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Title: Impact of Generative AI (ChatGPT, Gemini, Copilot) on Learning Efficiency in the Indian Education System

Abstract: Generative Artificial Intelligence (GenAI) has emerged as one of the most influential technological developments shaping modern learning environments. Tools such as ChatGPT, Google Gemini, and Microsoft Copilot are increasingly being used by Indian students and teachers for explanation, summarization, content generation, and academic support. This study examines how these tools influence learning efficiency in the Indian education system. Using a mixed-method design consisting of a structured student–teacher survey and focused interviews, the study explores changes in understanding, productivity, doubt-clearing, academic confidence, and skill development. Findings reveal that GenAI significantly enhances conceptual clarity, reduces learning time, and supports self-paced learning. However, concerns remain regarding over-dependence, misinformation, ethical use, and unequal access. The paper concludes with recommendations for responsible AI integration in Indian classrooms.

By Shantam Babbar, Rajesh Kumar Raju, Monika Kumari
In Volume: 14,Issue: 2
Title: Impact Assessment of Rural Credit Mechanisms on Agricultural Growth and Livelihood Improvement

Abstract: Rural credit plays a crucial role in promoting agricultural growth and improving the livelihoods of rural households in developing economies, particularly in India. This research paper evaluates the impact of various rural credit mechanisms, including institutional finance, cooperative credit, microfinance, and government-sponsored schemes, on agricultural productivity and livelihood enhancement. Using secondary data from national surveys, published research, and policy documents, the study highlights how access to affordable and timely credit facilitates technological adoption, crop diversification, employment generation, income growth, and poverty reduction. The findings indicate that institutional credit significantly contributes to agricultural productivity and livelihood security. However, challenges such as regional imbalances, procedural complexities, and rising indebtedness remain. The study concludes with policy recommendations to strengthen rural credit delivery systems and ensure sustainable and inclusive rural development.

By Imran Ahmed, Arvind Kumar Yadav
In Volume: 14,Issue: 2
Title: Redefining Trade Relations: The Effect of Atmanirbhar Bharat on India’s Imports and Exports with China

Abstract: This research explores the impact of India's Atmanirbhar Bharat (Self-Reliant India) policy on its trade relations with China, emphasising their role in global supply chains. It analyses changes in trade patterns, import dependency, export results, and sectoral shifts since the policy's 2020 implementation. By combining quantitative data with qualitative evaluations, the study reveals that the Atmanirbhar Bharat initiative has introduced strategic measures for import substitution, supply chain diversification, and domestic industry support, focusing on enhancing local manufacturing, technological innovation, and entrepreneurship. The study highlights India's structural trade imbalances with China, driven by its significant demand for intermediate goods and capital equipment crucial for manufacturing. This dependence poses challenges to India's self-reliance and complicates trade relations in a globalised economy. The paper offers policy recommendations to enhance trade resilience and competitiveness against Chinese imports, including investing in infrastructure, promoting research and development, and forming strategic international partnerships to mitigate trade imbalances and support sustainable growth.

By Arvind Kumar Yadav, Nitin Kumar
In Volume: 14,Issue: 2
Title: A Comparative Performance Appraisal of Bajaj Finance Ltd. and Tata Capital Financial Services Ltd.

Abstract: Non-Banking Financial Companies (NBFCs) play a crucial role in the Indian financial system by complementing banks in providing credit, promoting financial inclusion, and offering specialised financial services. The present study aims to evaluate the performance of selected NBFCs in India using key financial indicators. This research analyses profitability, liquidity, solvency, and efficiency ratios to assess the overall financial health of these organisations. Secondary data has been collected from annual reports and published financial statements of the selected NBFCs for a specific period. The findings reveal performance variations among NBFCs, highlighting strengths, weaknesses, and areas for improvement. This study conducts a comparative performance appraisal of two major Non-Banking Financial Companies operating in the National Capital Region (NCR) of India: Bajaj Finance Ltd. (Gurgaon) and Tata Capital Financial Services Ltd. (Noida). Using key financial metrics such as Assets Under Management (AUM), profitability ratios (Return on Assets - ROA, Return on Equity - ROE), net interest margin (NIM), asset quality (non-performing assets - NPAs), and capital adequacy, this paper evaluates the financial health, operational efficiency, and performance dynamics of both NBFCs. The findings highlight significant differences arising from their business strategies, asset quality, and scale of operations, providing actionable insights for investors, regulators, and stakeholders.

By Firoj Ahmed, Arvind Kumar Yadav
In Volume: 14,Issue: 2
Title: Military Presence of United States in Korean Peninsula Conflict and Intensification of Nuclear Development Programme by North Korea

Abstract: In the last decades, the Korean Peninsula has remained a region of constant political conflict and worrisome instability. In recent times, the tension between North and South Koreas has gathered momentum following North Korea’s nuclear development programmes and subsequent display of military prowess by both Koreas in a fashion that is characteristic of arms race of the Cold War era. The United States has wielded into the situation in the Peninsula to the effect of ending the catastrophic nuclearization. This has ballooned the historical conflict between the United States and North Korea. The paper examines Military Presence of United States in Korean Peninsula Conflict and Intensification of Nuclear Development Programme by North Korea, in order to ascertain if the continuous military presence of United States in the Korean Peninsula as sustained by Biden’s Presidency contributes to the intensification of catastrophic nuclear weapons development programme by North Korea. The study adopted the ’Realist Theory’ as its anchor blue-print in a pragmatic effort to explain why the engagement between the two states remain largely hostile. The study adopted content analysis for the purpose of analyzing documented materials generated through secondary sources of data collection as well as the qualitative method of data analysis. The findings show the serial and catastrophic worsening of United States and North Korea conflict with the unabated military presence of United States in Korean Peninsula and how it has intensified nuclear development programme by North Korea. Recommendations were proffered along these findings as follows, the need for reduction in the high military presence of the US in Korean Peninsula which the government of North Korea perceived as a threat to the national security of North Korea. The facts shows that North Korea will continue to feel threatened so long as the US heavy military remain in the Korean Peninsula.

By Fortunetus Izuchukwu Oguwuike
In Volume: 14,Issue: 2
Title: Building Resilience in the Gig Economy: A Systematic Review of Adaptive Strategies and Future Research Agendas

Abstract: Purpose: This article examines the role that psychological resilience plays in helping gig workers navigate the uncertainties and pressures of platform-based labour. The primary objective is to identify important elements contributing resilience and propose practical implications for those in HR positions and for policy makers. Design/methodology/approach: A systematic literature review was conducted in the Scopus database searching from 1,528 studies published between 2015 and 2025. A total of 56 peer-reviewed articles were selected for systematic review after careful examination. The data for study was also visualized to reflect sources, co-authorship relations, and the connections of their keywords. Findings: The research finds that psychological resilience in gig workers is a function of the right mixture of personal characteristics (such as optimism and good emotional control), how meaningful they find their work, and how strong their social support system is. Conversely, resilience is eroded by the problems of surveillance algorithms, precarious income, and social isolation. Effective answers include transparent control of algorithms, built-in well-being resources in apps, digital peer support groups, and portable benefits. There are still research gaps, especially concerning longitudinal data, representation from the Global South and larger-scale interventions. Practical Implications HR professionals and platform managers can enhance resilience by introducing mental health resources, promoting peer support and positively acknowledging gig workers’ contributions. Policymakers should focus on legal status, data rights and social protection to make gig work a viable choice.

By Aakanksha Bansal, Pankaj Kumar
In Volume: 14,Issue: 2

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