Universite Saad Dahlab de Blida 1

Region/Country

Africa
Algeria
Universities and research institutions

Overall

-0.297

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.658 0.936
Retracted Output
-0.334 0.771
Institutional Self-Citation
0.520 0.909
Discontinued Journals Output
-0.230 0.157
Hyperauthored Output
-1.096 -1.105
Leadership Impact Gap
-0.361 0.081
Hyperprolific Authors
-1.215 -0.967
Institutional Journal Output
-0.268 -0.268
Redundant Output
-0.433 0.966
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Universite Saad Dahlab de Blida 1 demonstrates a commendable scientific integrity profile, with an overall risk score of -0.297 that indicates robust internal governance and a performance significantly stronger than the national average. The institution's primary strengths lie in its exceptionally low rates of hyperprolific authorship and publication in institutional journals, signaling a culture that prioritizes meaningful contribution over metric inflation. Furthermore, the university shows remarkable resilience, effectively mitigating the medium-risk trends prevalent in Algeria concerning retracted output, publication in discontinued journals, redundant publications, and dependency on external collaborators for impact. The main areas requiring strategic monitoring are the rates of multiple affiliations and institutional self-citation, which, despite being better managed than the national average, still register as medium-level risks. According to SCImago Institutions Rankings data, the university's research excellence is particularly notable in fields such as Veterinary (ranked 2nd in Algeria), Biochemistry, Genetics and Molecular Biology (3rd), and Pharmacology, Toxicology and Pharmaceutics (7th). While the institution's formal mission was not available for this analysis, any commitment to academic excellence and social responsibility is strongly supported by these findings. To fully align with such values, it is crucial to address the medium risks, as they could be perceived as insularity or strategic credit inflation, undermining claims of global leadership. By leveraging its solid integrity foundation and refining policies in these specific areas, the university is well-positioned to establish itself as a benchmark for research ethics and quality both nationally and internationally.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.658, which is notably lower than the national average of 0.936. This indicates a pattern of differentiated management where the university successfully moderates a risk that is more pronounced across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the medium risk level suggests that this practice is prevalent enough to warrant attention. The university's more controlled approach helps mitigate the potential for these affiliations to be used strategically for "affiliation shopping" or to artificially inflate institutional credit, ensuring that collaborative ties reflect genuine scientific engagement rather than metric-driven incentives.

Rate of Retracted Output

With a Z-score of -0.334, the institution displays a low-risk profile that contrasts sharply with the medium-risk national average of 0.771. This disparity highlights a clear case of institutional resilience, where internal control mechanisms appear to effectively mitigate systemic risks present in the wider environment. A low rate of retractions suggests that the university's pre-publication quality control and supervision processes are robust. This strong performance indicates that potential methodological flaws or integrity issues are likely being identified and corrected internally, preventing the systemic failures that can lead to a high volume of retracted work and protecting the institution's scientific reputation.

Rate of Institutional Self-Citation

The university's Z-score for institutional self-citation is 0.520, positioning it more favorably than the national average of 0.909. This reflects a differentiated management approach, where the institution moderates a practice that is common within the national scientific system. Although a certain level of self-citation is natural, the medium risk level suggests a need for continued vigilance. A disproportionately high rate can signal scientific isolation or "echo chambers," where work is validated internally without sufficient external scrutiny. By maintaining a lower rate than its peers, the university reduces the risk of endogamous impact inflation and reinforces the credibility of its academic influence as recognized by the global community.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.230 signifies a low risk, standing in positive contrast to the country's medium-risk score of 0.157. This demonstrates strong institutional resilience, suggesting that the university acts as an effective filter against the national trend of publishing in questionable outlets. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The university's low score indicates that its researchers exercise caution, avoiding media that fail to meet international ethical or quality standards. This protects the institution from severe reputational risks and shows a commitment to channeling resources toward credible, high-impact science rather than predatory or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -1.096, the institution's rate of hyper-authored output is statistically normal and aligns closely with the national average of -1.105. This low-risk level is as expected for its context and indicates no significant deviation from standard collaborative practices. In specific "Big Science" fields, extensive author lists are legitimate. The university's normal score suggests that, across disciplines, there are no signs of author list inflation or the dilution of individual accountability. This reflects a healthy approach to authorship, distinguishing between necessary large-scale collaboration and questionable practices like honorary authorship.

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

The institution exhibits a Z-score of -0.361, a low-risk value that indicates a healthy balance between its overall impact and the impact of research led by its own staff. This contrasts significantly with the national average of 0.081, which points toward a medium-risk dependency on external partners. The university's performance demonstrates institutional resilience, suggesting that its scientific prestige is not merely dependent and exogenous but is built on a foundation of structural, internal capacity. This result is a strong positive indicator of sustainability, showing that the institution exercises intellectual leadership in its collaborations rather than simply benefiting from them.

Rate of Hyperprolific Authors

The institution's Z-score of -1.215 is in the very low-risk category and is even more favorable than the national average of -0.967. This signifies a state of total operational silence regarding this risk, with an absence of problematic signals that is exemplary even within a low-risk national context. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to issues like coercive authorship or a sacrifice of quality for quantity. The complete lack of such signals at the university suggests a research culture that values deep, substantive work and maintains a healthy balance between productivity and the integrity of the scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, perfectly matching the national average, the institution demonstrates integrity synchrony in a very low-risk environment. This alignment shows a shared commitment to avoiding the potential conflicts of interest that arise from an over-reliance on in-house journals, where an institution acts as both judge and party. By not depending on internal channels, the university ensures its scientific production undergoes independent external peer review. This practice prevents academic endogamy, enhances global visibility, and confirms that its researchers' outputs are validated through standard competitive processes rather than internal "fast tracks."

Rate of Redundant Output

The institution's Z-score of -0.433 indicates a low risk of redundant publications, a result that stands out against the medium-risk national average of 0.966. This significant difference showcases the university's institutional resilience in upholding publication ethics. A high rate of bibliographic overlap often points to "salami slicing," where studies are fragmented into minimal units to inflate productivity, a practice that distorts scientific evidence. The university's low score suggests its researchers are focused on producing coherent, significant contributions to knowledge, thereby prioritizing substance over volume and respecting the integrity of the scientific literature.

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