Artificial Intelligence (AI) has emerged as a transformative force in organizational management, particularly within human resource (HR) functions. The integration of AI into HR reporting and practices has significantly altered traditional decision-making processes, enabling data-driven insights and improved workforce performance. However, despite rapid technological adoption, organizations continue to face challenges in effectively leveraging AI for enhancing job performance outcomes. The present study investigates the role of AI in improving HR reporting systems and its subsequent impact on employee job performance. The research aims to examine the relationship between AI-enabled HR practices and performance outcomes, and to analyze how AI-driven reporting enhances decision accuracy and efficiency. The study employs a quantitative research design using secondary data sources, including industry reports and organizational datasets, analyzed through correlation and regression techniques. The findings suggest a strong positive relationship between AI integration in HR processes and improved job performance, mediated by enhanced transparency, predictive analytics, and real-time reporting capabilities. The study contributes to existing literature by bridging the gap between technological innovation and HR performance metrics, offering practical implications for managers and policymakers aiming to optimize workforce productivity through AI adoption.

Digital transformation has emerged as a critical strategic priority for financial service firms as rapid technological advancements continue to reshape traditional financial systems and service delivery mechanisms. The increasing adoption of cloud computing, artificial intelligence, blockchain technologies, and digital banking platforms has significantly transformed how financial institutions operate, compete, and interact with customers. Despite substantial investments in digital infrastructure, there remains a need to systematically examine how digital transformation influences organizational performance and operational efficiency within financial service firms. The present study investigates the relationship between digital transformation initiatives and organizational performance in financial service organizations. The research focuses on understanding how digital technology adoption affects financial outcomes, operational efficiency, and service quality. A quantitative research design based on secondary data analysis is employed. Data are collected from annual reports, financial databases, and industry publications relating to selected financial service firms over a defined study period. To analyse the relationship between variables, statistical techniques such as descriptive statistics, correlation analysis, and regression analysis are applied. The empirical analysis reveals a strong positive association between digital transformation indicators and organizational performance metrics, indicating that firms with higher levels of digital investment and technology integration demonstrate improved profitability and operational productivity. The results also suggest that digital initiatives contribute to enhanced customer engagement and competitive positioning. The study concludes that strategic digital transformation significantly strengthens organizational performance in financial service firms. The findings provide valuable insights for managers, policymakers, and researchers regarding the role of digital technologies in improving efficiency, innovation capability, and long-term financial sustainability.

Public health challenges in the 21st century have become increasingly complex, requiring coordinated efforts across multiple sectors. This research paper explores the intersection of public health policy, education systems, and enterprise collaboration, emphasizing how their integration can enhance health outcomes and socio-economic development. Public health policy provides the regulatory and strategic framework necessary to address health issues, while education plays a crucial role in building awareness, capacity, and human capital. Enterprises, including private sector organizations, contribute through innovation, funding, and implementation of health- related initiatives. The study examines how collaboration among these sectors leads to improved healthcare delivery, efficient resource utilization, and increased community engagement. It also highlights the role of educational institutions in fostering research, training professionals, and promoting health literacy. Furthermore, enterprise involvement introduces technological advancements and scalable solutions that strengthen public health systems. The paper adopts a qualitative research methodology, analyzing secondary data from policy reports, academic literature, and case studies. Findings indicate that integrated approaches result in better disease prevention, stronger healthcare infrastructure, and enhanced responsiveness to health crises. However, challenges such as policy fragmentation, resource constraints, and lack of coordination persist. The paper concludes that effective collaboration among public health policy makers, educational institutions, and enterprises is essential for sustainable development. It recommends strengthening partnerships, encouraging interdisciplinary education, and promoting policy reforms that facilitate cooperation. Such integrated frameworks are vital for achieving long-term public health goals and improving overall societal well-being.

Behavioral finance has emerged as a critical framework for understanding deviations from traditional financial theories that assume rational investor behavior and efficient markets. Despite the predictions of the Efficient Market Hypothesis, empirical evidence consistently highlights persistent anomalies such as the January Effect and momentum crashes in equity markets. This study investigates the behavioral underpinnings of these anomalies, focusing on investor psychology, cognitive biases, and market inefficiencies. The primary objective of the study is to analyze the existence and persistence of the January Effect and momentum crash phenomena and to examine their implications on investment decision-making. The study adopts a quantitative research design using secondary data collected from major equity indices over a ten-year period. Statistical tools such as correlation and regression analysis are employed to test the relationship between behavioral factors and abnormal returns. The findings suggest that the January Effect remains partially observable in small-cap stocks, while momentum strategies are vulnerable to sudden crashes due to herd behavior and overreaction. The study contributes to the growing body of behavioral finance literature by providing empirical insights into market inefficiencies and investor behavior patterns.

The growing participation of retail investors in equity markets has significantly transformed market microstructure, particularly in the post-pandemic era marked by digital trading platforms and increased financial literacy. This study investigates the evolving dynamics of retail investor dominance and its implications for market efficiency, liquidity, volatility, and price discovery. The research problem centers on understanding whether increased retail participation enhances or disrupts traditional market functioning dominated by institutional investors. The primary objectives are to examine the relationship between retail investor activity and market volatility, and to analyze its impact on liquidity and price efficiency. The study employs a quantitative research design using secondary data collected from stock exchanges and financial databases over a five-year period (2019–2024). Statistical tools such as correlation and regression analysis are applied to evaluate relationships among variables. The findings suggest that retail investor dominance contributes to short-term volatility but improves market liquidity in high-trading periods. Additionally, retail participation appears to weaken informational efficiency during speculative surges. This study contributes to the literature by offering a nuanced understanding of retail-driven market behavior and provides insights for policymakers, regulators, and investors to maintain balanced market structures.

The purpose of this paper is to explore the financial literacy and investment behavior among college student in Mumbai region. The present study reveals that knowledge about different investment options, concept of risk and return, financial instruments significantly and positively influences the investment behavior and saving practices among college students. The study highlights that students should be encouraged to develop systematic saving and investment habits through awareness programs and practical exposure to financial planning tools. A structured questionnaire was administered on 55 higher education students in Mumbai region.

Corporate Social Responsibility (CSR) has become an integral part of the corporate governance framework in India, especially after the enactment of the Companies Act 2013, which mandates eligible companies to allocate 2% of their average net profits toward CSR activities. This legislative initiative has positioned India as a global pioneer in institutionalizing CSR through statutory provisions. The present study examines the trends, challenges, and opportunities associated with CSR practices in India. The paper analyzes the evolving nature of CSR from traditional philanthropy to a more strategic and impact-oriented approach aligned with national development goals and global sustainability standards. It highlights key sectors benefiting from CSR investments, including education, healthcare, rural development, environmental sustainability, and women empowerment. The study also identifies emerging trends such as increased corporate spending, enhanced transparency, stakeholder engagement, and alignment with Sustainable Development Goals (SDGs). Despite significant progress, CSR implementation in India faces several challenges, including compliance-driven approaches, lack of proper monitoring and evaluation mechanisms, regional disparities in fund allocation, and limited community participation. These constraints often reduce the long-term effectiveness and sustainability of CSR initiatives. The paper concludes that CSR in India holds substantial opportunities for promoting inclusive growth, strengthening corporate reputation, and contributing to socio-economic development. With improved governance, strategic planning, and impact assessment, CSR can move beyond legal compliance and become a transformative tool for sustainable national development. Keywords: Corporate Social Responsibility (CSR); Companies Act 2013; Sustainable Development; CSR Expenditure; Corporate Governance; Impact Assessment; Inclusive Growth.

Investment in human capital, especially through educational initiatives, is a key driver of economic expansion and advancement. This investigation explores the correlation between educational investment and economic outcomes, drawing upon secondary data sourced from governmental publications, UNESCO, and the World Bank. The study employs a descriptive and analytical methodology to assess education's influence on literacy rates, employment figures, and overall economic growth. A comparative analysis is performed, focusing on five Indian states—Maharashtra, Kerala, Gujarat, Bihar, and Tamil Nadu—across the timeframe of 2019 to 2024.The findings reveal a strong positive relationship between education levels and employment opportunities. States with higher literacy rates demonstrate better economic performance and workforce productivity. This study examines the relationship between educational investment and economic results, utilizing secondary data obtained from government reports, UNESCO, and the World Bank. A descriptive and analytical approach is employed to evaluate education's impact on literacy rates, employment statistics, and overall economic expansion. A comparative analysis is conducted, concentrating on five Indian states—Maharashtra, Kerala, Gujarat, Bihar, and Tamil Nadu—over the period from 2019 to 2024. The results indicate a significant positive correlation between educational attainment and employment prospects. States exhibiting higher literacy rates also demonstrate superior economic performance and workforce productivity.

The rapid advancement of financial technology (FinTech) has significantly transformed the structure of modern investment management and retail participation in capital markets. One of the most prominent developments in this transformation is the emergence of robo-advisory platforms, which utilize algorithm-based portfolio construction, automated asset allocation, and digital financial advisory systems to simplify investment decisions for retail investors. As these technology-driven platforms expand, their influence on mutual fund investment behaviour and investor participation has become an important area of academic and industry investigation. The present study examines the growth of robo-advisory platforms and their influence on mutual fund investments. The study specifically analyses the relationship between robo-advisory platform adoption and mutual fund investment trends. A quantitative research design is adopted using secondary data collected from financial databases, industry reports, and regulatory publications related to leading digital investment platforms operating in India. The analysis applies correlation and regression techniques to evaluate the statistical relationship between robo-advisory adoption indicators and mutual fund investment levels. The empirical analysis reveals a strong positive correlation (r = 0.86) between the growth of robo-advisory platforms and mutual fund investments, while the regression results (R² = 0.74) indicate that robo-advisory expansion significantly explains variations in mutual fund investment participation. The findings demonstrate that technology-driven advisory services encourage greater retail investor participation, improve investment accessibility, and promote disciplined portfolio diversification. The study contributes to the literature on digital wealth management and fintech-enabled investment ecosystems.

The rapid expansion of digital media ecosystems has fundamentally altered the nature of communication, consumer engagement, and advertising practices. This study explores the intersection of transformational leadership, digital pedagogy, and consumer behaviour in shaping adaptive advertising strategies within contemporary media enterprises. Grounded in established theoretical perspectives and supported by secondary data, the research conceptualizes media organizations as AI-enabled adaptive learning systems that evolve through continuous interaction with users (Dwivedi et al., 2023). Through interpretive synthesis and case-based illustrations of Netflix, Meta, Zomato, and Nykaa, the study highlights a transition from transactional advertising toward immersive, personalized consumer experiences. The proposed AI-Led Transformational Advertising Model (AITAM) integrates leadership theory, organizational learning, and behavioural analytics, offering both theoretical advancement and practical relevance.

Mergers and Acquisitions (M&A) is a tool to restructure and consolidate multiple businesses to achieve increased efficiency and competitive advantage in the business. The world has seen numerous M&A for years and have identified few key benefits and risks over the years. The banking industry is a most vital part of the economy for development and stability. The banking industry of India has witnessed several forced and voluntary mergers in the past few years since globalization. In the paper, the research is focused on merger of Kotak Mahindra Bank and ING Vyasa Bank for the study and wherein have analyzed the pre and post-merger profitability ratios such as the net profit margin, operating profit margin, return on net worth, return on assets. Our findings reveal that the merger significantly influenced Kotak Mahindra Bank's financial performance and profitability. Analysis has been on comparative year-on-year growth percentage on the consolidated financials from the year of merger. Upon analysis it has been observed and concluded that the merger assisted in better financial growth rate. It has been observed and concluded that the merger gives the benefits of operation efficiency, economics of scale and scope of expansion.

Impact investing has emerged as a significant paradigm in global financial markets, blending financial returns with measurable social and environmental outcomes. In the Indian context, where socio-economic disparities and sustainability challenges persist, impact investing presents a viable mechanism for inclusive growth. Despite its growing prominence, the Indian impact investing ecosystem remains underexplored in terms of its performance dynamics and contribution to financial markets. This study examines the growth, trends, and effectiveness of impact investing in India, with a specific focus on its influence on financial performance and sustainable development outcomes. The research aims to analyze the relationship between impact investment flows and market performance indicators, and to evaluate the effectiveness of impact-driven financial strategies. The study adopts a quantitative research design using secondary data collected from industry reports, investment databases, and institutional publications over the period 2015–2024. Statistical tools such as correlation and regression analysis are employed. The findings suggest that impact investing in India demonstrates a positive association with both financial returns and social outcomes, though variability exists across sectors. The study contributes to the growing literature by providing empirical insights into the Indian market and offers practical implications for investors, policymakers, and financial institutions.

In today’s fast-paced and highly competitive world, mental health has become an important concern in both academic and corporate settings. Students and professionals are constantly exposed to pressure, deadlines, and expectations, which can negatively affect their emotional well-being. Mental health, understood as a state of psychological and emotional stability, plays a crucial role in determining how individuals think, behave, and perform (World Health Organization, 2019). At the same time, emotional intelligence—the ability to understand and manage one’s own emotions as well as those of others—has gained attention as a key factor in coping with stress and maintaining balance (Mayer et al., 2004). This paper explores the relationship between mental health and emotional intelligence in academic and corporate environments. Using a qualitative approach based on existing literature, it examines the types of stress faced by students and employees and how emotional intelligence helps in dealing with these challenges. The findings suggest that individuals with higher emotional intelligence are generally better at handling stress, maintaining relationships, and staying productive (Goleman, 1995). The paper also highlights the importance of institutional support, such as counseling services and emotional intelligence training. It concludes that improving emotional intelligence can significantly enhance mental well-being and overall performance. The study recommends integrating mental health awareness and emotional skill development into both educational systems and workplace policies.

The relationship between market capitalization and earnings stability has long been a focal point in financial research, particularly in the context of blue-chip companies that are perceived as stable investment avenues. This study examines how firm size, as measured by market capitalization, influences earnings stability, with specific reference to Reliance Industries and Tata Consultancy Services (TCS), two leading Indian blue-chip firms. The research problem arises from the inconsistency in empirical findings regarding whether larger firms inherently demonstrate more stable earnings patterns. The primary objectives of the study are to evaluate the relationship between market capitalization and earnings stability and to analyze the extent to which firm size impacts financial performance consistency. The study employs a quantitative research design using secondary data collected from annual reports and stock exchange databases for the period 2019–2024. Statistical tools such as correlation and regression analysis are utilized to test the hypotheses. The findings indicate a positive relationship between market capitalization and earnings stability, suggesting that larger firms tend to exhibit lower earnings volatility due to diversified operations and stronger governance structures. This study contributes to capital market literature by offering insights into investment decision-making and risk assessment for institutional and retail investors.

The rapid advancement of Financial Technologies (FinTech) has significantly reshaped the operational structure of modern accounting and finance organizations. Technologies such as artificial intelligence, blockchain systems, cloud-based accounting platforms, and data analytics tools have improved the efficiency of financial reporting, enhanced transaction processing, and strengthened organizational decision-making capabilities. Despite these developments, several organizations still face challenges in achieving effective technological integration, strategic alignment, and digital capability development within their financial management systems. The present study investigates the strategic adoption of FinTech solutions and its influence on organizational efficiency and financial decision-making processes in accounting and finance organizations. The study is based on a quantitative research design using secondary data obtained from financial reports, industry publications, and fintech sector databases. The analysis examines the technological initiatives and financial performance indicators of selected fintech-enabled organizations operating in India. The data analysis indicates a consistent increase in digital payment infrastructure, automated financial systems, and technology-driven financial services, which has contributed to improved operational performance and better financial management practices within organizations. The findings suggest that the strategic integration of financial technologies enhances operational efficiency, improves transparency in financial reporting, and strengthens data-driven financial decision-making. The study concludes that the adoption of digital financial infrastructure and advanced analytical tools plays a critical role in transforming traditional accounting practices and supporting sustainable financial management strategies. These insights provide important implications for policymakers, financial managers, and technology developers aiming to promote effective digital transformation in the financial sector.

Academic performance, often measured by GPA, generally has a positive, though moderate, correlation with job readiness and early career success. While high grades suggest better theoretical knowledge and learning capacity, employers increasingly prioritize a mix of soft skills, practical experience, and adaptability over academic results alone. Student’s going through this transition from classroom to the workplace have never been studied or understood in terms of their related work readiness. This study therefore perceives work readiness as well as influencing academic characteristics in relation to job readiness. Primary data has been collected through a structured questionnaire and was shared with 36 graduates’ students in Mumbai University. Secondary data has been collected from various websites, journals, and articles. The study adopts quantitative data in a descriptive approach to assist graduates pertaining to perception of Graduates in relation to job readiness. The data has been analysed using simple percentage method and has been interpreted accordingly based on results. From the study it can be concluded that the role of colleges in making student job ready is immense. Colleges should design curriculum in such a way that a student is academically strong as well as skill sets are to be improved to make a student job ready.

The Corporate Social Responsibility (CSR) refers to how Companies take responsibility to protect the society and the environment. In simple words CSR is about doing business which is ethical, sustainable, and beneficial for both the society and the environment. India is one of the First Country that has made CSR legally Mandatory for certain companies. If the company (Net Worth ≥ ₹500 Crore or Turnover ≥ ₹1000 crore or Net Profit ≥ ₹5 crore) meets any of these financial limits in a Financial Year the it must Comply with the CSR Regulations. The Company must Spend at least 2% of the Average Net Profits of the Last 3 financial year on CSR Activities. Purpose: The objective of this research study is to analyze the degree of awareness among students of Pillai College, Navi Mumbai, about Corporate Social Responsibility (CSR). The study aims to investigate the extent to which students are aware of the concept, aims, and practical implementation of CSR activities carried out by organizations. The study also aims to investigate the views of students about the effectiveness and genuineness of CSR activities in dealing with social and environmental concerns. The study also aims to identify the expectations of students about the future role of CSR in society and the extent to which they feel organizations should contribute to society beyond their profit-earning activities. Design & Purpose: The research was conducted by gathering primary data through a questionnaire survey among students of Pillai College, Navi Mumbai. Secondary data was collected from CSR trend reports, available statistics on CSR, and year-wise growth in CSR, which were used to support the analysis in the report. Findings: Most students think that CSR should be able to make a difference and that it is only effective if it is genuine, community-focused, and done in the right way. But they also think that a problem is a lack of awareness on the part of the public—that things may be happening, but people may not be aware of it or participating in it. Most students think that CSR is sometimes just a publicity stunt and that is why it lacks credibility. They also think that mismanagement of funds, corruption, poor planning, and poor implementation are some of the reasons why CSR fails.

In today’s world where there is advanced technology and numerous AI driven sectors there is a financial market which is quite different from the conventional stock market that is “ Derivatives”. Derivatives are contracts whose worth comes from the underlying asset. Through this research we should have a peak into the derivatives market , its types , how to select the appropriate derivative , how much the general public and investors are aware of the same.

This study examines the influence of Environmental, Social, and Governance (ESG) factors on investment decision-making among young investors. With increasing awareness of sustainability and ethical responsibility, young investors are progressively integrating ESG considerations alongside financial returns. The research aims to analyse the level of awareness, importance, and impact of ESG factors on their investment choices, as well as the challenges faced in adopting ESG-based investments. Using primary data collected through surveys and supported by secondary sources, the study highlights that ESG factors significantly shape risk perception, long-term return expectations, and trust in companies. The findings suggest that ESG-oriented investing is gaining prominence among young investors, indicating a shift towards responsible and sustainable investment practices

The quick commerce industry has experienced remarkable growth in recent years, fundamentally transforming consumer purchasing patterns for daily essentials. Unlike traditional e-commerce platforms with delivery timeframes of one to two days, quick commerce emphasizes ultra-fast fulfillment within 10-30 minutes. This research investigates consumer preferences and buying behavior in the quick commerce sector, with specific focus on Navi Mumbai. The study employs primary data collected from 100 respondents through structured questionnaires, examining key factors including convenience, delivery speed, pricing, product availability, and overall satisfaction. Findings reveal that convenience and time efficiency serve as primary motivators for platform adoption, though concerns regarding delivery charges and occasional stock shortages temper the customer experience. The research concludes that while quick commerce is becoming deeply embedded in urban lifestyles, sustained growth requires companies to prioritize consistent service quality and customer satisfaction.

Money management plays a crucial role in the sustainability and growth of small businesses, especially those operated by working women. With increasing participation of women in entrepreneurial activities, effective financial planning, budgeting, saving, and investment decisions have become essential. The purpose of this study is to examine the money management strategies used by working women in Navi Mumbai who own small companies. The research focuses on budgeting habits, saving behaviour, debt management, use of banking services, and investment awareness. A systematic questionnaire was used to gather primary data, which was then analyzed using hypothesis testing and descriptive statistics. The findings reveal that while working women exhibit strong budgeting discipline and saving habits, there is limited awareness regarding advanced investment options and formal financial planning.

The digital revolution has fundamentally reshaped consumer interactions within niche markets, including the traditionally physical botanical industry. This research explores the shifting landscape of consumer behavior, specifically focusing on the transition from brick- and-mortar nurseries to digital e-commerce platforms. While live plants are inherently perishable and fragile, making the tactile experience of a physical nursery seem indispensable, this study investigates whether modern consumers are willing to trade hand- picking greenery for the convenience and variety of digital storefronts. The primary objective is to determine if digital platforms have become a favored method for purchasing both live plants and gardening equipment over traditional retail locations. The research evaluates consumer trends, analyzes different product categories, and assesses the overall viability of the botanical e-commerce sector. Adopting a quantitative methodology, the study collected primary data through an online survey of 113 participants, predominantly from urban areas like Mumbai and Bangalore. The demographic analysis revealed that the most active participants are middle- aged (36-50 years old), with women and homemakers showing the highest engagement in botanical e-commerce. Statistical analysis, including a one-sample proportion Z-test performed using R software, provided strong evidence (p-value < 0.001) that consumers now show a significant preference for purchasing plants and related products online rather than through offline stores. Specifically, 54.9% of respondents purchase plants online at least once a month, and 70.8% purchase gardening equipment online. The findings highlight that consumer trust in digital botanical platforms is heavily influenced by high-quality content, such as detailed plant care instructions and clear product images, which affected over 50% of buyers. Additionally, 68.1% of respondents expressed a preference for platforms that provide educational plant care tips. There is also a strong willingness (66.3%) to purchase "botanical bundles" that combine plants and equipment into a single transaction. However, the study identified critical logistical and educational gaps, with consumers demanding faster delivery, safer packaging, and better care information. To address these needs, the research proposes a prototype e-commerce system built with a technology stack including HTML5, CSS3, PHP 8.x, and MySQL 8.0, focusing on user- friendly design and integrated care guidance. The botanical industry is undergoing a significant digital transformation where the reliance on physical inspection is giving way to a digital-first approach. For businesses to remain competitive, they must adopt omnichannel strategies that prioritize secure payments, responsive web design, and comprehensive educational content. While the sensory experience of a physical nursery remains cherished, it is no longer the primary entry point for plant enthusiasts, marking a pivotal moment where technology and nature integrate to create a more efficient and diverse marketplace.

Investment planning has become increasingly important for young individuals in India, especially with the growing awareness of mutual fund investments. Among the various investment options available, Systematic Investment Plans (SIP) and Lump Sum investments are commonly chosen methods. Each approach has its own advantages, and selecting the appropriate method depends largely on the investor’s income pattern, financial goals, and risk-taking ability. This study aims to compare SIP and Lump Sum investment methods and understand the preferences of young investors in Navi Mumbai. The research is based on primary data collected from 80 respondents through a structured questionnaire. The responses were analysed using percentage analysis and simple tabular presentation techniques. The findings show that while many young investors are attracted to Lump Sum investments due to the possibility of earning higher returns in a shorter period, SIP is preferred for its disciplined approach and affordability. Most respondents demonstrate moderate risk tolerance and consider expected returns as the main factor influencing their investment decisions. The study provides useful insights into the financial behaviour of young investors and helps in understanding which investment method is more suitable based on their financial profile. It may also assist financial advisors and institutions in designing better investment solutions for this age group.

This study looks at the relationship between a borrower understanding of debt and his or her ability to effectively manage credit scores. Rapid growth of digital lending, credit cards, and consumer loans are factors behind low repayment discipline among urban borrowers. The study aims to establish the level of debt knowledge, financial behaviour, and awareness of credit score consequences among different categories of borrowers in Navi Mumbai. It also assesses the impact of the socio-economic variables on credit decisions and repayment. Findings from the study highlight the importance of financial literacy in preventing over-borrowing, reducing defaults, and long-term credit health. Finally, the research provides recommendations to enhance debt education and promote responsible credit management in urban communities.

Financial inclusion has emerged as a critical policy priority across developing and developed economies, particularly in the context of rapid digital transformation. Despite significant advancements in digital financial services, disparities in access and usage persist due to limited financial literacy among individuals. This study investigates the role of financial education in promoting digital financial inclusion by enhancing individuals’ ability to understand, access, and effectively utilize digital financial platforms. The primary research problem centers on the gap between technological availability and user adoption driven by inadequate financial knowledge. The study aims to examine the relationship between financial education and digital financial inclusion and analyze the impact of financial literacy on the adoption of digital financial services. A quantitative research design is adopted using secondary data from global financial databases and institutional reports. Statistical tools such as correlation and regression analysis are employed to evaluate relationships between variables. The findings (hypothetical) indicate a significant positive association between financial education and digital financial inclusion, suggesting that improved financial literacy enhances digital adoption. The study contributes to the literature by bridging the gap between financial knowledge and technological adoption, offering insights for policymakers and financial institutions to design effective inclusion strategies.

Luxury marketing has undergone significant transformation in recent years due to digitalization, evolving consumer preferences, and increasing emphasis on sustainability. While numerous studies have examined various aspects of luxury branding, consumer behavior, and digital engagement, there remains a lack of consolidated understanding regarding methodological trends, thematic evolution, and research gaps in this field. This study adopts a State-of-the-Art (SOTA) literature review methodology to systematically analyze luxury marketing research published over the past two decades. The findings indicate a substantial rise in publications after 2017, with digital transformation and sustainable luxury emerging as dominant themes. Quantitative research methods, particularly Structural Equation Modeling and Exploratory Factor Analysis, are most frequently employed, while qualitative approaches remain underutilized. The study also highlights geographical concentration in research contributions and identifies the need for interdisciplinary and mixed-method approaches. By synthesizing existing knowledge, this research provides a structured overview of current trends and suggests directions for future investigations in luxury marketing.