Aghion, P. & Howitt, P. (1996), ‘Research and development in the growth process’, Journal of Economic Growth 1(1), 49-73.
Akcigit, U. & Kerr, W. (2018), ‘Growth through heterogeneous innovations’, Journal of Political Economy 126(4), 1374-1443.
Akcigit, U., Grigsby, J., Nicholas, T. & Stantcheva, S. (2022), ‘Taxation and innovation in the twentieth century’, The Quarterly Journal of Economics 137(1), 329-385.
Alberola, E. & Urrutia, C. (2020), ‘Does informality facilitate inflation stability?’, Journal of Development Economics 146, 102505.
Allard, G., Martinez, C. A. & Williams, C. (2012), ‘Political instability, pro-business market reforms and their impacts on national systems of innovation’, Research Policy 41(3), 638-651.
Alm, J. & Embaye, A. (2013), ‘Using dynamic panel methods to estimate shadow economies around the world, 1984–2006’, Public Finance Review 41(5), 510-543.
Amable, B., Ledezma, I. & Robin, S. (2016), ‘Product market regulation, innovation, and productivity’, Research Policy 45(10), 2087-2104.
Angrist, J. D. & Krueger, A. B. (2001), ‘Instrumental variables and the search for identification: From supply and demand to natural experiments’, Journal of Economic Perspectives 15(4), 69-85.
Apeti, A. E. (2023), ‘Household welfare in the digital age: Assessing the effect of mobile money on household consumption volatility in developing countries’, World Development 161, 106110.
Apeti, A. E. & Edoh, E. D. (2023), ‘Tax revenue and mobile money in developing countries’, Journal of Development Economics 161, 103014.
Arellano, M. & Bond, S. (1991), ‘Some tests of specification for panel data: Monte carlo evidence and an application to employment equations’, The Review of Economic Studies 58(2), 277-297.
Arellano, M. & Bover, O. (1995), ‘Another look at the instrumental variable estimation of error-components models’, Journal of Econometrics 68(1), 29-51.
Balima, H. & Sy, A. (2021), ‘IMF-supported programs and sovereign debt crises’, IMF Economic Review 69(2), 427-465.
- Balima, H. W. (2020), ‘Coups d’´etat and the cost of debt’, Journal of Comparative Economics 48(3), 509-528.
Paper not yet in RePEc: Add citation now
- Balima, H. W., Combes, J.-L. & Minea, A. (2021), ‘The “dark side” of credit default swaps initiation: A close look at sovereign debt crises’, Macroeconomic Dynamics 25(1), 124-153.
Paper not yet in RePEc: Add citation now
Balima, W. H. (2017), ‘Do domestic bond markets participation help reduce financial dollarization in developing countries?’, Economic Modelling 66, 146-155.
Baltagi, B. H., Demetriades, P. O. & Law, S. H. (2009), ‘Financial development and openness: Evidence from panel data’, Journal of Development Economics 89(2), 285-296.
- Banerji, A. & Jain, S. (2007), ‘Quality dualism’, Journal of Development Economics 84(1), 234-250.
Paper not yet in RePEc: Add citation now
Becker, S. O. (2016), ‘Using instrumental variables to establish causality’, IZA World of Labor, 250.
Bellucci, A., Favaretto, I. & Giombini, G. (2014), Does innovation affect credit access? New empirical evidence from Italian small business lending, IAW Discussion Papers 104, Tübingen.
Berdiev, A. N. & Saunoris, J. W. (2016), ‘Financial development and the shadow economy: A panel VAR analysis’, Economic Modelling 57, 197-207.
Berdiev, A. N. & Saunoris, J. W. (2018), ‘Does globalisation affect the shadow economy?’, The World Economy 41(1), 222-241.
Besley, T. & Persson, T. (2014), ‘Why do developing countries tax so little?’, Journal of Economic Perspectives 28(4), 99-120.
Blanton, R. G., Early, B. & Peksen, D. (2018), ‘Out of the shadows or into the dark? Economic openness, IMF programs, and the growth of shadow economies’, The Review of International Organizations 13, 309-333.
Blundell, R. & Bond, S. (1998), ‘Initial conditions and moment restrictions in dynamic panel data models’, Journal of Econometrics 87(1), 115-143.
Brewer III, E., Minton, B. A. & Moser, J. T. (2000), ‘Interest-rate derivatives and bank lending’, Journal of Banking & Finance 24(3), 353-379.
Buehn, A. & Schneider, F. (2012), ‘Shadow economies around the world: novel insights, accepted knowledge, and new estimates’, International Tax and Public Finance 19, 139-171.
Cantner, U., Dettmann, E., Giebler, A., Guenther, J. & Kristalova, M. (2019), ‘The impact of innovation and innovation subsidies on economic development in German regions’, Regional Studies 53(9), 1284-1295.
Capasso, S. & Jappelli, T. (2013), ‘Financial development and the underground economy’, Journal of Development Economics 101, 167-178.
Chatterjee, S. & Turnovsky, S. J. (2018), ‘Remittances and the informal economy’, Journal of Development Economics 133, 66-83.
- Chava, S., Nanda, V. & Xiao, S. C. (2017), ‘Lending to innovative firms’, The Review of Corporate Finance Studies 6(2), 234-289.
Paper not yet in RePEc: Add citation now
Chen, J., Wang, L. & Li, Y. (2020), ‘Natural resources, urbanization and regional innovation capabilities’, Resources Policy 66, 101643.
Chinn, M. D. & Ito, H. (2006), ‘What matters for financial development? Capital controls, institutions, and interactions’, Journal of Development Economics 81(1), 163-192.
Choi, J. P. & Thum, M. (2005), ‘Corruption and the shadow economy’, International Economic Review 46(3), 817-836.
- Chu, A. C., Cozzi, G., Furukawa, Y. & Liao, C.-H. (2019), ‘Inflation and innovation in a schumpeterian economy with north–south technology transfer’, Journal of Money, Credit and Banking 51(2-3), 683-719.
Paper not yet in RePEc: Add citation now
Cooray, A., Dzhumashev, R. & Schneider, F. (2017), ‘How does corruption affect public debt? An empirical analysis’, World Development 90, 115-127.
Costamagna, R. (2015), ‘Inflation and R&D investment’, Journal of Innovation Economics & Management 17(2), 143-163.
Dabla-Norris, E., Gradstein, M. & Inchauste, G. (2008), ‘What causes firms to hide output? The determinants of informality’, Journal of Development Economics 85(1), 1-27.
- Dell’Anno, R. (2016), ‘Analyzing the determinants of the shadow economy with a “separate approach”. An application of the relationship between inequality and the shadow economy’, World Development 84, 342-356.
Paper not yet in RePEc: Add citation now
Dell’Anno, R. & Solomon, O. H. (2008), ‘Shadow economy and unemployment rate in USA: is there a structural relationship? An empirical analysis’, Applied Economics 40(19), 2537-2555.
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(3), 31-64.
- Djankov, S., La Porta, R., Lopez-de Silanes, F. & Shleifer, A. (2002), ‘The regulation of entry’, The Quarterly Journal of Economics 117(1), 1-37.
Paper not yet in RePEc: Add citation now
- Dong, Y., Skowronski, K., Song, S., Venkataraman, S. & Zou, F. (2020), ‘Supply base innovation and firm financial performance’, Journal of Operations Management 66(7-8), 768-796.
Paper not yet in RePEc: Add citation now
Dreher, A. (2006), ‘Does globalization affect growth? Evidence from a new index of globalization’, Applied Economics 38(10), 1091-1110.
Dreher, A. & Schneider, F. (2010), ‘Corruption and the shadow economy: an empirical analysis’, Public Choice 144, 215-238.
Dreher, A., Kotsogiannis, C. & McCorriston, S. (2009), ‘How do institutions affect corruption and the shadow economy?’, International Tax and Public Finance 16, 773-796.
Edler, J. & Fagerberg, J. (2017), ‘Innovation policy: what, why, and how’, Oxford Review of Economic Policy 33(1), 2-23.
- Efron, B. & Tibshirani, R. (1986), ‘Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy’, Statistical Science 1(1), 54-75.
Paper not yet in RePEc: Add citation now
Eilat, Y. & Zinnes, C. (2002), ‘The shadow economy in transition countries: Friend or foe? A policy perspective’, World Development 30(7), 1233-1254.
Elbahnasawy, N. G. (2014), ‘E-government, internet adoption, and corruption: An empirical investigation’, World Development 57, 114-126.
Elbahnasawy, N. G. (2021), ‘Can e-government limit the scope of the informal economy?’, World Development 139, 105341.
Elbahnasawy, N. G., Ellis, M. A. & Adom, A. D. (2016), ‘Political instability and the informal economy’, World Development 85, 31-42.
Elgin, C. & Oyvat, C. (2013), ‘Lurking in the cities: Urbanization and the informal economy’, Structural Change and Economic Dynamics 27, 36-47.
- Elgin, C., Kose, M. A., Ohnsorge, F. & Yu, S. (2022), Understanding the informal economy: Concepts and trends, in ‘The Long Shadow of Informality: Challenges and Policies’, World Bank Publications, chapter 2, pp. 33-92.
Paper not yet in RePEc: Add citation now
Fields, G. S. (1975), ‘Rural-urban migration, urban unemployment and underemployment, and job-search activity in LDCs’, Journal of Development Economics 2(2), 165-187.
- Fong, C., Hazlett, C. & Imai, K. (2018), ‘Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements’, The Annals of Applied Statistics 12(1), 156-177.
Paper not yet in RePEc: Add citation now
Freel, M. S. (2007), ‘Are small innovators credit rationed?’, Small Business Economics 28(1), 23-35.
- Frey, C. B., Neuh¨ausler, P. & Blind, K. (2019), ‘Patents and corporate credit risk’, Industrial and Corporate Change 29(2), 289-308.
Paper not yet in RePEc: Add citation now
Friedman, E., Johnson, S., Kaufmann, D. & Zoido-Lobaton, P. (2000), ‘Dodging the grabbing hand: the determinants of unofficial activity in 69 countries’, Journal of Public Economics 76(3), 459-493.
- Fu, X., Mohnen, P. & Zanello, G. (2018), ‘Innovation and productivity in formal and informal firms in Ghana’, Technological Forecasting and Social Change 131, 315-325.
Paper not yet in RePEc: Add citation now
Gong, Y. & Hanley, A. (2021), ‘Exports and new products in China – a generalised propensity score approach with firm-to-firm spillovers’, The Journal of Development Studies 57(12), 2136-2155.
- Gygli, S., Haelg, F., Potrafke, N. & Sturm, J.-E. (2019), ‘The KOF globalisation index–revisited’, The Review of International Organizations 14, 543-574.
Paper not yet in RePEc: Add citation now
Hainmueller, J. (2012), ‘Entropy balancing for causal effects: A multivariate reweighting method to produce balanced samples in observational studies’, Political Analysis 20(1), 25-46.
- Harris, J. R. & Todaro, M. P. (1970), ‘Migration, unemployment and development: A two-sector analysis’, The American Economic Review 60(1), 126-142.
Paper not yet in RePEc: Add citation now
- Hirtle, B. (2009), ‘Credit derivatives and bank credit supply’, Journal of Financial Intermediation 18(2), 125-150.
Paper not yet in RePEc: Add citation now
Hottenrott, H., Hall, B. H. & Czarnitzki, D. (2016), ‘Patents as quality signals? The implications for financing constraints on R&D’, Economics of Innovation and New Technology 25(3), 197-217.
Hsu, P.-H., Tian, X. & Xu, Y. (2014), ‘Financial development and innovation: Cross-country evidence’, Journal of Financial Economics 112(1), 116-135.
- International Labour Organization (2017), World social protection report 2017–19: Universal social protection to achieve the sustainable development goals, Technical report, International Labour Organization.
Paper not yet in RePEc: Add citation now
- International Labour Organization (2018), Women and men in the informal economy: A statistical picture (Third edition), Technical report, International Labour Organization.
Paper not yet in RePEc: Add citation now
- International Labour Organization (2019), Advancing social justice: Shaping the future of work in Africa, Technical report, International Labour Organization.
Paper not yet in RePEc: Add citation now
- International Labour Organization (2020), ILO Monitor: COVID-19 and the world of work. Third edition, Technical report, International Labour Organization.
Paper not yet in RePEc: Add citation now
Jacolin, L., Keneck Massil, J. & Noah, A. (2021), ‘Informal sector and mobile financial services in emerging and developing countries: Does financial innovation matter?’, The World Economy 44(9), 2703-2737.
- Kouakou, D. C. M. (2022), ‘Separating innovation short-run and long-run technical efficiencies: Evidence from the Economic Community of West African States (ECOWAS)’, European Journal of Comparative Economics 19(1), 103-141.
Paper not yet in RePEc: Add citation now
- Kouakou, D. C. M. (2023a), ‘Competing against ‘invisibles’: the effect of competition from informal firms on formal firms’ R&D’, Eurasian Business Review 13(1), 87-117.
Paper not yet in RePEc: Add citation now
- Kouakou, D. C. M. (2023b), ‘Explaining process innovation in developing countries: The role of a firm’s status, formal or informal’, Managerial and Decision Economics 44(6), 3077-3085.
Paper not yet in RePEc: Add citation now
- Krammer, S. M. S. & Kafouros, M. I. (2022), ‘Facing the heat: Political instability and firm new product innovation in sub-Saharan Africa’, Journal of Product Innovation Management 39(5), 604-642.
Paper not yet in RePEc: Add citation now
- Kullback, S. (1959), Information Theory and Statistics, Wiley, New York.
Paper not yet in RePEc: Add citation now
La Porta, R. & Shleifer, A. (2008), ‘The unofficial economy and economic development’, Brookings Papers on Economic Activity pp. 275-352.
La Porta, R. & Shleifer, A. (2014), ‘Informality and development’, Journal of Economic Perspectives 28(3), 109-126.
Lai, H.-p. & Kumbhakar, S. C. (2018), ‘Endogeneity in panel data stochastic frontier model with determinants of persistent and transient inefficiency’, Economics Letters 162, 5-9.
- Leiponen, A. (2005), ‘Skills and innovation’, International Journal of Industrial Organization 23(5), 303-323.
Paper not yet in RePEc: Add citation now
Liu-Evans, G. & Mitra, S. (2019), ‘Informality and bank stability’, Economics Letters 182, 122-125.
Loayza, N. V. (2016), ‘Informality in the process of development and growth’, The World Economy 39(12), 1856-1916.
Loayza, N. V. & Rigolini, J. (2011), ‘Informal employment: Safety net or growth engine?’, World Development 39(9), 1503-1515.
Lu, Q. & Chesbrough, H. (2022), ‘Measuring open innovation practices through topic modelling: Revisiting their impact on firm financial performance’, Technovation 114, 102434.
MacKinnon, J. G. (2006), ‘Bootstrap methods in econometrics’, Economic Record 82(s1), S2-S18.
Mann, W. (2018), ‘Creditor rights and innovation: Evidence from patent collateral’, Journal of Financial Economics 130(1), 25-47.
Mazzucato, M. & Semieniuk, G. (2017), ‘Public financing of innovation: new questions’, Oxford Review of Economic Policy 33(1), 24-48.
- Medina, L. & Schneider, F. (2018), ‘Shadow economies around the world: What did we learn over the last 20 years?’, Working Paper No. 2018/017, International Monetary Fund, Washington, D.C.
Paper not yet in RePEc: Add citation now
- Medina, L. & Schneider, F. (2019), ‘Shedding light on the shadow economy: A global database and the interaction with the official one’, CESifo Working Paper No. 7981.
Paper not yet in RePEc: Add citation now
Mitra, S. (2017), ‘To tax or not to tax? When does it matter for informality?’, Economic Modelling 64, 117-127.
Nadauld, T. D. & Weisbach, M. S. (2012), ‘Did securitization affect the cost of corporate debt?’, Journal of Financial Economics 105(2), 332-352.
Ndoya, H. & Djeufack, A. (2021), ‘Urbanization, governance and informal economy: an African tale’, Economics Bulletin 41(3), 1525-1540.
Ndoya, H., Okere, D., Laure Belomo, M. & Atangana, M. (2023), ‘Does ICTs decrease the spread of informal economy in Africa?’, Telecommunications Policy 47(2), 102485.
Neuenkirch, M. & Neumeier, F. (2016), ‘The impact of US sanctions on poverty’, Journal of Development Economics 121, 110-119.
Nguimkeu, P. (2022), ‘A structural model of informality with constrained entrepreneurship’, Economic Development and Cultural Change 70(3), 941-980.
Nickell, S. (1981), ‘Biases in dynamic models with fixed effects’, Econometrica 49(6), 1417-1426.
- OECD & Eurostat (2005), Oslo Manual: Guidelines for Collecting and Interpreting Innovation Data, 3rd edn, OECD Publishing, Paris.
Paper not yet in RePEc: Add citation now
- Ohnsorge, F., Okawa, Y. & Yu, S. (2022), Lagging behind: Informality and development, in ‘The Long Shadow of Informality: Challenges and Policies’, World Bank Publications, chapter 4, pp. 123-204.
Paper not yet in RePEc: Add citation now
- 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
- Robins, J. M., Hern´an, M. A. & Brumback, B. (2000), ‘Marginal structural models and causal inference in epidemiology.’, Epidemiology 11(5), 550-560.
Paper not yet in RePEc: Add citation now
Roodman, D. (2009a), ‘How to do xtabond2: An introduction to difference and system GMM in Stata’, The Stata Journal 9(1), 86-136.
Roodman, D. (2009b), ‘A note on the theme of too many instruments’, Oxford Bulletin of Economics and Statistics 71(1), 135-158.
Schipper, T. C. (2020), ‘Informality, innovation, and aggregate productivity growth’, Review of Development Economics 24(1), 125-143.
Schneider, F. (2010), ‘The influence of public institutions on the shadow economy: An empirical investigation for OECD countries’, Review of Law & Economics 6(3), 441-468.
- Schneider, F., Buehn, A. & Montenegro, C. E. (2010), ‘Shadow economies all over the world: New estimates for 162 countries from 1999 to 2007’, Policy Research Working Paper No. WPS 5356, World Bank Group, Washington, D.C.
Paper not yet in RePEc: Add citation now
- Schumpeter, J. A. (1912), The Theory of Economic Development, Harvard University Press, Cambridge.
Paper not yet in RePEc: Add citation now
Seo, M. H. & Shin, Y. (2016), ‘Dynamic panels with threshold effect and endogeneity’, Journal of Econometrics 195(2), 169-186.
- Svirydzenka, K. (2016), ‘Introducing a new broad-based index of financial development’, Working Paper No. 2016/005, International Monetary Fund, Washington, D.C.
Paper not yet in RePEc: Add citation now
Teobaldelli, D. & Schneider, F. (2013), ‘The influence of direct democracy on the shadow economy’, Public Choice 157, 543-567.
Teteryatnikova, M. (2018), ‘R&D in trade networks: The role of asymmetry’, International Journal of Industrial Organization 61, 307-350.
Todaro, M. P. (1969), ‘A model of labor migration and urban unemployment in less developed countries’, The American Economic Review 59(1), 138-148.
Tübbicke, S. (2022), ‘Entropy balancing for continuous treatments’, Journal of Econometric Methods 11(1), 71-89.
Ulyssea, G. (2018), ‘Firms, informality, and development: Theory and evidence from Brazil’, American Economic Review 108(8), 2015-2047.
- Vegetabile, B. G., Griffin, B. A., Coffman, D. L., Cefalu, M., Robbins, M. W. & McCaffrey, D. F. (2021), ‘Nonparametric estimation of population average dose-response curves using entropy balancing weights for continuous exposures’, Health Services and Outcomes Research Methodology 21(1), 69-110.
Paper not yet in RePEc: Add citation now
White, R. & Buehler, D. (2018), ‘A closer look at the determinants of international migration: decomposing cultural distance’, Applied Economics 50(33), 3575-3595.
- Williams, C. C. (2023), Theorising an e-government approach towards formalising the informal economy, in ‘Formalization of the Informal Economy: An E-government Approach’, Springer, pp. 21-56.
Paper not yet in RePEc: Add citation now
Windmeijer, F. (2005), ‘A finite sample correction for the variance of linear efficient two-step GMM estimators’, Journal of Econometrics 126(1), 25-51.
- Yang, K. & Rho, S.-Y. (2007), ‘E-government for better performance: Promises, realities, and challenges’, International Journal of Public Administration 30(11), 1197-1217.
Paper not yet in RePEc: Add citation now
Yiu, S. & Su, L. (2018), ‘Covariate association eliminating weights: a unified weighting framework for causal effect estimation’, Biometrika 105(3), 709-722.
Zanello, G., Fu, X., Mohnen, P. & Ventresca, M. (2016), ‘The creation and diffusion of innovation in developing countries: A systematic literature review’, Journal of Economic Surveys 30(5), 884-912.
- Zhu, Y., Coffman, D. L. & Ghosh, D. (2015), ‘A boosting algorithm for estimating generalized propensity scores with continuous treatments.’, Journal of Causal Inference 3(1), 25-40.
Paper not yet in RePEc: Add citation now