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The Reserve Bank of India, not to be left behind, played its part in this transformational journey, by issuing regulations and recommendations on banking mechanization and computerization. Financial sector in general and banking industry in Particular is the largest spender and beneficiary from information technology. According to John Finnerty, "Financial Innovation involves the design, the development, and the implementation of innovative financial instruments and processes, and the formulation of creative solutions to problems in finance". The various innovations in banking and financial sector are ECS, RTGS, EFT. [ABSTRACT FROM AUTHOR]

Organ donation following circulatory determination of death (DCDD) has contributed significantly to the donor pool in several countries, without compromising the outcomes of transplantation or the number of donations following brain death (BD). In India, majority of deceased donations happen following BD. While existing legislation allows for DCDD, there have been only a few reports of kidney transplantation following DCDD from the country. This document, prepared by a multi-disciplinary group of experts, reviews the international best practices in DCDD and outlines the path for furthering the same in India. The ethical, medical, legal, economic, procedural, and logistic challenges unique to India for all types of DCDD based on the Modified Maastricht Criteria have been addressed. India follows an opt-in system for organ donation that does not allow much scope for uncontrolled DCDD categories I and II. The practice of withdrawal of life-sustaining treatment (WLST) in India is in its infancy. The process of WLST, laid down by the Supreme Court of India, is considered time-consuming, possible only in patients in a permanent vegetative state, and considered too cumbersome for day-to-day practice. In patients where continued medical care is determined to be futile following detailed and repeated assessment, the procedure for WLST, as laid down and published by Vidhi Centre for Legal Policy in conjunction with leading medical experts is described. In controlled DCDD (category-III), the decision for WLST is independent of and delinked from the subsequent possibility of organ donation. Once families are inclined toward organ donation, they are explained the procedure including the timing and location of WLST, consent for antemortem measures, no-touch period, and the possibility of stand down and return to the intensive care unit without donation. While donation following neurologic determination of death (DNDD) is being increasingly practiced in the country, there are instances where the cardiac arrest occurs during the process of declaration of BD, before organ retrieval has been done. Protocol for DCDD category-IV deals with such situations and is described in detail. In DCDD category V, organ donation may be possible following unsuccessful cardiopulmonary resuscitation of cardiac arrest in the intensive care. An outline of organ-specific requisites for kidney, liver, heart, and lung transplantation following DCDD and the use of techniques such as normothermic regional perfusion and ex vivo machine perfusion has been provided. With increasing experience, the outcomes of transplantation following DCDD are comparable to those following DBDD or living donor transplantation. Documents and checklists necessary for the successful execution of DCDD in India are described. [ABSTRACT FROM AUTHOR]

The article provides a quantitative and qualitative description of machine learning research in India using measures such as growth rate, global publication share, national-level share of international collaborative papers, citations per paper, and highly cited papers. The data for the study was sourced from Scopus database covering 12-year period 2006-17. The study finds that the United States is the world leader in the machine learning research, followed by China, United Kingdom, Germany, and India. India registered 52.46% annual growth in the subject, more than twice that of the world (22.03%). India's citation impact was 5.34 citations per paper and its national share of highly cited papers was 0.68% (27 papers). The leading Indian research organizations in machine learning research include Vellore Institute of Technology, Anna University, Chennai, Indian Institute of Technology, New Delhi, Indian Institute of Science (IIS), Bangalore, and so on. The top 15 journals that accounted for 31.46% of India's output include International Journal of Machine Learning and Cybernetics (with 82 papers), International Journal of Applied Engineering Research (77 papers), Journal of Machine Learning Research (46 papers), Neurocomputing (44 papers), and so on. [ABSTRACT FROM AUTHOR]

Indigenous communities and their way of life are facing significant challenges due to globalisation, industrialisation and urbanisation, which have forced them to gradually adopt the architecture, lifestyle, and culture of mainstream society. This paper proposes a Smart Vernacular Architecture (SVA) framework and applies it to the indigenous dwellings of the Todas, a tribal community living in India's Nilgiri mountains. The architecture and indoor space quality of these dwellings are investigated in this paper based on specific thermal comfort parameters like the interior temperature and airflow. The indoor temperatures of Toda dwellings are simulated for the predicted climate of 2100 to evaluate their climate resilience. Finally, the paper illustrates the usage of virtual reality (VR) to explore and visualise the Toda settlement and the interior environment parameters of a Toda dwelling to effectively convey and preserve the knowledge of vernacular architecture. In a nutshell, this paper elucidates the advantages of vernacular architecture and construction methods to arouse the interest of academics, policymakers, students, and professionals in preserving architecture, culture, and indigenous knowledge. [ABSTRACT FROM AUTHOR]

The author explains the criteria that scholars must consider in their papers to be submitted to "Language India's" volume of analysis of selected novels. He lists the 11 novels shortlisted by the jury for the Hindu Best Fiction Award 2010 for Indian Writing in English. He mentions the members of the jury for the competition, including novelist Shashi Deshpande and essayist Mukul Kesavan. He also reveals the objective of the journal in bringing out a volume of analysis of the selected novels.

Higher education (HE) in India has seen an exponential growth phase over the last two decades. Challenges of meeting expansion demands along with goals of equity and quality have underpinned discussions on educational reforms as well. The dynamics of market-supported increased access have compromised on goals of equity, whereas the role of technology in assisting growth has been fraught with similar and greater social challenges. A new normal seems to have emerged into the HE landscape across the world in the form of legitimising and rationalising 'digital' as an equal alternative to the face to face. In the context of a developing postcolonial economy like India, this development has further highlighted the contradictory pulls within the emerging aims/purposes of HE. The digital divide even as it impacts or reflects the existing asymmetries in access to resources, also engenders a dilemma with respect to the desired aims of higher education. There appears to be a contingent shift in approach appropriating the discourse of democratisation of knowledge/educational institutions and materially undermining prospects for enhancing social capital of graduates essential for a critical participation in the social, political and economic realm. In this context, the paper aims to problematize the idea of inclusion of the marginalised through digitalisation of education with focus on the pedagogic space and the possibilities for a participatory, mediated, empathetic and empowering pedagogy. The paper begins by contextualising the digital emphasis in the neo-liberal imagination of higher education in India. [ABSTRACT FROM AUTHOR]

This article examines the understanding of collectivism and sisterhood among Oraon tribal women in the Netarhat Field Firing Range movement. Further, this study discusses tribal women's consciousness of repressive operations of the state and of their experiences of triple oppression as a tribal group, as women, and as activists. Tribal women's goals, however, are much more than women's liberation; they demand tribal autonomy and the right to forest resources so that tribal people can live peacefully in their regions. This study also looks at how a group of women shared their gender-based grievances as well as their everyday struggle under militarized control of their villages. Often, women's groups are at the forefront of rallies and marches, mobilizing the villagers and attending village meetings, but the male-dominated society rarely views women's revolutionary accomplishments as an effort of sisterhood. The state government agreed to the tribal demand not to re-notify the Netarhat Field Firing Range Project, not only because of the efforts of the men of the society but also due to women's willpower, solidarity, and bravery within the movement. Using the narrative approach, this research aims to explore tribal women's lived experiences and everyday struggle during the Netarhat field firing range project with reference to fieldwork conducted in the villages of Mahuadanr, Banari, Navatoli, and Sakhuapani where tribal women activists played a key role. Until now, tribal women's lived experiences, narratives, and consciousness during the different contemporary movements of Jharkhand have been ignored by most scholars. Studying this site is very relevant to understanding tribal women's questions, issues, and feminist standpoints. The fieldwork for this paper was conducted as part of the author's PhD research in Chotanagpur and the Kolhan regions of Jharkhand state, India. The study found that the Netarhat Field Firing Range movement was based on truth claims and followed the Gandhian ideology of non-violence to achieve rights. Further, this paper explores the sisterhood and solidarity amongst tribal women activists, and how non-tribal activists helped strengthen the tribal movements. [ABSTRACT FROM AUTHOR]

Materials adaptation is relatively a recent field of study in ELT, commencing in the late 1980's. Materials adaptation in ELT refers to the modification of materials by bringing the materials closer to a particular context of language teaching. The purpose of materials adaptation is to make language teaching more effective. This paper discusses the process of materials adaptation in ELT focusing on the various techniques. Through a comprehensive literature review and description of existing practices the paper elucidates various techniques employed in materials adaptation. Moreover, the paper investigates diverse issues that hinder the adaptation of ELT materials in Indian context. The aim of this paper is to shed light on the materials adaptation as a significant process in ELT. Moreover, the paper also aims to highlight various issues in Indian context that need to be addressed to include materials development as a crucial element in English language teaching classrooms in India. [ABSTRACT FROM AUTHOR]

In India, agriculture represents the primary occupation of more than 60% of the population. In terms of GDP, economic growth, traditional aspects, and social aspects, agriculture is essential for the country's development. The Indian farmers experienced numerous issues that have an impact on their way of life because the expansion in the agronomy business has not been as expected during the past two decades. Price fluctuation is one of the major issues faced by farmers, and as a result, they cannot get a reasonable price for their commodity. Also, it is very problematic to decide today without knowing the future price. So, this paper focused on finding a solution to the uncertainty problem in price faced by farmers that helps them take appropriate decisions during the farming process. The paper mainly concerns predictive data analytics using the ARIMA model, which predicts the price of areca nut products for the next 4 years using the past ten-year price dataset. The ARIMA model is a time series approach and a very appropriate framework for predicting future prices compared to other models. This paper includes a step-by-step procedure for the ARIMA techniques for forecasting price of agriculture commodity, and the outcomes are represented in the form of tables and graphical representations. [ABSTRACT FROM AUTHOR]

In evaluating the making of the language provisions of the Indian Constitution, this paper tries to argue that the idea of Constitutional parity of languages in the Indian polity of a secular nation was overlooked, in contrast to the Constitution's ethos of recognizing and respecting the diverse religions of the land. The Constitution has failed to consider languages as yet another cultural artefact, like religion. By proposing a mono-linguistic model of 'official language', the provisions actually gave way for a 'national' language in disguise, while also valuing and promoting Hindi's Sanskritic roots, thereby assuring Sanskrit a role and visibility in the future of the modern, new-born nation. Finally, the paper tries to propose that the lack of linguistic parity in the legal realm, in terms of state's recognition and patronage, impact the growth and expansion of languages negatively, by exploring the specific case of Bhojpuri language. [ABSTRACT FROM AUTHOR]

The worldwide explosion of social welfare has been described as the "quiet revolution" of our time. This paper analyses the expansion of social welfare in India during the early part of the 2000s. What explains this expansion of encompassing social welfare in India, following a history of disparate and fragmented social policies? The answer, I argue, lies in recognizing the importance of the "politics of the poor," the ensemble of negotiations that encompass both electoral participation and contentious politics vis-à-vis the political institutions in India. The paper develops this argument by drawing together insights from discursive institutionalism, Indian politics, and the politics of welfare literature. Doing so enables me to examine the ways in which poor people's political practices were interpreted by India's parliamentarians to justify the legislation of India's flagship social welfare program the National Rural Employment Guarantee Act. I analyze the discourses communicated through 78 parliamentary debates in English and Hindi to enact the law. I blend this analysis with process tracing of electoral behavior of India's poor and the Maoist insurrection that exploded in the country's poorest districts at the turn of the century. [ABSTRACT FROM AUTHOR]

The aim of this research paper is to reflect briefly on the contribution of Indian Music, be it, Classical, film song or temple singing and its contribution towards the cultural development it has brought to the benefit of the population in Mauritius, an Indian diaspora nation. It begins by situating Mauritius as a Multicultural country. It then sees the new trends which pave the way through intercultural exchanges between different ethnic groups. [ABSTRACT FROM AUTHOR]

The article discusses the airway pressure for infants with meconium aspiration syndrome which includes mechanical ventilation and medical care .

This paper traces the location of the principles of India’s Right of Children to Free and Compulsory Education (RTE) Act, 2009, in the country’s most recent National Education Policy (NEP) 2020, and the documents leading up to the policy. It draws on the capability development approach and critical theory that facilitate understanding education as a fundamental right, moving beyond the narrow understanding of education as a mere instrument for the global economy. It also draws on global education policy literature and critical policy analysis lens to examine the assumed policy rationality. Based on a qualitative document analysis the paper argues that the policy does not demonstrate a commitment to the ideas of public-funded elementary education, child-centered democratic learning environment, and bridging the gap between equity and quality. The recommendations signal a further dilution of the RTE mandates. The policy statements and linguistic choices show an allegiance to neoliberal discourses reflecting the influence of global education policy transfer without systematic consideration of the realities of Indian school education. This approach indicates a missing link between the policy aims and social justice, that does not bode well on the educational rights of the marginalised children. [ABSTRACT FROM AUTHOR]

In India, the agriculture is main profession for more than sixty percent of the population. The stakeholders of agriculture in India, facing plenty of problems that leads the people of the country to shift their profession and lets them migrate towards urban area. So, need of implementing technology in agriculture is must in future days because as population is increasing in exponential form as the result huge requirement of food and agricultural product. The data analytics will play a significant role in agricultural dataset for implementing prediction and recommendation system in the sector. Yield is one of the factors to be considered in the agriculture that determines the wellness and prosperity of the farmer. In this paper deals with prediction system to predict yield of areca nut product in Puttur taluk, Dakshin Kannda District, Karnataka state in India. The time series data analytics model known as Auto Regressive Integrated Moving Average (ARIMA) model is used for yield prediction system. The research is mainly focused on forecasting of areca nut production for next four or five years in Puttur taluk. It compares various ARIMA models with performance criteria and selects best model for prediction purpose. The diagnostic check is carried out to test the system performance After the prediction, then the actual values and predicted values are compared and presented in the form graphical representation. [ABSTRACT FROM AUTHOR]

This paper aims to study the new energy of Sanskrit renaissance in Europe due to European voyages to India, followed by trade and then the construction of British India. It created a new social impetus to Sanskrit in India too, and the Indian intelligentsia, empowered by western education also began to examine texts written in the language. Interpretations came out in a pouring manner of these ancient texts, some locating them as the manufacturers of caste system, and some appreciating their contribution to science, literature, and philosophy and especially law. We have to re-understand how German intelligentsia interpreted and viewed these texts. The concept of nation in the age of nationalism, and its ideology of an imagined community with similar culture and shared beliefs has brought forth the necessity to enquire into the foundation of India’s modern identity, as perhaps, constructed by Oriental scholarship and the knowledge with new developments it brought forth. [ABSTRACT FROM AUTHOR]

Early-stage prediction of a disease is an important and challenging task. The application of machine learning techniques is playing an important role in this era. Thyroid is one of the chronic endocrine diseases, and approximately 42 million people in India are affected by this disease. This paper presents a comprehensive investigation into the enhancement of classification performance through the novel 'FeatureBoostThyro' (FBT) model. The study evaluates various machine learning algorithms, including stochastic gradient descent (SGD), K nearest neighbor (KNN), logistic regression (LR), naive bayes (NB), and support vector machine (SVM), in conjunction with diverse feature selection methods. The research systematically explores the impact of feature selection techniques such as information gain, relief F, chi-square, gini index, forward selection, backward selection, recursive feature elimination, and LASSO on model performance across the chosen algorithms. The analysis reveals notable variations in performance metrics, including accuracy, precision, recall, and F1-score, providing valuable insights into the interplay between algorithm and feature selection. One main contribution of this research is the introduction of the FBT model, which consistently outperforms other models across various feature selection methods, making it a promising tool for addressing complex classification tasks. The findings contribute to a broader understanding of model selection and optimization in machine learning applications. The proposed model undergoes evaluation using two distinct datasets: the primary dataset acquired from Lata Mangeshkar Hospital in Nagpur and the secondary dataset obtained from the UCI dataset. [ABSTRACT FROM AUTHOR]

Emotional intelligence (EI) stands as a crucial factor in promoting mental well-being, and the malleability of intelligence opens avenues for diverse educational interventions. This paper delves into the transformative potential of expressive arts in augmenting EI among higher education students. The study focused on the social work department of a college in Kerala, India, where 164 students were randomly selected from the total departmental enrollment. Among these, 122 actively engaged in expressive arts, while 42 did not participate in such activities. To gauge EI levels, the study employed Schutt's Self-Report Emotional Intelligence Test, comparing scores between students engaged in expressive arts and those who were not. The statistical analysis utilized an independent sample t-test, revealing a significant difference in EI measures between the two groups. These findings underscore the impactful role of expressive arts in cultivating emotional intelligence. Based on these outcomes, this paper advocates for the integration of expressive arts into higher education curricula. Such inclusion is proposed not only to foster elevated emotional intelligence but also to fortify students' mental health and enhance academic performance. The study suggests that incorporating expressive arts can contribute substantially to the holistic development of students in higher education settings. [ABSTRACT FROM AUTHOR]

In this paper, I examine the understanding of agency among the tribal young women attending college in Pratapgarh (Rajasthan), India. Particularly in light of this shift in their living and academic spaces, I look at how they interpret and perform their agency when it comes to being in a romantic relationship and getting married. It is not uncommon for tribal members to engage in romantic relationships and to seek love marriages. The number of young women migrating for education is increasing. As a result of educational migration, the practice of live-in relationships, romantic relationships, and love marriages has also increased over time among tribal youths. The data for this study were collected over nine months from interviews, group decisions, and participant observation of tribal young women in places they frequent, such as college campuses, hostels, homes, markets, and parks. In addition, the narratives of their parents and other family members are also analyzed to explore this aspect of agency, space, and marriage. In various domains encompassing academic and domestic spheres, my investigation has revealed that tribal young women exhibit agency concerning their involvement in romantic relationships and their preferences for either love or arranged marriages. Notably, a prevailing pattern emerges among most of my participants, regardless of their current romantic status or chosen marital arrangement, which centers around their post-wedding aspirations to pursue their education and attain government employment, thereby fostering financial independence. For these participants, marriage serves as a conduit through which they can sustain their educational pursuits even after entering into matrimony, facilitated by the support and assistance from their partner and in-laws. In addition to providing emotional and moral encouragement, these marital arrangements offer financial assistance, further reinforcing the participants' willingness to embrace matrimony while pursuing their education. [ABSTRACT FROM AUTHOR]

As of late, there has been debate about the importance of recognizing women in agriculture as farmers. The demand to be recognized is backed by women's significant contribution to the household economy. Scholars have attempted to establish a correlation between land ownership and women's empowerment in agriculture. This is an oversimplification of the situation of women farmers and their empowerment, especially in the context of tribal society where women have better access to and control over community and forest resources. We undertook this study to examine if having land and other resources is a prerequisite for the empowerment of tribal women farmers. The study is based on a primary survey conducted by a network of civil society organizations (CSOs) that enhance the livelihoods of tribal women in Madhya Pradesh, India. The analysis is informed by the researchers' decade-long experience of working with tribal women farmers, our visits to the villages during the study period, and the available literature. The survey's findings indicate that having resources is necessary but not sufficient on its own for the empowerment of tribal women. Additionally, the survey points out that having better access to and control over resources has a very weak to weak correlation with decision-making, leadership, and wellbeing outcomes. Many ethnographic studies and our direct work with tribal communities in Central India show that agency is also exercised through the work tribal women put in and the knowledge they have. Moreover, understanding the agency of tribal women requires a nuanced and close observation of women's assertions and negotiations in their everyday lives. We believe it is crucial to examine how tribal women perceive their immediate environment, as well as their relationships with people, nature, work, and kinship affiliations. Therefore, this paper calls for future ethnographic studies to understand tribal women's agency and an in-depth exploration of sociocultural contexts in which tribal women live. [ABSTRACT FROM AUTHOR]

The paper revisits the Porter-Wagner dilemma about the association between environmental management (EM) and firm performance (FP). The context of informal Micro, Small and Medium Enterprises (MSMEs) provides an interesting case since they are away from regulatory scrutiny or corporate/social obligations. The study resorts to labor productivity as the measure of FP and EM is represented by the various solid waste management practices (WMPs) adopted by the informal enterprises. Using the latest available cross-sectional data on un-incorporated firms by National Sample Survey Office (NSSO) 73rd round 2015-16, we found the positive impact of WMPs was higher in the case of more productive firms in the quantile, indicating the relevance of the Porter-Wagner dilemma. The direction of causality was further validated using the propensity score matching technique by decomposing the average treatment effect. [ABSTRACT FROM AUTHOR]

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The paper deals with "A Comparative Analysis of Kasaragod Marathi and Native Marathi: Exploring Kinship Terms" and the Marathas represent a tribal community predominantly residing in the Kallar and Panathadi panchayats located within the Kasaragod district, the northernmost district of Kerala. They are also present in regions such as Coorg, Madikkeri, and Sullia in Karnataka. The majority of their settlements are situated in the eastern hills of the Kerala district. The Marathas communicate using a language known as Marathi, which lacks a written script and differs from the Marathi language spoken by the people in the state of Maharashtra, India. The primary aim of this study is to investigate the kinship terms used in the Marathi language and determine whether there are any similarities with the indigenous Marathi kinship terms in Maharashtra. The objectives of the study are as follows: ⚫ To conduct a comprehensive examination of the similarities and differences between Kasaragod Marathi and native Marathi, with a specific focus on the distinct characteristics and variations in kinship terms used within the Marathi language spoken in the Kasaragod region. This analysis aims to shed light on the unique aspects of kinship terminology in Kasaragod Marathi and its divergence from the native Marathi language. ⚫ To investigate the influence of the Malayalam and Kannada languages on Kasaragod Marathi. It aims to identify the specific linguistic features that have been influenced by these neighbouring languages. ⚫ To investigate the impact of migration on the Kasaragod Marathi language, specifically focusing on the phenomenon of word loss or lack of words as a result of migration. This objective aims to identify the specific linguistic challenges faced by the Kasaragod Marathi-speaking community due to migration, including the loss or reduced usage of certain words or expressions, and how this has influenced the overall language vitality and preservation efforts in the community. [ABSTRACT FROM AUTHOR]

Nationalism is an evocative concept with multiple philosophies around its meanings, purposes and contentions. Symbols, imagery, and spectacle play an important role in cultural expressions of nationalism that sustain an emotional response. The paper argues that imaginative constructs of nationalism in India are primarily constructed around women’s bodily metaphors, sexual norms, and their maternal roles in families. Popular culture, particularly cinema, tends to reinforce power hierarchies in which women symbolizing the nation are in need of protection by men or the state as a masculine authority. Hindi cinema has been an integral part of the socio-cultural lives of people in India, and this paper traces a common equation of women with motherhood and the nation, beginning with the film Mother India (1957), which etched gendered ideas of nationhood on the national consciousness. This paper has two objectives: first, to establish, through a brief review of literature, that the foundational edifice of nationalist discourse in India is embedded in hegemonic masculinity. Further, imagined landscapes of nationalism enforce sexual norms and gender roles, played out on the terrain of women’s bodies. The second objective is to offer a survey of Hindi films responding to different moments in the historical trajectory of nationalist discourse in India, through their portrayals of women characters, their sexual moralities, and normative roles of motherhood. The paper takes a feminist approach to analyze prominent Hindi movies that have reinforced and consolidated gendered constructions of nationalism. By looking at how women’s bodies have become sites of symbolism and sites for discursive constructions of sexuality and motherhood, the paper shows how Hindi cinema’s body politics are embedded in hegemonic masculinity. The paper also recognizes moments of rupture and erosion of these tropes in Hindi films that challenge this hegemony and transform female bodies from sites of coercion and hegemonic nationalism to sites of transformational agency, resistance, and freedom. [ABSTRACT FROM AUTHOR]

Refugees seeking asylum in India often face numerous challenges, including a lack of legal documentation, limited access to essential services, and the risk of exploitation. In this paper, we propose a decentralized system that leverages smart contract technology to create digital identities for refugees, enabling them to access essential services such as employment and housing. Our system stores all their data, including biometrics, in a secure and decentralized manner on the Ethereum blockchain. Based on this data, we create a working permit and a temporary identification card in the form of non-fungible tokens (NFTs) that can be used to access essential services. Additionally, we create a crypto wallet linked to their digital identity, enabling them to perform regular transactions like purchasing rations, paying for their housing and electricity bills and other necessities. Furthermore, we would design a smart contract that tracks the refugees' monthly income and provides government financial aid directly to their crypto wallet. The contract also automatically adjusts the amount of financial aid based on the refugee's income, ensuring an even and non-corrupted distribution of government funds. Through our system, we aim to empower refugees with financial stability, enabling them to lead healthy and productive lives while contributing to India's economy. Our solution is transparent, secure, and easily accessible, making it a viable option for addressing the challenges faced by refugees in India. [ABSTRACT FROM AUTHOR]

In this paper, a hybrid fuzzy-based method is suggested for determining India's best system for power generation. This suggested approach was created using a fuzzy-based combination of the Giza Pyramids Construction (GPC) and Recalling-Enhanced Recurrent Neural Network (RERNN). GPC is a meta-heuristic algorithm that deals with solutions for many groups of problems, whereas RERNN has selective memory properties. The evaluation of the current load requirements and production profile information system is the main objective of the suggested method. The Central Electricity Authority database, the Indian National Load Dispatch Centre, regional load dispatching centers, and annual reports of India were some of the sources used to compile the data regarding profiles of electricity loads, capacity factors, power plant generation, and transmission limits. The RERNN approach makes advantage of the ability to analyze the ideal power generation from energy data, however the optimization of RERNN factor necessitates the employment of a GPC technique. The proposed method was tested using MATLAB, and the findings indicate that it is effective in terms of accuracy, feasibility, and computing efficiency. The suggested hybrid system outperformed conventional models, achieving the top result of 93% accuracy with a shorter computation time of 6814 seconds. [ABSTRACT FROM AUTHOR]

In this research paper, we examined the influence of demographic and household factors on adecision to surrender a life insurance policy before the end of the policy term. As per thehandbook on Indian Insurance Statistics 2020-21, by the 5 th year of policy sale, only 4 out of 24 life insurers could retain half of their policies. One of the reasons for this low persistenceis the increased surrender of policies. Surrendering a policy means the policyholdercancelling the policy and agreeing to take the cash value/surrender value accrued to thepolicy over time and forgoing the death benefit or maturity benefit. Generally, a policyacquires surrender value after the policyholder has paid the premiums continuously for threeyears. A survey of randomly selected 537 policyholders was conducted using a structuredquestionnaire to examine the influence of demographic and household factors on a decisionto surrender a life insurance policy. Results of our study suggest that demographic andhousehold factors influence the decision to surrender a life insurance policy. Marital statusand occupation are statistically significant predictors of the decision to surrender a policy. [ABSTRACT FROM AUTHOR]

Challenged by complex problems and the speed of technological, social, and environmental change, the joint approach of Lean Management and the Agile Mindset has been explored in business as a management model. This paper aimed to carry out a bibliometric analysis of Lean Agile Management, pointing out trends in scientific research. To this end, an exploratory and descriptive study was developed, with a quantitative approach and based on secondary data from the Web of Science and Scopus, between 1994 and 2022. Bibliometric indicators pointed to 1808 different papers in 897 sources, with 18 citations per paper, and higher scientific productivity of U.S. (276), India (221), and UK (191), with production peaks in 2018 and 2021, suggesting the diffusion and contemporaneity of the research topic. The laws of bibliometrics were not met for this research subject, and dense networks of collaboration and co-citation among researchers were identified, mainly in four application domains, including supply chain, manufacturing, sustainability, and software development as corroborated by the word network. [ABSTRACT FROM AUTHOR]

Agriculture and its allied sector provide the livelihoods of vast rural areas in India. It also plays a vital role in the growth of developing countries like India. Rice, one of the primary components of Indian agriculture plays a significant role in the food security of the country and the world. However, it is stricken by many diseases that affect the quality and quantity of rice yield. This paper proposes a custom CNN architecture for detecting and classifying common diseases found in rice plants by reducing the number of parameters associated with the network. The proposed CNN architecture has been trained using a dataset of four types of common rice plant diseases. In addition, 1400 on-field images of a healthy rice leaf image dataset have been introduced in the paper for the detection of disease-free plants as well. Independent experiments were carried out with and without the inclusion of the healthy leaf image dataset. The performance of the proposed model is evaluated with the use of Stochastic Gradient Descent with Momentum (SGDM) and Adaptive Moment Estimation (Adam) optimization techniques using several performance matrices. Experimental results from the dataset for the classification of four rice plant diseases show that the model using SGDM optimization gives maximum accuracy of 99.66% and the model using the Adam optimization gives maximum accuracy of 99.83% on the test set in the 7th epoch respectively. However, the model with Adam optimizer performed better than the model with SGDM optimizer when the healthy leaf image dataset is included giving a maximum accuracy of 99.66% and 97.61% in the 7th epoch respectively. [ABSTRACT FROM AUTHOR]

For the very first time, on 22-March-2020 the Indian government forced the only known method at that time to prevent the outburst of the COVID-19 pandemic which was restricting the social movements, and this led to imposing lockdown for a few days which was further extended for a few months. As the impact of lockdown, the major causes of air pollution were ceased which resulted in cleaner blue skies and hence improving the air quality standards. This paper presents an analysis of air quality particulate matter (PM)2.5, PM10, Nitrogen Dioxide (NO2), and Air quality index (AQI). The analysis indicates that the PM10 AQI value drops impulsively from (40–45%), compared before the lockdown period, followed by NO2 (27–35%), Sulphur Dioxide (SO2) (2–10%), PM2.5 (35-40%), but the Ozone (O3) rises (12–25%). To regulate air quality, many steps were taken at national and regional levels, but no effective outcome was received yet. Such short-duration lockdowns are against economic growth but led to some curative effects on AQI. So, this paper concludes that even a short period lockdown can result in significant improvement in Air quality. [ABSTRACT FROM AUTHOR]

The state of prisons in India is poor, especially in relation to overcrowding, healthcare and sanitation. The issue of medical facilities and adequate treatment was brought to light by the Covid-19 pandemic, where over - crowding led to a failure of compliance with the prescribed social distancing norms. This paper deals with the state of prisons in India, highlighting the impact of the pandemic and examining associated changes in incarcer - ation rates. It analyses relevant Supreme Court orders and the effects of alternative house arrest and other state measures. In conclusion, the paper discusses the measures recommended by the United Nations to alleviate the impact of the virus on prisons. [ABSTRACT FROM AUTHOR]

Education acts as an important catalyst for socioeconomic and democratic evolution in society and is a critical tool for building an equitable system. In our paper, we have historicized one of the most important educational policies, viz. Samagra Shiksha Abhiyan (SAMSA) in India that carries large expectations to minimize the educational divide. We have studied the policy through the lens of Political Economy and have further critiqued it through the framework of Critical Discourse Analysis. We find in our paper that the budget allocated to SAMSA was revised in 2022, from its preceding years with a 28 per cent slash. We critically reflect on the principles mentioned in the policy and find that although there has been an attempt to mitigate the hazards of banking education the ‘Public-Private Partnership’ initiative reinforces struggles for equitable education, and further, the privatization sets the government free from any accountability. Moreover, a constitutional right like the Right to Education (RTE) is not sufficient enough to meet the goals of universalisation of education. Besides, we analyse the principles such as ‘Education for All’, ‘Equity’, ‘Equal Opportunity’, ‘Access’, ‘Gender Concern’, ‘Centrality of teacher’, ‘Moral Compulsion’, and ‘Convergent and integrated system of education management’, and argue that although some of the facets of societal structural inequalities are addressed, however, there exists hardly a proper roadmap that could be monitoring the process of creating an inclusive educational paradigm. [ABSTRACT FROM AUTHOR]

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Objective: The high-cited publications (HCPs) (with 50 or more citations) on orthopedic research from India were analyzed on various parameters. Methodology: The HCPs that were published between 2002 and 2021, on the Indian orthopedic research and indexed in the Scopus database were evaluated on various parameters. A network analysis was used to evaluate and visualize the collaborative interaction among the most productive organizations, authors, and keywords using VOSviewer and Biblioshyn software. Results: Of the total 4606 publications, 179 (3.88%) were HCPs, that were cited 22767 times (averaging 127.19 citations per publication). An external funding was received in 24.58% of publications and 36.87% of publications had an international collaboration. The most productive organizations were the Indian Institute of Science - Bengaluru (n = 11), All India Institute of Medical Sciences - New Delhi, and Amrita Institute of Medical Sciences - Kochi (n = 8 each) and the most impactful organizations in terms of citations per paper and relative citation index were Vellore Institute of Technology - Vellore, TIET - Patiala, and Lovely Professional University. The most productive authors were K. Chatterjee, D. Lahiri, and R. Vaishya. The most impactful authors were P. Mukherjee, S. Rajasekaran, and J. N. Babu in terms of citations per paper and relative citation index. Delhi was the epicenter of research and publications (n = 27). Material science and medicine contributed the largest number of publications (n = 77 and n = 73), followed by Engineering (n = 51). Treatment and clinical studies accounted maximally (24.58% and 8.38%) and hydroxyapatite (n = 40) was the most significant keyword appearing in the literature. Conclusion: This study provided an insight into understanding of research status including trends identified and studied the most influential contributions and performance of Indian organizations and authors and indicated broad and narrow subject fields contributing to this medical specialty. It gives some ideas about past, present, and future hotspots in research. [ABSTRACT FROM AUTHOR]

Childhood and time constitute key sites of regulation for nationalist authoritarian regimes. However, the influence of time on contemporary nationalist discourses of childhood located in the Global South remains an underresearched area. This paper critically analyzes two spectacles involving Hindu nationalist Indian Prime Minister Narendra Modi and secondary school students on the occasions of Teachers Day 2014 and 2015. Temporal language, markers, and symbols rooted in discourses of colonialism/Orientalism, Brahminical Hinduism, and capitalist development are deconstructed to show how nationalist constructions of childhood can penetrate deep into the everyday lives of particular children who are deemed worthy to serve their nation. The paper concludes by highlighting specific ways in which time and temporality are weaponized to reproduce and legitimize a social hierarchy of childhoods that is necessary to sustain Hindu ethno-religious nationalism. [ABSTRACT FROM AUTHOR]

Temporality is recognized as critical to the understanding of childhoods by contemporary scholars of childhood. This paper explores the varying temporalities through which marginal childhoods (and their educational inclusion), particularly those situated in contexts of temporary internal migration, are constructed in the Indian context. Drawing on ethnographic data from the city of Bangalore, this paper problematizes how dominant ideals around migration, childhood, and schooling frame migrant children's lives through linear temporalities. Furthermore, the paper argues that policy interventions that ostensibly include migrant childhoods do not engage critically with the politics of linear temporality which, in turn, is central to the exclusionary dynamics of migrant children's schooling. [ABSTRACT FROM AUTHOR]

The impact of COVID-19 on the Global scale is tremendously drastic. There are several types of research going on across the world simultaneously to understand and overcome this dire pandemic outbreak. This paper is purely a statistical study on a distinct set of datasets regarding COVID-19 in India. The motivation of this study is to provide an insight into the rapid growth of confirmed COVID-19 cases in India. The rapid growth of COVID-19 cases in India started in March 2020. The main objective of this paper is to provide a solid statistical model for the policymaker to handle this kind of pandemic situation in the near future with nonlinear data. In this paper, the data was got from 1st April to 29th November 2020. To come up with a solid statistical model, various nonlinear data such as confirmed COVID-19 cases, maximum temperature, minimum temperature, the total population (state-wise), the total area in km2 (state-wise), and the total rural and urban population count (state-wise) have been analyzed. In this paper, six different Generalized Additive Models (GAM) was identified after a thorough analysis of other researchers' (Xie and Zhu, 2020; Prata et al., 2020) findings. In all perspectives, the results were identified and analyzed. The GAM model regarding total COVID-19 confirmed cases, total population, and the total rural population provides the best average fit of R2 value of 0.934. As the population value is quite high, the author has concise it using logarithm to provide the best p -value of 0.000542 and 0.001407 for a relation between the total number of COVID-19 cases regarding the total population and total rural population respectively. [ABSTRACT FROM AUTHOR]

An increasing number of organizations are encouraging and accepting the research information management system in the institute level to assess the research progress of the organization and bring out a report on scholarly communication activities. Open and commercial product on the Current Research Information System (CRIS) is emerging in the last decade. The Directory of Current Research Information system listed 25 CRIS system across European countries. The European Current Research Information System (euroCRIS) support the CRIS thought the European countries through the conference, working group and pioneer in the advocacy since 2002. This paper considers the recent development in the CRIS related activities around the world and recent progress in India. This paper describes the various challenges to setting up the RIM for the higher education institutions including identification of nodal officers, collecting faculty profile information, retrieving scholarly communication activities from internal and external sources, etc. Also, discuss the training programme to the nodal officer level and institute level to promote the academic identities and their importance. The paper also discusses the impact of the IRINS in the higher education system in India and its use case with different stakeholders such as students, scholars, faculty members, scientists, research administrators, funding agencies and policymakers, etc. [ABSTRACT FROM AUTHOR]

Background: Nurses’ oral case presentation is a core clinical communication skill with distinctive linguistic qualities that require specific language training. The present paper is a user feedback analysis of a start-up Mobile Assisted Language Learning application (MALL app) developed and implemented to provide English language training to improve Oral Case Presentation (OCP) of student nurses pursuing baccalaureate degrees from a nursing college in South India. Objective: The aim was to develop and test an Android based OCPMALL application for user acceptability and effectiveness in improving OCP performance and decreasing the perceived language difficulty. Methodology: Sixty-two student nurses from a reputed nursing college in Chennai, South India, using Android mobile phones participated in the study. All the participants were given access and instructions on the use of OCP-MALL app. A comparison of pre and post-test of perceived level of language difficulty and OCP pre and post score along with users’ acceptance were collected. Results: The users’ acceptability showed that all participants rated the clarity in reading the text with highest mean score of 8.29 and std of 1.276, simplicity in navigation – moving to next page with next highest mean score of 8.19 and std of 1.526, clarity in text application layout with a mean score of 8.14 and std of 1.497 and user friendliness of the application with a mean score of 8.13 and std of 1.393. Conclusion: This startup OCP-MALL app user satisfaction feedback proves that Indian ELT trainers can create cost-effective and need-based m-learning applications. [ABSTRACT FROM AUTHOR]

In a survey conducted in the year 2020, we came to know that India's around 50% of population includes young people of the age group of 25 and students. Guiding this young mass in the right way and strengthening their future is a huge responsibility put over the head of the elder citizens of India such as their parents teachers and professors. This paper aims to build a model that can predict the students' competency level and the risk factors or the fields where he needs to put their effort to improve themselves, and this model also helps the parents, professors and Educational institutes to know about their children's and students in which zone they stand, are they ready to compete with others. This analysis is done by using different ML bifurcation algorithms. Also we aim to find the best classifier which can emerge with the highest predicting accuracy among all other classifiers to the above-said problem. The accuracy of 88.5% is achieved through the proposed machine learning algorithm for particular education datasets which have been taken into consideration. [ABSTRACT FROM AUTHOR]

Forensic linguistics involves the scientific examination of language as evidence in criminal investigations, gaining global importance. However, in India, this field is relatively new and needs substantial research and development. This paper provides an overview of forensic linguistics, discussing its historical development, practices, and advances worldwide. It highlights current issues and scope in the multilingual context, underscoring the potential applications in criminal investigations, the judiciary, and the need for interdisciplinary collaborations. It emphasizes the need for a speech database to support research in forensic linguistics. It discusses the use of English within the legal domain and highlights the necessity of conducting research on courtroom proceedings and legal writing. It proposes the translation of Court judgments into regional languages to eliminate language barriers and increase transparency in the judicial system. It charts the future direction for forensic linguistics in India, urging investment in research and development to promote this emerging field. [ABSTRACT FROM AUTHOR]

Sustainability issues at the interface of science, policy and practice are complex and in an urgent need of sound interventions. Producing science without assessing the nature of the conservation challenge can result in science getting undervalued and even ignored. While several models have been developed, they do not provide a blueprint for action. Without adequate guidance, the approaches adopted by stakeholders may be out of touch with the nature of the problem and may result in suboptimal outcomes. What are the types of sustainability challenges in the place-based, knowledge-action interface and how to tackle them? To address this gap, we build on scholarly work, to classify sustainability challenges into four idealized categories: namely, knowledge gap, multifaceted, hegemonic alliance and wicked problem. Then by assimilating insights from sustainability science studies we show that it is possible to suggest a suitable approach to these problems. Using this framework, we analyze case studies from India and show how it can enhance the ability of actors to tackle real-life sustainability issues. The unique contribution of this paper lies in constructing a schematic process for diagnosis and intervention when confronted with complex sustainability challenges. Future studies can further test, expand and refine this framework to make it more comprehensive and practice-based. • Often stakeholders operating on the science, policy and practice interface (SPPI) have to tackle complex issues. • While SPPI models have been deliberated, what is lacking is a consolidation of the SPPI problems and approaches. • By building on existing scholarship we developed a conceptual framework to aid in diagnosis and intervention. • Using this frame, we analyse ten sustainability case studies from India and show the potential of this framework. • We opine that this conceptual framing can guide SPPI stakeholders to make their interventions more impactful. [ABSTRACT FROM AUTHOR]

Introduction: The Transplantation of Human Organs Act (THOA) provided legal status to brain death as a form of death in 1994. However, even after three decades, the deceased organ donation rate in India stands at a mere 0.52 per million population, crucially due to a lack of brain death awareness, and an absence of institutionalized protocols for deceased donations. Objectives: By taking the case of the state of Haryana, this article seeks to understand the existing state of brain death awareness among professionals working in the medical community, and identify the implementation challenges that would be involved in instituting a state‑level policy for donations from deceased persons. Materials and Methods: This paper adopts a qualitative approach, utilizing in-depth interviews with doctors in the districts of Rohtak and Charkhi Dadri in Haryana, and transplant coordinators across the state to gather a nuanced understanding of the issue. Results: The research finds that brain death awareness is lacking among doctors, along with the necessary resources for brain death declarations to become practice. There is also an evident district-wise variation in the responses of doctors when it comes to the potential challenges of instituting a brain death declaration standard operating procedure. It offers recommendations for improved implementation of organ transplant policies and scaling up of deceased donations. Conclusion: To unearth the potential that deceased organ donation holds, some immediate measures that can be taken include mapping all the functional organ retrieval facilities across the state and their closest civil hospitals or postgraduate medical institutions with trauma centres, and focusing on the sensitization of the medical functionaries with respect to brain death and its identification. [ABSTRACT FROM AUTHOR]

In 2014, the Indian state revised a key program providing aids and appliances to disabled people to also include cochlear implants for children living below the poverty line. The program is remarkable in its targeting of the poorest of the poor to provide them with expensive technology made by multinational corporations and its development of new surgery and rehabilitation infrastructures throughout India. Based on interviews and participant observation with key stakeholders, this paper argues that in focusing only on "a right to hearing" and on cochlear implants as a solution for deafness, health care practitioners ignore the complex work required to maintain cochlear implant infrastructures, as well as the advocacy work done by disability activists in India and internationally to transform existing political, economic, educational, and social structures. Since cochlear implants are the "gold standard" in intervening on hearing loss and increasing numbers of countries in the Global South have started state-funded cochlear implant programs, an exploration of India's program provides an opportunity to analyze both the importance of infrastructure and the need to combat ableism within structural competency frameworks. Disability justice is part of structural competency. Ultimately what is at stake is expanding health practitioners' ideas of what it means to maximize potential, particularly in the face of new technological interventions around disability. [ABSTRACT FROM AUTHOR]

The Internet, which was introduced to the Indian public in the mid-1990s, has become the dominant means of communication and revolutionizing the communication environment like nothing before. As a result, Internet demand in India is increasing at a tremendous rate; in the year 2019-20 alone, 190 million new Internet users were added. Due to this, Internet-penetration in the country surpassed the mark of 40 percent in the same year. The main aim of this paper is to assess the pattern and rate of diffusion of the Internet in India in order to contribute towards the larger dialogue on managing the services and evaluating the impact of Internet on various aspects of socio-economic dimensions in India. The study uses S-shaped growth curve models, logistic, Gompertz, and simple modified exponential ones, for the same. We find that India is likely to achieve universal Internet access by the year 2028-29. Thus, 2028-29 may be a turning point in the socio-economic trajectory of the country. Further results, implications and future research scope are also discussed. [ABSTRACT FROM AUTHOR]

Environmental policy debates often get polarized along binaries of environment versus economic development or conservation versus rights. Sustainability scientists and practitioners generally suggest finding common grounds as a pathway for building consensus among the diverse perspectives involved in polarized environmental policy discussions. This paper takes a critical stance towards such calls for common grounds by calling attention to the implicit assumptions that underlie these discourses. We study the case of the Forest Rights Act (FRA) in India, which has polarized the forest policy discourse between conservationists and rights activists in India. We examine scientific publications on the FRA using discourse and framing analysis and show that scholarly discourses on FRA lie along a spectrum characterized by underlying epistemic and normative practices. We identify five groups of scholars based on the unique positions they have taken on FRA: a) advocacy-centric, b) welfare-centric, c) community-centric, d) dialogue-centric, and e) techno-centric scholars. We find that negative framings of the forest dweller community lead to scientific endorsement of policy prescriptions that empower socio-political institutions that are external to these communities. We argue that scholarly calls for common grounds often assume uniform or neutral framings for the stakeholders involved. We conclude that recognizing the polarization spectrum in environmental policy discourses can help us move towards pluralistic approaches to environmental governance. • Scientific polarization on Indian forest policy discourses lies along a spectrum. • Epistemic and normative practices shape scientific positions on forest policies. • Negative framings of traditional communities tend to empower external institutions. • Calls for dialogue often do not specify framings for the stakeholders involved. • Recognize the polarization spectrum for enabling pluralistic environmental governance. [ABSTRACT FROM AUTHOR]

India has a large population of women in the reproductive age group of 10-50 years. Since menstruation is linked with the child-bearing capability of women, maintaining proper menstrual hygiene-practices is of vital importance. This research paper has explored the menstrual-related hygiene practices of women in the lower-income bracket, with particular reference to the usage of disposable sanitary napkins during menstruation in the Indian context. The study uses Smart PLS to analyze inter-linkages among educational awareness, healthcare facilities, and usage of sanitary napkins. Both the variables were found to have a significant impact on the usage of sanitary products during menstruation. The findings of this study suggest that improved educational awareness and better healthcare facilities can enhance the usage of sanitary napkins. It will pave the way for policy guidelines needed to improve the health conditions of women in lower segments of society. [ABSTRACT FROM AUTHOR]

This is an age of social inclusiveness; it started with widows, women's education, and constitutional rights of differently-abled, and last comes the Queer community. Even during this 21st century many ethnic groups have been ostracized and stigmatized on the grounds of race, sex, appearance, physic, etc., Stigma happens when an individual or a group doesn't fall under the societal norms or structure, which has been created or framed by the society itself based on preponderance identities or behaviors. Those who don't fall under this social structure will be stigmatized. Stigma is nothing but discrimination based on various reasons. The consequence of stigmatization has a long list, a group of people or an individual who undergo this stigmatizing will face severe mental and health issues. By denying their basic rights the society is denying their existence and being itself. This paper specifically going to integrate the lives of the transgender community, a marginal who has been ostracized for ages, whose rights have been denied for centuries, and who wants to denounce their rights for food, shelter, clothe education, and health services at this modern era. Literature gave way to exposing this marginal community through their writings which are still in an inborn state. 'Trans' community's existence deviates from country to country according to their culture and tradition. In India still, they were excluded because of not being inside the binary system (gender identity) and societal structure. The object of this article is to describe the stigma of social inclusiveness in the transgender community in compliance with Revathi's "Truth about me" and Live Smile Vidya's "I am Vidya: A Transgender's Journey". The paper aims to bring forth the stigmatization of the transgender community and their agony because of social exclusion and the current furtherance of their community rights in India. [ABSTRACT FROM AUTHOR]

This paper examines India's minor industries. This paper's main argument emphasizes the value of small businesses and their contribution to the economy. Despite their significance, tiny businesses pollute and deal with a variety of issues, both significant and petty. Technical and financial concerns can be solved internally, but external issues like adherence to laws and regulations need to be effectively managed. This essay aims to provide some light on the environmental performance of small manufacturing sectors. Focusing on "a sustainable vision," or a trade-off between economic growth, profitability, and a sustainable environment, an attempt is made to address some measures that can improve environmental quality within these tiny enterprises. [ABSTRACT FROM AUTHOR]