Enhancing data quality through comprehensive governance: Methodologies, tools, and continuous improvement techniques

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(7), С. 1680 - 1694

Опубликована: Июль 25, 2024

In the era of data-driven decision-making, ensuring data quality is paramount for organizations seeking to leverage their assets effectively. This paper explores comprehensive strategies enhancing through robust governance, methodologies, tools, and continuous improvement techniques. It highlights critical dimensions quality, including accuracy, completeness, consistency, timeliness, validity, uniqueness. discusses various assessment techniques, such as profiling, auditing, metrics. The also examines role cleansing, enrichment, integration, interoperability in maintaining high quality. Additionally, it provides an overview leading management evaluation criteria, best practices implementation. Finally, underscores importance monitoring, feedback loops, root cause analysis, fostering organization's culture. By adopting these strategies, can ensure reliability integrity data, improved business outcomes. Keywords: Data Quality, Governance, Profiling, Cleansing, Continuous Improvement.

Язык: Английский

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Strengthening corporate governance and financial compliance: Enhancing accountability and transparency

Finance & Accounting Research Journal, Год журнала: 2024, Номер 6(8), С. 1597 - 1616

Опубликована: Авг. 31, 2024

In today's complex business landscape, robust corporate governance and financial compliance are essential for maintaining organizational integrity, accountability, transparency. This review examines the key components strategies necessary to enhance these frameworks, ensuring sustainable success stakeholder trust. Corporate encompasses regulatory compliance, risk management, ethical conduct, engagement. Adherence laws regulations, such as Sarbanes-Oxley Act (SOX) General Data Protection Regulation (GDPR), is foundational in minimizing legal risks safeguarding reputation. Effective management involves identifying, assessing, mitigating potential threats an organization’s health operational integrity through strong internal controls regular audits. Promoting conduct within organizations crucial trust Establishing codes of guidelines, whistleblower protections fosters a culture integrity. Transparent communication engagement ensure that activities align with interests expectations. Enhancing accountability transparency several strategies. Strong board oversight independence, characterized by diverse skilled members, balanced objective decision-making. Regular external audits verify accuracy identifying areas improvement. Leveraging technology data analytics pivotal modern efforts. Technologies like blockchain, artificial intelligence (AI), machine learning automate processes, improve accuracy, provide real-time insights into performance management. reporting disclosure practices, adhering standards International Financial Reporting Standards (IFRS), further Continuous training education employees members on principles, requirements, vital fostering accountability. Strengthening fundamental enhancing By adopting comprehensive leveraging technology, promoting can build trust, mitigate risks, growth dynamic environment. Keywords: Governance, Global Corporations, Harmonization.

Язык: Английский

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Strategic risk management in financial institutions: Ensuring robust regulatory compliance

Finance & Accounting Research Journal, Год журнала: 2024, Номер 6(8), С. 1582 - 1596

Опубликована: Авг. 31, 2024

Strategic risk management in financial institutions is a critical component for ensuring robust regulatory compliance and maintaining stability. This review explores the multifaceted nature of strategic its importance dynamic landscape sector. It delves into fundamental components management, including identification, assessment, mitigation, monitoring, highlighting how these processes help navigate complexities requirements. The discussion encompasses various types risks faced by institutions, such as credit, market, operational, liquidity, risks, illustrating need comprehensive frameworks. also reviews key frameworks, Basel III, Dodd-Frank Act, guidelines from European Banking Authority, emphasizing their impact on capital requirements, liquidity standards, governance expectations. A framework integrates efforts with business strategy, that are not only adhering to mandates but aligning appetite tolerance objectives. role technology, particularly data analytics, real-time cybersecurity, examined crucial enabler effective compliance. Best practices enhancing outlined, continuous regular audits, scenario analysis. Challenges evolving regulations, product complexity, globalization addressed, recommendations adaptive strategies industry collaboration. Through case studies, provides insights successful implementations lessons learned failures. underscores fortifying suggests future trends, advanced AI machine learning, which could further revolutionize approach institutions. Keywords: Risk, Financial Institution, Regulatory, Compliance

Язык: Английский

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Predictive analytics for financial inclusion: Using machine learning to improve credit access for under banked populations

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(6), С. 1358 - 1373

Опубликована: Июнь 7, 2024

This paper explores the application of predictive analytics and machine learning techniques to enhance credit assessment lending practices. By leveraging alternative data sources, such as mobile phone usage, social media activity, transactional records, models can provide more accurate risk evaluations for individuals with limited traditional financial histories. The study demonstrates efficacy these through empirical analysis, showcasing their potential reduce default rates while increasing approval applicants. Furthermore, discusses ethical considerations biases associated use non-traditional in scoring. findings underscore transformative impact fostering inclusion, offering practical insights policymakers, institutions, technology developers aiming bridge gap under banked communities. delves into enhancing inclusion by improving access populations. Traditional scoring methods often fail accurately assess creditworthiness lacking conventional histories, thereby excluding a significant portion population from services. incorporating sources interactions, utility payments, offer comprehensive precise evaluations. research methodology involves developing testing various algorithms, including decision trees, random forests, neural networks, predict creditworthiness. are trained validated on datasets that include both sources. performance is measured against standard metrics accuracy, precision, recall, area receiver operating characteristic (ROC) curve. Empirical results indicate utilizing significantly outperform methods, leading higher applicants maintaining or management standards. Keywords: Financial, Inclusion, Predictive, Analytics, Machine Learning, Alternative Data.

Язык: Английский

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Integrating renewable energy with fuel synthesis: Conceptual framework and future directions

Engineering Science & Technology Journal, Год журнала: 2024, Номер 5(6), С. 2065 - 2081

Опубликована: Июнь 25, 2024

The integration of renewable energy sources with fuel synthesis represents a transformative approach to addressing the twin challenges sustainability and climate change. This review presents conceptual framework for coupling technologies, such as solar, wind, biomass, processes produce sustainable, zero-carbon fuels. emphasizes use electricity water splitting carbon dioxide reduction, key steps in synthesizing hydrogen other synthetic highlights importance advanced catalysts enhancing efficiency selectivity these chemical reactions. Innovations nanostructured catalysts, hybrid materials, biomimetic approaches are discussed their potential significantly improve performance durability catalytic processes. Additionally, underscores role characterization techniques computational modeling understanding optimizing catalyst behavior. necessitates technical associated scaling up production from laboratory industrial levels. These include ensuring stability longevity under operational conditions, managing intermittency sources, developing robust systems capturing utilizing dioxide. Furthermore, economic viability integrated is critical, requiring cost-effective solutions that leverage earth-abundant materials optimize overall efficiency. environmental benefits integrating substantial, offering pathway reduce emissions reliance on fossil fuels using can lead closed cycle, thereby mitigating impact change contributing sustainable future. Future directions this field involve interdisciplinary research further enhance performance, develop new refine process strategies. A roadmap future development includes prioritizing areas improved design, efficient CO2 capture electrochemical photochemical systems. abstract concludes by underscoring energy-fuel integration, envisioning where practices become cornerstone global Keywords: Integrating, Renewable Energy, Fuel Synthesis, Directions, Framework.

Язык: Английский

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A Multi-Criteria Assessment of Barriers to Low-Carbon Technology Adoption for Sustainable Circular Supply Chain Management: A Pathway to Sustainability Achievement in the Carbon Trading Era

Journal of Cleaner Production, Год журнала: 2025, Номер unknown, С. 144722 - 144722

Опубликована: Янв. 1, 2025

Язык: Английский

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Barriers and Opportunities in Implementing Carbon Neutrality Goals in China’s Heavy Industries

Sustainability, Год журнала: 2025, Номер 17(2), С. 674 - 674

Опубликована: Янв. 16, 2025

The transition to carbon neutrality in China’s heavy industries is essential for mitigating global climate change, given the sector’s significant contribution greenhouse gas emissions. This study systematically examines multifaceted barriers and opportunities influencing decarbonization efforts these industries. Employing expert-driven methodologies, including Delphi method best-worst (BWM), research identifies prioritizes critical challenges, such as high upfront costs renewable technologies, technological dependency on coal, fragmented regulatory frameworks. It highlights transformative opportunities, emphasizing advancements capture, utilization, storage (CCUS), energy integration, strengthened pricing mechanisms. findings reveal interaction between economic, technological, policy dimensions, underscoring need coordinated interventions overcome entrenched barriers. contributes theoretical by integrating expert insights with robust multi-criteria decision-making techniques offers actionable pathways policymakers industry stakeholders accelerate industrial decarbonization. These align international objectives, providing a scalable framework sustainable transitions energy-intensive sectors.

Язык: Английский

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Integrating Marketing and Sales Strategies: Boosting Brand Visibility and Customer Engagement

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Год журнала: 2025, Номер 11(1), С. 1495 - 1514

Опубликована: Фев. 3, 2025

This review examines the integration of marketing and sales strategies as a crucial approach for boosting brand visibility enhancing customer engagement in today's competitive business environment. The fusion efforts aims to create seamless journey, ensuring that potential customers receive consistent messaging experience at all touchpoints. By aligning sales, organizations can leverage strengths both functions drive better outcomes. process begins with establishment common goals metrics teams work towards. includes defining target audiences, setting clear objectives, developing unified message resonates customers. Collaborative planning sessions regular communication between help creating cohesive strategy addresses needs preferences effectively. One key elements this is use data analytics. sharing insights, develop more targeted campaigns personalized approaches. data-driven allows identification high-value prospects creation tailored content appeals specific segments market. Additionally, automation tools Customer Relationship Management (CRM) systems facilitate information tracking interactions across teams. Furthermore, plays vital role integrated approach. High-quality, relevant pain points provides value attract nurture leads through funnel. Sales engage meaningful conversations demonstrate company's expertise commitment solving their problems. benefits integrating include increased visibility, improved lead generation, higher conversion rates, stronger relationships. working together, efficient effective engaging customers, ultimately leading sustainable growth edge marketplace.

Язык: Английский

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Financing or taxation? Assessing the effectiveness of carbon emissions reduction programs

Borsa Istanbul Review, Год журнала: 2025, Номер unknown

Опубликована: Март 1, 2025

Язык: Английский

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Optimizing healthcare resource allocation through data-driven demographic and psychographic analysis

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(6), С. 1488 - 1504

Опубликована: Июнь 25, 2024

This paper explores the multifaceted nature of healthcare resource allocation, examining demographic and psychographic analysis, data sources analysis techniques, challenges, future directions, innovations. Demographic provides insights into population characteristics, demand, disparities, informing targeted allocation strategies. Psychographic complements by elucidating patient attitudes, behaviors, preferences, guiding personalized care delivery intervention design. A diverse array sources, including electronic health records, surveys, geospatial data, underpins allocation. Advanced techniques such as predictive analytics machine learning unlock actionable from these enabling proactive optimization. Challenges quality, bias, ethical considerations underscore complexity However, emerging innovations, artificial intelligence, precision medicine, value-based models, offer transformative potential for optimizing improving outcomes. Looking ahead, integration innovative technologies patient-centered models promises to reshape emphasizing equity, efficiency, engagement. By navigating challenges thoughtfully embracing opportunities, systems can enhance strategies better meet evolving needs patients communities. administrative databases, social determinants analytics, learning, spatial simulation modeling Keywords: Healthcare Resource Allocation, Analysis, Data Sources, Analysis Techniques, Future Directions.

Язык: Английский

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