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96 articles for “data analytics”
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The Use of Big Data Analytics in Operations Research: Challenges and Opportunities
Abstract: Organizations are producing exponentially more data as a result of the development of technology and data. This big data presents a significant opportunity for organizations to gain insights and optimize their operations, particularly in the field of operations research (OR). Big data analytics (BDA) is a rapidly growing field that focuses on the use of advanced techniques and technologies to extract insights from large and complex datasets. The integration of …
Published in NOLEGEIN Journal of Human Resource Management & Development · Vol. 5, Issue 2, 2022 · pp. 1–4 Read article
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Data Analytics First, Controls Second, Auditing Third: Ranking the Relative Strength of Three Fraud Detection Mechanisms
Abstract: Purpose: In the era of digital finance, organizations deploy multiple mechanisms to combat fraud, including Data-Driven Forensic Analytics (DDFA), Internal Control Integrity (ICI), and Continuous Auditing Systems (CAS). However, practitioners often struggle with resource allocation, unsure which mechanism yields the highest return on investment. This study addresses this gap by empirically ranking the relative strength of these three predictors in explaining Fraud Detection Effectiveness (FDE). Design/methodology/approach: The study synthesizes empirical …
Published in NOLEGEIN Journal of Organizational Behavior Management · Vol. 9, Issue 2, 2026 Read article
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Smart Libraries and Digital Transformation: Integrating AI, IoT, and Data Analytics for Next-Generation Information Services
Abstract: The present paper examines the transformative impact of emerging technologies, including Artificial Intelligence, the Internet of Things (IoT), Cloud Computing, and Data Analytics, on contemporary library operations. It explores how the integration of these technologies contributes to the development of smart libraries that enhance accessibility, improve operational efficiency, and deliver personalized, user-centered services. The study highlights the role of automation, real-time data processing, and intelligent systems in streamlining cataloguing, resource …
Published in NOLEGEIN Journal of Information Technology & Management · Vol. 9, Issue 2, 2026 · pp. 1–6 Read article
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Business Intelligence and Predictive Analytics for AgribusinessSupply Chain Optimization: A Data-Driven Approach toSustainable Agricultural Management
Abstract: The rapid changes due to Digital Transformation in agriculture have opened up new possibilities to improve the performance of supply chain, decisions making and sustainability of agrifood industry using Business Intelligence (BI) and Predictive Analytics. Agrifood supply chains encounter a number of difficulties, such as, price fluctuations, uncertainty related to demand for products; loss after harvest; lack of resources; poor use of resources; and, absence of market knowledge. This research …
Published in NOLEGEIN Journal of Supply Chain and Logistics Management · Vol. 9, Issue 2, 2026 Read article
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The Future of Management Accounting: Integrating Artificial Intelligence, Big Data, and Predictive Analytics for Business Optimization
Abstract: This study examines the future of management accounting through the integration of Artificial Intelligence (AI), Big Data, and Predictive Analytics as key drivers of business optimization. The research aims to evaluate how these emerging technologies enhance decision-making efficiency, improve financial forecasting accuracy, and support cost reduction strategies in modern organizations. Adopting a secondary data analysis approach, the study synthesizes global industry reports, empirical studies, and statistical data from 2020 to …
Published in NOLEGEIN Journal of Operations Research & Management · Vol. 9, Issue 2, 2026 Read article
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Artificial Intelligence Adoption and Performanceefficiency in Accounting Systems of Emergingeconomies: an Analytics Maturity Perspective
Abstract: This study examines the association between Artificial Intelligence (AI) adoption and performance efficiency in accounting systems of emerging economies, with analytics maturity as a mediating variable. The study uses the Technology Acceptance Model (TAM) and Resource-Based View (RBV) as supporting lenses. Analytics maturity is operationalized using a composite measurement index (Data Analytics Maturity Indicators – DAMI). A cross-sectional descriptive and explanatory survey design was adopted. Primary data were collected from …
Published in NOLEGEIN Journal of Business Ethics , Ethos & CSRw · Vol. 9, Issue 2, 2026 · pp. 6–12 Read article
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Predictive Fraud Detection Architecture: A Multi-Method Empirical Evaluation of Data-Driven Forensic Analytics, Internal Control Systems, and Continuous Auditing Using Primary Organizational Data
Abstract: The growing complexity of financial systems and the increasing sophistication of fraudulent activities have intensified the need for predictive and data-driven fraud detection architectures. Traditional audit approaches, characterized by periodic reviews and retrospective analysis, are no longer sufficient to address real-time financial risks. This study develops and empirically evaluates a predictive fraud detection architecture that integrates data-driven forensic analytics, internal control systems, and continuous auditing mechanisms using primary organizational data. …
Published in NOLEGEIN Journal of Business Risk management · Vol. 9, Issue 2, 2026 Read article
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Role of Artificial Intelligence in Inclusive and Digital Lending in India
Abstract: A vast majority of the population, especially the rural and low-income strata of the society, lacks access to credit from financial institutions. Lack of documented income, issues in ascertaining the customer identity and creditworthiness, relatively high distribution, and service cost are barriers to financial inclusion. In the post-COVID era, these customers may further be isolated and deprived of formal credit. Artificial intelligence (AI) offers novel ways of assessing creditworthiness, repayment …
Published in NOLEGEIN Journal of Information Technology & Management Read article
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Artificial Intelligence in Retail: Redefining Consumer Expectations and Retail Innovation
Abstract: This study offers an updated and comprehensive perspective on the integration of artificial intelligence (AI) within the retail sector and its transformative impact on modern commerce. The rapid expansion of digital technologies, combined with the dominance of global technology leaders such as Amazon, Alibaba, Apple, Google, and Microsoft, has significantly elevated consumer expectations and redefined retail dynamics. AI technologies, including machine learning, predictive analytics, and automation, enable retailers to process …
Published in NOLEGEIN Journal of Consumer Behavior & Market Research · Vol. 9, Issue 02, 2026 · pp. 1–8 Read article
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A Study on Role of HR Analytics in Improving the Employee Retention
Abstract: This study explores their effectiveness of employee retention in an IT service company this research aims for determine the facts of influencing so that will be identify the HR analytics in improving the retention strategies that will be helps to improve the researches so, here the information will be carried through the structured questionnaire from 111 employees. This study reveals that the HR analytics acts as important fact to improve …
Published in NOLEGEIN Journal of Human Resource Management & Development · Vol. 9, Issue 2, 2026 Read article
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A Study on Business Intelligence Tools for Institution Dashboard Development
Abstract: This paper presents a detailed survey on existing business intelligence (BI) tools for developing adashboard in a typical academic setup. As a survey, few most popular BI tools like Pentaho, Tableau,Qliksense, SpagoBI, Jaspersoft and Jedox are considered based on the ease of use, support in terms oftraining and minimal initial cost. At the end, a sample dashboard has been developed using one of thetools Tableau to demonstrate the feasibility of …
Published in NOLEGEIN Journal of Global Marketing · Vol. 4, Issue 1, 2021 Read article
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An Empirical Assessment of Integrated Fraud Detection Mechanisms:Evidence from Finance and Audit Professionals
Abstract: This study examines the effectiveness of an integrated fraud detection framework combining data‑driven forensic analytics, internal control systems, and continuous auditing mechanisms. While prior research often examines these components in isolation, this study adopts a unified empirical approach to assess their joint contribution to perceived fraud detection effectiveness. Design/methodology/approach: A quantitative cross‑sectional design is employed using primary survey data collected from 120 finance, audit, and risk professionals across banking, manufacturing, …
Published in NOLEGEIN Journal of Operations Research & Management · Vol. 9, Issue 2, 2026 Read article
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When Technology Maturity Matters: a Moderated Regression Study of Forensic Analytics and Fraud Detection
Abstract: Purpose: Data‐driven forensic analytics (DDFA) is widely promoted as a key tool for fraud detection, yet organisations report mixed results. This study investigates whether the effectiveness of DDFA depends on the organisation’s technological maturity – defined asthe sophistication of IT infrastructure, data governance, and analytical skills. Design/Methodology/Approach: A two‐wave longitudinal survey was conducted with 210 finance and audit professionals in a large emerging economy; 178 completed both waves (retention 84.8%). …
Published in NOLEGEIN Journal of Corporate & Business Laws · Vol. 9, Issue 2, 2026 Read article
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Impact of Technology on Business Growth
Abstract: The rapid advancement of technology in the 21st century has fundamentally reshaped the global business landscape, creating new opportunities while introducing significant challenges for organizations across industries. This research paper investigates the multifaceted impact of technological integration on business growth, focusing on key technologies such as Artificial Intelligence (AI), Cloud Computing, Big Data Analytics, and the Internet of Things (IoT). Through a comprehensive analysis of recent literature and empirical evidence …
Published in NOLEGEIN Journal of Operations Research & Management · Vol. 9, Issue 2, 2026 Read article
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The Impact of Big Data in Improving Business Insights and Outcomes
Abstract: Big data has become an increasingly popular area of interest in recent years. It is considered a valuable tool that can aid in enhancing business insights and outcomes. Businesses can find patterns and trends that would be challenging to spot using traditional approaches by analyzing vast amounts of data. In this paper, we will explore the impact of big data on improving business outcomes and how data analytics is being …
Published in NOLEGEIN Journal of Management Information Systems · Vol. 6, Issue 2, 2023 · pp. 8–12 Read article
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Digital Marketing Impact of Big Data
Abstract: Customers are using digital channels more frequently due to technical advancements, making it possible for marketers to collect and exploit consumer data in real-time. This data is generated and acquired in real-time, around-the-clock, seven days a week, allowing the marketing industry to determine which efforts were successful and which were unsuccessful. By superimposing several data sets, such as social media posts, money spent on product promotion, the business can determine …
Published in NOLEGEIN Journal of Advertising and Brand Management · Vol. 6, Issue 1, 2023 · pp. 1–6 Read article
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Strategic Cost Accounting: How Large Corporations Use Costing Methods to Drive Long-Term Decision-Making
Abstract: This study investigates how large corporations strategically utilize cost accounting methods, such as Activity-Based Costing (ABC), Standard Costing, and Job Order Costing, to drive long-term financial decision-making. Using a descriptive and comparative research design, financial data from multinational corporations, including Apple Inc., Walmart Inc., General Motors, Johnson & Johnson, and Boeing Co., were analyzed for the period 2020–2024. The study employs statistical models such as correlation analysis (r = 0.87), …
Published in NOLEGEIN Journal of Financial Planning And Management · Vol. 8, Issue 1, 2025 · pp. 1–17 Read article
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MQL Propensity Model to Predict Marketing Qualified Leads
Abstract: In the evolving landscape of digital marketing, accurately identifying high-potential leads remains a critical challenge due to increasing data complexity and fragmented analytical systems. This study proposes a comprehensive framework for developing a Marketing Qualified Lead (MQL) Propensity Model aimed at enhancing lead prediction accuracy and operational efficiency. By critically examining existing lead scoring methodologies across Customer Relationship Management (CRM) systems, web analytics platforms, and campaign management tools, the research …
Published in NOLEGEIN Journal of Global Marketing · Vol. 9, Issue 2, 2026 Read article
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Optimizing Retail Media Strategies to Drive Customer Loyalty Across Industries
Abstract: In the fast-changing retail media landscape, customer loyalty is essential for long-term business success. However, the concept and measurement of loyalty differ greatly across industries, creating challenges for businesses looking to foster enduring customer relationships. This paper examines the significant role of retail media in promoting customer loyalty, focusing on how digital platforms and personalized advertising are increasingly shaping consumer behavior. The study identifies key variations in loyalty metrics among …
Published in NOLEGEIN Journal of Supply Chain and Logistics Management · Vol. 8, Issue 1, 2025 · pp. 30–34 Read article
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A Review on Business Enterprise Resource Planning (ERP)
Abstract: Enterprise Resource Planning (ERP) systems integrate a business’s core functions, including finance, human resources, supply chain management, manufacturing, and customer relationship management, into a unified platform. By streamlining operations, ERP provides realtime access to critical data, enhancing decision-making and operational efficiency. As organizations accelerate their digital transformation, modern ERP solutions leverage cloud computing, artificial intelligence, and data analytics to improve scalability, flexibility, and security. Despite implementation challenges, ERP systems significantly …
Published in NOLEGEIN Journal of Supply Chain and Logistics Management · Vol. 8, Issue 2, 2025 · pp. 6–12 Read article