Aker, J.C., Boumnijel, R., Mcclelland, A., Tierney, N. 2016. Payment Mechanisms and Antipoverty Programs: Evidence from a Mobile Money Cash Transfer Experiment in Niger. Economic Development and Cultural Change 65 (1), 1-37.
Aker, J.C., Ksoll, C. 2016. Can mobile phones improve agricultural outcomes? Evidence from a randomized experiment in Niger. Food Policy 60, 44-51.
An application of the relationship between inequality and the shadow economy. World Development 84, 342–356. Della Peruta, M., 2018. Adoption of mobile money and financial inclusion: a macroeconomic approach through cluster analysis. Economics of Innnovations and New Technology 27, 154-173.
Applied Economics 38, 1091-1110. Dreher, A., Kotsogiannis, C., McCorriston, S., 2009. How do institutions affect corruption and the shadow economy? International Tax and Public Finance 16, 773.
Applied Financial Economics, 21(7), 455–461. Goel, R. K., Nelson, M. A., Naretta, M. A., 2012. The internet as an indicator of corruption awareness.
Aron, J. 2017. ‘Leapfrogging’: a Survey of the Nature and Economic Implications of Mobile Money.
Aron, J., 2018. Mobile money and the economy: a review of the evidence. The World Bank Research Observer 33, 135-188.
- Austin, P.C., 2011. Optimal caliper widths for propensityâ€score matching when estimating differences in means and differences in proportions in observational studies. Pharmaceutical Statistics 10, 150-161.
Paper not yet in RePEc: Add citation now
Balima, W.H., Combes, J.L., Minea, A., 2017. Sovereign debt risk in emerging market economies: does inflation targeting adoption make any difference? Journal of International Money and Finance 70, 360-377.
Beck, T., Pamuk, H., Ramratta, R., Uras, B.R. 2018. Payment instruments, finance and development.
Berdiev, A.N., Saunoris, J.W., 2018. Does globalisation affect the shadow economy? The World Economy 41, 222–241.
Blackburn, K., Bose, N., Capasso, S., 2012. Tax evasion, the underground economy and financial development. Journal of Economic Behavior & Organization 83, 243–253.
Bose, N., Capasso, S., Andreas Wurm, M., 2012. The impact of banking development on the size of shadow economies. Journal of Economic Studies 39, 620–638.
Buehn, A., Schneider, F., 2012a. Shadow economies around the world: novel insights, accepted knowledge, and new estimates. International Tax and Public Finance 19, 139–171.
Buehn, A., Schneider, F., 2012b. Corruption and the shadow economy: like oil and vinegar, like water and fire? International Tax and Public Finance 19, 172–194.
- Buku, M., Meredith, M., 2013. Safaricom and M-PESA in Kenya: Financial Inclusion and Financial Integrity. Washington Journal of Law, Technology and Arts 8, 375-400.
Paper not yet in RePEc: Add citation now
Calderon, C., Serven, L., 2014. Infrastructure and growth. In S. N. Durlauf, & L. E. Blume (Eds.), The new Palgrave dictionary of economics (online edition). Palgrave Macmillan.
Caliendo, M., Kopeinig, S., 2008. Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys 22, 31-72.
Capasso, S., Jappelli, T., 2013. Financial development and the underground economy. Journal of Development Economic 101, 167-178.
Cariolle, J., Le Goff, M., Santoni, O., 2019. Digital vulnerability and performance of firms in developing countries. Banque de France Working paper No. 709.
- CSAE Working Paper 2017/02. Oxford University.
Paper not yet in RePEc: Add citation now
Dabla-Norris, E., Gradstein, M., Inchauste, G., 2008. What causes firms to hide output? The determinants of informality. Journal of development economics 85, 1–27.
Dehejia, R.,Wahba, S., 2002. Propensity score-matching methods for non-experimental causal studies.
DiPrete, T., Gangl, M., 2004. Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments.
Dreher, A., 2006. Does globalization affect growth? Evidence from a new index of globalization.
Elbahnasawy, N.G., Ellis, M.A., Adom, A.D., 2016. Political Instability and the Informal Economy. World Development 85, 31–42.
Elgin, C., 2013. Internet usage and the shadow economy: evidence from panel. Economic Systems 37, 111-121.
Elgin, C., Öztunali, O., 2012. Shadow economies around the world: model based estimates. Bogazici University Department of Economics Working Papers 5, 1–48.
Evans, D.S., Pirchio, A., 2014. An empirical examination of why mobile money schemes ignite in some developing countries but flounder in most. Review of Network Economics 13, 397-451.
Fedderke, J. W., Bogetic, Z., 2009. Infrastructure and Growth in South Africa: Direct and Indirect Productivity Impacts of 19 Infrastructure Measures. World Development, 37(9), 1522–1539.
Goel, R. K., Hasan, I., 2011. Economy-wide corruption and bad loans in banking:International evidence.
Goel, R.K., Saunoris, J.W., 2014. Global corruption and the shadow economy: spatial aspects. Public Choice 161, 119–139.
- GSMA Mobile Money for the Unbanked. Pham, T.H.H., 2017. Impacts of globalization on the informal sector: Empirical evidence from developing countries. Economic Modelling 62, 207–218.
Paper not yet in RePEc: Add citation now
- GSMA, 2016b. Success factors for mobile money services: A quantitative assessment of success factors.
Paper not yet in RePEc: Add citation now
Guérineau S., Jacolin, L., 2014. Linclusion financière en Afrique subsaharienne : faits stylisés et déterminants, Revue déconomie financière 116, 57-80.
- Gwartney, J., Lawson, R., Grubel, H., de Haan, J., Sturm, J.-E., Zandberg, E., 2009. Economic freedom of the world: 2009 annual report. Vancouver, BC: The Fraser Institute.
Paper not yet in RePEc: Add citation now
Gygli, S., Haelg F., Sturm, J-E., 2018. The KOF Globalisation Index – Revisited, KOF Working Paper, No.
Hansen, L.P., 1982. Large sample properties of generalized method of moments estimators.
Heckman, J., Ichimura, H., Todd, P., 1998. Matching as an econometric evaluation estimator. Review of Economics Studies. 65, 261–294.
Henderson, J.V., Storeygard, A., Weil, D.N. 2012. Measuring Economic Growth from Outer Space. The American Economic Review, 102 (2), 994–1028.
Islam, A., Muzi, S., Meza, J.L.R. 2017. Does mobile money use increase firms’ investment? Evidence from Enterprise Surveys in Kenya, Uganda, and Tanzania. Small Business Economics, 1-22.
Jack, W., Ray, A., Suri, T. 2013. Transaction Networks: Evidence from Mobile Money in Kenya. American Economic Review, 103 (3), 356–361.
Jack, W., Suri, T. 2014. Risk sharing and transactions costs: Evidence from Kenya’s mobile money revolution. American Economic Review, 104(1), 183-223.
Journal of Development Economics 133, 162-186. Berdiev, A.N., Saunoris, J.W., 2016. Financial development and the shadow economy: A panel VAR analysis. Economic Modelling 57, 197-207.
Journal of Econometrics 133, 97–126. La Porta, R., Shleifer, A., 2014. Informality and development. Journal of Economy Perspectives 28, 109126.
Lin, S., 2010. On the international effects of inflation targeting. Review of Economics and Statistics 92, 195–199.
Medina, L., Schneider, F., 2018. Shadow economies around the world: what did we learn over the last 20 years? IMF Working paper/18/17.
Minea, A., Tapsoba, R., 2014. Does inflation targeting improve fiscal discipline? Journal of International Money and Finance 40, 185–203.
Mitra, S., 2017. To tax or not to tax? When does it matter for informality? Economic Modelling 64, 117– 127.
Moller, L.C., Wacker, K.M., 2017. Explaining Ethiopia’s Growth Acceleration—The Role of Infrastructure and Macroeconomic Policy. World Development 96, 198-215.
Mothobi, O., Grzybowski, L., 2017. Infrastructure deficiencies and adoption of mobile money in SubSaharan Africa. Information Economics and Policy 40, 71-79.
Munyegera, G.K., Matsumoto, T. 2016. Mobile Money, Remittances, and Household Welfare: Panel Evidence from Rural Uganda. World Development 79, 127-137.
- Reviews of Economics and Statistics. 84, 151–161. Dell’Anno, R., 2016. Analyzing the determinants of the shadow economy with a “separate approachâ€.
Paper not yet in RePEc: Add citation now
Riley, E., 2018. Mobile money and risk sharing against village shocks. Journal of Development Economics 135, 43-58.
- Rosenbaum, P.R., 2002. Observational Studies. 2nd ed. New York: Springer.
Paper not yet in RePEc: Add citation now
- Rosenbaum, P.R., Rubin, D.B., 1983. The central role of the propensity score in observational studies for causal effects. Biometrika 70, 41-55.
Paper not yet in RePEc: Add citation now
Rud, J. P., 2012. Electricity provision and industrial development: Evidence from India. Journal of Development Economics, 97, 352–367.
Schneider, F., 2005. Shadow economies around the world: what do we really know? European Journal of Political Economy 21, 598–642.
Schneider, F., Buehn, A., Montenegro, C.E., 2010. New estimates for the shadow economies all over the world. International Economic Journal 24, 443–461.
Schneider, F., Enste, D.H., 2000. Shadow economies: size, causes, and consequences. Journal of economic literature 38, 77–114.
Sekabira, H., Qaim, M. 2017. Can mobile phones improve gender equality and nutrition? Panel data evidence from farm households in Uganda. Food Policy 73, 95-103.
Sociological Methodology 34, 271–310. Djankov, S., Ganser, T., McLiesh, C., Ramalho, R., Shleifer, A., 2010. The effect of corporate taxes on investment and entrepreneurship. American Economic Journal: Macroeconomics 2, 31–64.
- Suri, T., Jack, W. 2016. The long-run poverty and gender impacts of mobile money. Science, 354 (6317), 1288-1292.
Paper not yet in RePEc: Add citation now
Torgler, B., Schneider, F., 2009. The Impact of Tax Morale and Institutional Quality on the Shadow Economy, Journal of Economic Psychology 30(3), 228–245.