Abstract
The European Union imports over 22.4% of total Kenyan exports and is market to over 51.3% of Kenya’s untapped export potential. However, there is a dearth of knowledge on how trade agreements, technical regulations, and standards influence competitiveness of firms exporting to the market. This study uses customs firm-product (HS 2 digit)-destination data ranging from 2007 to 2020 to examine the competitiveness implications of trade agreements and the resultant technical regulations and standards on firms that export to the European Union. The stylized facts demonstrate that countries offering the largest preferential margin to exporting firms are the very same countries with the largest number of technical regulations and standards faced by exporters. Controlling for potential simultaneity, results from random and fixed-effects models demonstrate that higher preferential margins emanating from trade agreements are associated with increases in market power and the number of products per exporter. However, higher preferential margins emanating from trade agreements are associated with a decline in the number of exporters per product driven by internal economies of scale, specialization, product differentiation, and technological advantage among firms. Higher technical regulations are associated with improvement in market competitiveness and number of products per exporter. Higher number of standards is associated with a rise in market power, but a decline in the number of products per exporter and the number of exporters per product. The findings have policy implications to developing countries especially those within the African, Caribbean, and Pacific bloc which has an existing trading arrangement with the EU and touch on a need to strengthen domestic technical and administrative capacity to comply with existing technical regulations and standards especially among MSEs, cooperation in quality management and assurance, strengthening of institutional links for information exchange, and credit support targeting exporting MSEs which have comparative disadvantage in technology and economies of scale.
Résumé
L'Union européenne importe plus de 22,4% du total des exportations kényanes et est un marché pour plus de 51,3% du potentiel d'exportation inexploité du Kenya. Cependant, il y a un manque de connaissances sur la façon dont les accords commerciaux, les réglementations techniques, et les normes influencent la compétitivité des entreprises exportatrices. Cette étude utilise des données douanières de destination des entreprise-produit (en anglais: « HS 2-digit») entre 2007 à 2020 afin d’examiner les implications sur la compétitivité des accords commerciaux, et des réglementations techniques et normes qui en résultent, sur les entreprises qui exportent vers l'Union Européenne. On trouve que les pays offrant la plus grande marge préférentielle aux entreprises exportatrices sont les mêmes pays avec le plus grand nombre de réglementations techniques et de normes auxquelles sont confrontés les exportateurs. Contrôlant pour une simultanéité potentielle, les résultats des modèles à effets aléatoires et fixes démontrent que des marges préférentielles plus élevées dus aux accords commerciaux sont associées à une augmentation du pouvoir de marché et du nombre de produits par exportateur. Cependant, des marges préférentielles plus élevées dus aux accords commerciaux sont associées à une diminution du nombre d'exportateurs par produit, entraînés par des économies d'échelle internes, la spécialisation, la différenciation des produits, et l'avantage technologique parmi les entreprises. Des réglementations techniques plus élevées sont associées à une amélioration de la compétitivité du marché et du nombre de produits par exportateur. Un nombre plus élevé de normes est associé à une augmentation du pouvoir de marché, et à une diminution du nombre de produits par exportateur et du nombre d'exportateurs par produit. Les résultats ont des implications politiques pour les pays en développement, en particulier ceux de la bloc africain, caribéen et pacifique (en anglais: « ACP») qui a un arrangement commercial existant avec l'UE. Ces implications touchent à la nécessité de renforcer la capacité technique et administrative domestique pour se conformer aux réglementations techniques et normes existantes, en particulier parmi les PME, la coopération en matière de gestion et d'assurance de la qualité, le renforcement des liens institutionnels pour l'échange d'informations, et le soutien au crédit ciblant les PME exportatrices qui ont un désavantage comparatif en technologie et en économies d'échelle.
Resumen
La Unión Europea importa más del 22.4% del total de las exportaciones kenianas y es el mercado de más del 51.3% del potencial de exportación no explotado de Kenia. Sin embargo, existe una falta de conocimiento sobre cómo los acuerdos comerciales, las regulaciones técnicas y los estándares influyen en la competitividad de las empresas que exportan al mercado. Este estudio utiliza datos de aduaneros del destino de empresas-productos (HS 2 dígitos) que abarcan los años 2007-2020 para examinar las implicaciones de competitividad de los acuerdos comerciales y las consecuentes regulaciones técnicas y estándares en las empresas que exportan a la Unión Europea. El estudio demuestra que los países que ofrecen el mayor margen preferencial a las empresas exportadoras son los mismos países con el mayor número de regulaciones técnicas y estándares a los que se enfrentan los exportadores. Controlando la simultaneidad potencial, los resultados de los modelos de efectos aleatorios y fijos demuestran que los márgenes preferenciales más altos derivados de los acuerdos comerciales se asocian con aumentos en el poder de mercado y el número de productos por exportador. Sin embargo, los márgenes preferenciales más altos derivados de los acuerdos comerciales se asocian con una disminución en el número de exportadores por producto, impulsado por las economías de escala internas, la especialización, la diferenciación de productos y la ventaja tecnológica entre las empresas. Las regulaciones técnicas más altas se asocian con una mejora en la competitividad del mercado y el número de productos por exportador. Un mayor número de estándares se asocia con un aumento en el poder de mercado, pero también con una disminución en el número de productos por exportador y el número de exportadores por producto. Los hallazgos tienen implicaciones políticas para los países en desarrollo, especialmente aquellos dentro del bloque de África, Caribe y Pacífico (en ingles: “ACP”) que tienen un acuerdo comercial existente con la UE, y tocan la necesidad de fortalecer la capacidad técnica y administrativa doméstica para cumplir con las regulaciones técnicas y estándares existentes, especialmente entre las empresas de tamaño medio, la cooperación en la gestión y garantía de calidad, el fortalecimiento de los vínculos institucionales para el intercambio de información y el apoyo crediticio dirigido a las empresas de tamaño medio exportadoras que tienen una desventaja comparativa en tecnología y economías de escala.
Similar content being viewed by others
Notes
The EAC-EU Economic Partnership Agreement meant to operationalize the African, Caribbean, and Pacific (ACP)/Cotonou Agreement with EU within the eastern bloc of the African continent.
The study considers all the 27 members of the European Union that existed by December 2020 including the United Kingdom but excluding Croatia which joined way later in 2013.
See Article 19(2) (b); Article 32(2) (a); Article 42(1); Article 48(1) of the EU-EAC EPA for instance.
By this period, the 27 countries considered excluding Croatia had joined the Union.
This is so because the EU has a trade arrangement with African, Caribbean, and Pacific (ACP) countries. These are largely developing countries.
Especially ACP countries.
Kenya is a developing country.
The rise in market power makes export activity attractive mainly among large firms which enjoy internal economies of scale.
Technological innovations are a key component of internal economies of scale and are dominant among large firms.
Appreciation to Ana Fernandes and Bishakha Barman from World Bank for sharing the current Exporter Dynamics Dataset spanning 2006–2020. The transaction-level customs data was collected by the Trade and Integration Unit of the World Bank Research Department, as part of their efforts to build the Exporter Dynamics Database described in Fernandes et al. (2016). Variables used from the data obtained from World Bank include HHI, number of exporters per product, and the number of products per exporter.
Weighted distance is obtained from CEPII.
Data on per capita GDP and population is obtained from WDI.
Variables obtained from ITC relate to preferential margin, technical regulations, and standards. ITC updates the data from time to time to reflect emerging information. The variables can be obtained from https://standardsmap.org/en/identify and https://www.macmap.org/en/query/compare-product?reporter=276&partner=404&product=All&level=2
Internal economies of scale give large firms a cost advantage over small firms and lead to an imperfectly competitive market structure.
Article 6 on customs duty.
The United Kingdom emerges as the only country with almost no technical regulations on Kenyan exports.
The differences in the effectively applied tariff rates among individual EU countries are small, indicating a move towards convergence in the common external tariff for EU. The small differences are, however, adequate to drive variations in export attractiveness of individual EU countries for Kenyan exporters.
These sectoral variations make certain products exported by Kenyan firms competitive in certain EU countries and drive specialization.
In this study, technical regulations and standards are components of non-tariff measures which have been disaggregated for purposes of examining their individual effects on export competitiveness of Kenyan firms exporting to the European Union.
The 2-digit HS codes for these products are 17, 04, 16, 02, 34, 20, 11, 01, 07, 10, 61, 64, 63, 08, and 03, respectively.
The 2-digit HS codes for these products are 14, 26, 30, 36, 47, 48, 49, 80, 93, and 97, respectively.
The 2-digit HS codes for these products are 12, 35, 25, 07, 15, 28, 09, 08, 21, 03, 17, 38, and 10 respectively.
Tariff rate that would exist in absence of a free trade agreement (FTA).
Tariff rate that would exist in presence of a free trade agreement (FTA).
Fernandes et al. (2016) provide the comprehensive methodology on the construction of the HHI.
When a market is highly concentrated, market power is high and anti-competitive concerns arise.
References
Acharya, S. 2010. Import liberalisation and revenue replacement: Impacts in a small Asian developing economy. European Journal of Development Research 22 (3): 417–442.
Aisbett, E., and M. Silberberge. 2020. Tariff liberalization and product standards: Regulatory chill and race to the bottom? Regulatory & Governance 15: 987–1006.
Akio, M., M. Ugo, and S. Ferenc. 2012. Some notes on applying the Herfindahl-Hirschman Index. Applied Economics Letters 19 (2): 181–184.
Anders, S., and J. Caswell. 2009. Standards as barriers versus standards as catalysts: Assessing the impact of HACCP implementation on U.S seafood imports. American Journal of Agricultural Economics 91 (2): 310–321.
Arnold, D. 2006. Free trade agreements and Southeast Asia. Journal of Contemporary Asia 36 (2): 195–216.
Baier, S., and J. Bergstrand. 2007. Do free trade agreements actually increase members’ international trade? Journal of International Economics 71 (1): 72–95.
Bassino, J., and E. Pierre. 2019. Asia’s little divergence in the twentieth century: Evidence from PPP-based direct estimates of GDP per capita 1913–1969. The Economic History Review 73 (1): 1–24.
Borgatti, L. 2008. Pacific islands’ bilateral trade: The role of remoteness and of transport costs. Journal of International Development 20 (4): 486–501.
Bown, C., A. Erbahar, and M. Zanardi. 2021. Global value chains and the removal of trade protection. European Economic Review 140: 1–15.
Cali, M., D. Ghose, A. Montfaucon, and M. Rura. 2022. Trade policy and exporters’ resilience: Evidence from Indonesia. Policy Research Working Paper; 10068. Washington, DC: World Bank.
Can, M., and G. Gozgor. 2017. Effect of export product diversification on quality upgrading: An empirical study. The Journal of International Trade & Economic Development 27: 1–22.
Capling, A. 2008. Preferential trade agreements as instruments of foreign policy: An Australian-Japan free trade agreement and its implications for the Asia-Pacific region. The Pacific Review 21 (1): 27–43.
Carbone, M. 2018. Caught between the ACP and the AU: Africa’s relations with the European Union in a post-Cotonou Agreement context. South African Journal of International Affairs 25 (4): 481–496.
Couillard, C., and E. Turkina. 2015. Trade liberalisation: The effects of free trade agreements on the competitiveness of the dairy sector. The World Economy 38 (6): 1015–1033.
Daly, M., and H. Kuwahara. 1998. The impact of the Uruguay round on tariff and non-tariff barriers to trade in the “Quad.” The World Economy 21 (2): 207–234.
Davies, R., B. Liebman, and K. Tomlin. 2019. Trade liberalization in services: Investor responses to NAFTA’s cross-border trucking provisions. The Journal of International Trade & Economic Development 28: 1–25.
Disdier, A., L. Fontagne, and M. Mimouni. 2008. The impact of regulations on agricultural trade: Evidence from the SPS and TBT agreements. American Journal of Agricultural Economics 90 (2): 336–350.
Eckhardt, J., and H. Wang. 2019. China’s new generation trade agreements: importing rules to lock in domestic reform? Regulation & Governance 15: 1–17.
Egger, P., and M. Larch. 2011. An assessment of the Europe agreements’ effects on bilateral trade GDP, and welfare. European Economic Review 55: 263–279.
Fernandes, A., C. Freund, and M. Pierola. 2016. Exporter behavior, country size and stage of development: Evidence from the exporter dynamics database. Journal of Development Economics 119: 121–137.
Friedt, F., and W. Wilson. 2020. Trade, transport costs and trade imbalances: An empirical examination of international markets and backhauls. Canadian Journal of Economics 53 (2): 592–636.
Fugazza, M., and A. McLaren. 2014. Market access, export performance and survival: Evidence from Peruvian firms. Review of International Economics 22 (3): 599–624.
Gil, S., R. Llorca, and M. Serrano. 2008. Measuring the impact of regional export promotion: The Spanish case. Papers in Regional Science 87 (1): 139–146.
Gnangnon, S. 2019. Multilateral trade liberalisation helps promote export product diversification: Trade tensions damage the prospects of the poorest economies. Economic Affairs 39 (3): 363–380.
Gujarati, D. 2003. Basic econometrics, 4th ed., 753–756. New York: McGraw Hill.
Happich, M., and K. Geppert. 2010. A note on regional convergence within the EU. Applied Economics Letters 10 (8): 523–525.
Hasan, I., Y. Shen, and X. Yuan. 2021. Local product market competition and bank loans. Journal of Corporate Finance 70: 1–24.
Heckman, J., and R. Robb. 1985. Alternative methods for evaluating the impacts of interventions: An overview. Journal of Econometrics 30: 239–267.
Henson, S., and S. Jaffee. 2007. Understanding developing country strategic responses to the enhancement of food safety standards. The World Economy 31 (4): 548–568.
Hernandez, M., and M. Toreo. 2013. Market concentration and pricing behaviour in the fertilizer industry: A global approach. Agricultural Economics 44 (6): 723–734.
Holly, A. 2006. Hausman specification test. In Encyclopedia of statistical sciences, 1–2.
Inmaculada, M., and D. Felicitas. 2007. Is distance a good proxy for transport costs? The case of competing transport models. The Journal of International Trade & Economic Development 16 (3): 411–434.
Jorge, D., and J. Barbero. 2022. Estimating road transport costs between and within European Union and regions. Transport Policy 124: 33–42.
Kahouli, B. 2016. Regional integration agreements, trade flows and economic crisis: A static and dynamic gravity model. International Economic Journal 30 (4): 450–475.
Kang, D., and Y. Park. 2018. Analysing diffusion pattern of mobile application services in Korea using the competitive Bass and Herfindahl index. Applied Economic Letters 26 (3): 222–230.
Kareem, F., I. Martinez-Zarzoso, and B. Brummer. 2022. What drives Africa’s inability to comply with EU standards? Insights from Africa’s institutions and trade facilitation measures. The European Journal of Development Research 35: 938–973.
Kareem, O. 2019. Necessarily or sufficiently trade-impeding for Africa? The agri-food safety regulations. Journal of International Food & Agribusiness Marketing 31 (3): 308–328.
Kareem, O., B. Bernhard, and M. Inmaculada. 2016. European Union market access conditions and Africa’s extensive margin of food trade. The World Economy 40 (10): 2277–2300.
Kerr, W. 2019. Moving past transgenics—The potential for genomics to open markets in the EU for African agricultural products. Agrekon 58 (4): 472–484.
Krugman, P., M. Obstfeld, and M. Melitz. 2017. International trade: Theory and policy, 11th ed. New York: Pearson.
Li, L., and G. Qian. 2005. Dimensions of international diversification. Journal of Global Marketing 18 (3): 7–35.
Lianos, T., N. Tsounis, and A. Pseiridis. 2022. Population and economic growth in developed countries. International Review of Applied Economics 36: 608–621.
Liu, C., D. Lin, L. Jiawei, and L. Yanran. 2019a. Quantifying the effects of non-tariff measures on African agri-food exporters. Agrekon 58 (4): 451–471.
Liu, C., D. Lin, J. Liu, and Y. Li. 2019b. Quantifying the effects of non-tariff measures on African agri-food exporters. Agrekon 58 (4): 451–471.
Maria, H. 2010. How pervasive are national regulations in the intra-EU trade? The International Trade Journal 24 (1): 35–51.
Martincus, C., and S. Gomez. 2010. Trade policy and export diversification: What should Colombia expect from the FTA with the United States? The International Trade Journal 24 (2): 100–148.
Martinez-Zarzoso, I.M., E. Perez-Garcia, and C. Suarez-Burguet. 2011. Do transport costs have a differential effect on trade at the sectoral level? Applied Economics 40 (24): 3145–3157.
Martinez-Zarzoso, I., and C. Suarez-Burguet. 2007. Transport costs and trade: Empirical evidence for Latin American imports from European Union. The Journal of International Trade & Economic Development 14 (3): 353–371.
Matovu, J. 2012. Trade reforms and horizontal inequalities: The case of Uganda. European Journal of Development Research 24 (5): 753–776.
Mayda, A., and C. Steinberg. 2009. Do South-South trade agreements increase trade? Commodity-Level Evidence from COMESA. Canadian Journal of Economics 42 (4): 1361–1389.
McKay, A., O. Morrissey, and C. Vaillant. 1997. Trade liberalisation and agricultural supply response: Issues and some lessons. European Journal of Development Research 9 (2): 129–147.
McNab, R., and R. Moore. 1998. Trade policy, export expansion, human capital and growth. The Journal of International Trade & Economic Development 7 (2): 237–256.
Medin, H. 2018. Trade barriers or trade facilitators? The heterogenous impact of food standards in international trade. The World Economy 42 (4): 1057–1076.
Muchopa, C., Y. Bahta, and A. Ogundeji. 2019. Tariff rate quota impacts on export market access of South African fruit products into the EU market. Agrekon 58 (4): 426–450.
Mujahid, I., and M. Kalkuhl. 2016. Do trade agreements increase food trade? The World Economy 39 (11): 1812–1833.
Mukherjee, S., and R. Chanda. 2019. Trade liberalization and Indian manufacturing MSMEs: Role of firm characteristics and channel of liberalization. European Journal of Development Research 31 (4): 984–1062.
Mundle, S. 2007. The agrarian barrier to industrial growth. The Journal of Development Studies 22 (1): 49–80.
Mwabu, G. 2008. The production of child health in Kenya: A structural model of birth weight. Journal of African Economies 18 (2): 212–260.
Mwatu, S.M. 2022. Institutions and export performance: Firm level evidence from Kenya. International Review of Economics 69 (4): 487–506.
Naldi, M., and M. Flamini. 2018. Dynamics of the Hirschman-Herfindahl Index under new market entries. Economic Papers 37: 1–19.
Nguyen, X. 2014. Effects of Japan’s economic partnership agreements on the extensive margin of international trade. The International Trade Journal 28 (2): 169–191.
Nimenya, N., P. Ndimira, and B. Frahan. 2012. Tariff equivalents of non-tariff measures: The case of European horticultural and fish imports from African countries. Agricultural Economics 43 (6): 635–653.
Owen, D., and C. Owen. 2020. Simulation evidence on Herfindahl-Hirschman measures of competitive balance in professional sports leagues. Journal of the Operational Research Society 73: 1–16.
Persson, M. 2013. Trade facilitation and the extensive margin. The Journal of International Trade & Economic Development 22 (5): 658–693.
Republic of Kenya. 2018. Integrated National Export Development and Promotion Strategy. Nairobi.
Rose, A. 2007. The Foreign service and foreign trade: Embassies as export promotion. The World Economy 30 (1): 22–38.
Santeramo, F., and E. Lamonaca. 2019. The effects of non-tariff measures on agri-food trade: A review and meta-analysis of empirical evidence. Journal of Agricultural Economics 70 (3): 595–617.
Santeramo, F., and E. Lamonaca. 2022. Standards and regulatory cooperation in regional trade agreements: What the effects on trade? Applied Economic Perspectives and Policy 44 (4): 1682–1701.
Schuenemann, F., and W. Kerr. 2019. European union non-tariff barriers to imports of African biofuels. Agrekon 58 (4): 407–425.
Shikher, S., and O. Yaylaci. 2014. What would Korea-US free trade agreement bring? International Economic Journal 28 (1): 161–182.
Sideri, S. 1997. Globalisation and regional integration. European Journal of Development Research 9 (1): 38–82.
Sorensen, A. 2014. Additive versus multiplicative trade costs and the gains from trade liberations. Canadian Journal of Economics 47 (3): 1032–1046.
Stender, F. 2019. Sign here, please! On developing countries’ market access conditions in regional trade agreements. Review of Development Economics 23 (3): 1347–1367.
Sun, L., and M. Reed. 2010. Impacts of Free Trade Agreements on Agricultural Trade Creation and Trade Diversion. American Journal of Agricultural Economics 92 (5): 1351–1363.
Swinnen, J. 2017. Some dynamic aspects of food standards. American Journal of Agricultural Economics 99 (2): 321–338.
Thorarinn, P. 1998. Price determination and rational expectations. International Journal of Finance and Economics 3 (2): 157–167.
Tirole, J. 1988. The theory of industrial organization, 7th ed., 17–400. Cambridge, MA: MIT Press.
Tripe, D., U. Salah, and M. Kabir. 2021. Bank size, competition, and efficiency: A post-GFC assessment of Australia and New Zealand. New Zealand Economic Papers 56 (2): 195–217.
Tudela-Marco, L., J. Garcia-Alvarez-Coque, and L. Marti-Selva. 2016. Do EU Member states apply food standards uniformly? A look at fruit and vegetable safety notifications. Journal of Common Market Studies 55 (2): 387–405.
Udbye, A. 2017. The United States Free Trade Agreements: How successful have they been? The International Trade Journal 31 (5): 457–478.
Volpe, M., and J. Carballo. 2012. Export promotion activities in developing countries: What kind of trade do they promote? The Journal of International Trade & Economic Development 21 (4): 539–578.
Volpe, M., J. Carballo, and G. Andres. 2011. The impact of export promotion institutions on trade: Is it the intensive or the extensive margin? Applied Economics Letters 18 (2): 127–132.
Winegarden, C. 1978. A simultaneous-equations model of population growth and income distribution. Applied Economics 10 (4): 319–330.
Wohlgenant, M. 1985. Competitive storage, rational expectations, and short-run food price determination. American Journal of Agricultural Economics 67 (4): 739–748.
Wooldridge, J. 2010. Econometric analysis of cross-section and panel data, 2nd ed. Cambridge: The MIT Press.
Wooldridge, J. 2015. Control function methods in applied econometrics. Journal of Human Resources 50 (2): 421–445.
Xiaohua, B., and L. Qiu. 2010. Do technical barriers to trade promote or restrict trade? Evidence from China. Asia-Pacific Journal of Accounting & Economics 17 (3): 253–278.
Yang, Y., and G. Jesus. 2022. The effect of trade on market power-evidence from developing economies. The Journal of International Trade & Economic Development 31: 2–10.
Zegeye, A. 2006. Estimating savings and growth functions in developing economies: A simultaneous equations approach. International Economic Journal 8 (3): 89–105.
Zhou, D., J. Yang, and M. Lai. 2019. Input trade liberalization and the export duration of products: Evidence from China. China & World Economy 27 (6): 1–25.
Zhou, H. 2009. Population growth and industrialization. Economic Inquiry 47 (2): 249–265.
Funding
This work did not benefit from any funding.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
There are no financial and non-financial interests affecting this work.
Ethical Approval
The work has conformed and complied to research ethics and it is approved for consideration.
Informed Consent
The work is submitted to the journal for consideration with informed consent.
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
Mwatu, S.M., Mbaka, C.K., Karanja, J.G. et al. Trade Agreements, Technical Regulations, and Standards: Competitiveness Implications for Kenyan Exporters to European Union. Eur J Dev Res 36, 381–410 (2024). https://doi.org/10.1057/s41287-023-00606-9
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1057/s41287-023-00606-9