Abstract
This article offers a discourse on institutional factors relating to micro-, small-, and medium-sized enterprise (MSME) incidences in the Philippines. The analyses in this study utilized data from the Asian Development Bank (ADB), the World Bank (WB), the United Nations Educational, Scientific and Cultural Organization (UNESCO), and the Philippine Statistics Authority (PSA). This study analyzes data for a 14-year observation horizon from 2008 to 2021. Manifest variables in the Partial Least Squares-Structural Equation Model (PLS-SEM) are regulatory quality, the tertiary school enrollment gender ratio, per capita gross domestic product (GDP) and incidences of unemployment. From the PLS-SEM path model, the social and governance construct positively and significantly influences economic development. In turn, macroeconomic development significantly increases the number of MSMEs in the country. In particular, the female-to-male enrollment ratio at the tertiary education level and per capita GDP are significantly influential variables. Implications from these findings inform government policies that affect women at the tertiary education level and economic development policies. Findings from this study offer evidence that legislators may craft laws and government programs that benefit not only women and businesses but, more so, the overall economic growth of their nations. To the knowledge of the authors, there is not yet a study that empirically tests the relationships between social and governance issues, economic development and MSME frequency using the PLS-SEM technique.
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Data availability
The data set used in this study is available in the figshare repository at: https://doi.org/10.6084/m9.figshare.23500803.
Code availability
Upon reasonable request, R codes used for this study can be provided by the corresponding author.
References
Ahmad, N., and Hoffman, A. (2007). A framework for addressing and measuring entrepreneurship. OECD, Entrepreneurship Indicators Steering Group, Paris, 20 November 2007. https://www.oecd.org/sdd/business-stats/39629644.pdf
Ahmad, H., Yaqub, M., & Lee, S. H. (2023). Environmental-, social-, and governance-related factors for business investment and sustainability: A scientometric review of global trends. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-023-02921-x
Arayssi, M., Jizi, M., & Tabaja, H. H. (2020). The impact of board composition on the level of ESG disclosures in GCC countries. Sustainability Accounting, Management and Policy Journal, 11(1), 137–161. https://doi.org/10.1108/SAMPJ-05-2018-0136
Asian Development Bank. (2022). 2022 ADB Asia SME Monitor - Philippines. . https://data.adb.org/dataset/2022-adb-asia-small-and-medium-sized-enterprise-monitor-volume-1-country-and-regional
Avci, S. B., & Sungu-Esen, G. (2022). Country-level sustainability and cross-border banking flows. Sustainability Accounting, Management and Policy Journal, 13(3), 626–652. https://doi.org/10.1108/SAMPJ-07-2021-0273
Boffo, R., and R. Patalano (2020), ESG investing: Practices, progress and challenges, OECD Paris, www.oecd.org/finance/ESG-Investing-Practices-Progress-and-Challenges.pdf
Bono, R., Arnau, J., Alarcón, R., & Blanca, M. J. (2020). Bias, precision, and accuracy of skewness and kurtosis estimators for frequently used continuous distributions. Symmetry, 12, 19. https://doi.org/10.3390/sym12010019
Bosma, N., Content, J., Sanders, M., & Stam, E. (2018). Institutions, entrepreneurship, and economic growth in Europe. Small Bus Econ, 51, 483–499. https://doi.org/10.1007/s11187-018-0012-x
Boudreaux, C. J., Nikolaev, B. N., & Klein, P. (2018). Socio-cognitive traits and entrepreneurship: The moderating role of economic institutions. Journal of Business Venturing, Elsevier, 34(1), 178–196. https://doi.org/10.1016/jjbusvent.2018.08.003
Broadstock, D. C., Chan, K., Cheng, L. T. W., & Wang, X. (2021). The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China. Finance Research Letters, 38, 101716. https://doi.org/10.1016/j.frl.2020.101716
Cenfetelli, R. T., & Bassellier, G. (2009). Interpretation of formative measurement in information systems research. MIS Quarterly, 33(4), 689–707. https://doi.org/10.2307/20650323
Chamdani, M., & Meirinaldi, M. (2022). The effects of exports, imports, government expenditures and inflation on economic growth (case study in Banten Province 2010–2021). In Proceedings of the 2nd International Conference on Law, Social Science, Economics, and Education, ICLSSEE 2022, 16 April 2022, Semrang, Indonesia. European Union Digital Library. https://doi.org/10.4108/eai.16-4-2022.2320108
Chatterjee, S., & Simonoff, J. S. (2013). Handbook of regression analysis. Wiley.
De Battisti, F., and Siletti, E. (2019). On the use of control variables in PLS-SEM. In Arbla, G., Peluso, S., Pini, A., and Rivellini, G. (Eds.) Smart statistics for smart applications: Book of short papers. Pearson, Italia. https://iris.unito.it/retrieve/d0e059e8-ff5b-49b6-8ac8-ca7591636920/Main%20Document.pdf
del Olmo-García, F., Crecente, F., & Sarabia, M. (2020). Macroeconomic and institutional drivers of early failure among self-employed entrepreneurs: An analysis of the euro zone. Economic Research-Ekonomska Istraživanja, 33(1), 1830–1848. https://doi.org/10.1080/1331677X.2020.1754268
Diaye, M. A., Ho, S. H. & Oueghlissi, R. (2022). ESG performance and economic growth: A panel co-integration analysis. Empirica, 49, 99–122. https://doi.org/10.1007/s10663-021-09508-7
Dijkstra, T. K., & Henseler, J. (2015). Consistent partial least squares path modeling. MIS, 39(2), 297–316. https://doi.org/10.25300/MISQ/2015/39.2.02
Elkington, J. (1998), Accounting for the triple bottom line, measuring business excellence, 2(3), 18–22. https://doi.org/10.1108/eb025539
European Banking Authority. (2021 March). Environmental and governance disclosures. Publications Office of the European Union. Accessed June 7, 2023, https://www.eba.europa.eu/sites/default/documents/files/document_library/Publications/Consultations/2021/Consultation%20on%20draft%20ITS%20on%20Pillar%20disclosures%20on%20ESG%20risk/963626/Factsheet%20-%20ESG%20disclosures.pdf.
Fuentelsaz, L., Gonzàlez, C., Maìcas, J. P., & Montero, J. (2015). How different formal institutions affect opportunity and necessity entrepreneurship. Business Research Quarterly, 18(4), 246–258. https://doi.org/10.1016/j.brq.2015.02.001
Gavriluță, N., Grecu, S. P., & Chiriac, H. C. (2022). Sustainability and employability in the time of COVID-19. Youth education and entrepreneurship in EU countries. Sustainability, 14, 1589. https://doi.org/10.3390/su14031589
Giotopoulos, I., Kontolaimou, A., & Tsakanikas, A. (2017). Drivers of high-quality entrepreneurship: What changes did the crisis bring about? Small Business Economics, 48, 913–930. https://doi.org/10.1007/s11187-016-9814-x
Hair, J., & Alamer, A. (2022). Partial least squares structural equation modeling (PLS-SEM) in second language and education research: Guidelines using an applied example, Research Methods in Applied Linguistics, 1(3). ISSN, 100027, 2772–7661. https://doi.org/10.1016/j.rmal.2022.100027
Hair, J.F., Hult, G.T.M., Ringle, C.M., Sarstedt, M., Danks, N.P., and Ray, S. (2021). An introduction to structural equation modeling. In: Partial least squares structural equation modeling (PLS-SEM) using R. Classroom Companion: Business. Springer, Cham. https://doi.org/10.1007/978-3-030-80519-7_1
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage.
Hagart, G., and Knoepfel, I. (2004). Who cares wins, 2004–08, Issue Brief. Eds. Lauridsen, B.L., and Hermosillo, M.D. International Finance Corporation, IFC Advisory Services in Environmental and Social Sustainability. Accessed June 7, 2023, https://www.ifc.org/wps/wcm/connect/9eeb7982-3705-407a-a631-586b31dab000/IFC_Breif_whocares_online.pdf?MOD=AJPERES&CACHEID=ROOTWORKSPACE-9eeb7982-3705-407a-a631-586b31dab000-jkD12B5.
Hamdan, A. M. M. (2019). Entrepreneurship and economic growth: An Emirati perspective. Journal of Developing Areas, 53(1), 65–78. https://doi.org/10.1353/jda.2019.0004
Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management & Data Systems, 116(1), 2–20. https://doi.org/10.1108/IMDS-09-2015-0382
Hoang, T.H.V., Pham, L., and Nguyen, T.T.P. (2023). Does country sustainability improve firm ESG reporting transparency? The moderating role of firm industry and CSR engagement, Economic Modelling, Volume 125, 106351, ISSN 0264–9993, https://doi.org/10.1016/j.econmod.2023.106351. (https://www.sciencedirect.com/science/article/pii/S0264999323001633)
International Institute for Educational Planning. (n.d.). Gender parity index. In International Institute for Educational Planning Learning Portal. Retrieved June 10, 2023, from https://learningportal.iiep.unesco.org/en/glossary/gender-parity-index-gpi
James, G., Witten, D., Hastie, T., and Tibshirani, R. (2021). An introduction to statistical learning: with applications in R (second edition). Springer Publishing Company, Incorporated. https://hastie.su.domains/ISLR2/ISLRv2_website.pdf
Kaufmann, D., Kraay, A., and Mastruzzi, M. (2010). The Worldwide Governance Indicators: Methodology and analytical issues. World Bank Policy Research Working Paper No. 5430. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1682130
Leković, B., Amidžić, R., Vojinović, D., & Ivanović-Đukić, M. (2023). Drivers for the internationalization of nascent entrepreneurs and new business owners in Southeast European countries. Journal for East European Management Studies, 28(1), 182–214. https://doi.org/10.5771/0949-6181-2023-1-182
Li, T.-T., Wang, K., Sueyoshi, T., & Wang, D. D. E. S. G. (2021). Research Progress and Future Prospects. Sustainability, 13, 11663. https://doi.org/10.3390/su132111663
Liu, H., & Lyu, C. (2022). Can ESG ratings stimulate corporate green innovation? Evidence from China. Sustainability, 14, 12516. https://doi.org/10.3390/su141912516
Malik, A. H., Jais, M. B., Md Isa, A. H., & Rehman, A. U. (2022). Role of social sustainability for financial inclusion and stability among Asian countries. International Journal of Social Economics, 49(9), 1324–1348. https://doi.org/10.1108/IJSE-08-2021-0458
Marcoulides, K. M., & Raykov, T. (2019). Evaluation of variance inflation factors in regression models using latent variable modeling methods. Educational and Psychological Measurement, 79(5), 874–882. https://doi.org/10.1177/0013164418817803
Miles, J. (2014). Tolerance and variance inflation factor. In N. Balakrishnan, T. Colton, B. Everitt, W. Piegorsch, F. Ruggeri, & J. L. Teugels (Eds.), Wiley StatsRef: Statistics reference online. https://doi.org/10.1002/9781118445112.stat06593
Naomi, P., & Akbar, I. (2020). Beyond sustainability: Empirical evidence from OECD countries on the connection among natural resources, ESG performances, and economic development. Economics and Sociology, 14(4), 89–106. https://doi.org/10.14254/2071-789X.2021/14-4/5
Ng, T. H., Lye, C. T., Chan, K. H., Lim, Y. Z., & Lim, Y. S. (2020). Sustainability in Asia: The roles of financial development in environmental, social and governance (ESG) performance. Social Indicators Research, 150, 17–44. https://doi.org/10.1007/s11205-020-02288-w
Patel, P. C., & Rietveld, C. A. (2022). Does globalization affect perceptions about entrepreneurship? The role of economic development. Small Business Economics, 58(3), 1545–1562. https://doi.org/10.1007/s11187-021-00455-y
Philippine Statistics Authority, a. (n.d.) Per capita: Gross domestic product, gross national income, and household final consumption expenditure. OpenStat, Database, Economic Accounts of the Philippines Quarterly National Accounts. Retrieved November 3, 2023, https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__2B__NA__QT__1SUM/0122B5CPCQ1.px/?rxid=db3dad0c-b1d3-45d4-9e15-e6f4fa3f81c7
Philippine Statistics Authority, b. (n.d.). Unemployment by level of education and sex. OpenStat, Database, Decent Work Statistics, Element 2 Employment Opportunities. Retrieved November 3, 2023, from https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__3K__E2/0243K3F2070.px/?rxid=223b0647-756f-4c8a-bff8-eea7e611c79e
Philippine Statistics Authority, c. (n.d.). Gross domestic product (GDP) and GDP growth per employed persons by GDP and period. In Metadata on gender and special population groups. Retrieved June 12, 2023, from https://openstat.psa.gov.ph/Metadata/3E3D7010
Philippine Statistics Authority, d. (n.d.). Unemployment rate. In Metadata on decent work statistics. Retrieved June 12, 2023, from https://openstat.psa.gov.ph/Metadata/3K3F2020
Prieto-Sánchez, C. J., & Merino, F. (2022). Incidence of cultural, economic, and environmental factors in the emergence of born-global companies in Latin America. Global Strategy Journal, 12, 245–272. https://doi.org/10.1002/gsj.1398
R Core Team (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Ray, S., Danks N., and Calero-Valdez, A. (2022). SEMinR: Building and estimating structural equation models. R package version 2.3.2 <https://CRAN.R-project.org/package=seminr>.
Schumpeter, J., & Backhaus, U. (2003). The theory of economic development. In: Backhaus, J. (Ed.), Joseph Alois Schumpeter. The European heritage in economics and the social sciences (vol. 1). Springer. https://doi.org/10.1007/0-306-48082-4_3
Shakil, M. H. (2021). Environmental, social and governance performance and financial risk: Moderating role of ESG controversies and board gender diversity. Resources Policy, 72, 102144. https://doi.org/10.1016/j.resourpol.2021.102144
Streukens, S., and Leroi-Werelds, S. (2016). Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results, European Management Journal, 34(6), 618–632. ISSN 0263–2373. https://doi.org/10.1016/j.emj.2016.06.003. (https://www.sciencedirect.com/science/article/pii/S0263237316300615)
Tran, M.-L., & Lo, S. (2024). Unlocking the power of entrepreneurship activity in Vietnam’s regions: The role of formal institution. SAGE Open, 14(1), 1–16. https://doi.org/10.1177/21582440241233037
United Nations, Economic and Social Commission for Asia and the Pacific (2021). Rethinking MSME finance in Asia and the Pacific: A post-crisis policy agenda. Sales No.: E.21.II.F.11 Bangkok.
United Nations, The global compact (2004). Who cares wins: Connecting the financial markets to a changing world? United Nations. https://www.unglobalcompact.org/docs/issues_doc/Financial_markets/who_cares_who_wins.pdf
Urbano, D., Aparicio, S., & Audretsch, D. (2019). Twenty-five years of research on institutions, entrepreneurship, and economic growth: What has been learned? Small Business Economics, 53(1), 21–49. https://doi.org/10.1007/s11187-018-0038-0
Vinzi, V.E., Trinchera, L., and Amato, S. (2010). Chapter 2: PLS path modeling: From foundations to recent developments and open issues for model assessment and improvement. In Vinzi, V.E., Chin, W.W., Henseler, J., and Wang, H. (Eds.). Handbook of partial least squares concepts, methods and applications (first edition), pages 47–82. Springer. https://doi.org/10.1007/978-3-540-32827-8
Wasiuzzaman, S., & Wan Mohammad, W. M. (2019). Board gender diversity and transparency of environmental, social and governance disclosure: Evidence from Malaysia. Managerial Decision Economics, 41(1), 1–12. https://doi.org/10.1002/mde.3099
World Bank Group. (2023). Worldwide governance indicators. DataBank. Retrieved November 3, 2023, https://databank.worldbank.org/source/worldwide-governance-indicators
World Bank Group. (2024). Worldwide governance indicators, frequently asked questions. https://www.worldbank.org/en/publication/worldwide-governance-indicators/frequently-asked-questions
Wold, H. (1985). Partial least squares. In S. Kotz & N. L. Johnson (Eds.), Encyclopedia of the statistical sciences (Vol. 6, pp. 581–591). John Wiley & Sons.
Yu, L., Tang, X., & Huang, X. (2023). Does the business environment promote entrepreneurship? — Evidence from the China Household Finance Survey. China Economic Review, 79, 101977. https://doi.org/10.1016/j.chieco.2023.101977. (https://www.sciencedirect.com/science/article/pii/S1043951X23000627)
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Both authors would like to acknowledge the generosity of the University of Santo Tomas, Research Center for Social Sciences and Education in encouraging the development of this study.
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This study was funded by a research grant from the University of Santo Tomas, Research Center for Social Sciences and Education for Academic Year 2022–2023.
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JJT performed the data collection, literature review, R codes, and interpretations of output from analysis techniques. VRA checked the research design, methodologies, and statistical techniques used. Furthermore, the co-author checked the output from the statistical techniques and provided further interpretations of the outputs.
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Tan, J.J., Arceo, V.R. Women driving Philippine entrepreneurship: Social and governance issues as mediated by economic development. J Glob Entrepr Res 14, 28 (2024). https://doi.org/10.1007/s40497-024-00398-0
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DOI: https://doi.org/10.1007/s40497-024-00398-0