Nothing Special   »   [go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i10p5581-d556113.html
   My bibliography  Save this article

The Relevance of Financial Inclusion on Sustainable Economic Growth in Sub-Saharan African Nations

Author

Listed:
  • Menyelim M. Chima

    (Department of Banking and Finance, College of Management and Social Sciences, Covenant University, Ota PMB 1023, Ogun State, Nigeria)

  • Abiola Ayopo Babajide

    (Department of Banking and Finance, College of Management and Social Sciences, Covenant University, Ota PMB 1023, Ogun State, Nigeria)

  • Alex Adegboye

    (Department of Accounting, College of Management and Social Sciences, Covenant University, Ota PMB 1023, Ogun State, Nigeria)

  • Segun Kehinde

    (Department of Business Administration, College of Management and Social Sciences, Covenant University, Ota PMB 1023, Ogun State, Nigeria)

  • Oluwatobi Fasheyitan

    (Department of Banking and Finance, College of Management and Social Sciences, Covenant University, Ota PMB 1023, Ogun State, Nigeria)

Abstract
The primary concern of this examination is to systematically survey the importance of inclusive access to finance on the growth in terms of the economy in 48 sub-Saharan African (SSA) sovereign states with periodicity from 1995 to 2017. This study reports the results using both static and dynamic estimation techniques. For consistency, the baseline finding of the study estimation is based on the Generalized Method of Moments (GMM) system GMM. This article finds that there is a complimentary association between the present degree of inclusiveness of finance and economic advancement in SSA. The suggestion deduced in this examination is that programs with the plan of comprehensive financing ought to be custom fitted to the agricultural segment of the economy to encourage more economic opportunities for development in a sustainable manner.

Suggested Citation

  • Menyelim M. Chima & Abiola Ayopo Babajide & Alex Adegboye & Segun Kehinde & Oluwatobi Fasheyitan, 2021. "The Relevance of Financial Inclusion on Sustainable Economic Growth in Sub-Saharan African Nations," Sustainability, MDPI, vol. 13(10), pages 1-20, May.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:10:p:5581-:d:556113
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/10/5581/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/10/5581/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Franklin Allen & Elena Carletti & Robert Cull & Jun Qian & Lemma Senbet & Patricio Valenzuela, 2014. "Resolving the African Financial Development Gap: Cross-Country Comparisons and a Within-Country Study of Kenya," NBER Chapters, in: African Successes, Volume III: Modernization and Development, pages 13-62, National Bureau of Economic Research, Inc.
    2. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The Mobile Phone in the Diffusion of Knowledge for Institutional Quality in Sub-Saharan Africa," World Development, Elsevier, vol. 86(C), pages 133-147.
    3. Vanessa Simen Tchamyou, 2020. "Education, lifelong learning, inequality and financial access: evidence from African countries," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 7-25, January.
    4. Asongu, Simplice A. & Adegboye, Alex & Ejemeyovwi, Jeremiah & Umukoro, Olaoluwa, 2021. "The mobile phone technology, gender inclusive education and public accountability in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 45(4).
    5. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Srobona Mitra & Ms. Annette J Kyobe & Yen N Mooi & Mr. Seyed Reza Yousefi, 2015. "Financial Inclusion: Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 2015/017, International Monetary Fund.
    6. Alok Bhargava & J. D. Sargan, 2006. "Estimating Dynamic Random Effects Models From Panel Data Covering Short Time Periods," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 1, pages 3-27, World Scientific Publishing Co. Pte. Ltd..
    7. Asongu, Simplice A. & Orim, Stella-Maris I. & Nting, Rexon T., 2019. "Inequality, information technology and inclusive education in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 380-389.
    8. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    9. Simplice A. Asongu & Nicholas M. Odhiambo, 2018. "ICT, Financial Access and Gender Inclusion in the Formal Economic Sector: Evidence from Africa," The African Finance Journal, Africagrowth Institute, vol. 20(2), pages 45-65.
    10. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    11. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Basic formal education quality, information technology, and inclusive human development in sub‐Saharan Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(3), pages 419-428, May.
    12. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    13. Ibrahim, M.A., 2013. "Financial Development And Economic Growth In Saudi Arabian Economy," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 13(1), pages 133-144.
    14. Fungáčová, Zuzana & Weill, Laurent, 2015. "Understanding financial inclusion in China," China Economic Review, Elsevier, vol. 34(C), pages 196-206.
    15. Patrick Honohan & Thorsten Beck, 2007. "Making Finance Work for Africa," World Bank Publications - Books, The World Bank Group, number 6626.
    16. Tchamyou, Vanessa S. & Erreygers, Guido & Cassimon, Danny, 2019. "Inequality, ICT and financial access in Africa," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 169-184.
    17. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    18. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    19. Mr. Giovanni Favara, 2003. "An Empirical Reassessment of the Relationship Between Finance and Growth," IMF Working Papers 2003/123, International Monetary Fund.
    20. Simplice A Asongu & Lieven De Moor, 2017. "Financial Globalisation Dynamic Thresholds for Financial Development: Evidence from Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(1), pages 192-212, January.
    21. Deidda, Luca & Fattouh, Bassam, 2002. "Non-linearity between finance and growth," Economics Letters, Elsevier, vol. 74(3), pages 339-345, February.
    22. Uchenna R. Efobi & Belmondo V. Tanankem & Simplice A. Asongu, 2018. "Female Economic Participation with Information and Communication Technology (ICT) Advancement: Evidence from Sub-Saharan Africa," Research Africa Network Working Papers 18/005, Research Africa Network (RAN).
    23. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    24. Uchenna R. Efobi & Belmondo V. Tanankem & Simplice A. Asongu, 2018. "Female Economic Participation with Information and Communication Technology Advancement: Evidence from Sub‐Saharan Africa," South African Journal of Economics, Economic Society of South Africa, vol. 86(2), pages 231-246, June.
    25. Simplice Asongu & Jacinta C. Nwachukwu, 2016. "Mobile Phones in the Diffusion of Knowledge and Persistence in Inclusive Human Development in Sub-Saharan Africa," Working Papers of the African Governance and Development Institute. 16/009, African Governance and Development Institute..
    26. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    27. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Foreign direct investment, information technology and economic growth dynamics in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(1).
    28. Ogechi Adeola & Olaniyi Evans, 2017. "Financial inclusion, financial development, and economic diversification in Nigeria," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(3), pages 1-15, July-Sept.
    29. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Inequality and gender economic inclusion: The moderating role of financial access in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 173-185.
    30. Teame Ghirmay, 2004. "Financial Development and Economic Growth in Sub‐Saharan African Countries: Evidence from Time Series Analysis," African Development Review, African Development Bank, vol. 16(3), pages 415-432.
    31. Asongu, Simplice A. & Adegboye, Alex & Nnanna, Joseph, 2021. "Promoting female economic inclusion for tax performance in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 159-170.
    32. Cihak,Martin & Mare,Davide Salvatore & Melecky,Martin, 2016. "The Nexus of financial inclusion and financial stability : a study of trade-offs and synergies," Policy Research Working Paper Series 7722, The World Bank.
    33. Muazu Ibrahim & Paul Alagidede, 2017. "Financial Development, Growth Volatility and Information Asymmetry in Sub†Saharan Africa: Does Law Matter?," South African Journal of Economics, Economic Society of South Africa, vol. 85(4), pages 570-588, December.
    34. Nanda, Kajole, 2019. "Dynamics between Bank-led Financial Inclusion and Economic Growth in Emerging Economies: The Case of India," International Journal of Development and Conflict, Gokhale Institute of Politics and Economics, vol. 9(1), pages 95-121.
    35. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    36. Dinabandhu Sethi & Debashis Acharya, 2018. "Financial inclusion and economic growth linkage: some cross country evidence," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 10(3), pages 369-385, June.
    37. Nadia Hanif & Noman Arshed, 2016. "Relationship between School Education and Economic Growth: SAARC Countries," International Journal of Economics and Financial Issues, Econjournals, vol. 6(1), pages 294-300.
    38. Evans, Olaniyi, 2015. "The Effects of Economic and Financial Development on Financial Inclusion in Africa," MPRA Paper 81325, University Library of Munich, Germany.
    39. Badar Alam Iqbal & Shaista Sami, 2017. "Role of banks in financial inclusion in India," Contaduría y Administración, Accounting and Management, vol. 62(2), pages 32-33, Abril-Jun.
    40. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Srobona Mitra & Annette J Kyobe & Yen N Mooi & Seyed Reza Yousefi, 2015. "Financial Inclusion; Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 15/17, International Monetary Fund.
    41. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe & Van Oudheusden,Peter, 2015. "The Global Findex Database 2014 : measuring financial inclusion around the world," Policy Research Working Paper Series 7255, The World Bank.
    42. Mr. Antonio David & Mr. Montfort Mlachila & Ashwin Moheeput, 2014. "Does Openness Matter for Financial Development in Africa?," IMF Working Papers 2014/094, International Monetary Fund.
    43. Chima M. Menyelim & Abiola A. Babajide & Alexander E. Omankhanlen & Benjamin I. Ehikioya, 2021. "Financial Inclusion, Income Inequality and Sustainable Economic Growth in Sub-Saharan African Countries," Sustainability, MDPI, vol. 13(4), pages 1-15, February.
    44. Adeniyi, Oluwatosin & Oyinlola, Abimbola & Omisakin, Olusegun & Egwaikhide, Festus O., 2015. "Financial development and economic growth in Nigeria: Evidence from threshold modelling," Economic Analysis and Policy, Elsevier, vol. 47(C), pages 11-21.
    45. Tough Chinoda & Joseph Olorunfemi Akande, 2019. "Financial Inclusion, Mobile Phone Diffusion, and Economic Growth; Evidence from Africa," International Journal of Economics and Financial Issues, Econjournals, vol. 9(5), pages 104-110.
    46. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
    47. Loan Thi-Hong Van & Anh The Vo & Nhan Thien Nguyen & Duc Hong Vo, 2021. "Financial Inclusion and Economic GROWTH: An International Evidence," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 239-263, January.
    48. Hassan, M. Kabir & Sanchez, Benito & Yu, Jung-Suk, 2011. "Financial development and economic growth: New evidence from panel data," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(1), pages 88-104, February.
    49. Ibrahim, Muazu & Alagidede, Paul, 2018. "Effect of financial development on economic growth in sub-Saharan Africa," Journal of Policy Modeling, Elsevier, vol. 40(6), pages 1104-1125.
    50. Hicks, J. R., 1969. "A Theory of Economic History," OUP Catalogue, Oxford University Press, number 9780198811633.
    51. Jabir Ibrahim Mohammed & Lord Mensah & Agyapomaa Gyeke-Dako, 2017. "Financial Inclusion and Poverty Reduction in Sub-Saharan Africa," The African Finance Journal, Africagrowth Institute, vol. 19(1), pages 1-22.
    52. Patrick Opoku Asuming & Lotus Gyamfuah Osei-Agyei & Jabir Ibrahim Mohammed, 2019. "Financial Inclusion in Sub-Saharan Africa: Recent Trends and Determinants," Journal of African Business, Taylor & Francis Journals, vol. 20(1), pages 112-134, January.
    53. Nanda, Kajole, 2019. "Dynamics between Bank-led Financial Inclusion and Economic Growth in Emerging Economies: The Case of India," International Journal of Development and Conflict, Gokhale Institute of Politics and Economics, vol. 9(1), pages 95-121.
    54. David Tuesta & Gloria Sorensen & Adriana Haring & Noelia Camara, 2015. "Financial inclusion and its determinants: the case of Argentina," Working Papers 1503, BBVA Bank, Economic Research Department.
    55. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    56. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe, 2017. "Financial inclusion and inclusive growth : a review of recent empirical evidence," Policy Research Working Paper Series 8040, The World Bank.
    57. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    58. Kim, Dai-Won & Yu, Jung-Suk & Hassan, M. Kabir, 2018. "Financial inclusion and economic growth in OIC countries," Research in International Business and Finance, Elsevier, vol. 43(C), pages 1-14.
    59. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    60. International Monetary Fund, 2004. "Financial Sector Development in the Middle East and North Africa," IMF Working Papers 2004/201, International Monetary Fund.
    61. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    62. Sanjaya Kumar Lenka & Ruchi Sharma, 2017. "Does Financial Inclusion Spur Economic Growth in India?," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(3), pages 215-228, July-Sept.
    63. Ibrahim, Muazu & Alagidede, Paul, 2017. "Financial sector development, economic volatility and shocks in sub-Saharan Africa," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 484(C), pages 66-81.
    64. Kangni Kpodar & Raju Jan Singh & Dhaneshwar Ghura, 2009. "Financial Deepening in the CFA Franc Zone: The Role of Institutions," Post-Print hal-00450079, HAL.
    65. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    66. Abiola A. Babajide & Folasade B. Adegboye & Alexander E. Omankhanlen, 2015. "Financial Inclusion and Economic Growth in Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 5(3), pages 629-637.
    67. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    68. Thorsten Beck & Lemma Senbet & Witness Simbanegavi, 2015. "Financial Inclusion and Innovation in Africa: An Overview," Journal of African Economies, Centre for the Study of African Economies, vol. 24(suppl_1), pages 3-11.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wenzhao Zhou & Yufei Wang & Xi Wang & Peng Gao & Ciyun Lin, 2022. "The Economic Value of Water Ecology in Sponge City Construction Based on a Ternary Interactive System," IJERPH, MDPI, vol. 19(23), pages 1-15, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Finance, inequality and inclusive education in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 162-177.
    2. Ibrahim, Muazu & Alagidede, Paul, 2018. "Effect of financial development on economic growth in sub-Saharan Africa," Journal of Policy Modeling, Elsevier, vol. 40(6), pages 1104-1125.
    3. Mohd Daud, Siti Nurazira & Ahmad, Abd Halim & Trinugroho, Irwan, 2024. "Financial inclusion, digital technology, and economic growth: Further evidence," Research in International Business and Finance, Elsevier, vol. 70(PB).
    4. Simplice A. Asongu & Nicholas M. Odhiambo, 2023. "Foreign Direct Investment, Information Technology, And Total Factor Productivity Dynamics In Sub‐Saharan Africa," World Affairs, John Wiley & Sons, vol. 186(2), pages 469-506, June.
    5. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Inequality and gender economic inclusion: The moderating role of financial access in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 173-185.
    6. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Foreign direct investment, information technology and economic growth dynamics in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(1).
    7. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Financial Access and Value Added in Sub-Saharan Africa: Empirical Evidence from the Agricultural, Manufacturing and Service Sectors," Working Papers of the African Governance and Development Institute. 22/009, African Governance and Development Institute..
    8. Simplice Asongu & Christelle Meniago & Raufhon Salahodjaev, 2022. "The role of value added across economic sectors in modulating the effects of FDI on TFP and economic growth dynamics," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 18(11), pages 5087-5108, February.
    9. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Inequality and gender inclusion: Minimum ICT policy thresholds for promoting female employment in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(4).
    10. Asongu, Simplice & Odhiambo, Nicholas, 2019. "Foreign Aid Complementarities and Inclusive Human Development in Africa," MPRA Paper 101086, University Library of Munich, Germany.
    11. Asongu, Simplice A. & Rahman, Mushfiqur & Nnanna, Joseph & Haffar, Mohamed, 2020. "Enhancing information technology for value added across economic sectors in Sub-Saharan Africa✰," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    12. Sheng Xu & Michael Asiedu & Nana Adwoa Anokye Effah, 2023. "Inclusive Finance, Gender Inequality, and Sustainable Economic Growth in Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4866-4902, December.
    13. Simplice Asongu & Rexon Nting, 2021. "The role of finance in inclusive human development in Africa revisited," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 38(2), pages 345-370, February.
    14. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2021. "The Openness Hypothesis in the Context of Economic Development in Sub-Saharan Africa: The Moderating Role of Trade Dynamics on FDI," The International Trade Journal, Taylor & Francis Journals, vol. 35(4), pages 336-359, July.
    15. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Inequality and the Economic Participation of Women in Sub-Saharan Africa: An Empirical Investigation," Working Papers of the African Governance and Development Institute. 19/027, African Governance and Development Institute..
    16. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Remittances and value added across economic sub-sectors in Sub-Saharan Africa," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(1), pages 23-41, February.
    17. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2020. "Inclusive Education for Inclusive Economic Participation: the Financial Access Channel," Research Africa Network Working Papers 20/019, Research Africa Network (RAN).
    18. Simplice A. Asongu & Joseph Amankwah‐Amoah & Rexon T. Nting & Godfred Adjapong Afrifa, 2021. "Information Technology and Gender Economic Inclusion in Sub-Saharan Africa," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 24(2), pages 120-133, April.
    19. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Remittances, the diffusion of information and industrialisation in Africa," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 98-117, January.
    20. Simplice A. Asongu & Samba Diop & Amsalu K. Addis, 2023. "Governance, Inequality and Inclusive Education in Sub-Saharan Africa," Forum for Social Economics, Taylor & Francis Journals, vol. 52(1), pages 43-68, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:10:p:5581-:d:556113. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.