Jaipuria Institute of Management

Region/Country

Asiatic Region
India
Universities and research institutions

Overall

0.170

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.848 -0.927
Retracted Output
1.761 0.279
Institutional Self-Citation
-0.963 0.520
Discontinued Journals Output
0.157 1.099
Hyperauthored Output
-1.292 -1.024
Leadership Impact Gap
0.136 -0.292
Hyperprolific Authors
-1.413 -0.067
Institutional Journal Output
-0.268 -0.250
Redundant Output
-0.615 0.720
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Jaipuria Institute of Management presents a commendable overall integrity profile (Score: 0.170), characterized by significant strengths in internal governance and specific, high-priority areas for improvement. The institution demonstrates exceptional control over practices such as institutional self-citation, hyper-authorship, and redundant publication, indicating a robust foundation of ethical research conduct. However, this is contrasted by a critical alert in the Rate of Retracted Output and medium-level risks related to publication in discontinued journals and a dependency on external collaborations for impact. These vulnerabilities directly challenge the institution's mission to foster "ethical and socially conscious management professionals" through "quality... research." The Institute's strong national standing, particularly its Top 10 rankings in India for Business, Management and Accounting (9th) and Arts and Humanities (8th) according to SCImago Institutions Rankings data, provides a powerful platform for leadership. To fully align its operational reality with its aspirational mission, the institution is advised to focus strategic interventions on reinforcing pre-publication quality control and enhancing its independent research impact, thereby solidifying its reputation for genuine academic excellence.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution's Z-score of -0.848 is slightly higher than the national average of -0.927. This subtle divergence indicates the emergence of risk signals within the institution that are not as prevalent in the broader national context. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight uptick warrants a review to ensure that all co-affiliations are transparent and reflect substantive collaboration rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping.”

Rate of Retracted Output

With a Z-score of 1.761, the institution's rate of retractions is significantly elevated compared to the national average of 0.279. This finding suggests an accentuation of a vulnerability already present in the national system. Retractions are complex events, but a rate this far above the norm is a critical alert that pre-publication quality control mechanisms may be failing systemically. This high Z-score points to a potential vulnerability in the institution's integrity culture, possibly indicating recurring malpractice or a lack of methodological rigor that requires immediate and thorough qualitative verification by management to protect its academic reputation.

Rate of Institutional Self-Citation

The institution exhibits an exceptionally low Z-score of -0.963, in stark contrast to the national average of 0.520, which indicates a medium-level risk. This demonstrates a form of preventive isolation, where the institution successfully avoids the risk dynamics common in its environment. A certain level of self-citation is natural, but by maintaining this low rate, the institution proves it is not operating in a scientific 'echo chamber.' This result is a strong positive signal that the institution's academic influence is validated by the broader global community rather than being inflated by endogamous internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 0.157 is considerably lower than the national average of 1.099, even though both fall within a medium-risk context. This indicates a differentiated management approach, where the institution demonstrates better moderation of a risk that is more pronounced nationally. Nonetheless, a medium-level score remains a critical alert regarding due diligence in selecting publication venues. It suggests that a portion of its scientific output is being channeled through media that may not meet international ethical or quality standards, highlighting a need to enhance information literacy among researchers to avoid reputational harm and the misallocation of resources to 'predatory' practices.

Rate of Hyper-Authored Output

The institution's Z-score of -1.292 is well below the national average of -1.024, reflecting a consistent and low-risk profile. This absence of risk signals aligns perfectly with the national standard for responsible authorship. The data confirms that the institution shows no signs of author list inflation, a practice that can dilute individual accountability and transparency. This result is a positive indicator of a research culture that values meaningful contributions and upholds clear and ethical authorship practices.

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

With a Z-score of 0.136, the institution shows a greater sensitivity to this risk factor compared to the national average of -0.292. This moderate deviation suggests that the institution's overall citation impact may be significantly dependent on collaborations where it does not exercise intellectual leadership. A wide positive gap signals a potential sustainability risk, where scientific prestige is more exogenous than structural. This finding invites a strategic reflection on whether the institution's excellence metrics stem from genuine internal capacity or from a strategic positioning in partnerships that do not yet reflect its own research leadership.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, particularly when compared to the national average of -0.067. This demonstrates a low-profile consistency, where the absence of risk signals aligns with and even improves upon the national standard. This indicator suggests a healthy balance between productivity and quality, as there is no evidence of extreme individual publication volumes that might challenge the limits of meaningful intellectual contribution. The result points to an environment free from risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is almost identical to the national average of -0.250, indicating perfect integrity synchrony. This total alignment with a national environment of maximum scientific security is a strong positive signal. By minimizing its dependence on in-house journals, the institution ensures its scientific production consistently undergoes independent external peer review, thereby avoiding potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and competitive validation of its research.

Rate of Redundant Output

The institution demonstrates a Z-score of -0.615, which is exceptionally low and signifies a state of preventive isolation from the national trend, where the average Z-score is 0.720. This stark difference highlights the institution's strong commitment to publishing substantive work. The very low rate of bibliographic overlap suggests that researchers are focused on presenting coherent studies rather than artificially inflating productivity by fragmenting data into 'minimal publishable units.' This practice reinforces the integrity of the institution's scientific contributions and respects the academic review system.

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