score of -0.136). This alignment points to effective pre-publication quality control mechanisms. A high rate of retractions can suggest systemic failures in research integrity or methodological rigor. The institution's minimal retraction rate is a positive indicator of a responsible research culture, where potential errors are likely addressed before they enter the scientific record, safeguarding its academic reputation.

Rate of Institutional Self-Citation

The institution shows a Z-score of -0.750, a low-risk value that contrasts sharply with the medium-risk national average of 0.355. This demonstrates significant institutional resilience, as control mechanisms appear to successfully mitigate the systemic risks of academic insularity observed elsewhere in the country. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact without external validation. By maintaining a low rate, the university proves its research is integrated into the global scientific conversation and its influence is validated by the wider academic community, not just internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.854 is in the medium-risk category and is notably higher than the national average of 0.639. This indicates a high exposure to this particular risk, suggesting the institution is more prone than its national peers to publishing in questionable outlets. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels, as it exposes the institution to severe reputational damage by association with media that fail to meet international ethical or quality standards. This finding points to an urgent need to enhance information literacy and guidance for researchers to avoid channeling valuable work into predatory or low-quality publications.

Rate of Hyper-Authored Output

With a Z-score of 0.309, the institution shows a medium-risk signal for hyper-authorship that is more pronounced than the national average of 0.057. This suggests a higher exposure to practices that may inflate author lists. While extensive author lists are legitimate in 'Big Science,' their prevalence outside these fields can indicate a dilution of individual accountability and transparency. This signal serves as a prompt for the institution to review its authorship practices to ensure they reflect genuine contribution and distinguish necessary large-scale collaboration from the inclusion of 'honorary' authors.

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

The institution presents a Z-score of 2.178, a medium-risk value that is significantly higher than the national average of 0.824. This high exposure indicates a pronounced dependency on external partners for its citation impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a critical risk to sustainability. It suggests that the institution's scientific prestige may be largely exogenous and dependent on its role in collaborations where it does not exercise intellectual leadership. This finding calls for a strategic reflection on building internal capacity to ensure that its high-impact reputation is structurally sound and self-generated.

Rate of Hyperprolific Authors

The institution's Z-score of 0.067 places it in the medium-risk category, representing a moderate deviation from the national standard, which sits in the low-risk band with a score of -0.259. This divergence highlights a greater sensitivity to risk factors related to extreme productivity. While high output can reflect leadership, extreme volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of credit without real participation, which prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, showing a pattern of preventive isolation from a risk that is more prevalent nationally (country Z-score of 0.842). This is a significant strength, as excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent external peer review. The institution's commitment to publishing in external venues enhances the global visibility and competitive validation of its research, signaling a culture that prioritizes international standards over potentially faster internal publication tracks.

Rate of Redundant Output

The institution's Z-score for redundant output is 0.048, which, while in the medium-risk category, is considerably lower than the national average of 0.136. This suggests a differentiated management approach, where the institution effectively moderates a risk that appears more common in the country. A high rate of bibliographic overlap often indicates 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity. The institution's lower score indicates that its internal controls or academic culture are more successful in discouraging this practice, promoting the publication of more significant and coherent bodies of work.

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