[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-35892":3,"doc-seo-35892":29},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":4,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":13,"seo_description":14,"update_tm":27,"read_time":28},35892,1099514068035,"Ezra","https://ap-avatar.wpscdn.com/davatar_276721f389ce27ea32af1340a28f341c",8,"Research & Report","Mapping Conceptual Frameworks for Real Time Fraud Risk Management in Digital Microfinance","Digital microfinance and digital banking expand financial inclusion while simultaneously increasing exposure to fraud and cyber threats, especially in high-transaction, low-infrastructure environments. The study maps the argument-theory underlying real-time fraud risk management, combining digital KYC, large-scale transaction monitoring, and adaptive risk stratification. A systematic literature review links transaction theory, digital trust models, and regulatory compliance strategies to identify organizing principles balancing access with fraud-risk control. Best-practice strategies and policy recommendations address trust and client safeguarding, supported by a fraud-prevention experiential model.","","cbCainLLDGfVPTFs","https://ap.wps.com/l/cbCainLLDGfVPTFs","pdf",562351,1,17,"English","en",105,"# Introduction\n# Background and Rationale","[{\"question\":\"What real-time fraud risk management components does the study map for digital microfinance?\",\"answer\":\"It maps digital KYC, large-scale transaction monitoring, and adaptive risk stratification as the core elements of real-time fraud risk management.\"},{\"question\":\"How does the paper derive organizing principles for balancing access and fraud risk?\",\"answer\":\"It uses a mapping systematic literature review that connects transaction theory, digital trust models, and regulatory compliance strategies to identify organizing principles.\"},{\"question\":\"What practical challenges are noted for deploying the fraud risk management approach at scale?\",\"answer\":\"The study highlights obstacles such as integration barriers and scaling issues, which can hinder practical utilization and broad adoption.\"}]",1782680926,43,null]