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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: Attitudinal and Contextual Barriers to Green Product Adoption among Educators and Administration: A Case Study of Educational Institutions in Meerut

Abstract: This study investigates the perceived barriers hindering the adoption of green products within the educational ecosystem of Meerut, India, specifically adopting an institutional perspective. Recognizing educational institutions as crucial agents for promoting sustainability, the research aims to identify the structural, procedural, and normative impediments faced by schools, colleges, and universities in transitioning towards environmentally preferable goods and services. Utilizing a qualitative approach, data was gathered from secondary sources, through online mode and focus group discussions with key institutional stakeholders, including administrators, and faculty members in Meerut. The analysis reveals a complex interplay of perceived barriers operating at multiple institutional levels. Key impediments identified include: 1) Economic Constraints: Predominant concerns regarding the higher initial costs, green products and stringent, inflexible budgetary allocations; 2) Structural & Procedural Hurdles: Lack of clear institutional green procurement policies, cumbersome bureaucratic approval processes, and limited access to reliable suppliers/vendors offering certified green alternatives; 3) Behavioral & Awareness Factors: Insufficient institutional commitment and leadership prioritization, resistance to changing established procurement habits, and a lack of awareness or training among institution stakeholders regarding the benefits and availability of green options. The findings emphasize that overcoming these barriers requires targeted intervention sat the institutional level, including the formulation of supportive green procurement policies, dedicated budgetary provisions, streamlined processes, capacity building, and fostering a stronger organizational culture of sustainability.

By S.K.S. Yadav, Avika Baliyan
In Volume: 14,Issue: 2
Title: The Impact of Pawnbroking on Local Communities with special reference to Bangladesh

Abstract: This study examines pawnbroking's impact on social entrepreneurship and its implications for social development. It posits that Pawnbroking aids vulnerable entrepreneurs, often excluded from formal credit, in accessing quick financial resources, thereby enhancing social entrepreneurship. Through a meta-analysis and literature review, including three case studies from Bangladesh, the findings indicate that, despite exploitative practices, pawnshops are vital for providing the impoverished with financial access and supporting social welfare. However, risks such as asset loss, debt cycles, and exploitation of desperate borrowers are also highlighted. The study emphasizes the need for regulatory oversight and more accessible financial systems that protect borrowers while maintaining accessibility. Overall, pawnbroking offers both advantages and challenges for local communities in Bangladesh, necessitating a balance between quick cash access and consumer protections to promote healthier community dynamics.

By José G. Vargas-Hernández, Amina Khatun, Csongor Czipf, Absalón J. Salmerón-Zapata
In Volume: 14,Issue: 2
Title: Minimizing the Impact of U.S. Tariffs on India’s Economic Growth: Strategic Responses and Policy Recommendations

Abstract: Due to imports of goods and particularly textiles, gems, seafood, and electronics, the United States presents tariff levels that are very high to Indian exports and this presents a great challenge to Indian trade balance and GDP. This paper will examine the economic effects of these tariffs, examine the bilateral trade pattern between India and the U.S., and provide an internal policy action to alleviate the effect. It also analyses strategic potential of the India UK Free Trade Agreement (FTA) as hedge against U.S trade headwinds. By quantitatively supported thought and sectoral knowledge, the paper draws a plan on how India can be resilient in exports and its economy.

By Nakshatra Gupta
In Volume: 14,Issue: 2

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