Austin Peay State University

Region/Country

Northern America
United States
Universities and research institutions

Overall

-0.324

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.761 -0.514
Retracted Output
-0.146 -0.126
Institutional Self-Citation
-1.236 -0.566
Discontinued Journals Output
-0.139 -0.415
Hyperauthored Output
-0.458 0.594
Leadership Impact Gap
0.689 0.284
Hyperprolific Authors
-1.413 -0.275
Institutional Journal Output
-0.268 -0.220
Redundant Output
0.841 0.027
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Austin Peay State University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.324. The institution's performance is characterized by significant strengths in maintaining low rates of institutional self-citation, hyperprolific authorship, and publication in its own journals, indicating a culture of external validation and responsible authorship practices. However, areas requiring strategic attention have been identified, specifically a medium-risk exposure to redundant publications and a notable gap between the impact of its total output versus that led by its own researchers. These findings are particularly relevant given the University's strong academic positioning in Business, Management and Accounting, Psychology, and Social Sciences, as identified by SCImago Institutions Rankings. To fully align with its mission of providing "transformational experiences through innovative, creative and scholarly activities," it is crucial to address these vulnerabilities. Practices like redundant output can undermine the perceived innovation of scholarly work, while a dependency on external leadership for impact may limit the institution's ability to make a direct "positive impact regionally and globally." By focusing on fostering intellectual leadership and promoting research of greater substance, Austin Peay State University can further solidify its commitment to academic excellence and responsible scholarship.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a prudent profile with a Z-score of -0.761, which is notably lower than the national average of -0.514. This indicates that the University manages its affiliation declarations with more rigor than the national standard. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal attempts to inflate institutional credit. The University's low score suggests that its processes effectively prevent such practices, ensuring that institutional credit is claimed appropriately and transparently, reflecting a healthy and well-governed research environment.

Rate of Retracted Output

With a Z-score of -0.146, the institution's rate of retracted output is in close alignment with the national average of -0.126, demonstrating statistical normality for its context. Retractions are complex events, and a low, stable rate often signifies responsible supervision and the honest correction of errors. The University's performance suggests that its pre-publication quality control mechanisms are functioning as expected, without the systemic vulnerabilities that a higher rate might indicate. This level is consistent with a healthy research culture where integrity is maintained without showing signs of recurring malpractice.

Rate of Institutional Self-Citation

The University shows exceptional performance in this area, with a Z-score of -1.236, significantly below the national average of -0.566. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with a national environment that already shows low risk. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact through internal validation. The institution's very low score is a strong indicator that its research is validated by the broader scientific community, avoiding endogamous dynamics and confirming its influence is based on external recognition rather than internal citation patterns.

Rate of Output in Discontinued Journals

A slight divergence from the national trend is observed, with the institution's Z-score at -0.139 compared to the country's very low score of -0.415. This indicates that the University shows minor signals of risk activity that are not as prevalent in the rest of the country. Publishing in journals that are later discontinued can expose an institution to reputational risk and suggests a potential gap in due diligence when selecting publication venues. While the risk level is low, this signal suggests that enhancing information literacy and guidance for researchers on identifying high-quality, stable journals could be a beneficial preventive measure to avoid channeling work through media that may not meet long-term ethical or quality standards.

Rate of Hyper-Authored Output

The institution demonstrates clear institutional resilience, with a low-risk Z-score of -0.458 in contrast to the medium-risk national average of 0.594. This performance suggests that the University's control mechanisms are effectively mitigating a systemic risk observed across the country. While extensive author lists are legitimate in 'Big Science,' their appearance elsewhere can indicate author list inflation, which dilutes accountability. The University's ability to maintain a low rate indicates a strong culture of responsible authorship, successfully filtering out national tendencies toward honorary or political authorship practices and ensuring transparency in contributions.

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

The institution shows high exposure in this area, with a Z-score of 0.689, which is considerably higher than the national average of 0.284. This value indicates that the University is more prone to this specific risk than its peers. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. It suggests that the University's scientific prestige may be dependent on external partners rather than being structurally generated from within. This finding invites a strategic reflection on how to build internal capacity and ensure that excellence metrics are a result of the institution's own intellectual leadership, rather than primarily its positioning in collaborations led by others.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the institution's rate of hyperprolific authorship is exceptionally low, especially when compared to the national average of -0.275. This low-profile consistency indicates an absence of risk signals that aligns perfectly with the healthy national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to issues like coercive authorship or a focus on quantity over quality. The University's very low score is a testament to a balanced and responsible research environment, where productivity metrics do not appear to compromise the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution demonstrates integrity synchrony with the national environment, showing a Z-score of -0.268, which is fully aligned with the country's average of -0.220. This reflects a shared commitment to maximum scientific security in this domain. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent peer review. The University's very low rate confirms that its scientific production is overwhelmingly channeled through external, competitive venues, ensuring its research is validated by the global community and enhancing its visibility and credibility.

Rate of Redundant Output

A high exposure to risk is evident in this indicator, with the institution's Z-score of 0.841 significantly exceeding the national average of 0.027. This suggests the University is more prone to showing alert signals for this behavior than its environment. A high value warns of the potential practice of 'salami slicing,' where a single study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the scientific evidence but also overburdens the peer review system. The elevated score warrants a review of institutional guidelines on publication ethics to ensure that the emphasis is placed on generating significant new knowledge rather than on the volume of publications.

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