Cultura

HR Analytics In Tier-2 Cities Of Karnataka: Enabling Data-Driven Workforce Transformation

VOLUME 22, 2025

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

VOLUME 6, 2023

Mrs. Chaithra S
Dr. T P Renuka Murthy
Ms. Shobha G S
Ms. Manasa G D

Abstract

Human Resource (HR) Analytics has emerged as a critical strategic tool enabling organizations to make evidence-based workforce decisions. While metropolitan centres like Bengaluru have widely adopted advanced HR analytics practices, Tier-2 cities of Karnataka are increasingly becoming new hubs for IT, manufacturing, education, healthcare, and service industries. Cities such as Mysuru, Mangaluru, Hubballi–Dharwad, Belagavi, and Shivamogga are witnessing rapid organizational expansion and talent inflow. In this context, HR analytics plays a vital role in addressing challenges related to recruitment, retention, skill development, productivity, and employee engagement. This article examines the scope, applications, challenges, and future prospects of HR analytics adoption in Tier-2 cities of Karnataka. It highlights how data-driven HR practices can support sustainable organizational growth while strengthening regional employment ecosystems.Keywords: Bank Mergers, Karnataka Public Sector Banks, CAMELS, Financial Stability, Bank Consolidation

Keywords : HR Analytics, Tier-2 Cities, Karnataka, Workforce Analytics, Talent Management.
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