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Title: GDP, Unemployment, Government Expenditure in Bangladesh: Testing the Relevance of Okun’s Law

Abstract: This study examines the dynamic relationship among Gross Domestic Product (GDP), unemployment, and government expenditure in Bangladesh from 2010 to 2025. The analysis highlights a period of robust economic performance, with GDP growth consistently averaging above 6%, driven primarily by manufacturing, garment exports, and the service sector. Despite the significant disruption caused by the COVID-19 pandemic in 2020, which saw growth dip to 3.45%, the economy demonstrated structural resilience and a rapid recovery. Concurrently, government expenditure has expanded significantly as a fiscal tool for development, particularly through large-scale infrastructure projects and social safety nets. Public spending rose from BDT 1,217 billion in 2016 to over BDT 2,218 billion by 2025. However, this expansionary stance has not fully addressed labor market inefficiencies. Unemployment has remained relatively stable between 3% and 5%, suggesting that the link between GDP growth and job creation is weak, thereby offering only limited support for Okun’s Law in the Bangladeshi context. The study identifies persistent structural challenges, including high youth unemployment and skill mismatches, and concludes that inclusive growth policies and labor market reforms are essential to translate macroeconomic gains into sustainable employment generation.

By S.K.S. Yadav, Imran Hosen, Dhwani Gupta
In Volume: 15,Issue: 1
Title: A Qualitative Analysis of 40 Case Studies on BUBT Students' Admission Experience and Satisfaction

Abstract: Based on in-depth case studies of forty students from all academic departments, this study offers a thorough qualitative examination of the admission experiences and satisfaction of students at Bangladesh University of Business and Technology (BUBT). This study finds important factors impacting admission decisions, student happiness, and retention intentions using NVivo 14 software for rigorous qualitative data analysis. The results show a complicated paradox: although 90% of students selected BUBT mainly because of its reasonably priced tuition (20,000–25,000 BDT per semester), they also voiced serious discontent with the qualifications of the instructors, classroom conduct, bullying on Facebook, and subpar housing. With 92.5% of female students satisfied, the proctorial system was found to be the most favorable element. Nonetheless, 65% of students said they had witnessed or experienced instructor annoyance in the form of yelling, canceling classes, or acting insultingly, and 85% of students desired senior teachers with PhDs. The fact that 80% of students said they would be willing to pay an additional 5,000–10,000 BDT per semester if BUBT hired internationally renowned PhD staff and addressed behavioral concerns with teachers is also remarkable. Additionally, 45% of students saw their institution rating as a direct advantage for their own careers, according to the report. Eight evidence-based recommendations, with projected implementation timescales ranging from immediate to two years, are included in the research's conclusion. These recommendations include urgent PhD faculty recruitment, teacher training programs, hostel expansion, and official Facebook group moderating.

By S.K.S. Yadav, Tasfiunnoor Pinky, Dhwani Gupta
In Volume: 15,Issue: 1
Title: Mediation as a Transformative Mechanism in Insolvency Resolution Under the IBC: Emerging Dimensions Under the Mediation Act, 2023

Abstract: The Insolvency and Bankruptcy Code, 2016 (IBC) was enacted to ensure time-bound insolvency resolution, maximisation of asset value, and balancing of stakeholders’ interests. Nevertheless, increasing procedural delays, adversarial litigation, and mounting pendency before the National nyny Law Tribunal (NCLT) have diluted the efficiency of the insolvency framework. In this evolving context, mediation has emerged as a constructive and commercially viable mechanism capable of harmonising creditor-debtor relations while preserving enterprise value. The enactment of the Mediation Act marks a significant legislative shift towards institutional and pre-litigation mediation in India’s dispute resolution architecture. This paper critically examines the growing interface between mediation and insolvency law in India with special reference to recent developments under the IBC regime. It analyses how consensual dispute resolution can supplement the rigid adjudicatory model of insolvency proceedings, particularly in operational debt disputes, inter-creditor disagreements, avoidance transactions, and pre-packaged insolvency mechanisms. The study further evaluates the Insolvency and Bankruptcy Board of India’s proposal permitting operational creditors to opt for mediation prior to initiating proceedings under Section 9 of the IBC, thereby institutionalising a culture of negotiated settlements within insolvency jurisprudence. The paper argues that mediation can substantially reduce litigation costs, preserve business continuity, maintain commercial relationships, and decongest insolvency tribunals without undermining the objectives of the IBC. It also explores the compatibility of mediated settlements with the principles of creditor autonomy, procedural fairness, and economic efficiency. By examining comparative global practices and contemporary Indian reforms, the paper concludes that mediation represents not merely an adjunct remedy but a transformative jurisprudential tool capable of reshaping insolvency governance in India from adversarial resolution to collaborative restructuring.

By Ashok Kumar Sharma
In Volume: 15,Issue: 1
Title: Digital Payments and Fraud in India: A Systematic Review of UPI's Growth and Machine Learning-Based Detection Frameworks

Abstract: India's Unified Payment Interface (UPI) can be stated as the most revolutionary payment system of the twenty-first century. It processed over 21 billion transactions worth ?27.97 lakh crore in December 2025 alone. These figures dictate both its remarkable reach and the security challenges it presents. Since its launch in April 2016 by the National Payments Corporation of India (NPCI), UPI has outpaced traditional digital payment systems, and now over 85% of digital transactions in India are done using UPI. Though the growth is remarkable, it allows new kinds of frauds and scams to arise. Studies show that digital fraud has surged by 346% during COVID-19. This paper examines the empirical and review studies from 2017 to 2026 related to the intersection of UPI’s exponential growth and evolving landscape of digital payment frauds in India. The study critically evaluates the most dominant types of fraud typologies, like phishing, QR code manipulation, KYC impersonation, and social engineering scams, along with the methods used for the prevention of such types of fraud, like machine learning and deep learning architectures. The review finds that machine learning and deep learning architectures achieved over 99% accuracy in the detection of fraud. There are still persistent challenges like class imbalance, data privacy, and adaptive fraudulent behavior. The paper argues that effective fraud mitigation and prevention require more than algorithmic advancement. A multi-layered response integrating system, regulatory dimensions, and user awareness is still required to tackle and prevent fraudulent activities.

By Abhishek Mishra and Dr. Mahendra Pal Singh Yadav
In Volume: 15,Issue: 1
Title: Chanakya Niti in the Digital Age: A Strategic Approach to Employee Stress Management in IT Sector

Abstract: Purpose: The current research paper analyzes that in IT sector, how strategic practices based on Chanakya Niti influence stress management in the National Capital Region (NCR). The paper signifies the importance of classical strategic wisdom in the contemporary organizational setting in reaction to the increasing stress at the workplace precipitated by the technological demands and competitive work environment. Methodology: A cross sectional and quantitative method was applied in this study. For data collection purpose, primary source like questionnaire was disseminated to gathered the significant information from 400 respondents which were utilized for statistical tests application as per the suitability of hypothesis. For assess the relations and check the effect of variables in this study, correlation and regression analysis were applied. Findings: The results show that the strategic practices of Chanakya Niti are moderately implemented in IT organizations, and employee stress management is moderate, and the issue of burnout is still apparent. The correlation analysis has revealed that strategic practices and employee stress management have a strong positive relationship. Moreover, regression analysis proved that the practices based on Chanakya Niti have a statistically direct relation with the stress management of employees. Practical Implications: The study shows that the old strategic concepts such as ethical governance, strategic foresight, emotional intelligence, and disciplined leadership can be applied to the new management practices by companies to benefit. Nonetheless, the practices must be supplemented with more extensive employee well-being programs, and supportive workplace policies. Originality/Value: It offers a testimony on the applicability of traditional Indian strategic wisdom to the contemporary workplace issues, especially in managing employee stress in the IT industry.

By Shreya Panwar, Shivani Gupta
In Volume: 15,Issue: 1
Title: A Qualitative Analysis of 40 Case Studies on BUBT Students' Admission Experience and Satisfaction

Abstract: Based on in-depth case studies of forty students from all academic departments, this study offers a thorough qualitative examination of the admission experiences and satisfaction of students at Bangladesh University of Business and Technology (BUBT). This study finds important factors impacting admission decisions, student happiness, and retention intentions using NVivo 14 software for rigorous qualitative data analysis. The results show a complicated paradox: although 90% of students selected BUBT mainly because of its reasonably priced tuition (20,000–25,000 BDT per semester), they also voiced serious discontent with the qualifications of the instructors, classroom conduct, bullying on Facebook, and subpar housing. With 92.5% of female students satisfied, the proctorial system was found to be the most favorable element. Nonetheless, 65% of students said they had witnessed or experienced instructor annoyance in the form of yelling, canceling classes, or acting insultingly, and 85% of students desired senior teachers with PhDs. The fact that 80% of students said they would be willing to pay an additional 5,000–10,000 BDT per semester if BUBT hired internationally renowned PhD staff and addressed behavioral concerns with teachers is also remarkable. Additionally, 45% of students saw their institution rating as a direct advantage for their own careers, according to the report. Eight evidence-based recommendations, with projected implementation timescales ranging from immediate to two years, are included in the research's conclusion. These recommendations include urgent PhD faculty recruitment, teacher training programs, hostel expansion, and official Facebook group moderating.

By S.K.S. Yadav, Tasfiunnoor Pinky, Dhwani Gupta
In Volume: 15,Issue: 1

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