Cultura

AI-Enabled Performance Appraisal Systems and Faculty Effectiveness: Empirical Evidence from Indian Higher Education Institutions

VOLUME 23, 2026

The Role of Targeted Infra-popliteal Endovascular Angioplasty to Treat Diabetic Foot Ulcers Using the Angiosome Model: A Systematic Review

VOLUME 6, 2023

Ms. Divya S P, Dr. Praveen Kumar B H, Dr. C Srikant, Dr. K R Manjunath

Abstract

Performance appraisal systems play a critical role in enhancing faculty performance and institutional effectiveness in higher education. However, many Indian higher education institutions continue to rely on traditional appraisal methods that lack objectivity, transparency, and developmental focus. This study examines the role of technological integration—such as artificial intelligence, data analytics, learning management systems, and cloud-based platforms—in improving the effectiveness of performance appraisal systems. Using a mixed-methods research design, data were collected from faculty members, administrators, students, and parents across higher education institutions in Karnataka. Quantitative analysis reveals a strong positive relationship between technological integration and appraisal effectiveness, faculty development, and institutional alignment. Qualitative insights further highlight increased transparency, reduced bias, and improved feedback mechanisms through technology-enabled appraisal systems. The study concludes that technology-driven appraisal frameworks significantly enhance faculty performance and institutional outcomes, offering practical implications for policymakers and academic administrators.

Keywords : Performance Appraisal, Technological Integration, Faculty Evaluation, Higher Education, AI in HRM..
Erin Saricilar
Lecture in accounting. University of Basrah, College of Administration and Economics, Department of Accounting.

Abstract

Atherosclerotic disease significantly impacts patients with type 2 diabetes, who often present with recalcitrant peripheral ulcers. The angiosome model of the foot presents an opportunity to perform direct angiosome-targeted endovascular interventions to maximise both wound healing and limb salvage. A systematic review was performed, with 17 studies included in the final review. Below-the-knee endovascular interventions present significant technical challenges, with technical success depending on the length of lesion being treated and the number of angiosomes that require treatment. Wound healing was significantly improved with direct angiosome-targeted angioplasty, as was limb salvage, with a significant increase in survival without major amputation. Indirect angioplasty, where the intervention is applied to collateral vessels to the angiosomes, yielded similar results to direct angiosome-targeted angioplasty. Applying the angiosome model of the foot in direct angiosome-targeted angioplasty improves outcomes for patients with recalcitrant diabetic foot ulcers in terms of primary wound healing, mean time for complete wound healing and major amputation-free survival.
Keywords : Diabetic foot ulcer, angiosome, angioplasty