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BRIDGING THE EMPLOYABILITY THRESHOLD BEHAVIOUR GAP: A MIXED-METHODS PILOT EVALUATION OF LAUNCH-SESSION RECEPTION AND EARLY PLATFORM USABILITY OF AN AI-ENABLED PRACTICE ARTEFACT

📘 Volume 14 📄 Issue 11 📅 November 2026

👤 Authors

Dr. K. C. Prashanth 1 , Veena M 2
1. Associate Professor, Department of Studies in Business Administration, Vijayanagara Sri Krishnadevaraya University, Ballari – 583105, Karnataka, India,
2. Assistant Professor, Department of Studies in Commerce, Vijayanagara Sri Krishnadevaraya University, Ballari – 583105, Karnataka, India

📄 Abstract

This pilot study evaluates attendee reception of the launch session and early user experience of the associated app/website platform for Human Assetize, an AI-enabled Employability Threshold Behaviour (ETB) practice artefact. As an early-stage, exploratory evaluation, the study is deliberately scoped to the first cohort of respondents available immediately post-launch (session survey n = 41; platform survey n = 27); findings should be read as preliminary indicators to be confirmed with a larger follow-up sample, not as final, generalisable conclusions. Using two independently collected feedback instruments, the study applies descriptive statistics, inferential testing (Pearson correlation, independent-samples t-test), and inductive thematic coding of open-ended responses to characterise attendee and user sentiment. The launch session was well received (M = 3.88/5, SD = 0.87; 97.6% found the core message clear). Platform usability ratings were similarly positive (navigation ease M = 3.33/5; visual design M = 3.96/5), and navigation ease and visual design were both strongly and significantly correlated with recommendation likelihood (r = 0.69 and r = 0.70 respectively, p < 0.001). However, the platform's Net Promoter Score was −7.4 (25.9% promoters, 33.3% detractors), and 48.1% of users reported encountering a bug or error, most frequently freezing or restart failures within the interview-simulation module. Thematic analysis converged across both feedback channels on a shared technical-defect pattern — session timeouts, repeated/non-advancing questions, and network instability — providing methodological triangulation between independently collected qualitative sources. The paper concludes with prioritised, evidence-based recommendations for technical remediation and platform refinement.

🏷️ Keywords

Employability Threshold Behaviour; Net Promoter Score; Usability Evaluation; Thematic Analysis; Mixed-Methods Triangulation; AI-Enabled EdTech; Human Assetize.

🔗 DOI

DOI - (https://doi.org/10.36713/epra32045)

📚 How to Cite:

Dr. K. C. Prashanth, Veena M , BRIDGING THE EMPLOYABILITY THRESHOLD BEHAVIOUR GAP: A MIXED-METHODS PILOT EVALUATION OF LAUNCH-SESSION RECEPTION AND EARLY PLATFORM USABILITY OF AN AI-ENABLED PRACTICE ARTEFACT , Volume 14 , Issue 11, November 2026, EPRA International Journal of Economic and Business Review(JEBR) , Pages: 1 - 7 , DOI: https://doi.org/10.36713/epra32045

🔗 PDF URL

https://cdn.eprapublishing.org/article/1793778945088-1.EPRA32045.pdf

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