Hungarian University of Agriculture and Life Sciences

EXECUTIVE SUMMARY AND STRATEGIC VISION

With an overall integrity score of 0.421, the Hungarian University of Agriculture and Life Sciences presents a profile of notable strengths coexisting with specific areas requiring strategic attention. The institution demonstrates exceptional control over its publication channels and research structure, showing very low risk in its Rate of Output in Institutional Journals and Rate of Redundant Output. This indicates a strong internal culture that prioritizes external validation and substantive research over academic endogamy or artificial productivity. According to SCImago Institutions Rankings data, the university holds a prominent national position, particularly in Business, Management and Accounting (ranked 2nd), Economics, Econometrics and Finance (ranked 2nd), and Energy (ranked 3rd). However, a cluster of medium-risk indicators, particularly those related to authorship and citation patterns, moderately deviates from national norms. These signals could subtly undermine the university's mission to achieve "outstanding" and "internationally acknowledged" research. To fully realize its vision as a leading institution contributing to "Hungary’s economic and social progress," it is recommended that the university leverage its robust governance in low-risk areas to develop targeted policies that address authorship transparency and citation ethics, thereby ensuring its operational practices are in complete alignment with its ambitious strategic goals.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of 1.898 is notably higher than the national average of 0.726. This comparison suggests that the university is more exposed to the risks associated with this indicator than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the disproportionately high rate here could signal strategic attempts to inflate institutional credit or "affiliation shopping." This high exposure warrants a review to ensure that all affiliations are substantive and reflect genuine collaborative contributions, rather than being used primarily for metric enhancement.

Rate of Retracted Output

With a Z-score of 0.681, the institution shows a moderate risk signal, which represents a deviation from the low-risk national benchmark of -0.233. This difference suggests that the university's quality control mechanisms prior to publication may be less effective than the national standard. Retractions are complex, but a rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture. This may indicate recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent systemic failures.

Rate of Institutional Self-Citation

The university's Z-score of 0.497 is higher than the national average of 0.310, indicating a greater propensity for this risk dynamic compared to its environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate could signal the formation of scientific 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This high exposure warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.213 contrasts with the national average of -0.189, showing a greater sensitivity to this risk factor than its peers. This moderate deviation is a critical alert regarding due diligence in selecting dissemination channels. It indicates that a portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality publication practices.

Rate of Hyper-Authored Output

With a Z-score of 0.852, the institution shows a higher risk exposure than the national average of 0.352. While extensive author lists are legitimate in 'Big Science' contexts, a high score outside these fields can indicate author list inflation, which dilutes individual accountability and transparency. The university's higher tendency towards this practice suggests a need to distinguish between necessary massive collaboration and the potential for 'honorary' or political authorship, ensuring that credit is assigned based on meaningful contribution.

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

The institution exhibits a Z-score of -0.249, a sign of low risk that demonstrates considerable resilience compared to the national average of 0.826. A wide positive gap, as seen at the national level, can signal a dependency on external partners for impact. In contrast, this university's negative score indicates that the research it leads is more impactful than its overall collaborative output. This is a significant strength, showing that its scientific prestige is built on robust internal capacity and intellectual leadership, effectively mitigating a systemic risk prevalent in the country.

Rate of Hyperprolific Authors

The university's Z-score of -0.204, while in the low-risk category, is higher than the national average of -0.462. This subtle difference points to an incipient vulnerability. Although the current level is well within expected norms, it indicates that the institution shows slightly more activity in this area than its peers. This serves as a signal that warrants review before escalating, as extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution demonstrates a very low-risk profile, effectively isolating itself from the medium-risk trend observed at the national level (0.703). This preventive isolation is a clear strength. By not replicating the risk dynamics of its environment, the university avoids potential conflicts of interest and academic endogamy. This practice, where scientific production bypasses internal 'fast tracks' in favor of independent external peer review, significantly enhances the global visibility and competitive validation of its research.

Rate of Redundant Output

The institution's Z-score of -0.466 places it in the very low-risk category, showcasing a clear disconnection from the national context, where the average score is 0.409 (medium risk). This indicates that the university maintains internal governance independent of and superior to the country's situation regarding this indicator. By effectively preventing the practice of dividing studies into minimal publishable units ('salami slicing'), the institution promotes the integrity of the scientific record and prioritizes the generation of significant new knowledge over the artificial inflation of productivity metrics.