Search

The paper seeks to examine the broad trends in research on post-merger customer satisfaction, loyalty, and service quality in the banking sector. It identifies the top contributions to the body of knowledge in the sector in terms of authors, journals, countries, and institutions by examining the relevant literature in this area. The 189 research publications under analysis have a combined 455 authors, with more multiauthor studies than single-author ones. India has the most (111) publications in the dataset, while China has received the most citations overall. Graphic Era (Deemed to be University) from India is the leading research contributor in this area. The network visualization exercise also showed a substantial level of international cooperation in this field. [ABSTRACT FROM AUTHOR]

The scholarship and discussion on urbanization and urbanism are restricted to the exploration of a few metropolitans and global cities. In this way, especially in India, several cities and towns do not fit into the understanding of knowledge produced from metropolitan or large cities. Taking the case of Dharamshala a small town in the Western Himalayas, this paper discusses how debate and conceptualization of urban processes, level of urbanization and scale of economies bypass thousands of small towns not only in India but across the global South. The paper draws attention to the categorization of the urban into small and big, metropolitan and non-metropolitan, unable to provide a comprehensive theory or concept to conceptualize activities and processes that coexist in binaries. Employing an ethnographic approach it discusses the ambiguous statistical criteria, infrastructural facilities, social and cultural dynamics, informality and illegality of Dharamshala. Building on this, the paper asserts that small towns and big cities have a lot of similarities in processes and activities, they may be different from each other at the level of size and scale. Drawing any kind of hierarchy among cities and towns that have the foundation in size (population and geographical) and scale (economies) and positioning them in 'subaltern' positions does not produce a comprehensive framework nor contribute to Southern urban theory but position small towns in between position of metropolitan's cities and urban theories. Noting such debates and discussions, the contribution opens a fresh perspective to study small towns beyond their size and scale and focuses on the processes and activities that contribute to an understanding of Indian urban transition, thereby expanding Southern urban theories. [ABSTRACT FROM AUTHOR]

Till now, studies have determined the existence of process innovation using survey data; however, in this paper, we use secondary data to empirically establish its presence in low-tech industries. Our empirical approach consists of data envelopement analysis in the first step followed by regression analysis in the second step. We use a cross-sectional dataset, i.e., Annual Survey of Industries, 2017–2018 for our study. Our results suggest that among Indian low-tech firms, investment in computer equipment and software is the most popular strategy to trigger process innovation followed by investment in plant and machinery. We find that these factors have a greater impact on firms that export products and import inputs, than on firms that export products but do not import inputs. In other words, the export-import orientation of firms induces a differential impact of these factors on process innovation. One policy implication from the study is that government should encourage and incentivize low-tech firms to improve the capabilities of its labour force. This is the first paper in the Indian context that uses secondary data to empirically determine the existence of process innovation in low-tech industries. [ABSTRACT FROM AUTHOR]

Gross Domestic Product (GDP) is significant for measuring the strength of national and global economies in urban profiling areas. GDP is significant because it provides information on the size and performance of an economy. The real GDP growth rate is frequently used to indicate the economy's health. This paper proposes a new model called Pearson Correlation-Long Short-Term Memory-Recurrent Neural Network (PC-LSTM-RNN) for predicting GDP in urban profiling areas. Pearson correlation is used to select the important features strongly correlated with the target feature. This study employs two separate datasets, denoted as Dataset A and Dataset B. Dataset A comprises 227 instances and 20 features, with 70% utilized for training and 30% for testing purposes. On the other hand, Dataset B consists of 61 instances and 4 features, encompassing historical GDP growth data for India from 1961 to 2021. To enhance GDP prediction performance, we implement a parameter transfer approach, fine-tuning the parameters learned from Dataset A on Dataset B. Moreover, in this study, a preprocessing stage that includes median imputation and data normalization is performed. Mean Square Error, Mean Absolute Error, Root Mean Square Error, Mean Absolute Percentage Error, Median Absolute Error, and determination coefficient (R2) evaluation metrics are utilized in this study to demonstrate the performance of the proposed model. The experimental results demonstrated that the proposed model gave better results than other regression models used in this study. Also, the results show that the proposed model achieved the highest results for R2, with 99.99%. This paper addresses a critical research gap in the domain of GDP prediction through artificial intelligence (AI) algorithms. While acknowledging the widespread application of such algorithms in forecasting GDP, the proposed model introduces distinctive advantages over existing approaches. Using PC-LSTM-RNN which achieves high R2 with minimum error rates. [ABSTRACT FROM AUTHOR]

The objective of paper is to study a deep learning strategy for recognizing Indian Sign Language (ISL) using convolutional neural networks CNN. Sign language recognition has become a crucial tool for enhancing communication and accessibility for the deaf in India. ISL is a visual-gestural language used by the deaf population in India, and it is a visual-gestural language used by the deaf community in India. Gesture based communication Application is a characteristic language that involves various methods for articulation for correspondence in day-to-day existence. This paper presents a Programmed interpretation framework for token of manual letters in order in English communication via gestures. It manages pictures of uncovered hands, which permits the client to cooperate with the framework in a characteristic manner. In proposed system a deep learning model using CNN with ISL (Indian Sign Language) Dataset is used. The model consists of preprocessing the dataset to extract features from the image, then train a CNN to recognize the signs and gestures with audio. Experimental results show that the proposed approach is capable of achieving accuracy in recognizing ISL signs and gestures with accuracy of 0.868, recall 0.856, precision 0.863, and F-score is 0.884 respectively. [ABSTRACT FROM AUTHOR]

Copyright of International Relations & International Law Journal / Seriâ Meždunarodnye Otnošeniâ & Meždunarodnoe Pravo is the property of Al-Farabi Kazakh National University and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Climate change is one of the most critical socio-economic and environmental problems in India. Although India's per capita emission is very low compared to other developed nations, the economic impacts are very high as millions depend on climate sensitive sectors for instance, agriculture and forestry etc. Given the above context, this paper discusses the status of climate change, its economic impacts, especially for agriculture and forestry, climate change and financial gaps and other climate policy initiatives in India. In addition, this paper also discusses the four aspects such as climate change and macro-economic impacts, distributional aspects, social cost of carbon, and finally finance and technological aspects. There arises an urgent requirement to conduct a vulnerability assessment for reducing future poverty and inequality associate to climate change in India. [ABSTRACT FROM AUTHOR]

The labor force participation rate of women in India has decreased despite economic growth, which has limited the advancement of their rights unlike in most other countries. This paper examines the determinants of labor force participation by gender in rural and urban areas using a probit model with data from the India Human Development Survey (IHDS) for 2011–2012 to analyze the factors that restrict workforce participation. The estimation results are presented below. First, the marital status of males, both rural and urban, has a significant impact on their participation in the workforce due to family support. In contrast, females face multiple restrictions based on marital, caste and religion, demonstrating that sociocultural factors have limited their participation regardless of regional factors. Second, in rural areas, the educational years of female workers negatively affect labor participation, but the constraints of marriage are weaker than in urban areas. Women in lower castes participate more in the rural labor force, which is interpreted as a result of their livelihood in the industrial structure consisting of agriculture. On the other hand, the caste system negatively affects female participation in urban areas. Finally, these results indicate that the low-labor participation of females is the result of a complicated process influenced by various factors, including regional effects and patriarchal cultural values in India. Therefore, it is necessary to provide employment opportunities and encourage economic incentives for more women to enter the labor market spontaneously, considering regional effects in policies, in order for women to emerge as one group of social leaders. [ABSTRACT FROM AUTHOR]

Purpose: This paper aims to provide an objective and comprehensive evaluation of the understanding of the professional code of ethics of Indian Professional Management Accountants in Business (PMAIBs). It further delves into their individual, job and organizational characteristics as determinants of their understanding of the code. Design/methodology/approach: This study relies on data from 247 responses to a survey-based questionnaire. Overall scores and sub-scores of the level of understanding of the code were calculated based on questions grounded in IESBA Code and ethical dilemmas. The drivers of these scores were then examined using one-way ANOVA, OLS, Probit and ordered probit regressions. Findings: This study found considerable heterogeneity in Indian PMAIBs' understanding of their professional code of ethics and substantial scope for improvements. PMAIBs were stronger in Application, Resolution and Threats but weaker in Theory and Principles. Further, PMAIBs who had ranked themselves higher on code-familiarity, had higher moral maturity, hailed from western India and worked for foreign-listed, foreign-owned firms were found to have a higher level of understanding of the code. Highly educated elderly professionals and professionals with more responsibility areas exhibited a lower level of understanding of the code. Research limitations/implications: Insights from the study can help professional bodies, employers and academics identify and segment PMAIBs based on their ethics-training needs and customize interventions, which can benefit businesses and society through reduced corporate ethical failures. Considering the risk implications of Indian PMAIBs' inadequacies in understanding their code of ethics, the Indian professional accounting organization (ICAI-CMA) should mandate ethics in continuing professional development and expedite its long pending convergence with the IESBA code, a global benchmark for professional accountants. Originality/value: This paper assesses the understanding of the professional code of ethics of PMAIBs, which is crucial yet amiss in the accounting ethics literature. While ethical decision-making is extensively researched, how well the professionals understand their code is yet unexplored. Research on PMAIBs, despite their unique ethical vulnerabilities and increasingly vital role in organizations, is still dormant. This study aims to fill these gaps by examining PMAIBs from India, an emerging economy under-represented in accounting ethics literature. India offers an important and rich setting for the study due to its large size, fast growth, deep integration with the global economy, high perceived corruption levels and poor ethical behavior of its firms. [ABSTRACT FROM AUTHOR]

Purpose: Based on positive organizational scholarship, this study aims to examine the role of faculty engagement in mediating the relationship between quality of work-life (QWL) and organizational commitment. The paper also analyses how spiritual leadership moderates the relationship between QWL and faculty engagement. Design/methodology/approach: The data was collected through structured questionnaires from undergraduate and postgraduate teachers working in various business schools across major cities in India. The sample was selected through the snowball sampling technique. The sample size was 486, and analysis was done through the structural equation modelling approach using the bootstrapping method. Findings: Findings indicate that faculty engagement mediates the relationship between QWL and organizational commitment among teachers. Furthermore, results show that educational institutions that practice spiritual leadership support higher positive psychological and emotional states of engagement. Research limitations/implications: The paper provides an integrated model of engagement, commitment and QWL through a study of mediation and moderation effects and adds value to the psychology and workplace spirituality literature. There is the future scope for further generalizations of the model in different geographical contexts to analyse the influence of other leadership styles. Practical implications: Furthermore, it would help educational institutions to design QWL strategies for engaging teachers psychologically, emotionally and cognitively by accelerating employees' positive emotions and behaviours. Finally, the paper shows implications for developing the QWL strategies to create a committed and engaged workforce through spiritual leadership. Originality/value: The paper contributes to the academic literature by investigating interrelationships among variables from a positive organizational scholarship perspective. The paper would help practitioners to comprehend the importance of spiritual leadership in educational institutions. [ABSTRACT FROM AUTHOR]

Miniaturization of electro-mechanical sensors and actuators has benefited from an advancement in CMOS technology over the years. However, miniaturization of audio speakers has seen considerable development only in the recent times. This paper reviews the developments in micro-electro-mechanical-systems (MEMS) audio speaker research and the initial commercial products available in the market. At first glance, it appears that the relatively slow development of MEMS speakers can be attributed to the fact that the principle of actuation has remained unchanged for several decades. Unfortunately, the physics behind audible sound production holds us back from exclusively adopting miniaturized speakers—sound pressure level is directly proportional to the area of the sound radiating surface. Nevertheless, researchers are continuing to explore new avenues for designing and developing MEMS speakers, without limiting themselves to the existing actuation principles. With newly discovered materials and improving technology, the research in MEMS speakers is gaining attention and new products are emerging. A speaker design based on piezoelectric actuation or electrostatics actuation is favorable at MEMS scale. Indian research community is also contributing to advances in MEMS speakers and near-ultrasonic devices. This paper reviews the development in MEMS audio speakers in India and in the world. The tabulated review findings aim to offer readers an overview of the development of micro-speakers and to provide guidance for designing new micro-speakers. [ABSTRACT FROM AUTHOR]

Purpose: Reference voltage or current generators are an important requirement for an analog or digital circuit design. Bandgap reference circuits (BGR) are most common way of generating the reference voltage. This paper aims to provide a detailed insight of design of a folded cascode operational amplifier (FC op amp) and a BGR circuit. The complete study flow from design to layout of the circuits on 180 nm semiconductor laboratory (SCL) process leading to bonding diagram for possible tape-out is discussed. This study work has been supported by MeitY, Govt. of India, through Special Manpower Development Project Chip to System Design. Design/methodology/approach: This paper provides a detailed insight in design of a FC op amp and a BGR circuit. The complete study flow from design to layout of the two circuits on 180 nm SCL process leading to bonding diagram for possible tape-out is discussed. Section 2 shows the design of FC op amp, beta-multiplier circuit and their simulation results. Section 3 describes the comparison of design of conventional BGR and the proposed BGR with other state-of-art BGR circuits. Section 4 gives the comparison of their performance. The conclusion is given in Section 5. Findings: The post-layout simulation of FC op amp show an open-loop gain of 64.5 dB, 3-dB frequency of 5.5 KHz, unity-gain bandwidth of 8.7 MHz, slew rate of 8.4 V/µs, CMRR of 111 dB and power of 25.5µW. Among the two BGR designs, the conventional BGR generated 693 mV of reference voltage with a temperature coefficient of 16 ppm/°C the other BGR, with curvature correction generated 1.3 V of reference voltage with a temperate coefficient of 6.3 ppm/°C , both results in temperature ranging from −40°C to 125°C. The chip layout of the circuits designed on 180 nm SCL process ensures design rule check (DRC), Antenna and layout versus schematic (LVS) clean with metal fill. Research limitations/implications: Slew rate, stability analysis, power are important parameters which should be taken care while designing an op amp for a BGR. Direct current gain should be kept higher to reduce offset errors. Input common mode range is decided by the operating temperature range. A higher power supply rejection ratio will reduce BGR sensitivity to supply voltage variations. Input offset should be kept low to reduce BGR error in reference voltage. However, this paper emphasis on the flow from schematic to layout using simulation tools. As part of the study, the bonding diagram for tape-out of BGR and FC design in the given SCL frame size with seal ring is also explored, for possible tape-out. Practical implications: Reference voltage or current generators are an important requirement for an analog or digital circuit design. BGR are most common way of generating the reference voltage. This paper provides a detailed insight in design of a FC op amp and a BGR circuit. The complete study flow from design to layout of the circuits on 180 nm SCL process leading to bonding diagram for possible tape-out is discussed. The chip layout of the circuits was designed on 180 nm SCL process ensuring DRC, antenna and LVS clean with metal fill using Cadence virtuoso and Mentor Graphics Calibre simulation tools. Social implications: BGR are most common way of generating the reference voltage. This paper gives a detailed insight of a BGR design using a folded-cascode operational amplifier. The FC op amp is biased using a beta multiplier circuit and high-swing cascode current mirror circuit. The paper discuss FC circuit design flow from schematic to layout. Originality/value: FC op amp is biased using a beta multiplier circuit and high-swing cascode current mirror. The paper discusses FC design flow from schematic to layout. The circuits were designed on 180 nm SCL technology with 1.8 V of power supply. The post-layout simulation show an open-loop gain of 64.5 dB, 3 dB frequency of 5.5 KHz, unity-gain bandwidth of 8.7 MHz, slew rate of 8.4 V/µs, CMRR of 111 dB and power of 25.5 µW. BGR were designed using FC op amp. The proposed BGR generated 1.3 V of reference voltage with a temperature coefficient of 6.3 ppm/°C in the range from −40°C to 125°C in schematic simulation. [ABSTRACT FROM AUTHOR]

The continuous requirement for pre-bleaching processes on kraft pulp, employing a range of compatible enzymes, aims to mitigate the pollution caused by chemical bleaching agents. In the present study, the laccase-producing bacterium Bacillus licheniformis BK-1 was isolated from the Bakreshwar hot spring in India and tested for laccase production using different lignocellulosic substrates. The isolate was found to produce maximum laccase (8.25 IU/mL) in the presence of rice bran as a substrate, followed by 5.14 IU/mL using sawdust over a 48 h period. Laccase production doubled when medium parameters were optimized using a central composite design. The bleaching of rice straw pulp was accomplished using a laccase, xylanase (previously extracted from the same bacteria), and laccase–xylanase mixture. The mix-wood kraft pulp treated with the enzyme mixture at pH 7.0 and 50 °C temperature for up to 180 min reduced the chlorine amount by 50% compared to the control. The results also revealed that the enzyme mixture improved the pulp's optical (brightness 10.39%) and physical (tear index 39.77%, burst index 22.82%, and tensile strength 14.28%) properties with 50% chlorine dose. These exceptional properties underscore the enzyme mixture's suitability for pulp pre-bleaching in paper manufacturing, offering a safer and more environmentally friendly process. [ABSTRACT FROM AUTHOR]

Purpose: This paper seeks to add a historical perspective to the contemporary debate concerning women's entrepreneurship in India. This study aims to explore the quantitative and qualitative research map of the research field of women's entrepreneurship. Through this exploration, the authors aim to portray the historical and contemporary factors related to women's entrepreneurship development in India, the problems and the opportunities. Future research opportunities are also identified based on the keyword analysis. Design/methodology/approach: The study uses a systematic literature review to analyze the historical and theoretical perspectives of women's entrepreneurship in India. The bibliometric analysis portrays the publication landscape, including the most popular journals, authors and countries, citation analysis and keyword analysis. The content analysis reveals the thematic clusters of the research field. Findings: The content analysis of the management literature on women's entrepreneurship reveals four primary clusters from the research: contextual embeddedness in women's entrepreneurship, reasons for starting a business, microfinance interventions and empowerment of women entrepreneurs and marginalization dynamics for women entrepreneurs in India's informal sector. The study also presents implications for policymakers and a women entrepreneurs' development framework. Originality/value: To the best of the author's knowledge, this study is the first to comprehensively analyze the management literature on women's entrepreneurship in India from a historical perspective. The study combines bibliometric mapping and content analysis for a holistic presentation of the research field of women's entrepreneurship in India and future research opportunities. [ABSTRACT FROM AUTHOR]

Purpose: This paper aims to analyse the factors influencing migration, the labour migration process and the status of migrant laborers in the informal sector, particularly those working in brick kiln factories. It will shed light on the precarious nature of their work, often characterized by informal and verbal contracts. The paper examines occupational and environmental health hazards affecting the labourers and their impact on their well-being, the vulnerability of women in the precarious work environment and the associated health risks in brick kiln factories in India. Design/methodology/approach: The study relies primarily on primary data collection, supplemented by secondary literature and documents. Balangir district was chosen as the research region due to its historical deprivation, underdevelopment and the historical prevalence of environmental distress, leading to distress-driven migration. To gather primary data, 40 respondents were selected from five selected blocks in Balangir district, resulting in a total of 200 respondents. In addition, in-depth interviews were conducted with 35 individuals across the selected blocks, with approximately seven participants from each block. In addition, interviews of 10 kids were taken and around 10 key informants including the trade union leaders, intellectuals and civil society activists. Findings: Migrant labourers, including men, women and children, face significant health issues and are exposed to similar occupational health hazards. Internal migrant women workers are more vulnerable as they face critical health risks during pregnancy in host areas due to unfavourable working conditions and limited access to health-care services. Factors such as strenuous work, long working hours, poor nutrition and inadequate maternal care contribute to adverse outcomes such as spontaneous abortion, premature delivery and abnormal postnatal development. Research limitations/implications: The brick kiln industry presents a distressing reality for men who are highly vulnerable to occupational accidents, and women workers are exposed to sexual abuse, exploitation and violence. The prevalence of physical harassment, ranging from leering to rape, is alarmingly high among women. These incidents not only inflict physical harm but also cause severe psychological trauma and increase the risk of sexually transmitted diseases. Despite the existence of laws aimed at protecting women's rights and addressing sexual offences, the workers often remain unaware of their rights. This lack of awareness further compounds the vulnerability of women workers and perpetuates their exploitation in the workplace. Practical implications: To address health issues comprehensively, interventions should encompass the entire migrant population, including men and children. Strategies should focus on improving access to health-care services, promoting occupational health and safety measures, ensuring proper immunization and nutrition for children and addressing the broader social determinants of health. Empowering women with knowledge about reproductive health and rights, raising awareness about available health-care services and strengthening health-care providers' capacity to cater to migrant populations are crucial steps towards addressing health disparities. Social implications: Urgent interventions and policies are needed to address the health vulnerabilities of internal migrant workers and women workers. It is required to ensure health-care accessibility, improving working conditions, ensuring access to maternal care and essential supplements and providing health-care services for both pregnant women and their children, regardless of migration status. Originality/value: The study focused on precarious health and occupational hazards and accidents faced by migrant workers. It highlights women migrant labourer's and children's vulnerability in the Brick Klin sector, which is a value addition to the existing knowledge in social science. [ABSTRACT FROM AUTHOR]

Irrespective of the branch of study, practical/laboratory courses are integral parts of engineering curriculum. These courses develop the knowledge, skill and attitude of the graduates. It is thus necessary to frame the laboratory experiments, to create a student centric learning environment and to have suitable assessment methodologies to enhance the cognitive, affective and psychomotor skills of the engineering students. This paper proposes a framework of the above three from the authors' perspective for a software laboratory. The proposed framework can be extended to the laboratory/practical with suitable modifications in the Course Outcomes. Also in this paper, a methodology is proposed for converting the scales into marks and also the formula for calculating the marks under various heads (record, viva voce and experiment) is given. Rubrics are defined for the Performance Indicators (PIs) as specified in the Examination Reform Policy of AICTE for the Program Outcomes (POs defined by National Board of Accreditation (NBA), India). [ABSTRACT FROM AUTHOR]

Purpose: This paper aims to examine Nigeria's dynamic output and output volatility connectedness with USA, China and India using quarterly data from 1981Q1 to 2019Q4. Design/methodology/approach: The study adopted the network approach of Diebold and Yilmaz (2014) and used the normalized generalized forecast error variance decomposition from an underlying vector error correction model to build connectedness measures. Findings: The findings show that the global financial crisis (GFC) increased the connectedness index far more than the 2016 Nigeria economic recession. The moderate effect of the 2016 Nigeria economic recession on the connectedness index underscores the fact that Nigeria is a small, open economy with minimal capacity to spread output shock. For both real output and its volatility, the total connectedness index rose smoothly and systematically through time, thereby leaving the economies more connected in the long run. Originality/value: To the best of the authors' knowledge, this paper is among the first to examine Nigeria's dynamic output and output volatility connectedness with the USA, China and India using new empirical insights from the GFC versus 2016 Nigerian recession. The study, therefore, concludes that the Nigerian economy should be diversified immediately as a hedge against future real output shocks, while the USA, China and India should maintain and sustain their current policy frameworks to remain less vulnerable to real output shocks. [ABSTRACT FROM AUTHOR]

The paper critically dissects the contemporary policy landscape and its ability to counter precarious work for construction workers in the Indian context. By focusing on the governance challenges faced by welfare institutions and the pre-existing fault lines exposed by the pandemic, the paper argues that social policies are languishing and inefficient to respond to the challenges of growing precarity. The paper uses Breman's conception of 'Footloose labour' to understand informality related to construction workers and Gilbert and Terrell's social policy analytical framework to understand the institutional response. The two major arguments that make the social policy languish are the inability of the policy to alter neoliberal employment relationships and the operational challenges that institutions face in implementing welfare schemes for many footloose labourers. Moreover, the situation is further exacerbated by inherent contradictions of the state which is entangled between promoting economic growth through neoliberal policies while consecutively ensuring labour welfare. If the Institutional challenges persist along with the persuasion of neoliberal reforms, footloose labour is only going to be further marginalized and pushed to limits. [ABSTRACT FROM AUTHOR]

According to researches, there are around 188 million unemployed people around the globe. We may find many job vacancies on job portals and across the internet to help the job seekers. India alone has more than a hundred job portals. One major issue people face here is that the job seekers are not sure if the employer is real or fake. Most of these portals do not have a system that could check if the employer, posting a job is real or fake. Scammers are making use of this opportunity to post fake job offers which might look genuine to the job seekers applying for it. This way the poor job seekers might lose a large amount of money and time. A best possible solution for this problem would be that the job portal itself being able to identify if the job being posted is real or fake. This paper suggests using a machine learning model to achieve this goal. The idea here is to use natural language processing to understand and analyze the job posting and then making use of a machine learning model to predict if the job posting is real or fake. The first step is to import a dataset which has real life real and fake job posting. In this project, Employment Scam Aegean Dataset provided by University of Aegean Laboratory of Information and Communication system Security is being used. This dataset contains 18000 samples containing real life job postings. Various text cleaning techniques like lemmatization, stop words removal and special characters and punctuation removal is done on the data. Once the text data is processed, various algorithms like Random Forest, Linear SVC, Gradient Boosting Classifier, Gaussian naïve Bayes classifier and XGB classifier is used to test the performance of the model. The best two algorithms with respect to the percentage of accuracy with which the models could classify real and fake job posting was taken into consideration. Random Forest and Linear SVC could give accuracy close to 98%. Both of these algorithms were tuned using GridSearchCV, a library function which is a part of sklearn's model selection package. After tuning, the performance of both these algorithms increased and Linear SVC gave a better accuracy score of 99%. Hence Linear SVC is being used in this project for predicting real and fake job posting on a job portal.. [ABSTRACT FROM AUTHOR]

Agricultural product costs play a significant part in the horticultural market. In India, vegetables, for example, tomatoes have the biggest supply and price variances among farming items. As tomatoes are grown around the year, outdoor and indoor, their yields change because of various factors, it is hard to settle tomatoes' inventory and costs. Although the Government puts numerous efforts to balance out the supply and costs of vegetables, continuous meteorological changes have prompted unstable supply and price fluctuations of vegetables. Accordingly, the right anticipating of vegetable costs is a significant issue. To oblige these, in this paper, an attempt has been made to dissect the costs and yield of tomatoes in India by utilizing a Machine Learning approach. This will unquestionably help the farmers and the Government if the anticipated costs are getting higher in the forthcoming months, then appropriate strategies can be made to diminish the costs of tomatoes. [ABSTRACT FROM AUTHOR]

Financial inclusion has done its best across the world to bring unbanked people to the mainstream of financial and banking services. However, the metamorphosis is slow and needs some shots in the arm. This paper attempts to explore ways to expedite the process of economic development of the poor through financial inclusion. A newer technology, Open API for banking (OAB), can support financial inclusion for economic development and the growth of the poor. There are two main reasons for the success of OAB. Many mobile-based applications use OAB. Therefore, OAB can easily piggyback on the success of mobile penetration. The meager cost and simple technology of OAB is another reason for its success, primarily when OAB is aimed at unbanked people of the world. Structured Equation Modelling is applied to successfully and empirically test the mediation role of OAB between financial inclusion and economic development of the poor. OAB is found to have complete mediation. This work is the only study that links OAB with financial inclusion and the economic development of the poor. OAB stands out among all the other digitalisation tools of financial services due to its exclusive features. OAB has considerable implications to expedite the execution of financial inclusion for the economic development of the poor. But, to extend its full impact on the economic development of the poor, OAB should be clubbed with financial inclusion as a policy. Otherwise, a good opportunity will remain confined mostly as an effective solution for digitalising payment services. The digital divide is supposed to be bridged by OAB. However, this paper has not addressed this issue empirically. Besides this, the synergetic effect of FI and OAB, which is strongly recommended in the study, needs empirical testing. Both the limitation of the study is the future scope of the topic. No other study was observed on the topic, where OAB is suggested to bridge the gap between financial inclusion and economic development of the poor. The study has immense potential to change the course of action of the policy on Financial Inclusion. Using the findings of the study, the policymakers can embark upon using the new innovative technology in a more concerted way for the social upheaval of the poor in India. [ABSTRACT FROM AUTHOR]

This paper seeks to design the least-cost delivery routes relating to the distribution of geotowns through the shortest distance matrix estimated by the multiple traveling salesman problems. We construct the initial distance matrix based on road distance considering all the nodes. Based on the adjacency matrix, we use the R package "sna" to calculate the different measures of centrality in the network. Next, we apply the traveling salesman problem to connect all the nodes at once for planning the trip in the proposed circuit. Finally, we use the Louvain community detection algorithm to cluster geotowns for better tourism planning and ease of travel. Based on the proposed geoheritage sites in Northeast India, the tourist spots may be organized and interconnected. This paper promotes and develops an approach to incorporating national geosites with national geoheritages and moves towards geoparks, keeping in view conservation measures of appropriate international impartial organizations. [ABSTRACT FROM AUTHOR]

The commercial surrogacy industry in India administers in a way where the women working as surrogate mothers live in surrogate houses. It is a space deliberately designed and run by either the fertility clinics or a third-party agency, where the surrogate mothers are required to stay for the entire gestation period. The surrogacy industry in India utilizes the vulnerability of couples who do not or cannot have children, in order to prepare valuable and docile bodies which can serve as a platform for accumulation of wealth. This paper draws from an ethnographic inquiry of the surrogate housing facilities functioning in two cities in India: Anand and Bengaluru. The paper will argue that the surrogacy industry in India produces geographies of carceral domesticity by deploying disciplining apparatuses governing the day-to-day mundane activities of the reproductive laborers. The medical experts often resort to the narrative that these women cannot be trusted with the safety of the babies they carry, hence, justifying their confinement in the surrogate house. Further, the possibility that the surrogate mothers may develop emotional attachments to the babies they carry, which in turn, will endanger the surrogacy arrangements, also runs through such narratives of regulation. [ABSTRACT FROM AUTHOR]

Religious conversion and marriage across communal lines have long been contentious in India. The contemporary debate on 'Love Jihad' – the Hindu Nationalist conspiracy theory that accuses Muslim men of waging a religious war by seducing and converting unsuspecting Hindu brides – exemplifies the simultaneously geopolitical and biopolitical anxiety that religious conversion inspires. In this paper, I focus on the case of Hadiya, a young woman from Kerala, who, in 2016, found herself remanded first to her university's hostel – as dormitories are called in India – and then to her parents' home as various courts debated on the authenticity of her conversion to Islam, and her marriage to a Muslim partner. Through an examination of media discourse and court records in this case, the paper argues that in 'Love Jihad', the domestic and the carceral are rendered inextricably intertwined through an affective politics that presents desire outside the bounds of caste and religion as geopolitically misoriented. Drawing on Sara Ahmed's work on the phenomenology of orientation, I focus on the intimate geographies of the hostel, which I argue exemplifies a site of carceral convergence between nation and family, in the management of the affective disorder associated with religious conversion. [ABSTRACT FROM AUTHOR]

MGNREGA was introduced in India in 2005 with the aim to improve the livelihood of rural Indian households. In 2012-13, around 156 million rural Indian households had an outstanding personal debt; 85% of the amount of credit being disbursed was given to those households in the bottom income decile for 'non-business' related purposes. This paper uses nationally representative household data from the NSS EUS collected in 2004-05 and 2009-10 to look at the impact MGNREGA has had on the rural households' ability to repay outstanding debt. Results suggests that MGNREGA reduced the size of the outstanding debts for vulnerable households. [ABSTRACT FROM AUTHOR]

The Indian economy is gradually curtailing its overdependence on currency-based transactions and thereby moving closer to digital and mobile-based payment transactions. The main objective of the paper is to provide an in-depth theoretical understanding of the Unified Payments Interface (UPI), its current pace of growth and the possible future penetration based on polynomial trendline projection, the possible challenges that limit future penetration, and the various strategies to overcome these challenges. The paper used the previous six years' UPI penetration statistics from 2016 to 2017 and established trends using polynomial trendline equation for the purpose of anticipating future penetration. The study also used statistics from published reports of the Reserve Bank of India (RBI) and the National Payment Corporation of India (NPCI) to draw meaningful conclusions on future UPI penetration. The study finds that the targeted one billion UPI transactions per day is achievable. The article contributes towards applied research by providing a decision-making tool to support policymakers, the government, and payment service providers, among others. Strategic applications of this research outcome include Unified Dispute and Issue Resolution processes, the RBI's lapse management, customer protection measures, UPI limit management, expansion of Internet user base and promoting digital financial inclusion in India. [ABSTRACT FROM AUTHOR]

Purpose: This paper gives a model of collusion formation and a method of measuring the degree of it among the traders/bidders in the agricultural commodity markets in India. The important assumption is that the bidding is repetitive with a set of common bidders. The theory has been derived based on the behavior of the wholesale market of agricultural commodities in India. The paper is based on full information in the collusion formation. The paper first derives the theoretical structure of the bidders' behavior and thereafter derives a measure of collusion formation with the help of real-life data. Design/methodology/approach: The paper used the standard theory of optimization and the theory of auction and probability statistics. Findings: This is a complete information model of cartel formation. The bidding is repetitive and continues forever in discrete time. Hence bidders behavior is observable. Using the proposed method, if the APMC measures for each market and publishes on a periodic basis, say weekly basis, then it will be easier to break the collusion in the market where relative collision is present. For example, if a farmer has three options to sell in three different markets, then the published data would help them to select the market where the degree of collusion is relatively lower. Moreover, the undesirable loss can be avoided based on the right choice of market. As a result, transaction costs will be optima. Originality/value: The paper first derives the theoretical structure of the bidders' behavior and thereafter derives a measure of collusion formation with the help of real-life data. [ABSTRACT FROM AUTHOR]

This paper provides a summary of the accounting history literature relating to India and provides suggestions for potential future research. The paper also identifies key events in standard setting between 1973 and 2023 and presents an exploratory analysis of the introduction of standard setting in India in 1977, highlighting both local and international factors influencing the process. Data Availability: Data are available from the public sources cited in the text. [ABSTRACT FROM AUTHOR]

Entry of children to primary schools in India marks a sudden shift in the pedagogical approach as play-based pedagogy gives way to formal instruction. This paper argues that children's play motives do not subside when they enter school, rather play takes a more mature form and represents a strong linkage between their thought and reality. The recently introduced National Education Policy 2020 in India mandates a large-scale achievement survey at the age of 8, the fear is that this will lead to formalisation and academisation of early schooling. The paper presents a case study of a school in rural India that follows a play-based pedagogy in the primary years. The study uses dialectical-interactive approach for data collection and analysis. The analysis shows that play creates a pedagogic opportunity for the teacher and children to engage with each other's motives thus creating a shared 'object of activity' that ensures children's motivated engagement in their learning. [ABSTRACT FROM AUTHOR]

Widowhood, in Indian society, is a dreaded condition of a woman after the death of her husband. It is an imposed performance that entails a set of ritualized practices and behavior to mark her transition to the state of a woman without. On many occasions, this state is ensured and maintained through multifarious rituals and practices, which range from restrictions on mobility, choices, and desires to injunctions on clothes, bodily demeanor, and food. This physio-social exercise of control and restraint alludes to a framework of religio-cultural discourse that renders widows as social and sexual non-beings. The present paper attempts to understand the state of widowhood through the analysis of two short stories in the collection, The Anger of Aubergines (1997) by Bulbul Sharma from the perspective of food. Food and eating, being the elementary aspects of everyday life, become important signifiers in studying the deprived state of widowhood. The paper intends to unpack the politics behind the imposition of a curriculum of gastronomic injunctions and food taboos on Hindu upper-caste widows. Further, the paper conceptualizes the appetite of widows as a subversive category not only in challenging the gender discourses behind their oppression but also in exonerating their status as desireless beings. [ABSTRACT FROM AUTHOR]

The aim of the paper is to analyse the extent to which digital payments in India have diffused since its introduction around 2010. The paper measures diffusion in terms of the rates of growth of digital payments in both volume and value terms and then employing the sectoral system of innovation framework to identify the factors that are crucial for its faster diffusion. The paper shows that despite its existence for more than a decade, digital payments have not diffused in value terms. The main factor identified for its slower diffusion is a decline in the rate of growth of real per capita income. [ABSTRACT FROM AUTHOR]

India's food processing industry is a sunrise sector and can scale new highs to supply good quality, nutritious, hygienically-produced and packed food products to the consumer and ensure better income for the growers. Rising incomes and a demand for healthy, packaged food ensure its sustenance without fear of recession. In India, this industry has a dualistic structure - organized and unorganized. There is substantial marketing importance of this industry. However, the extent of processing is still at a nascent stage, and the supply chain gaps and losses are the biggest challenges faced by the industry in India. The objective of this paper is to analyse different aspects of food processing industry in India and covers its importance, growth, potential, problems, and government policy. In the end, the paper carried out the SWOT analysis and offers a few policy steps required for exploiting opportunities that lie ahead food processing industry. [ABSTRACT FROM AUTHOR]

Road Roughness/Unevenness is an important parameter for the evaluation of the surface condition of a road. Roughness affects the vehicle operating cost, speed, riding comfort, safety, fuel consumption, and tire wear and tear. Every road user desires to have a smooth and comfortable riding. Roughness measurement is an important activity on highways based on which maintenance decisions are taken. IRC (Indian Road Congress) manual specifies roughness measurements to be taken at every 6 months on highways and based on the roughness index the functional overlay requirements are decided on highways. Roughness measurements using profilometers, namely Rod and Level, Dipstick, Merlin, Profiler, LiDAR, etc., give detailed surface profile measurements but are time-consuming. An alternative to profilometers is Response Type Road Roughness Measurement Systems (RTRRMS) which are installed on vehicles and measure how the vehicle responds to the pavement profile. A car-mounted fifth wheel Bump Integrator developed by CRRI in India is commonly used to measure roughness. The fifth wheel bump integrator system works through mechanical instruments producing 'bumps,' a binary, 'true or false' information, instead of 'range based' analog information produced by digital accelerometers commonly found in smartphones. Due to the difficulty in the calibration process, towing for longer distances, and complexity in recording, analyzing, and possible manual errors in recording the data, Cell Phone-based systems are becoming popular for their simplicity in measuring roughness using accelerometers embedded in the cell phone. RoadBounce is one such technology using Cell phone-based mobile Apps to measure roughness. This paper intends to present the findings of testing and evaluation of App-based roughness measurement technology for its accuracy and usability using different vehicles and mobile phones under different speeds, tire pressures, gradients, etc. [ABSTRACT FROM AUTHOR]

Background: The term "Telemedicine" is being used in the medical and health sector to treat patients and to provide medical guidance remotely. The intellectual output from India in terms of publications was harvested from Scopus® with the keyword "Telemedicine" and analyzed by using bibliometric techniques. Methods: The source data was downloaded from the Scopus® database. All the publications on telemedicine and indexed in the database up to the year 2021 were considered for scientometric analysis. The software tools VOSviewer® version 1.6.18 to visualize bibliometric networks, statistical software R Studio® version 3.6.1 with the Bibliometrix package Biblioshiny® were used for analysis and data visualization, and EdrawMind® was used for mind mapping. Result: India contributed 2,391 (4.32%) publications on telemedicine to a total of 55,304 publications worldwide until 2021. There were 886 (37.05%) papers that appeared in open access mode. The analysis revealed that the first paper was published in the year 1995 from India. Steep growth in the number of publications was observed in 2020 with 458 publications. The highest, 54 research publications, appeared in the "Journal of Medical Systems." The All India Institute of Medical Sciences (AIIMS), New Delhi, contributed the highest number of publications (n = 134). A considerable overseas collaboration was observed (USA: 11%; UK: 5.85%). Conclusions: This is the first such attempt to address the intellectual output of India in the emerging medical discipline of telemedicine and has yielded useful information such as leading authors, institutions, their impact, and year-wise topic trends. [ABSTRACT FROM AUTHOR]

The present paper studied the impact of educational inequality on child mortality in the states of southern region of India during the period 1991 to 2019. The study applied the Gini coefficient technique to investigate the education inequality in each state of the region. The paper observed the highest educational inequality in Andhra Pradesh while the lowest in Kerala among the states. However, such educational inequality is highest in the rural areas as compared to the urban areas in each state. The improvement of the average years of schooling contributed to the reduction of education inequality in the region. The study observed that the reduction of education inequality leads to the growth of per capita NSDP in each state of the region. Similarly, the expansion of education sector leads to reduction of child mortality rate in each state of the region. [ABSTRACT FROM AUTHOR]

Background: Teenage pregnancy is a concerning public health problem in India. Misperception and misunderstanding about pregnancy and its preventive methods lead to pregnancy when adolescents are involved in unsafe sexual intercourse. This scoping review aims to discuss the evidence on the perception, practices, and understanding related to teenage pregnancy among adolescent girls in the Indian context. Method: The Arksey and O'Malley scoping review framework and Joanna Briggs Institute Reviewers' Manual were used for the scoping review. The Population, Concept, and Context strategy (PCC) ensured the review questions, eligibility criteria, and search strategy. The Systematic Review and Meta-analysis: Extension for Scoping Review (PRISMA-ScR) was used. A literature search was done using electronic databases by specific keywords such as "teenage", "adolescences", "pregnancy", "perception", "knowledge", "awareness", etc. Relevant grey literature was identified through further searching. The review included studies that fulfil inclusion criteria having female adolescent groups aged from 10 to 19 years in the Indian context between the years 2000 and 2021. Result: We found 40 eligible studies; more than half of these were from southern (35%) and northern (27.5%) regions, and studies from the rest of India were very sporadically distributed. Most studies (72.5%) were published in the last 10 years. The relevant extracted data from individual studies were synthesized and presented in the two major sections, perception, practices, and the second one, understanding and experiences among teenage girls. The understanding of pregnancy and teenage pregnancy-related preventive methods was detailed analysis in about 72% of papers whereas other aspects, such as perception (22.5%), practices (25%), and experiences (7.5%) were discussed in the remaining papers related to pregnancy among adolescent girls. Conclusion: Evidence in the selected studies shows that understanding and practices are the major areas that were primarily explored, where perception, practices and experiences are the topics that are relatively less investigated. Literature synthesis derives misconception, lack of understanding, and practices without knowing the consequences are the key factors responsible for early pregnancies. Future interventions like increasing awareness, providing comprehensive reproductive knowledge, convenient health care aids, and proper counselling are adequate measures for minimalising the problem. The present analysis showed that studies are limited in their scope concerning various aspects of teenage pregnancy in India, so this scoping review gives essential perspectives on future research and implementation plans and policies in this field. [ABSTRACT FROM AUTHOR]

Background: No analysis of redundant or duplicate publications, deemed unethical and unscientific, has been undertaken in psychiatric literature. Aim: To analyze the proportion and patterns of redundant publications associated with index articles published in two major Indian psychiatry journals. Methods: Index articles were original papers published in the Indian Journal of Psychiatry and the Indian Journal of Psychological Medicine between 2015 and 2017. Using a systematic search strategy that combined author names and article keywords, we combed the literature to identify and characterize redundant publications related to these index articles. Redundant publications were classified into one of the following categories using a priori definitions: dual, suspected dual, salami slicing, meat extender, and extended sample publication. Results: From 324 index articles screened, a total of 27 articles (8.4%) were identified to have 32 associated redundant publications of the following types: dual (n = 3), suspected dual (n = 2), salami slicing (n = 22), meat extender (n = 3), and extended sample publication (n = 2). A majority of the redundant articles (n = 23, 71.9%) failed to clearly cross-reference the prior publication(s). We also identified nine non-redundant but related publications with no proper cross-referencing in five of them. Conclusion: Redundant publications are a common practice in the psychiatry journals screened. Salami slicing is the most common form of redundancy, with no proper cross-referencing in most cases. Concerted efforts are needed to detect and deal with this concerning practice that undermines both science and ethics. [ABSTRACT FROM AUTHOR]

While the existing literature has emphasized the role of governance in controlling corruption, they have paid less attention to its multidimensional nature. With this background, this paper identifies the configuration(s) of governance dimensions inducing a high control of corruption (low corruption) across Indian states using Fuzzy-set Qualitative Comparative Analysis (fs/QCA). The analysis presented several configurations of governance dimensions instrumental in causing a high control of corruption across the states. A remarkable result was that low performance in the human resource development dimension is one of the core causal factors that lead to a high control of corruption within the Indian context. This paper attempts to interpret this notable result and proposes a suggestion for the Indian government in light of this finding. [ABSTRACT FROM AUTHOR]

English in India, today, is a symbol of people's aspirations for quality education and participation in National and International life. In the educational community, students are more addicted to technology than any other thing in the environment. The involvement of the students in the technological world is inseparable and recent developments have come to a finding that teachers need to use technology to be effective while teaching students. Due to the impact and influence of Information Technology on society and education, computer-assisted language teaching is becoming a way for language teaching. The recent pandemic has made every student more of a technological user than the previous times. However, the teacher confronts certain challenges in the English classrooms while training through the existing and upcoming curriculum. It is necessary, especially for English teachers to adopt a suitable technology-based teaching methodology to rise above the challenges confronted. Only with technological aid and suitable methods or tools in the technology, it is possible for teaching to be more effective for the students belonging to the technological world. The students who were exposed to teaching with technological support seem to have improved more than the students who were not exposed to technological tools. Hence in this paper, I have tried to identify, use, and suggest the apt technological tools that can be used by the students' community to impart all four skills Listening, Speaking, Reading, and Writing in the English language. [ABSTRACT FROM AUTHOR]

This paper harnesses the Artificial Neural Network Quantile Regression model to estimate the systemic risk exposure of select banks in India. The model employs a 'Leaky ReLU' activation function to capture non-linearity in risk spillover. The estimated model detects major periods of systemic stress in the last 15 years and suggests that smaller private sector banks are more exposed to systemic risk during stress periods. The estimated model is useful in gauging early signs of rise in systemic risk exposure of individual banks and can complement the micro-prudential risk assessment toolkit of supervisors in initiating timely remedial actions. [ABSTRACT FROM AUTHOR]

Itraconazole (ITZ) has been the mainstay of oral antifungal treatment for the current epidemic of recalcitrant dermatophytosis (RD) in India. Recently, a newer formulation of ITZ, super bioavailable itraconazole (SUBA-ITZ), is made available in the market by many pharmaceutical companies. It is important for dermatologists to understand the pharmacokinetic properties of SUBA-ITZ vis-a-vis conventional pellet formulation to use it effectively and safely. Indian Association of Dermatologists, Venereologists and Leprologists (IADVL) has established a special interest group for recalcitrant dermatophytosis (SIG-RD) to strengthen research, continuing medical education, and industry collaboration on the subject. This position statement on SUBA-ITZ by SIG-RD is an attempt to address current pieces of evidence and the position of this new formulation in the management of RD. [ABSTRACT FROM AUTHOR]