Assessing the Impact of Director Interlocks on Corporate Performance and Earnings Manipulation

Authors

  • P Sudha Dhaanish Ahmed College of Engineering, Chennai, Tamil Nadu, India.
  • V Pradeep Dhaanish Ahmed College of Engineering, Chennai, Tamil Nadu, India.
  • S Prabhakaran Dhaanish Ahmed College of Engineering, Chennai, Tamil Nadu, India.
  • S Saranya Devi Dhaanish Ahmed College of Engineering, Chennai, Tamil Nadu, India.
  • A Lillyroslin Dhaanish Ahmed College of Engineering, Chennai, Tamil Nadu, India.

DOI:

https://doi.org/10.17605/cajssh.v6i3.1186

Keywords:

Board of Director Interlock, Firm Performance, Return On Asset, Earnings Management, Discretionary Accrual

Abstract

This study aims to identify and analyze the effect of board of director interlock on firm performance and earnings management in non-financial public companies in 2016. A quantitative research approach was adopted, with the population consisting of firms that met specific criteria relevant to the research. A total of 199 firms qualified and were included in the study. The analysis model used was Simple Linear Regression, conducted using the statistical software SPSS version 23. The primary objective was to examine whether interlocking directorships—where a board member holds a position on the board of more than one company—have a significant impact on a company’s financial and market performance, as well as its earnings management practices. The hypothesis testing revealed that board of director interlock does not have a statistically significant effect on firm performance, whether measured by financial performance indicators such as Return on Assets (ROA) or by market performance indicators such as Tobin’s Q. Furthermore, the presence of board interlock was also found to have no significant influence on earnings management, as measured through discretionary accruals. These findings suggest that board interlock, in the context of the sampled firms, does not play a substantial role in influencing firm performance or earnings management practices.

References

1. M. A. Shbool, F. Altarazi, and W. H. AlAlaween, “A Dynamic Nonlinear Autoregressive Exogenous Model to Analyze the Impact of Mobility during COVID-19 Pandemic on the Electricity Consumption Prediction in Jordan: Covid-19 Mobility Impact Model For Electricity Consumption In Jordan,” J. Sci. Ind. Res. (India), vol. 83, no. 2, pp. 164–173, Feb. 2024.
2. A. Joshi, P. Shahabadkar, V. Patil, K. Nandurkar, A. A. W. Ansari, and A. Shinde, “An Approach for Improving Admissions: A Case Study of an Unaided Undergraduate Engineering Institute,” J. Eng. Educ. Transform., vol. 37, Spec. Issue 2, pp. 588–594, 2024.
3. S. Akram and Z. Pervaiz, "Estimation of inequality of opportunities across countries: a multidimensional approach," Stud. Econ. Econometrics, vol. 48, no. 1, pp. 18–41, 2024.
4. S. Akram and Z. Pervaiz, "The Role of Institutions and Social Inclusion in Trust Building," Qual. Quant., vol. 58, pp. 3887–3903, 2024.
5. A. Hoti and A. Dermaku, "Corporate governance in the banking industry of Kosovo: does board size and board independence matter?" International Journal of Finance & Banking Studies, vol. 7, no. 3, pp. 20-34, 2018.
6. D. Qehaja, F. Zeka, and A. Hoti, "The effect of foreign direct investments on trade balance in southeast Europe during the period 2000–2018," International Journal of Applied Economics, Finance and Accounting, vol. 13, no. 1, pp. 29-39, 2022.
7. E. Perjuci and A. H. O. Hoti, "The effects of international financial reporting standards implementation on the financial performance and position of businesses in developing countries: Evidence from Kosovo," International Journal of Applied Economics, Finance and Accounting, vol. 13, no. 1, pp. 1-9, 2022.
8. N. R. Palakurti and N. Kanchepu, “Machine learning mastery: Practical insights for data processing,” in Advances in Systems Analysis, Software Engineering, and High Performance Computing, IGI Global, USA, pp. 16–29, 2024.
9. N. R. Palakurti and S. Kolasani, “AI-driven modeling: From concept to implementation,” in Advances in Systems Analysis, Software Engineering, and High Performance Computing, IGI Global, USA, pp. 57–70, 2024.
10. N. R. Palakurti, "Bridging the gap: Frameworks and methods for collaborative business rules management solutions," Int. Sci. J. Res., vol. 6, no. 6, pp. 1-22, Mar. 2024.
11. N. R. Palakurti, "Data visualization in financial crime detection: Applications in credit card fraud and money laundering," Int. J. Manag. Educ. Sustain. Dev., vol. 6, no. 6, pp. 1-19, Jun. 2023.
12. D. B. Acharya, B. Divya, and K. Kuppan, "Explainable and fair AI: Balancing performance in financial and real estate machine learning models," IEEE Access, vol. 12, no.10, pp. 154022–154034, 2024.
13. K. Kuppan, D. B. Acharya, and B. Divya, "Foundational AI in insurance and real estate: A survey of applications, challenges, and future directions," IEEE Access, vol. 12, no. 12, pp. 181282–181302, 2024.
14. R. K. Dahal, "Customer satisfaction in Nepalese cellular networks," Tribhuvan University Journal, vol. 33, no. 2, pp. 59–72, 2019.
15. R. K. Dahal, "Contemporary management accounting techniques and organizational performance," Pravaha, vol. 26, no. 1, pp. 177–185, 2020.
16. R. K. Dahal, "Assessing social and environmental performance," Academy of Accounting and Financial Studies Journal, vol. 25, no. 6, pp. 1–9, 2021.
17. D. Mahat, “Readiness for Artificial Intelligence Integration in Government Services: Perspectives from Ramechhap District Employees,” Journal Multidisiplin Madani, vol. 4, no. 4, pp. 486–495, 2024.
18. D. Mahat, “Unveiling Faculty Performance through Student Eyes: A Comparative Study of Perspectives,” Formosa Journal of Multidisciplinary Research, vol. 2, no. 9, pp. 1575–1596, 2023.
19. S. K. Shrestha and D. Mahat, “Fortitude and Fortune: Unveiling the Pillars of Women’s Entrepreneurial Success,” Nepal Journal of Multidisciplinary Research, vol. 7, no. 3, pp. 76–89, 2024.
20. R. K. Dahal, "Performance score as a measure of organizational effectiveness," Pravaha, vol. 27, no. 1, pp. 131–138, 2021.
21. R. K. Dahal, "Customers' perspectives on the Nepalese cellular telecommunications services' technological and innovation capabilities," International Journal of Social Sciences and Management, vol. 9, no. 1, pp. 41–47, 2022.
22. D. B. Acharya, K. Kuppan and B. Divya, "Agentic AI: Autonomous Intelligence for Complex Goals—A Comprehensive Survey," in IEEE Access, vol. 13, no.1, pp. 18912-18936, 2025.
23. N. R. Palakurti, "Empowering rules engines: AI and ML enhancements in BRMS for agile business strategies," Int. J. Sustainable Dev. Through AI, ML and IoT, vol. 1, no. 2, pp. 1-20, Dec. 2022.
24. N. R. Palakurti, "Governance strategies for ensuring consistency and compliance in business rules management," Trans. Latest Trends Artif. Intell., vol. 4, no. 4, pp. 1-20, Sep. 2023.
25. N. R. Palakurti, "Intelligent security solutions for business rules management systems: An agent-based perspective," Int. Sci. J. Res., vol. 6, no. 6, pp. 1-20, Jan. 2024.
26. H. Hoti and L. S. Sopa, "Compliance with International Standards on Auditing (ISAs): Evidence from Kosovo for the Financial Reporting Period 2015–2019," Finance: Theory and Practice, vol. 26, no. 2, pp. 219-230, 2022.
27. S. Akram and Z. Pervaiz, "Assessing Inequality of Opportunities for Child Well-being in Pakistan," Child Ind. Res., 2025.
28. S. Akram, F. Zahid, and Z. Pervaiz, "Socioeconomic determinants of early childhood development: evidence from Pakistan," J. Health Popul. Nutr., vol. 43, no. 1, p. 70, 2024.
29. S. Akram, M. U. Hassan, and M. F. Shahzad, "Factors Fuelling the Persistence of Child Labour: Evidence from Pakistan," Child Ind. Res., vol. 17, no. 4, pp. 1771–1790, 2024.
30. S. Akram, M. Raashid, M. Usman, S. Shahzad, and S. Zareen, "Correlates of Low Birth Weight and Effectiveness of Kangaroo Mother Care for its Management: Lessons Learned from A Tertiary Care Hospital of Lahore, Pakistan," J. Educ. Soc. Stud., vol. 5, no. 3, pp. 213–220, 2024.
31. S. Akram, Z. Pervaiz, and A. R. Chaudhary, "The Impact of Income Inequality and Intergenerational Mobility on Human Development: An empirical evidence from Pakistan," Int. J. Disaster Recovery Bus. Contin., vol. 12, no. 1, pp. 263–268, 2021.
32. S. Akram, "Bridging the gap: understanding out-of-school children in Pakistan," Vulnerable Child. Youth Stud., vol. 19, no. 3, pp. 454–469, 2024.
33. A. Joshi, P. Shahabadkar, and A. Hippalgaonkar, “Enhancing Placements in Educational Institutes: A Novel Approach,” J. Eng. Educ. Transform., vol. 37, Spec. Issue 2, pp. 140–145, 2024.
34. V. Lele, A. Joshi, P. Shahabadkar, and V. Patil, “Enhancing Employability Skills through Student Participation,” Educ. India J.: A Q. Ref. J. Dialogues Educ., vol. 10, no. 4, pp. 296–305, 2021.
35. P. Shahabadkar, A. Joshi, and K. Nandurkar, “Enhancing Employability Skills and Placements in Technical Institutes: A Case Study,” J. Eng. Educ. Transform., vol. 34, no. 4, pp. 13–21, 2021.
36. P. Shahabadkar, A. Joshi, V. Lele, and V. Patil, “Understanding Aspirations of First Year Undergraduate Engineering Students,” J. Eng. Educ. Transform., vol. 34, Spec. Issue, pp. 86–92, 2021.
37. S. Sangle, A. Joshi, P. Pawar, and K. Nandurkar, “Improving Student Learning Performance during Online Lectures,” J. Eng. Educ. Transform., vol. 34, Spec. Issue, pp. 236–242, 2021.
38. V. M. Aragani and P. K. Maroju, "Future of blue-green cities emerging trends and innovations in iCloud infrastructure," in Advances in Public Policy and Administration, pp. 223–244, IGI Global, USA, 2024.
39. L. N. R. Mudunuri, V. M. Aragani, and P. K. Maroju, "Enhancing Cybersecurity in Banking: Best Practices and Solutions for Securing the Digital Supply Chain," Journal of Computational Analysis and Applications, vol. 33, no. 8, pp. 929-936, Sep. 2024.
40. V. M. Aragani, "The Future of Automation: Integrating AI and Quality Assurance for Unparalleled Performance," International Journal of Innovations in Applied Sciences & Engineering, vol. 10, no.S1, pp. 19-27, Aug. 2024.
41. V. M. Aragani and L. N. R. Mudunuri, "Bill of Materials Management: Ensuring Production Efficiency," International Journal of Intelligent Systems and Applications in Engineering, vol. 12, no. 23, pp. 1002-1012, Jul. 10, 2024.
42. R. Shrivastava and N. K. Surarchith, "Effect of employees’ attitude towards ERP post implementation on support of top management and business performance – A study of critical success factors on post implementation," The J. Contemp. Issues Bus. Gov., vol. 27, no. 2, pp. 684–689, 2021.
43. R. Shrivastava and S. Shrivastava, "Relationship marketing: Spoke of a wheel reference to industrial customer’s expectations and contentment towards identification products," J. Bus. Manag. Soc. Sci. Res., vol. 1, no. 3, pp. 79–82, 2012.
44. P. K. Maroju, "Assessing the Impact of AI and Virtual Reality on Strengthening Cybersecurity Resilience Through Data Techniques," International Journal of Innovations in Applied Sciences & Engineering, vol. 10, no. 1, pp. 1-9, 2024.
45. P. K. Maroju, "Enhancing White Label ATM Network Efficiency: A Data Science Approach to Route Optimization with AI," FMDB Transactions on Sustainable Computer Letters, vol. 2, no. 1, pp. 40-51, 2024.
46. P. K. Maroju, "Advancing Synergy of Computing and Artificial Intelligence with Innovations: Challenges and Future Prospects," FMDB Transactions on Sustainable Intelligent Networks, vol. 1, no. 1, pp. 1-14, 2024.
47. P. K. Maroju, "Data Science for a Smarter Currency Supply Chain: Optimizing Cash Flow with Machine Learning for White Label ATMs," FMDB Transactions on Sustainable Computing Systems, vol. 2, no. 1, pp. 43-53, 2024.
48. P. K. Maroju, "Leveraging Machine Learning for Customer Segmentation and Targeted Marketing in BFSI," International Transactions in Artificial Intelligence, vol. 7, no. 7, pp. 1-20, Nov. 2023.
49. P. K. Maroju, "Optimizing Mortgage Loan Processing in Capital Markets: A Machine Learning Approach," International Journal of Innovations in Scientific Engineering, vol. 17, no. 1, pp. 36–55, Apr. 2023.
50. P. K. Maroju, "Cloud Computing as a Catalyst for Digital Transformation in the Banking Industry: Enhancing Efficiency, Customer Experience, and Compliance," International Journal of Holistic Management Perspectives, vol. 4, no. 4, p.5, Jan. 2023.
51. P. K. Maroju, "AI-Powered DMAT Account Management: Streamlining Equity Investments and Mutual Fund Transactions," International Journal of Advances in Engineering Research, vol. 25, no. 1, pp. 7–18, Dec. 2022.
52. P. K. Maroju, "Conversational AI for Personalized Financial Advice in the BFSI Sector," International Journal of Innovations in Applied Sciences and Engineering, vol. 8, no.2, pp. 156–177, Nov. 2022.
53. P. K. Maroju, "Empowering Data-Driven Decision Making: The Role of Self-Service Analytics and Data Analysts in Modern Organization Strategies," International Journal of Innovations in Applied Science and Engineering (IJIASE), vol. 7, Aug. 2021.
54. A. Muthulakshmi, J. Tamilselvi, and S. S. Hameed, "Moderating effects of challenges on self-efficacy and satisfaction of women street vendors," Int. J. Electron. Finance, vol. 13, no. 3, pp. 386–402, 2024.
55. T. Arumugam, S. S. Hameed, J. M. Ehya, V. Kadiresan, and R. Krishnaraj, "Impact of Artificial Intelligence on Customer Journey Mapping and Experience Design," in Optimizing Intelligent Systems for Cross-Industry Application, pp. 121–136, IGI Global, 2024.
56. V. Kadiresan, S. S. Hameed, and B. Subramaniam, "Empathizing the Effect of Mobile Coupon Promotions on Social Shopping Behaviour," FMDB Trans. Sustain. Hum. Soc., vol. 1, no. 1, pp. 30–38, 2024.
57. T. Arumugam, S. Hameed, J. M. Ehya, R. Krishnaraj, and S. Subbulakshmi, "Empowering Distributors by Leveraging Consumer Tenacity With Advanced Marketing Intelligence Systems and Intelligent Process Automation," in Advancements in Intelligent Process Automation, pp. 459–480, IGI Global, 2025.
58. R. Shrivastava, "Analysis of constructs on organizational culture and innovation culture in 'private educational institutions'," J. Posit. School Psychol., vol. 6, no. 2, pp. 130–142, Mar. 2022.
59. R. Shrivastava, "Effect of substantial competent team on training after ERP implementation, continual system improvement, department related to decision support and business performance – A study," J. Contemp. Issues Bus. Gov., vol. 27, no. 2, pp. 690–698, 2021.
60. R. Shrivastava, "Role of artificial intelligence in future of education," Int. J. Prof. Bus. Rev., vol. 8, no. 1, pp. 1–15, 2023.
61. R. Shrivastava, "Role of HRIS in redefining HR maneuvers," Challenges and Opportunities in Social Sciences, Humanities and Business Management, vol. 1, pp. 61–64, Nov. 2019.
62. R. Shrivastava, "Talent management and effectiveness of recruitment process: A study of higher education institutions in Central India," Int. J. Prof. Bus. Rev., vol. 7, no. 6, pp. 1–15, Dec. 2022.
63. S. Shrivastava and R. Shrivastava, "Role of entrepreneurship in economic development," Int. J. Manag. Soc. Sci. Res., vol. 2, no. 2, pp. 1–5, 2013.
64. V. M. Aragani, "AI-Powered Computer-Brain Interfaces are Redefining the Boundaries of Human Potentials: Reinviting Our Humanity with AI," Excel International Journal of Technology, Engineering and Management, vol. 11, no. 1, pp. 21-34, Mar. 20, 2024.
65. V. M. Aragani, "Leveraging AI and Machine Learning to Innovate Payment Solutions: Insights into SWIFT-MX Services," International Journal of Innovations in Scientific Engineering, vol. 17, no. 1, pp. 56-69, Apr. 2023.
66. V. M. Aragani, "Unveiling the Magic of AI and Data Analytics: Revolutionizing Risk Assessment and Underwriting in the Insurance Industry," International Journal of Advances in Engineering Research, vol. 24, no. 6, pp. 1-13, Dec. 2022.
67. V. M. Aragani, "Securing the Future of Banking: Addressing Cybersecurity Threats, Consumer Protection, and Emerging Technologies," International Journal of Innovations in Applied Sciences and Engineering, vol. 8, no.1, pp. 178-196, Nov. 11, 2022.
68. A. Joshi, K. Nandurkar, and P. Pawar, “A Novel Approach for Improving Quality of Learning Environment in Technical Institutions,” J. Eng. Educ. Transform., vol. 34, no. 1, pp. 93–108, 2020.
69. A. Joshi, V. Deshpande, and P. Pawar, “Evaluating the effect of organizational practices on work effectiveness of employees,” Int. J. Manag. Concepts Philos., vol. 12, no. 2, pp. 133–149, 2019.
70. A. Joshi, V. Deshpande, and P. Pawar, “An application of TOPSIS for selection of appropriate e-governance practices to improve customer satisfaction,” J. Project Manag., vol. 2, no. 3, pp. 93–106, 2017.
71. A. Joshi, V. Deshpande, and P. Pawar, “Identification of factors influencing the performance of government organizations and undertakings in India using analytic hierarchy process,” Int. J. Serv. Sci., vol. 6, no. 2, pp. 162–176, 2017.
72. M. A. Shbool, O. S. Arabeyyat, A. Al-Bazi, and W. H. AlAlaween, “An Integrated Multi-Criteria Decision-Making Framework for a Medical Device Selection in the Healthcare Industry,” Cogent Eng., vol. 8, no. 1, Art. no. 1968741, Jan. 2021.
73. M. A. Shbool and B. Alanazi, “Application of Condition-Based Maintenance for Electrical Generators Based on Statistical Control Charts,” MethodsX, vol. 11, Art. no. 102355, Dec. 2023.
74. M. A. Shbool, A. Al-Bazi, L. Zureigat, and A. M. Mahafzah, “Assessing the Impact of Non-Pharmaceutical Interventions on Disease Infection in the Public Health Sector: A Hybrid Simulation Approach,” Int. J. Simul. Process Model., vol. 21, no. 2, pp. 130–146, Jan. 2024.
75. M. A. Shbool and M. D. Rossetti, “Decision-Making Framework for Evaluating Physicians’ Preference Items Using Multi-Objective Decision Analysis Principles,” Sustainability, vol. 12, no. 16, Art. no. 6415, Jan. 2020.
76. K. P. Naachimuthu, "We are from knowledge sharing culture," Management and Labour Studies, vol. 32, no. 3, pp. 369–374, 2007.
77. K. P. Naachimuthu, S. Bhuvaneshwari, and G. Sebastian, "PSG Eco-Literacy Scale (Revised 2017)," International Journal of Social Sciences, vol. 5, no. 4, pp. 581–587, 2017.
78. K. P. Naachimuthu, "Management Philosophies in Ramayana," Pragyaan: Journal of Management, vol. 6, no. 2, pp. 52–58, 2008.
79. K. P. Naachimuthu and K. Kalaiselvan, "Management lessons from Thirukkural," International Journal of Management Research and Business Strategy, vol. 1, no. 1, pp. 58–71, 2012.
80. K. P. Naachimuthu and T. Kalpana, "Graded Exposure and Use of Thiruppugazh for Stuttering: A Case Study," Indian Journal of Positive Psychology, vol. 13, no. 1, 2022.
81. N. S. Priyadarshini and K. P. Naachimuthu, "Ancient and Modern Conception to Virtues: Comparing Naaladiyar and Positive Psychology," International Conference on Multi Facets of Sacred Literature, ISBN 9789389658835, 2020.
82. A. S. Guru Prapanna, J. Jayapriya, T. Poornima, and K. P. Naachimuthu, "Hermeneutics of Iniyavai Naarpadhu and Inna Naarpadhu," Journal of Positive School Psychology, vol. 6, no. 8, pp. 4358–4368, 2022.
83. M. Hana, S. Vishnupriya, and K. P. Naachimuthu, "Restorative Effect of Direct and Indirect Nature Exposure – A Systematic Review," International Journal of Scientific Research, vol. 11, no. 5, pp. 10–15, 2022.
84. P. Nachimuthu, "Mentors in Indian mythology," Management and Labour Studies, vol. 31, no. 2, pp. 137–151, 2006.
85. S. Sailakumar and K. P. Naachimuthu, "A phenomenological approach to understand the nature based experiences and its influence on holistic development," Indian Journal of Positive Psychology, vol. 8, no. 2, 2017.
86. C. Divya and K. P. Naachimuthu, "Human nature connection and mental health: What do we know so far?," Indian Journal of Health and Well-being, vol. 11, no. 1–3, pp. 84–92, 2020.
87. M. Shbool et al., “Examining the Effect of Nano-Additions of Rare Earth Elements on the Hardness of Body Armor Ceramic,” EBSCOhost, Feb. 2021.
88. M. A. Shbool et al., “Machine Learning Approaches to Predict Patient’s Length of Stay in Emergency Department,” Appl. Comput. Intell. Soft Comput., vol. 2023, Art. no. 8063846, 2023.
89. M. A. Shbool et al., “Modeling Consumer Behavior and Forecasting the Automobile Market: A System Dynamics Approach for Sustainable Mobility,” Arab. J. Sci. Eng., Feb. 14, 2025.
90. M. A. Shbool et al., “Real Estate Decision-Making: Precision in Price Prediction through Advanced Machine Learning Algorithms,” Int. J. Hous. Mark. Anal., ahead-of-print, Mar. 7, 2025.
91. M. A. Shbool et al., “The Economy of Motion for Laparoscopic Ball Clamping Surgery: A Feedback Educational Tool,” MethodsX, vol. 10, Art. no. 102168, 2023.
92. B. I. Albadawi and M. O. Salha, "Comparing leadership models at Al-Quds University according to gender in light of leadership theory with love," Specialusis Ugdymas, vol. 1, no. 43, pp. 1739-1748, 2022.
93. B. I. Albadawi and M. O. Salha, "Role of knowledge management in ensuring quality of higher education in Al-Quds University from the academic staff's perspective," The Arab Journal for Quality Assurance in Higher Education, vol. 14, no. 47, pp. 1-30, 2021.
94. B. I. Albadawi, "Leadership change for the development policy of inclusive education: Leadership theories and models," in Comparative Research on Diversity in Virtual Learning: Eastern vs. Western Perspectives, IGI Global, 2023, pp. 201-214.
95. B. I. Albadawi, "The virtual museum VM as a tool for learning science in informal environment," Education in the Knowledge Society (EKS), vol. 22, 2021. [Online]. Available: https://revistas.usal.es/tres/index.php/eks/article/view/23984/26419.
96. B. I. Albadawi, "Virtual reality in process for children with autism disability," in Comparative Research on Diversity in Virtual Learning: Eastern vs. Western Perspectives, IGI Global, 2023, pp. 88-104.
97. B. I. M. Albadawi, "An analytical study of the Palestinian inclusive education policy and its application in reality: Toward developing a visionary model in light of international criteria and local experiences," Ph.D. dissertation, Arab American Univ. Palestine, 2023.
98. M. O. Salha and B. I. Albadawi, "Organizational culture and knowledge management at Al-Quds University," Journal of Positive School Psychology, vol. 6, no. 3, pp. 7770-7781, 2022.
99. N. Dakhlallah and B. Albadawi, "The Illinois scale for examining psycho-linguistic abilities, learning disabilities, and verification of its validity and persistence in kindergartens in the suburbs of Jerusalem," 2021.

Downloads

Published

2025-05-01

How to Cite

Sudha, P., Pradeep, V., Prabhakaran, S., Saranya Devi, S., & Lillyroslin, A. (2025). Assessing the Impact of Director Interlocks on Corporate Performance and Earnings Manipulation. Central Asian Journal of Social Sciences and History, 6(3), 196–209. https://doi.org/10.17605/cajssh.v6i3.1186

Issue

Section

Articles