Board nationality diversity and shareholder value creation
empirical evidence from South African listed non-financial companies
DOI:
https://doi.org/10.20525/ijrbs.v13i5.3426Keywords:
Corporate governance, board nationality diversity, shareholder value creation, South Africa, non-financial companies, curvilinear modelsAbstract
The study examined the influence of board nationality diversity on shareholder value creation of non- financial companies listed on the JSE for a 10- year period from 2013 to 2022.The study used quantitative quasi-experimental research design. The study measured board nationality diversity using proportion of foreign directors on board, Blau index for board nationality diversity, dummy variables for one, two and three or foreign directors. The proxies of shareholder value creation included standard market value added, market- to book ratio and Tobin’s Q and fixed effects model based on linear and curvilinear models were used to test the hypotheses. Main findings of the study demonstrate that proportion of foreign directors on board has an insignificant negative impact on standardised market value added and Tobin’s Q, while significant negative impact on market to book ratio. Blau index for board nationality diversity has insignificant negative impact on standardised market value added and market to book ratio, yet insignificant positive impact on Tobin’s Q. One foreign director on board has significant positive impact on standard market value added and market to book ratio, while insignificant positive impact on Tobin’s Q. Two and three foreign directors on board have insignificant positive impact on all shareholder value creation measures. In relation to curvilinear models, proportion of foreign directors on board and Blau in index for board nationality diversity have both positive and negative impact on all shareholder value creation measures highlighting an inverted U- shaped effects.
Downloads
References
Abdelkader, M. & Gao, Y. (2023). Uncovering the role of foreign ownership in the relationship between board nationality diversity and ESG. International Journal of Research in Business and Social Science, 12 (9), 288-302. https://doi.org/10.20525/ijrbs.v12i9.3079 DOI: https://doi.org/10.20525/ijrbs.v12i9.3079
Afzali, A., Martikainen, M., Oxelheim, L., & Randøy, T. (2023). On the role of internationalization of firm?level corporate governance: The case of audit committees. Corporate Governance: an international review, 31 (5), 737-758. https://doi.org/10.1111/corg.12503 DOI: https://doi.org/10.1111/corg.12503
Agustia, D., Harymawan, I., & Permatasari, Y. (2022). Board diversity, sustainability report disclosure and firm value. Global Business Review, 23 (6), 1520-1543. https://doi.org/10.1177/09721509221124125 DOI: https://doi.org/10.1177/09721509221124125
Akhtar, T. (2021). Market multiples and stock returns among emerging and developed financial markets. Borsa Istanbul Review, 21(1), 44-56. https://doi.org/10.1016/j.bir.2020.07.001 DOI: https://doi.org/10.1016/j.bir.2020.07.001
Ali, S., Rehman, R. U., Ahmad, M. I., & Ueng, J. (2021). Does board diversity attract foreign institutional ownership? Insights from the Chinese Equity Market. Journal of Risk and Financial Management, 14(11), 507. https://doi.org/10.3390/jrfm14110507 DOI: https://doi.org/10.3390/jrfm14110507
Alshabibi, B. (2022). Improving board diversity around the world: the role of institutional investors. Journal of Financial Reporting and Accounting, 20(2), 297-333. https://doi.org/10.1108/JFRA-03-2021-0076 DOI: https://doi.org/10.1108/JFRA-03-2021-0076
Alshareef, M. N. (2024). Ownership structure and financial sustainability of Saudi listed firms. Sustainability, 16(9), 3773. https://doi.org/10.3390/su16093773 DOI: https://doi.org/10.3390/su16093773
Andoh, J. A., Abugri, B. A., & Anarfo, E. B. (2023). Board characteristics and performance of listed firms in Ghana. Corporate Governance: The International Journal of Business in Society, 23 (1), 43-71. https://doi.org/10.1108/CG-08-2020-0344 DOI: https://doi.org/10.1108/CG-08-2020-0344
Arenas-Torres, F., Bustamante-Ubilla, M., & Campos-Troncoso, R. (2021). Diversity of the Board of Directors and Financial Performance of the Firms. Sustainability, 13(21), 11687. https://doi.org/10.3390/su132111687 DOI: https://doi.org/10.3390/su132111687
Areneke, G., Adegbite, E., & Tunyi, A. (2022). Transfer of corporate governance practices into weak emerging market environments by foreign institutional investors. International Business Review, 31(5), 101978. https://doi.org/10.1016/j.ibusrev.2022.101978 DOI: https://doi.org/10.1016/j.ibusrev.2022.101978
Ashraf, B. N., & Qian, N. (2021). The impact of board internationalization on real earnings management: Evidence from China. Sage Open, 11(3), 1-18. https://doi.org/10.1177/21582440211032640 DOI: https://doi.org/10.1177/21582440211032640
Ayub, N., & Jehn, K. A. (2018). Exploring diversity effects: nationality composition and nationality context in workgroups. European journal of work and organizational psychology, 27(5), 616-628. https://doi.org/10.1080/1359432X.2018.1502173 DOI: https://doi.org/10.1080/1359432X.2018.1502173
Basana, S. R., Julio, R., & Soehono, C. (2020). Economic value added and profitability on created shareholders value in manufacturing sectors (Doctoral dissertation, EDP Sciences). https://doi.org/10.1051/shsconf/20207601051 DOI: https://doi.org/10.1051/shsconf/20207601051
Boone, C., Lokshin, B., Guenter, H., & Belderbos, R. (2019). Top management team nationality diversity, corporate entrepreneurship, and innovation in multinational firms. Strategic management journal, 40(2), 277-302. https://doi.org/10.1002/smj.2976 DOI: https://doi.org/10.1002/smj.2976
Bui, TN, Nguyen, XH, & Pham, KT. (2023). The effect of capital structure on firm value: A study of companies listed on the Vietnamese stock market. International Journal of Financial Studies, 11 (3), 100. https://doi.org/10.3390/ijfs11030100 DOI: https://doi.org/10.3390/ijfs11030100
Byrne, D., (1971). The attraction paradigm, New York: Academic Press.
Campbell, S., Greenwood, M., Prior, S., Shearer, T., Walkem, K., Young, S., Bywaters, D. & Walker, K. (2020). Purposive sampling: complex or simple? Research case examples. Journal of research in Nursing, 25(8),652-661. DOI: https://doi.org/10.1177/1744987120927206
Cao, J., Ellis, K. M., & Li, M. (2019). Inside the board room: the influence of nationality and cultural diversity on cross-border merger and acquisition outcomes. Review of Quantitative Finance and Accounting, 53, 1031-1068. https://doi.org/10.1007/s11156-018-0774-x DOI: https://doi.org/10.1007/s11156-018-0774-x
Chakraborty, B., & Maruf, M. Y. H. (2023). Is liquidity, dividend policy, leverage, and profitability the determinants of firm value: evidence from the listed firms? Copernican Journal of Finance & Accounting, 12(1), 47-63. http://dx.doi.org/10.12775/CJFA.2023.003 DOI: https://doi.org/10.12775/CJFA.2023.003
Chow, Y. P. (2023). Chair–CEO demographic dissimilarities and firm internationalization. Review of International Business and Strategy, 33(2), 246-271. https://doi.org/10.1108/RIBS-09-2021-0120 DOI: https://doi.org/10.1108/RIBS-09-2021-0120
Christner, C. H., & Sjögren, E. (2022). How accounting creates performative moments and performative momentum. Accounting, Auditing & Accountability Journal, 35(9), 304-329. https://doi.org/10.1108/AAAJ-02-2018-3378 DOI: https://doi.org/10.1108/AAAJ-02-2018-3378
Delis, M. D., Gaganis, C., Hasan, I., & Pasiouras, F. (2017). The effect of board directors from countries with different genetic diversity levels on corporate performance. Management Science, 63(1), 231-249. DOI: https://doi.org/10.1287/mnsc.2015.2299
Dobija, D., Arena, C., Koz?owski, ?., Krasodomska, J., & Godawska, J. (2023). Towards sustainable development: The role of directors' international orientation and their diversity for non?financial disclosure. Corporate Social Responsibility and Environmental Management, 30(1), 66-90. https://doi.org/10.1002/csr.2339 DOI: https://doi.org/10.1002/csr.2339
Dodd, O., & Zheng, B. (2022). Does board cultural diversity contributed by foreign directors improve firm performance? Evidence from Australia. Journal of Risk and Financial Management, 15(8),1-23. https://doi.org/10.3390/jrfm15080332 DOI: https://doi.org/10.3390/jrfm15080332
Donkor, A., Trireksani, T., & Djajadikerta, H. G. (2023). Board diversity and corporate sustainability performance: Do CEO Power and Firm Environmental Sensitivity Matter? Sustainability, 15(23), 16142. https://doi.org/10.3390/su152316142 DOI: https://doi.org/10.3390/su152316142
Ebaid, I. E. S. 2022. IFRS adoption and accounting-based performance measures: evidence from an emerging capital market. Journal of Money and Business, 2(1):94-106. DOI: https://doi.org/10.1108/JMB-11-2021-0057
Elgharbawy, A., & Abdel-Kader, M. (2021). Value-based management, corporate governance and organizational performance: evidence from the UK. The Journal of Developing Areas, 55(2),115-130. https://doi.org/10.1353/jda.2021.0035 DOI: https://doi.org/10.1353/jda.2021.0035
Elleuch Lahyani, F. (2022). Corporate board diversity and carbon disclosure: evidence from France. Accounting Research Journal, 35 (6), 721-736. https://doi.org/10.1108/ARJ-12-2021-0350 DOI: https://doi.org/10.1108/ARJ-12-2021-0350
Elnahass, M., Alharbi, R., Mohamed, T. S., & McLaren, J. (2023). The Nexus among board diversity and bank stability: Implications from gender, nationality and education. Emerging Markets Review, 57, 101071. https://doi.org/10.1016/j.ememar.2023.101071 DOI: https://doi.org/10.1016/j.ememar.2023.101071
Estélyi, K. S., & Nisar, T. M. (2016). Diverse boards: Why do firms get foreign nationals on their boards? Journal of Corporate Finance, 39, 174-192. https://doi.org/10.1016/j.jcorpfin.2016.02.006 DOI: https://doi.org/10.1016/j.jcorpfin.2016.02.006
Faiteh, A., & Aasri, M. R. (2023). Economic value added: The best indicator for measuring value creation or just an illusion. Investment Management and Financial Innovations, 20(1), 138-150. http://dx.doi.org/10.21511/imfi.20(1).2023.13 DOI: https://doi.org/10.21511/imfi.20(1).2023.13
Farooq, M., Ahmed, A., Khan, I., & Munir, M. (2024). Impact of dividend policy on corporate social responsibility: the role of board governance mechanism. Journal of Global Responsibility. http://dx.doi.org/10.1108/JGR-08-2023-0135 DOI: https://doi.org/10.1108/JGR-08-2023-0135
Handa, R. (2021). Does presence of foreign directors have influence? A case of Indian IPOs. Business Perspectives and Research, 9 (1), 111-127. https://doi.org/10.1177/2278533720923508 DOI: https://doi.org/10.1177/2278533720923508
Harjoto, M. A., Laksmana, I., & Yang, Y. W. (2019). Board nationality and educational background diversity and corporate social performance. Corporate Governance: The International Journal of Business in Society, 19(2), 217-239. https://doi.org/10.1108/CG-04-2018-0138 DOI: https://doi.org/10.1108/CG-04-2018-0138
Hooghiemstra, R., Hermes, N., Oxelheim, L., & Randøy, T. (2019). Strangers on the board: The impact of board internationalization on earnings management of Nordic firms. International Business Review, 28(1), 119-134. https://doi.org/10.1016/j.ibusrev.2018.08.007 DOI: https://doi.org/10.1016/j.ibusrev.2018.08.007
Hosny, K., & Elgharbawy, A. (2022). Board diversity and financial performance: empirical evidence from the United Kingdom. Accounting Research Journal, 35(4), 561-580. https://doi.org/10.1108/ARJ-02-2020-0037 DOI: https://doi.org/10.1108/ARJ-02-2020-0037
Islam, M. T., Saha, S., & Rahman, M. (2023). Diversity–performance nexus in an emerging economy: an investigation of family and non-family firms. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-04-2022-0727 DOI: https://doi.org/10.1108/IJOEM-04-2022-0727
Issa, A., Yousef, H., Bakry, A., Hanaysha, J. R., & Sahyouni, A. (2021). Does the board diversity impact bank performance in the MENA countries? A multilevel study. Corporate Governance: The International Journal of Business in Society, 21(5), 865-891. http://dx.doi.org/10.1108/CG-06-2020-0222 DOI: https://doi.org/10.1108/CG-06-2020-0222
Kaczmarek, J. (2024). Effectiveness of Company Value Creation Based on Excess Market Value-Added Assessment. Sustainability, 16(9), 3711. https://doi.org/10.3390/su16093711 DOI: https://doi.org/10.3390/su16093711
Kaczmarek, S., & B. Nyuur, R. (2022). The implications of board nationality and gender diversity: Evidence from a qualitative comparative analysis. Journal of Management and Governance, 26(3), 707-733. https://doi.org/10.1007/s10997-021-09575-9 DOI: https://doi.org/10.1007/s10997-021-09575-9
Kanter, R.M. 1977a. Men and Women of the Corporation, Basic Books, New York
Katmon, N., Mohamad, Z. Z., Norwani, N. M., & Farooque, O. A. (2019). Comprehensive board diversity and quality of corporate social responsibility disclosure: Evidence from an emerging market. Journal of business ethics, 157, 447-481. https://doi.org/10.1007/s10551-017-3672-6 DOI: https://doi.org/10.1007/s10551-017-3672-6
Khan, A. W., & Abdul Subhan, Q. (2019). Impact of board diversity and audit on firm performance. Cogent Business & Management, 6(1),1-16. https://doi.org/10.1080/23311975.2019.1611719 DOI: https://doi.org/10.1080/23311975.2019.1611719
Khan, A., & Baker, H. K. (2022). How board diversity and ownership structure shape sustainable corporate performance. Managerial and Decision Economics, 43 (8), 3751-3770. https://doi.org/10.1002/mde.3626 DOI: https://doi.org/10.1002/mde.3626
Khan, I., Khan, I., Khan, I. U., Suleman, S., & Ali, S. (2024). Board diversity on firm performance from resource-based view perspective: new evidence from Pakistan. International Journal of Productivity and Performance Management. https://doi.org/10.1108/IJPPM-01-2022-0055 DOI: https://doi.org/10.1108/IJPPM-01-2022-0055
Kolamker, P. P., & Ingalhalli, V. B. (2024). Accruals-based earnings management practices and shareholder value: a study on corporate governance in Indian Companies. IUP Journal of Accounting Research & Audit Practices, 23(1), 1-23
Köllen, T., Koch, A., & Hack, A. (2020). Nationalism at work: Introducing the “nationality-based organizational climate inventory” and assessing its impact on the turnover intention of foreign employees. Management International Review, 60, 97-122. https://doi.org/10.1007/s11575-019-00408-4 DOI: https://doi.org/10.1007/s11575-019-00408-4
Kramaric, T. P., Miletic, M. & Piplica, D. (2021). Determinants of accounting and market-based performance measures–case of Croatian non-financial listed companies. In SHS Web of Conferences, 92. DOI: https://doi.org/10.1051/shsconf/20219202049
Kristanti, F. T., Salim, D. F., Indrasari, A., & Aripin, Z. (2022). A stock portfolio strategy during the COVID-19: Case of Indonesia. Journal of Eastern European and Central Asian Research (JEECAR), 9(3), 422-431. http://dx.doi.org/10.15549/jeecar.v9i3.822 DOI: https://doi.org/10.15549/jeecar.v9i3.822
Kristie, J. 2011. The power of three, directors and boards, 35(5), 22-32.
Kumar, R., Bhatia, P., & Chattopadhyay, S. (2022). The impact of leverages and operating efficiency on market value added: Empirical evidence from India. Vision, 26(3), 351-360. https://doi.org/10.1177/0972262921992152 DOI: https://doi.org/10.1177/0972262921992152
Kwarteng, P., Appiah, K. O., & Addai, B. (2023). Influence of board mechanisms on sustainability performance for listed firms in Sub-Saharan Africa. Future Business Journal, 9(1), 85. https://doi.org/10.1186/s43093-023-00258-5 DOI: https://doi.org/10.1186/s43093-023-00258-5
Lakatos, Z. (2020). Do larger boards improve shareholder value creation? –Effects of the board size on business performance in Eastern Central Europe. Society and Economy. http://dx.doi.org/10.1556/204.2020.00007 DOI: https://doi.org/10.1556/204.2020.00007
Liao, G., Ma, M., & Yu, X. (2022). Transporting transparency: Director foreign experience and corporate information environment. Journal of International Business Studies, 53(7), 1343-1369. https://doi.org/10.1057/s41267-021-00488-1 DOI: https://doi.org/10.1057/s41267-021-00488-1
Lueg, R., & Toft, J. S. (2022). Earnings less risk-free interest charge (ERIC) and stock returns—A value-based management perspective on ERIC’s relative and incremental information content. Journal of Risk and Financial Management, 15(8), 368. https://www.mdpi.com/1911-8074/15/8/368# DOI: https://doi.org/10.3390/jrfm15080368
Machado, V. N., & Sonza, I. B. (2021). Impact of the foreign experience of board directors on the performance of publicly traded Brazilian companies. RAM. Revista de Administração Mackenzie, 22, eRAMF210152. https://doi.org/10.1590/1678-6971/eRAMF210152 DOI: https://doi.org/10.1590/1678-6971/eramf210152
Makhija, H., & Trivedi, P. (2021). An empirical investigation of the relationship between TSR, value-based and accounting-based performance measures. International Journal of Productivity and Performance Management, 70(5), 1118-1136. https://doi.org/10.1108/IJPPM-05-2019-0231 DOI: https://doi.org/10.1108/IJPPM-05-2019-0231
Mamilla, R., & Vasumathi, A. (2020). Is Apollo Tyres creating or destroying shareholders’ wealth? South Asian Journal of Business and Management Cases, 9(1), 125-137. DOI: https://doi.org/10.1177/2277977919881388
Mardini, G. H., & Lahyani, F. E. (2022). Impact of firm performance and corporate governance mechanisms on intellectual capital disclosures in CEO statements. Journal of Intellectual Capital, 23(2), 290-312. https://doi.org/10.1108/JIC-02-2020-0053 DOI: https://doi.org/10.1108/JIC-02-2020-0053
Mathangi, V., & Vijaykarthigeyan, K. T. (2020). Value relevance of EVA and traditional performance measures in determining shareholder value–Use of Easton and Harris Model (1991)–Evidence from India. International Journal of Management (IJM), 11(11). https://doi.org/10.34218/IJM.11.11.2020.165
Miyanda, C. K., Erwandi, D., Lestari, F., & Kadir, A. (2024). The relationship between psychosocial and work stress among construction professionals during the COVID-19 pandemic. Safety, 10(1), 17. https://doi.org/10.3390/safety10010017 DOI: https://doi.org/10.3390/safety10010017
Mohd Idris, A. (2021). The impact of board independence, gender diversity and nationality diversity on firm performance. Asia-Pasific Management Accounting Journal, 16(1), 324-346. https://ir.uitm.edu.my/id/eprint/49483 DOI: https://doi.org/10.24191/APMAJ.V16i1-12
Mubarka, K., & Kammerlander, N. H. (2023). A closer look at diversity and performance in family firms. Journal of Family Business Management, 13(4), 828-855. https://doi.org/10.1108/JFBM-12-2021-0155 DOI: https://doi.org/10.1108/JFBM-12-2021-0155
Munisi, G. H. (2023). Does nationality and gender of the board members influence corporate governance compliance? Evidence from selected Sub-Saharan Africa countries. SN Business & Economics, 3 (12), 207. https://doi.org/10.1007/s43546-023-00590-6 DOI: https://doi.org/10.1007/s43546-023-00590-6
Ngo, M. T., Van Pham, T. H. V. P., & Luu, T. T. T. (2019). Effect of board diversity on financial performance of the Vietnamese listed firms. Asian Economic and Financial Review, 9(7), 743. https://doi.org/10.18488/journal.aefr.2019.97.743.751 DOI: https://doi.org/10.18488/journal.aefr.2019.97.743.751
Nguyen, T. T. (2023). Foreign directors and firm performance: a study in Vietnam. T?p chí Khoa h?c và Công ngh?-??i h?c ?à N?ng, 25-31. https://doi.org/10.31130/ud-jst.2023.137E DOI: https://doi.org/10.31130/ud-jst.2023.137E
Nieuwoudt, R., & Hall, J. H. (2022). Impact of firm-specific attributes on the shareholder value creation of listed south african companies. Global Business Review, 09721509221123198. https://doi.org/10.1177/09721509221123198 DOI: https://doi.org/10.1177/09721509221123198
Pellicelli, M. (2020). Creazione di valore e Value Based Management. Economia Aziendale Online-, 11(1), 55-68.
Pham, T.D.T., & Lo, F.Y. (2023). How does top management team diversity influence firm performance? A causal complexity analysis. Technological Forecasting and Social Change, 186(2023), 1-8. https://doi.org/10.1016/j.techfore.2022.122162 DOI: https://doi.org/10.1016/j.techfore.2022.122162
Prencipe, A., Boffa, D., Papa, A., Corsi, C., & Mueller, J. (2023). Unmasking intellectual capital from gender and nationality diversity on university spin-offs' boards: a study on non-linear effects upon firm innovation. Journal of Intellectual Capital, 24 (1), 257-282. https://doi.org/10.1108/JIC-08-2021-0207 DOI: https://doi.org/10.1108/JIC-08-2021-0207
Rappaport, A. (1984). Have we been measuring success with the wrong ruler. Wall Street Journal, 25.
Rixom, J. M., Jackson, M., & Rixom, B. A. (2023). Mandating diversity on the board of directors: Do investors feel that gender quotas result in tokenism or added value for firms? Journal of Business Ethics, 182(3), 679-697. https://doi.org/10.1007/s10551-021-05030-9 DOI: https://doi.org/10.1007/s10551-021-05030-9
Schmid, S., & Mitterreiter, S. (2020). International top managers on corporate boards: Dissimilarity and tenure. Management International Review, 60(5), 787-825. https://doi.org/10.1007/s11575-020-00430-x DOI: https://doi.org/10.1007/s11575-020-00430-x
Shehadeh, E., Aly, D., & Yousef, I. (2021). The impact of boardroom internationalisation on online disclosures of S&P 500. Journal of Financial Reporting and Accounting, 19(4), 596-614. https://doi.org/10.1108/JFRA-07-2020-0186 DOI: https://doi.org/10.1108/JFRA-07-2020-0186
Shukla, M. (2018). National diversity on board and firm performance-evidence from India. SCMS Journal of Indian Management, 15(3), 29-41.
Sierra-Morán, J., Cabeza-Garcia, L., & Gonzalez-Alvarez, N. (2024). Independent directors and firm innovation: the moderating role of gender and nationality diversity. European Journal of Innovation Management, 27(2), 373-402. https://doi.org/10.1108/EJIM-12-2021-0621 DOI: https://doi.org/10.1108/EJIM-12-2021-0621
Singla, H. K., & Prakash, A. (2021). Financial determinants of value-based performance of construction firms in India. International Journal of Productivity and Performance Management, 72 (4), 1025-1050. https://doi.org/10.1108/IJPPM-05-2021-0264 DOI: https://doi.org/10.1108/IJPPM-05-2021-0264
Toumi, N. B. F., Khemiri, R., & Makni, Y. F. (2022). Board directors' home regions and CSR disclosure: evidence from France. Journal of Applied Accounting Research, 23(2), 509-539. https://doi.org/10.1108/JAAR-02-2021-0032 DOI: https://doi.org/10.1108/JAAR-02-2021-0032
Tran, A. Q., & Van Vo, D. (2023). The moderating effects of state ownership and duality on the relationship between internationalisation and firm performance: a case study of listed firms in Vietnam. Asian Academy of Management Journal, 28(1),187-211. https://doi.org/1021315/aamj2023.28.1.8 DOI: https://doi.org/10.21315/aamj2023.28.1.8
Ullah, F., Jiang, P., Shahab, Y., & Zheng, C. (2021). Board of directors' foreign experience and stock price informativeness. International Journal of Finance & Economics, 26(4), 5160-5182 DOI: https://doi.org/10.1002/ijfe.2059
Zaid, M. A., Wang, M., Adib, M., Sahyouni, A., & Abuhijleh, S. T. (2020). Boardroom nationality and gender diversity: Implications for corporate sustainability performance. Journal of Cleaner Production, 251, 119652. https://doi.org/10.1016/j.jclepro.2019.119652 DOI: https://doi.org/10.1016/j.jclepro.2019.119652
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Douglas Zvinowanda, Chengedzai Mafini , John D. Beneke
This work is licensed under a Creative Commons Attribution 4.0 International License.
For all articles published in IJRBS, copyright is retained by the authors. Articles are licensed under an open access Creative Commons CC BY 4.0 license, meaning that anyone may download and read the paper for free. In addition, the article may be reused and quoted provided that the original published version is cited. These conditions allow for maximum use and exposure of the work, while ensuring that the authors receive proper credit.