| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.203 | 0.597 |
|
Retracted Output
|
-0.381 | -0.088 |
|
Institutional Self-Citation
|
-0.543 | -0.673 |
|
Discontinued Journals Output
|
-0.471 | -0.436 |
|
Hyperauthored Output
|
-0.362 | 0.587 |
|
Leadership Impact Gap
|
0.009 | 0.147 |
|
Hyperprolific Authors
|
-1.413 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-1.186 | -0.155 |
Harper Adams University College demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.460, which indicates a performance significantly stronger than the baseline. The institution's primary strengths lie in its exceptionally low rates of retracted output, publication in discontinued journals, hyperprolific authorship, and redundant publications, suggesting a deeply embedded culture of quality control and responsible research conduct. Areas requiring moderate attention include the rate of multiple affiliations and the gap between overall impact and the impact of institution-led research. According to SCImago Institutions Rankings data, the university's thematic leadership is clearly defined in specialized areas such as Agricultural and Biological Sciences, Veterinary, and Environmental Science. This strong integrity profile directly supports its mission to be a leader in the rural economy and sustainable agriculture. The identified risks, while moderate, warrant strategic oversight to ensure that collaborations and industry links—central to the mission—do not inadvertently create dependencies or dilute institutional credit, thereby safeguarding the university's commitment to generating genuine innovation and maintaining its central role in the global agri-food chain.
The institution presents a Z-score of 0.203, which is notably lower than the national average of 0.597. This indicates a more controlled approach to a practice that is common at the national level. While multiple affiliations can be a legitimate outcome of partnerships, particularly for an institution with strong industry links, the university appears to moderate this activity more effectively than its national peers. This differentiated management helps mitigate the risk of strategically inflating institutional credit or engaging in “affiliation shopping,” ensuring that collaborative attributions remain transparent and justified.
With a Z-score of -0.381, the institution shows a near-total absence of risk signals, a figure that is significantly more favorable than the United Kingdom's average of -0.088. This low-profile consistency suggests that the university's quality control and supervision mechanisms are exceptionally robust. The data indicates that processes prior to publication are effective in preventing the types of unintentional errors or methodological flaws that can lead to retractions, reflecting a strong institutional culture of integrity and a commitment to producing reliable scientific work.
The institution's Z-score for self-citation is -0.543, which, while indicating low risk, is slightly higher than the national average of -0.673. This subtle difference points to an incipient vulnerability that warrants review. A certain level of self-citation is natural, reflecting the continuation of established research lines. However, this minor deviation suggests a need to ensure that the institution's work is consistently validated by the broader external scientific community, thereby avoiding any potential drift towards an 'echo chamber' where academic influence is shaped more by internal dynamics than by global recognition.
The institution's Z-score of -0.471 is almost identical to the national average of -0.436, demonstrating perfect integrity synchrony with a secure national environment. This alignment signifies a total absence of risk in this area, confirming that the institution exercises excellent due diligence in selecting dissemination channels. This practice protects the university from the severe reputational risks associated with predatory or low-quality journals and ensures that its research output is channeled exclusively through media that meet international ethical and quality standards.
With a Z-score of -0.362, the institution displays a low rate of hyper-authorship, contrasting favorably with the United Kingdom's medium-risk average of 0.587. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate a systemic risk prevalent in the country. By avoiding the national trend, the university shows a commitment to clear and accountable authorship, effectively filtering out practices like 'honorary' attributions and ensuring that author lists accurately reflect meaningful intellectual contributions.
The institution's Z-score of 0.009, while in the medium-risk category, is substantially lower than the national average of 0.147. This reflects a differentiated management approach where the institution moderates a risk that is more pronounced across the country. The smaller gap suggests that while some of its scientific prestige is linked to collaborations, the university maintains a stronger foundation of internal capacity and intellectual leadership than its national peers. This is a positive indicator of structural sustainability, showing that its excellence metrics are more closely tied to its own research direction.
The institution's Z-score of -1.413 is exceptionally low, indicating a complete absence of this risk signal and a performance far exceeding the national average of -0.155. This low-profile consistency points to a healthy research culture that prioritizes quality and meaningful intellectual contribution over sheer publication volume. The data strongly suggests that the university's environment does not encourage practices like coercive authorship or data fragmentation, ensuring that productivity metrics are a genuine reflection of substantive scientific advancement.
With a Z-score of -0.268, which is virtually identical to the national average of -0.262, the institution demonstrates integrity synchrony with its national context. This alignment reflects a shared commitment to avoiding academic endogamy. By not relying on in-house journals, the university ensures its scientific production undergoes independent external peer review, which is crucial for maintaining objectivity and global visibility. This practice prevents potential conflicts of interest and reinforces the credibility of its research by validating it against standard competitive benchmarks.
The institution exhibits an extremely low Z-score of -1.186, a clear signal of integrity that is significantly stronger than the United Kingdom's average of -0.155. This low-profile consistency indicates that the university actively discourages the practice of 'salami slicing,' where studies are fragmented into minimal units to inflate publication counts. This commitment to publishing complete, coherent studies not only strengthens the scientific record but also demonstrates a focus on generating significant new knowledge rather than prioritizing volume-based metrics.