Microfinance Overview: From Simple Loans to Complex Systems


  • Sara Bourhime Laboratory of Study and Research in Applied Mathematics, Laboratory of Islamic Financial Engineering - Mohammadia School of Engineers, University Mohammed V - Rabat,
  • Mohamed Tkiouat


Microfinance, complex systems, agent-based modeling, computational economics


Financial services for the poor have existed since early ages and have been evolving from simple transactions to the nowadays microfinance sophisticated products and complex markets. However, despite the steady progress of microfinance, many issues still need to be addressed, and the microfinance, as a part of the economic scheme, has proven its requirement for new approaches and studies which would embrace the development of its structures. In this context, the present work gives, at first, an overview of the evolution of microfinance, its trends and main issues. Then, an approach of microfinance as a complex system is presented with regards to the state of the art of the complexity theory. Finally, this paper discusses the relevance of agent-based modeling in microfinance and provides a number of existing microfinance agent-based models.


Sinha S., Matin I., “Informal credit transactions of micro-credit borrowers in rural Bangladeshâ€, IDS bulletin 29 (4), p.66–80, 1998.

Obaidullah M., Khan, T, “Islamic microfinance development: Challenges and initiativesâ€, Islamic Research & Training institute Policy Dialogue Paper, 2008 (2).

Armendariz B., Labie M., “The handbook of microfinanceâ€, Singapore: World Scientific, 2011.

Ashta A., Hudon M., “The compartamos microfinance IPO: Mission conflicts in hybrid institutions with diverse shareholdingâ€, Strategic change 21 (7-8), p.331–341, 2012.

Nicolis G., Nicolis C., “Foundations of Complex Systems: Emergence, Information and Predicationâ€, World Scientific, 2012.

Tesfatsion L., Judd K. L., “Handbook of computational economics: agent- based computational economicsâ€, Vol. 2, Elsevier, 2006.

Visser W. A., Macintosh A., “A short review of the historical critique of usuryâ€, Accounting, Business & Financial History 8 (2), p.175–189, 1998.

Saunders T. J., “Aristotle: Politics: books I and IIâ€, Clarendon Press, 1995.

Lewison M., “Conflicts of interest? The ethics of usuryâ€, Journal of Business Ethics 22 (4), p327–339, 1999.

Choudhury M. A., Malik U. A., “The Foundations of Islamic Political Economyâ€, Macmillan, 1992.

Pullan B., “Charity and usury: Jewish and Christian lending in renaissance and early modern Italyâ€, Proceedings of the British Academy Volume 125, 2003 Lectures 125, p.19–40, 2000.

Roodman D., “Due diligence: An impertinent inquiry into microfinanceâ€, CGD Books, 2012.

Hollis A., Sweetman A., “The life-cycle of a microfinance institution: The Irish loan fundsâ€, Journal of Economic Behavior & Organization 46 (3), p.291–311, 2001.

Stiglitz J. E., “Peer monitoring and credit marketsâ€, The world bank economic review 4 (3), p.351–366, 1990.

David H., Paul M., “Finance against povertyâ€, Psychology Press, vol. 2, 1996.

Rhyne E., “The yin and yang of microfinance: Reaching the poor and sustainabilityâ€, MicroBanking Bulletin 2 (1), p.6–8, 1998.

Zeller M., Meyer R. L., “The triangle of microfinance: Financial sustainability, outreach, and impactâ€, Intl Food Policy Res Inst, 2002.

Armendáriz B., Morduch J., “Microfinance beyond group lendingâ€, Economics of transition 8 (2), p.401–420, 2000.

Armendáriz B., Morduch J., “The economics of microfinanceâ€, MIT press, 2010.

Morduch J., “The microfinance promiseâ€, Journal of economic literature, p.1569–1614, 1999.

Von Pischke J. D, “ROSCAs: State-of-the-art financial intermediationâ€, Informal finance in low-income countries, p.325–336, 1999.

Pitt M. M., Khandker S. R., “The impact of group-based credit programs on poor households in Bangladesh: Does the gender of participants matter?â€, Journal of political economy 106 (5), p.958–996, 1998.

Mosley P., “Microfinance and poverty in Boliviaâ€, Journal of Development Studies 37 (4), p.101–132, 2001.

Khandker S. R., “Microfinance and poverty: Evidence using panel data from Bangladeshâ€, The World Bank Economic Review 19 (2), p.263–286, 2005.

Hermes N., Lensink R., “The empirics of microfinance: what do we know?â€, The Economic Journal 117 (517), p.1–10, 2010.

Rashid S., Yoon Y., Kashem S. B., “Assessing the potential impact of microfinance with agent-based modelingâ€, Economic Modelling 28 (4), p.1907–1913, 2011.

Hulme D., “The story of the Grameen bank: From subsidized microcredit to market-based microfinanceâ€, Brooks World Poverty Institute Working Paper (60), 2008.

Norell D., “How to reduce arrears in microfinance institutionsâ€, Journal of Microfinance/ESR Review 3 (1), p.115–130, 2001.

Park A., Ren C., “Microfinance with Chinese characteristicsâ€, World Development 29 (1), p.39–62, 2001.

Ledgerwood J., Earne J., Nelson C., “The new microfinance handbook: A financial market system perspectiveâ€, World Bank Publications, 2013.

Bateman M., “Why doesn’t microfinance work?: The destructive rise of local neoliberalismâ€, Zed Books, 2010.















Banerjee A., Duflo E., Glennerster R., Kinnan C., “The miracle of microfinance? Evidence from a randomized evaluationâ€, American Economic Journal: Applied Economics, Vol. 7, p. 22–53, 2015.

Bhide A., Schramm C., “Phelps’s prizeâ€, The Wall Street Journal 29, 2007.

Woller G., Schreiner M., “Poverty lending, financial self-sufficiency, and the six aspects of outreachâ€, Disc. Paper, Ohio, 2002.

Morduch J.,“The microfinance schismâ€, World development 28 (4), p.617–629, 2000.

Sinclair H., “Confessions of a microfinance heretic: How micro lending lost its way and betrayed the poorâ€, Berrett-Koehler Publishers, 2012.

Khawari A., “Microfinance: Does it hold its promises? A survey of recent literature†HWWA Discussion Paper, 276, 2004.

Berlage L., Jasrotia N. V., “Microcredit: from hope to scepticism to modest hopeâ€, Enterprise Development and Microfinance 26 (1), p.63–74, 2015.

Flake G. W., “The computational beauty of nature: Computer explorations of fractals, chaos, complex systems, and adaptationâ€, MIT press, 1998.

Sawyer R. K., “Social emergence: Societies as complex systemsâ€, Cambridge University Press, 2005.

Miller J. H., Page S. E., “Complex adaptive systems: an introduction to computational models of social life: An introduction to computational models of social lifeâ€, Princeton university press, 2009.

Boccara N., “Modeling complex systemsâ€, Springer Science & Business Media, 2010.

Nicolis G., Nicolis C., “Foundations of Complex Systems: Emergence, Information and Predicitionâ€, World Scientific, 2012.

Al-Suwailem S., “Complexity and endogenous instabilityâ€, Research in International Business and Finance 30, p.393–410, 2010.

Newman M., “Complex systems: A surveyâ€, American Journal of Physics, p.800–810, 2010.

Naciri N., Tkiouat M., “Complex systems: Overviewâ€, IEEE Publication. 2014 Second World Conference on Complex Systems (WCCS), 2014.

Delli Gatti D., Palestrini A., Gaffeo E., Giulioni G., Gallegati M., “Emergent macroeconomicsâ€, Springer, 2008.

Arthur W. B., Durlauf S. N., Lane D. A., “The economy as an evolving complex system IIâ€, Vol. 28, Addison-Wesley Reading, MA, 1997.

Simon H. A., “Bounded rationality and organizational learningâ€, Organization science 2 (1), p.125–134, 1991.

Arthur W. B., “Complexity and the Economyâ€, Oxford University Press, 2014.

Janssen M. A., Ostrom E., “Empirically based agent-based modelsâ€, Ecology and Society,11 (2), 37, 2006.

De Marchi S., Page S. E., “Agent-based modelsâ€, Annual Review of Political Science 17, p.1–20, 2014.

Epstein J., M., “Generative social science studies in agent-based computational modelingâ€, Introductory Chapters, Princeton University Press, 2007.

Ferber J., “Multi-agent systemsâ€, Reading MA: Addison-Wesley, 1999.

Tesfatsion L., “Agent-based computational economics: modeling economies as complex adaptive systemsâ€. Information Sciences, 149(4), p.262-268, 2003.

Barnaud C., Bousquet F., Trebuil G., “Multi-agent simulations to explore rules for rural credit in a highland farming community of northern Thailandâ€, Ecological Economics 66 (4), p.615–627, 2008.

Suarez E. D., Castañón-Puga M., Marquez B. Y., “Analyzing the Mexican microfinance industry using multi-level multi-agent systemsâ€, Proceedings of the 2009 Spring Simulation Multiconference, Society for Computer Simulation International, p.27, 2009.

Tisue S., Wilensky U., “Netlogo: A simple environment for modeling complexityâ€, International conference on complex systems, Boston, MA, p.16–21, 2004.

Saqalli M., Gérard B., Bielders C., Defourny P., “Targeting rural development interventions: Empirical agent-based modeling in Nigerien villagesâ€, Agricultural Systems 104 (4), p.354–364, 2011.

Lee J.H., Jusup M., Podobnik B., Iwasa Y., “Agent-based mapping of credit risk for sustainable microfinanceâ€, PloS one, vol. 10, no 5, 2015.




How to Cite

Bourhime, S., & Tkiouat, M. (2016). Microfinance Overview: From Simple Loans to Complex Systems. Asian Journal of Applied Sciences, 4(1). Retrieved from https://www.ajouronline.com/index.php/AJAS/article/view/3437