Human–Machine Collaboration, Workplace Learning, and Organizational Restructuring in the Fourth Industrial Revolution
Edime YUNUSA, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
Ejuchegahi Anthony ANGWAOMAODOKO, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
Timothy Abayomi ATOYEBI, Ph. D, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
MSI Journal of Economics and Business Management (MSIJEBM) | DOI https://zenodo.org/records/19760803 | Page 01 to 25
Abstract
The transformation of work driven by advanced digital technologies has intensified the need to understand how human–machine collaboration shapes learning and organizational change, particularly within the context of the Fourth Industrial Revolution. This paper examined the role of human–machine collaboration in redefining work processes and employee roles, evaluated how workplace learning supports employees’ adaptation to technology-enabled environments, and analyzed how organizations restructure their systems and operations in response to these changes. The study was anchored on socio-technical systems theory, which explains the interdependence between human and technological components in achieving organizational effectiveness. An analytical literature review approach was adopted, involving the systematic selection, evaluation, and synthesis of recent empirical and theoretical studies published between 2020 and 2026. The findings revealed that human–machine collaboration leads to the redistribution of tasks, with employees increasingly performing cognitive and supervisory roles, while machines handle routine and data-driven functions. Workplace learning emerges as a critical mechanism for adaptation, with both formal training and experiential learning enabling employees to interact effectively with intelligent systems. The paper further showed that organizations respond through structural and operational adjustments, including role redefinition, workflow redesign, and the adoption of flexible organizational models. The paper concluded that the success of human–machine collaboration depends on the alignment of technological adoption with continuous learning and deliberate organizational restructuring. The paper therefore recommended among others that they should be institutionalization of continuous learning systems, strategic job redesign, and integrated restructuring approaches to enhance workforce adaptability and organizational performance in technology-driven environments.
Keywords: Human–Machine Collaboration, Workplace Learning, Organizational Restructuring, Fourth Industrial Revolution.
All articles published by MSIP are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of any MSIP article, including figures and tables.
For articles published under a Creative Commons CC BY 4.0 license, any part of the article may be reused for any purpose, including commercial use, provided that the original MSIP article is clearly cited.
Digital Risk Management and Cybercrime Prevention in Emerging Market Telecommunications: A Multi-Model Quantitative Analysis
Eugene Nfor, Ph. D, student Africa International University.
Dr. Caleb Onjure, Ph. D, Senior lecturer Africa International University.
Dr. Eng John Mosonik, Ph. D, Senior lecturer Africa International University.
MSI Journal of Economics and Business Management (MSIJEBM) | DOI https://zenodo.org/records/19690348 | Page 01 to 22
Abstract
Digital risk management (IRM) is a foundational pillar of cybersecurity governance frameworks, yet its empirical relationship to cybercrime-prevention outcomes in telecommunications in developing economies remains underspecified. This study examines the predictive value of digital risk management for cybercrime prevention among mobile network operators (MNOs), using a quantitative cross-sectional survey design with 278 MNO employees (response rate: 88.0%). Three hierarchical regression models are estimated: Model 1 tests IRM as a sole predictor (R² = .365, β = .344, p < .001); Model 2 introduces four peer digital leadership predictors AI strategy, digital literacy, forensic investigation, and board governance—demonstrating that IRM retains a significant independent contribution (β = .151, p = .007) within a competitive multi-predictor environment; and Model 3 adds the regulatory environment as a contextual control, which attenuates IRM’s direct coefficient to borderline significance (β = .108, p = .062) while a companion moderation analysis confirms regulatory environment strongly activates IRM (moderated β = .402, p < .001, ΔR² = .320). Sub-scale decomposition reveals that risk identification (β = .154, p = .008) and risk assessment (β = .152, p = .013) drive IRM’s security contribution, while risk treatment does not independently predict cybercrime prevention when the other dimensions are controlled. These findings advance the digital risk management literature by demonstrating that IRM’s security value is dimension-specific, context-conditional, and contingent on the regulatory environment through which it is activated. Practical implications for risk management strategy, regulatory design, and digital leadership in MNOs are discussed.
Keywords: digital risk management; cybercrime prevention; quantitative; mobile network operators; emerging markets; hierarchical regression; regulatory environment; risk identification; risk assessment; digital leadership
All articles published by MSIP are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of any MSIP article, including figures and tables.
For articles published under a Creative Commons CC BY 4.0 license, any part of the article may be reused for any purpose, including commercial use, provided that the original MSIP article is clearly cited.
Graduate Unemployment and the Crisis of Skill Relevance: Evidence from Rural Nigeria
Ejuchegahi Anthony ANGWAOMAODOKO, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
Edime YUNUSA, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
Cosmas VICTOR, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
Ojochenemi Bartholomew UKPOJU, Department of Educational Foundation and Management Studies, Kogi State College of Education, Ankpa, Kogi State – Nigeria.
Julius Olugbenga OWOYEMI, Ph. D, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
Timothy Abayomi ATOYEBI, Ph. D, Department of Sociology, Faculty of Social Sciences, Prince Abubakar Audu University, Anyigba, Kogi State – Nigeria.
MSI Journal of Economics and Business Management (MSIJEBM) | DOI https://zenodo.org/records/19681963 | Page 01 to 26
Abstract
Graduate unemployment in Nigeria has persisted despite the expansion of tertiary education, raising concerns about the relevance of acquired skills to labour market realities, particularly within rural contexts where economic opportunities are limited. This paper therefore looked at graduate unemployment and the crisis of skill relevance: Evidence from rural Nigeria, examined the patterns and forms of graduate unemployment, evaluates the relevance of skills obtained from tertiary institutions to rural labour market demands, and analyses the relationship between skill mismatch and unemployment outcomes. The paper was anchored on the Human Capital Theory which links education to productivity and employability. A systematic review methodology relying on secondary data was adopted, drawing on recent peer-reviewed studies published between 2020 and 2026, with clearly defined inclusion and exclusion criteria to ensure methodological rigour. The paper revealed that graduate unemployment in rural Nigeria manifests in open unemployment, underemployment, and seasonal engagement, driven largely by weak labour absorption and limited economic diversification. The paper further established that skills acquired from tertiary institutions are often misaligned with the needs of rural economies, thereby reinforcing a persistent skill mismatch that constrains employability. It concluded that the expected returns to education are undermined when skill relevance is weak and when structural constraints limit the utilisation of human capital. The paper therefore recommended overhauled curriculum reforms that emphasise practical and context-specific competencies, stronger collaboration between educational institutions and local industries, and targeted investment in rural economic development to enhance job creation and skill utilisation.
Keywords: Graduate Unemployment, Skill Relevance, Skill Mismatch, Rural Nigeria, Employability.
All articles published by MSIP are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of any MSIP article, including figures and tables.
For articles published under a Creative Commons CC BY 4.0 license, any part of the article may be reused for any purpose, including commercial use, provided that the original MSIP article is clearly cited.
The Case to Abolish the CPA Education Requirement: A Study of Accounting, Ethics and Governance
Robert W. McGee, Fayetteville State University.
MSI Journal of Economics and Business Management (MSIJEBM) | DOI https://zenodo.org/records/19627057 | Page 01 to 13
Abstract
The cost of becoming a certified public accountant (CPA) has become prohibitive for many potential CPA candidates. As of this writing, most candidates have to take 150 semester hours of college coursework in order to qualify for the CPA exam. There is an effort to reduce that requirement to 120 semester hours to deal with the decline in accountants and CPAs. However, even if this reduction can be adopted, the cost of becoming a CPA would still be high, and may be prohibitive for many potential candidates, especially those with low income. The author recommends uprooting the present system by abolishing the college education requirement and allowing CPA candidates to obtain the knowledge they need to pass the CPA exam in other, less expensive ways. Two new options are outlined and are compared to the status quo. Both new options were found to be much more cost effective than the status quo. The present cost of obtaining a CPA can exceed $100,000. Abandoning the 150-semester hour requirement and allowing CPA candidates to prepare for the exam in other ways can drop that cost to about $5,000, a savings of 95 percent. The time needed to prepare for the exam can be reduced from 60 months to 18 months. If implemented, the plan outlined in this article could reverse the decline in the CPA population that has occurred in recent years.
Keywords: 150 semester hours, CPA, exam, AICPA, NASBA.
All articles published by MSIP are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of any MSIP article, including figures and tables.
For articles published under a Creative Commons CC BY 4.0 license, any part of the article may be reused for any purpose, including commercial use, provided that the original MSIP article is clearly cited.
TRADE LIBERALIZATION AND ECONOMIC GROWTH IN CAMEROON: EVIDENCE FROM ARDL BOUNDS TESTING (1980-2024)
NDOUOP Alain Marcel, University of Douala (Ph. D Candidate)
MSI Journal of Economics and Business Management (MSIJEBM) | DOI https://zenodo.org/records/19625135 | Page 01 to 25
Abstract
This study examines the dynamic relationship between trade openness and economic growth over the period 1980-2024 using an Autoregressive Distributed Lag (ARDL) modeling framework. The control variables for the study include Foreign Direct Investment (FDI) and Exchange. Descriptive statistics reveal considerable volatility in economic growth, alongside moderate fluctuations in trade openness and exchange rate movements, while FDI inflows remain relatively low and unstable. Correlation results indicate positive and statistically significant associations between economic growth and trade (r = 0.5912), FDI (r = 0.4089), and exchange rate (r = 0.3865), providing preliminary evidence of growth-enhancing external sector linkages. Unit root tests confirm a mixed order of integration, with GDP growth integrated at level and other variables at first difference, thus justifying the ARDL bounds testing approach. The bounds test strongly confirms the existence of cointegration, indicating a stable long-run equilibrium relationship among the variables. Long-run estimates reveal that trade openness and exchange rate exert positive and statistically significant effects on economic growth, while FDI shows a positive but weakly significant impact. In the short run, FDI exhibits a negative and significant effect, reflecting adjustment costs and structural constraints.
The error correction term is negative and highly significant, indicating a rapid speed of adjustment toward long-run equilibrium. Diagnostic tests confirm the robustness of the model, showing no evidence of serial correlation, heteroskedasticity, or non-normality. The findings emphasize the importance of trade integration and exchange rate stability in promoting sustained economic growth, while highlighting the need to strengthen domestic absorptive capacity to fully benefit from foreign investment.
Keywords: Economic growth; Trade openness; Foreign direct investment; Exchange rate; ARDL; Cointegration; Macroeconomic dynamics.
All articles published by MSIP are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of any MSIP article, including figures and tables.
For articles published under a Creative Commons CC BY 4.0 license, any part of the article may be reused for any purpose, including commercial use, provided that the original MSIP article is clearly cited.
INTEREST-BASED RELATIONAL APPROACH FOR CONFLICT RESOLUTION IN A CONGREGATIONAL SYSTEM
Elvis Samari N. Tamfu, Cameroon Baptist Convention.
MSI Journal of Economics and Business Management (MSIJEBM) | DOI https://zenodo.org/records/19498126 | Page 01 to 12
Abstract
Conflict is an inevitable aspect of any organizational setting, including ecclesiological ones. When poorly managed, it has been a major root cause of organizational stagnation and inefficiency. In the context of the church organization, conflict accounts for many church splits, a perpetual crisis, and, in some cases, constant judicial battles. This paper examines an interest-based related approach as a tool for conflict resolution in the congregational system of church governance. Finally, it proposes recommendations for using the interest-based relational (IBR) approach to resolve conflicts in the congregational system.
Keywords: Interest-based relational approach, conflict resolution, congregational system
All articles published by MSIP are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of any MSIP article, including figures and tables.
For articles published under a Creative Commons CC BY 4.0 license, any part of the article may be reused for any purpose, including commercial use, provided that the original MSIP article is clearly cited.
Tourism Intensity and Regional Monetary Transmission: Evidence from the Algarve
Vahick A. Yedgarian, Arkansas State University, AR, USA.
Ram Paudel, International American University, Los Angeles, California.
MSI Journal of Economics and Business Management (MSIJEBM) | DOI https://zenodo.org/records/19451491 | Page 01 to 20
Abstract
This study investigates regional heterogeneity in the transmission of monetary policy within a tourism-dependent economy, focusing on Portugal’s NUTS II regions and the Algarve as a case study. Using quarterly panel data from 2000Q1 to 2024Q4, the analysis combines high-frequency identified European Central Bank (ECB) monetary policy shocks with a tourism-intensity index to estimate dynamic responses through a local projection framework. The results reveal that tourism-intensive regions experience significantly larger and more persistent contractions in tourism activity, employment, and housing markets following monetary tightening. In particular, tourism demand emerges as the dominant transmission channel, accounting for nearly half of the differential regional response. Housing and credit channels further amplify these effects, reflecting the strong link between tourism activity and real estate markets. Robustness checks confirm that these findings are not driven by the COVID-19 period, alternative identification strategies, or measurement approaches. The results highlight the importance of sectoral specialization in shaping monetary transmission and demonstrate that a uniform monetary policy can generate asymmetric regional outcomes within a currency union. These findings carry important implications for macroprudential policy design and regional economic resilience in tourism-dependent economies.
Keywords: Monetary policy transmission; Regional heterogeneity; Tourism intensity
All articles published by MSIP are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of any MSIP article, including figures and tables.
For articles published under a Creative Commons CC BY 4.0 license, any part of the article may be reused for any purpose, including commercial use, provided that the original MSIP article is clearly cited.
