Abstract
Competition from informal firms is an important issue that face most formal firms in develo** countries. It usually leads to market share losses in formal firms and weakens their self-financing capacity. Recently, a stream of literature has been developed concerning its impact on the outcomes and strategic choices of formal firms. This paper contributes to this literature by investigating the effect of the Competitive Pressure from the Informal Sector (CPIS) on the research and development (R&D) investment of formal firms using firm-level data from Côte d’Ivoire. It emerges that the CPIS incites formal firms to engage more in R&D when it constitutes a problem, but not a severe one, for them in conducting their activities, which implies a positive effect. However, this effect is lost when the problem is severe. We conclude by discussing policy implications.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40821-022-00217-0/MediaObjects/40821_2022_217_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40821-022-00217-0/MediaObjects/40821_2022_217_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40821-022-00217-0/MediaObjects/40821_2022_217_Fig3_HTML.png)
Similar content being viewed by others
Data availability statement
The data and Stata Do-file that support the present study are available from the author upon request.
Change history
09 November 2022
The article was revised due to change in footnote 5 and 6 which were interchanged.
Notes
See Elgin and Erturk (2019) and Schneider and Enste (2000) for a literature review on this issue. Some papers also investigated especially the determinants of informality. See, for instance, Dell’Anno (2016), Elbahnasawy et al. (2016), and Williams et al. (2016) for recent references. Note that Elgin and Erturk’s (2019) study appears to be particularly comprehensive as it discusses both the empirical and theoretical aspects of the measures, determinants and effects of informality, and reviews the recent literature.
Mendi and Costamagna (2017) actually do not consider Côte d’Ivoire in their sample due to lack of data.
The country’s economic growth rates are usually greater than 7% since 2012, which is generally uncommon in Africa. See the World Development Indicators database.
We previously explained why Côte d’Ivoire is a good choice.
CIRES: Ivorian Center for Economic and Social Researches.
FCFA is the currency used in Côte d’Ivoire.
The R&D index is contained in the report entitled ‘Global Innovation Index’, published yearly by the World Intellectual Property Organization (WIPO), Cornell University and INSEAD since 2007. It measures a country’s level of R&D. The R&D index ranges from 0 (poorest level) to 100 (strongest level), and is available for Côte d’Ivoire since 2011.
The figures on the GDP composition by sector and information concerning the fields of activity that dominate in each sector are taken from the French Treasury’s report on the economic and financial situation of Côte d’Ivoire, published on July, 2021.
These figures are from the Central Bank of West African States (BCEAO) and the Bank of France. Note that we did not have access to the information for 2020 and 2021.
We thank an anonymous reviewer for inspiring the writing of this paragraph.
Elgin and Erturk (2019) discuss the techniques used in recent studies for measuring this part.
We thank an anonymous reviewer for suggesting a number of relevant control variables.
Note that we have tested this variable in the econometric regressions. It was automatically deleted due to collinearity.
Of course, other indicators (return on sales, return on investment, return on capital employed, etc.) could also be considered as proxies for firm profitability. The choice of return on equity is based on data availability.
We mentioned previously some reasons why a firm could exhibit a disproportionately high return on equity.
Amin (2021), Mendi and Costamagna (2017), and Perry et al. (2007), among others, discuss the negative effects of the CPIS on the market shares and profits of formal firms. In particular, Perry et al. (2007) stress that ‘high levels’ of informality can have negative effects on formal firms’ incentives to innovate, which includes discouraging them from engaging in R&D activities, and that informality can negatively impact R&D investment by reducing market shares and profits. In another context, Amin (2021) shows that when informal competition is ‘high’, the employment growth rate is lower than when the level of informal competition is not high. In practice, the ‘high level’ of informality or informal competition (Amin, 2021; Perry et al., 2007) is very often perceived by firms as a severe CPIS. Hence, it can be thought that when the CPIS is severe, R&D investment activities are very likely to be negatively affected as a result of an important decrease in the market shares and profits. Ceteris paribus, a non-severe CPIS is unlikely to affect substantially formal firms’ market shares and profits, which implies no negative effect on R&D activities.
The lack of collateral indeed increases the level of risk (Bradley et al., 2012).
Note that taxation and regulation more generally are among the most studied determinants of informality in the literature (Elgin & Erturk, 2019).
References
African Capacity Building Foundation. (2017). Rapport sur les capacités en Afrique 2017: Renforcer les capacités en science, technologie et innovation pour la transformation de l’Afrique. Technical report, African Capacity Building Foundation (ACBF), Harare, Zimbabwe.
African Development Bank. (2018). Perspectives économiques en Afrique 2018. Technical report, African Development Bank.
African Union Commission. (2014). Science, technologie et innovation pour l’Afrique: Stratégie pour 2024 (STISA-2024). African Union Commission (AUC).
Aghion, P., Bloom, N., Blundell, R., Griffith, R., & Howitt, P. (2005). Competition and innovation: An inverted-U relationship. Quarterly Journal of Economics, 120(2), 701–728.
Amaral, P. S., & Quintin, E. (2006). A competitive model of the informal sector. Journal of Monetary Economics, 53(7), 1541–1553.
Amemiya, T. (1984). Tobit models: A survey. Journal of Econometrics, 24(1–2), 3–61.
Amin, M. (2021). Does competition from informal firms hurt job creation by formal firms? Evidence using firm-level survey data. Policy Research Working Paper, No. 9515, World Bank, Washington, DC.
Arrow, K. J. (1962). Economic welfare and the allocation of resources for invention. In R. Nelson (Ed.), The Rate and Direction of Inventive Activity (pp. 609–626). Princeton University Press.
Avenyo, E. K., Konte, M., & Mohnen, P. (2021). Product innovation and informal market competition in sub-Saharan Africa: Firm-level evidence. Journal of Evolutionary Economics, 31, 605–637.
Balsmeier, B. (2017). Unions, collective relations laws and R&D investment in emerging and develo** countries. Research Policy, 46(1), 292–304.
Banerji, A., & Jain, S. (2007). Quality dualism. Journal of Development Economics, 84(1), 234–250.
Barker, V. L., III., & Mueller, G. C. (2002). CEO characteristics and firm R&D spending. Management Science, 48(6), 782–801.
Bradley, S. W., McMullen, J. S., Artz, K., & Simiyu, E. M. (2012). Capital is not enough: Innovation in develo** economies. Journal of Management Studies, 49(4), 684–717.
Cirera, X., & Maloney, W. F. (2017). The innovation paradox: Develo**-country capabilities and the unrealized promise of technological catch-up. Technical report, World Bank, Washington, DC.
Cohen, W. M., Levin, R. C., & Mowery, D. C. (1987). Firm size and R&D intensity: A re-examination. Journal of Industrial Economics, 35(4), 543–565.
Czarnitzki, D., & Hottenrott, H. (2011). R&D investment and financing constraints of small and medium-sized firms. Small Business Economics, 36, 65–83.
De Soto, H. (1989). The other path: The invisible revolution in the third world. Harper & Row Publishers.
De Soto, H. (2000). The mystery of capital: Why capitalism triumphs in the west and fails everywhere else. Bantam Press.
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.
Distinguin, I., Rugemintwari, C., & Tacneng, R. (2016). Can informal firms hurt registered SMEs’ access to credit? World Development, 84, 18–40.
Djankov, S., La Porta, R., Lopez-de-Silanes, F., & Shleifer, A. (2002). The regulation of entry. Quarterly Journal of Economics, 117(1), 1–37.
Economic Policies Analysis Unit of CIRES. (2018). Innovation, croissance inclusive et émergence économique des pays : Quelles leçons pour la Côte d’Ivoire? Technical report, Economic Policies Analysis Unit of CIRES (CAPEC), Abidjan, Côte d’Ivoire.
Elbahnasawy, N. G., Ellis, M. A., & Adom, A. D. (2016). Political instability and the informal economy. World Development, 84, 31–42.
Elgin, C., & Erturk, F. (2019). Informal economies around the world: Measures, determinants and consequences. Eurasian Economic Review, 9, 221–237.
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.
Gebreeyesus, M., & Mohnen, P. (2013). Innovation performance and embeddedness in networks: Evidence from the Ethiopian footwear cluster. World Development, 41, 302–316.
Girma, S., Gong, Y., & Görg, H. (2008). Foreign direct investment, access to finance, and innovation activity in Chinese enterprises. World Bank Economic Review, 22(2), 367–382.
Gogokhia, T., & Berulava, G. (2021). Business environment reforms, innovation and firm productivity in transition economies. Eurasian Business Review, 11, 221–245.
Greene, W. H. (2012). Econometric Analysis (7th ed.). Pearson Education, Prentice Hall.
Heckman, J. J. (1976). The common structure of statistical models of truncation, sample selection and limited dependent variables and a simple estimator for such models. Annals of Economic and Social Measurement, 5(4), 475–492.
Heckman, J. J. (1979). Sample selection bias as a specification error. Econometrica, 47(1), 153–161.
Heredia Pérez, J. A., Kunc, M. H., Durst, S., Flores, A., & Geldes, C. (2018). Impact of competition from unregistered firms on R &D investment by industrial sectors in emerging economies. Technological Forecasting and Social Change, 133, 179–189.
Heredia Pérez, J. A., Yang, X., Bai, O., Flores, A., & Heredia, W. H. (2019). How does competition by informal firms affect the innovation in formal firms? International Studies of Management & Organization, 49(2), 173–190.
International Monetary Fund. (2017). Perspectives économiques régionales: Afrique subsaharienne, faire redémarrer la croissance. Technical report, International Monetary Fund (IMF).
Kamien, M. I., & Schwartz, N. L. (1974). Patent life and R&D rivalty. American Economic Review, 64(1), 183–187.
Kouakou, D. C. M. (2020). Trois essais en économie de l’innovation. Ph. D. thesis, Université de Rennes 1, Rennes, France.
La Porta, R., & Shleifer, A. (2008). The unofficial economy and economic development. Brookings Papers on Economic Activity, 275–352.
La Porta, R., & Shleifer, A. (2014). The unofficial economy in Africa. In African Successes (pp. 261–306). University of Chicago Press, Berlin.
Letina, I. (2016). The road not taken: Competition and the R&D portfolio. RAND Journal of Economics, 47(2), 433–460.
Loayza, N. V. (1996). The economics of the informal sector: A simple model and some empirical evidence from Latin America. Carnegie-Rochester Conference Series on Public Policy, 45, 129–162.
Loayza, N. V. (2016). Informality in the process of development and growth. 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.
Mairesse, J., & Mohnen, P. (2002). Accounting for innovation and measuring innovativeness: An illustrative framework and an application. American Economic Review, 92(2), 226–230.
Maloney, W. F. (2004). Informality revisited. World Development, 32(7), 1159–1178.
Máñez, J. A., Rochina-Barrachina, M. E., Sanchis, A., & Sanchis, J. A. (2009). The role of sunk costs in the decision to invest in R & D. Journal of Industrial Economics, 57(4), 712–735.
McCann, B. T., & Bahl, M. (2017). The influence of competition from informal firms on new product development. Strategic Management Journal, 38(7), 1518–1535.
McKenzie, D., & Sakho, Y. S. (2010). Does it pay firms to register for taxes? The impact of formality on firm profitability. Journal of Development Economics, 91(1), 15–24.
Mendi, P., & Costamagna, R. (2017). Managing innovation under competitive pressure from informal producers. Technological Forecasting and Social Change, 114, 192–202.
Mendi, P., & Mudida, R. (2018). The effect on innovation of beginning informal: Empirical evidence from Kenya. Technological Forecasting and Social Change, 131, 326–335.
Nguimkeu, P. (2014). A structural econometric analysis of the informal sector heterogeneity. Journal of Development Economics, 107, 175–191.
Ogbor, J. O. (2009). Entrepreneurship in Sub-Saharan Africa: A strategic management perspective. Bloomington: AuthorHouse.
Oliveira, B., & Fortunato, A. (2017). Firm growth and R&D: Evidence from the Portuguese manufacturing industry. Journal of Evolutionary Economics, 27(3), 613–627.
Perry, G. E., Maloney, W. F., Arias, O. S., Fajnzylber, P., Mason, A. D., & Saavedra-Chanduvi, J. (2007). Informality: Exit and exclusion. World Bank Latin American and Caribbean Studies, World Bank.
Pieri, F., Vecchi, M., & Venturini, F. (2018). Modelling the joint impact of R&D and ICT on productivity: A frontier analysis approach. Research Policy, 47(9), 1842–1852.
Roodman, D. (2011). Fitting fully observed recursive mixed-process models with CMP. Stata Journal, 11(2), 159–206.
Schneider, F., & Enste, D. H. (2000). Shadow economies: Size, causes, and consequences. Journal of Economic Literature, 38(1), 77–114.
Schumpeter, J. A. (1942). Capitalism, socialism and democracy. Harper and Brothers.
Tirole, J. (1988). The theory of industrial organization. The MIT Press.
Tokman, V. E. (1978). Competition between the informal and formal sectors in retailing: The case of Santiago. World Development, 6(9–10), 1187–1198.
Ulyssea, G. (2010). Regulation of entry, labor market institutions and the informal sector. Journal of Development Economics, 91(1), 87–99.
Ulyssea, G. (2018). Firms, informality, and development: Theory and evidence from Brazil. American Economic Review, 108(8), 2015–2047.
Voskoboynikov, I. B. (2020). Structural change, expanding informality and labor productivity growth in Russia. Review of Income and Wealth, 66(2), 394–417.
Williams, C. C., Shahid, M. S., & Martínez, A. (2016). Determinants of the level of informality of informal micro-enterprises: Some evidence from the city of Lahore, Pakistan. World Development, 84, 312–325.
Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data. The MIT Press.
Acknowledgements
I gratefully acknowledge two anonymous reviewers for insightful and helpful comments and suggestions that substantially improved the quality of the paper. Many thanks also to Bédia F. Aka (late), Corinne Autant-Bernard, Eric Avenel, Farid Gasmi, Sophie Larribeau, Stéphane Lemarié, Nadine Massard, Edward Maunder, Pierre Mohnen, and Aké G.M. N’gbo, for valuable comments and suggestions on earlier versions of this study. Remaining errors are mine.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
No conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Kouakou, D.C.M. Competing against ‘invisibles’: the effect of competition from informal firms on formal firms’ R&D. Eurasian Bus Rev 13, 87–117 (2023). https://doi.org/10.1007/s40821-022-00217-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40821-022-00217-0