| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.436 | -0.615 |
|
Retracted Output
|
1.413 | 0.777 |
|
Institutional Self-Citation
|
-1.832 | -0.262 |
|
Discontinued Journals Output
|
0.266 | 0.094 |
|
Hyperauthored Output
|
-0.536 | -0.952 |
|
Leadership Impact Gap
|
4.091 | 0.445 |
|
Hyperprolific Authors
|
-1.413 | -0.247 |
|
Institutional Journal Output
|
-0.268 | 1.432 |
|
Redundant Output
|
-0.262 | -0.390 |
Sabzevar University of Medical Sciences presents a profile of notable strengths alongside critical vulnerabilities that require immediate strategic attention. With an overall integrity score of 0.338, the institution demonstrates robust control in key areas, particularly in avoiding academic endogamy, as evidenced by its very low rates of institutional self-citation and publication in its own journals. These strengths are foundational to building a culture of external validation and global engagement. However, this positive outlook is sharply contrasted by significant risk signals in two areas: a high rate of retracted publications and a substantial gap between its overall research impact and the impact of work led by its own researchers. These weaknesses directly challenge the institution's pursuit of scientific excellence and could undermine the credibility of its recognized thematic strengths, which, according to SCImago Institutions Rankings data, include prominent national and regional positions in Biochemistry, Genetics and Molecular Biology; Medicine; and Pharmacology, Toxicology and Pharmaceutics. Fulfilling the universal academic mission of advancing knowledge with integrity and social responsibility requires addressing these integrity gaps. This report should serve as a roadmap for targeted interventions, transforming identified risks into opportunities for reinforcing governance and securing a sustainable scientific reputation.
The institution exhibits an incipient vulnerability in this area, with a Z-score of -0.436, which is slightly higher than the national average of -0.615. Although both scores fall within a low-risk range, the university shows early signals of this practice that warrant review before they escalate. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor elevation compared to national peers suggests a need to ensure that all affiliations are transparent and reflect substantive contributions, rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping.”
A critical alert is raised by the institution's Z-score of 1.413 for retracted output, which is significantly higher than the national average of 0.777. This finding suggests an accentuation of risk, where the university is amplifying a vulnerability already present in the national system. Retractions are complex events, but a rate this far above the norm indicates that quality control mechanisms prior to publication may be failing systemically. This high Z-score moves beyond isolated incidents and points to a potential weakness in the institution's integrity culture, suggesting possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution demonstrates low-profile consistency and a strong commitment to external validation, with a Z-score of -1.832, well below the national average of -0.262. This absence of risk signals is a clear strength, aligning with and even exceeding the national standard for scientific openness. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this exceptionally low rate confirms that the institution is effectively avoiding the creation of 'echo chambers' and is not inflating its impact through endogamous practices, instead seeking validation from the broader global scientific community.
The university shows high exposure to publishing in problematic venues, with a Z-score of 0.266, which, while in the medium-risk category like the national average of 0.094, is notably higher. This indicates that the institution is more prone than its peers to channeling its research into journals that fail to meet international standards. A high proportion of output in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests a significant portion of scientific production is at risk of being associated with media that lack ethical or quality oversight, exposing the institution to severe reputational damage and highlighting an urgent need for improved information literacy to avoid 'predatory' practices.
With a Z-score of -0.536, slightly elevated compared to the national average of -0.952, the institution shows an incipient vulnerability regarding hyper-authorship. While both scores are in the low-risk category, this subtle divergence warrants monitoring. In specific "Big Science" fields, extensive author lists are legitimate. However, this signal invites a closer look to ensure that authorship practices across all disciplines are transparent and reflect meaningful contributions, thereby distinguishing necessary massive collaboration from the potential dilution of individual accountability through 'honorary' or political authorship.
The institution faces a significant risk related to its scientific autonomy, evidenced by a Z-score of 4.091, which dramatically exceeds the national medium-risk average of 0.445. This result points to a severe accentuation of a national trend, indicating that the university's scientific prestige is highly dependent on external partners and not structurally rooted in its own intellectual leadership. A very wide positive gap, where global impact is high but the impact of institution-led research is low, signals a critical sustainability risk. It prompts urgent reflection on whether the institution's excellence metrics stem from genuine internal capacity or from strategic positioning in collaborations where it does not hold a leading role.
The university maintains a healthy and controlled research environment, showing low-profile consistency with a Z-score of -1.413, significantly better than the national low-risk average of -0.247. This absence of risk signals aligns perfectly with national standards of integrity. While high productivity can be a sign of leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution. The institution's very low score in this area effectively rules out systemic risks such as coercive authorship or the assignment of authorship without real participation, confirming a culture that prioritizes the integrity of the scientific record over sheer volume.
The institution demonstrates a clear case of preventive isolation from a national risk dynamic, with a Z-score of -0.268 (very low risk) in stark contrast to the country's medium-risk average of 1.432. This shows that the university does not replicate the risk of academic endogamy observed elsewhere in its environment. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest. By avoiding this practice, the institution ensures its scientific production undergoes independent external peer review, thereby enhancing its global visibility and steering clear of using internal channels as 'fast tracks' for publication without standard competitive validation.
An incipient vulnerability is detected in the rate of redundant output, with the institution's Z-score of -0.262 being slightly higher than the national average of -0.390. Although both figures are within the low-risk spectrum, the university's score suggests a minor tendency toward this practice that should be monitored. Citing previous work is essential, but significant bibliographic overlap between simultaneous publications can indicate data fragmentation or 'salami slicing.' This subtle signal serves as a reminder to ensure that all publications represent significant new knowledge rather than artificially inflating productivity by dividing studies into minimal publishable units.
