Assessing the Short-term Effect of Exchange Rate Liberalisation on Food Import Prices: The Regression Discontinuity in Time Employed for Russian Food Markets in 2014

Daria Loginova(Agroscope, Socioeconomics, Tänikon 1, Ettenhausen, 8356, Switzerland)

Article ID: 612

Abstract


This study summarises the main agricultural policies in Russia during 2014 and uses a sharp regression discontinuity design over time and data from the International Trade Centre to estimate the short-term effects of exchange rate liberalisation in November 2014 on import prices in Russian food markets. The sharp regression discontinuity design over time allowed an expost analysis of the short-term causal effects of the intervention on food import prices and distinguishing the effect of exchange rate liberalisation between product groups and from other interventions without using data from control regions, products and suppliers. Significant upward shifts in import prices were found for pig products, fish and cheese.


Keywords


Exchange rate liberalization; Food import price; Sharp regression discontinuity over time; Russia

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References


Wickham, P., 1985. The choice of exchange rate regime in developing countries. A survey of the literature. IMF. Available online: https://www.elibrary.imf. org/view/journals/024/1985/002/article-A003-en.xml (Accessed on 9 February 2022).

Guzman, M., Ocampo, J., Stiglitz, J., 2018. Real exchange rate policies for economic development. World Development. 110, 51-62. DOI: https://doi.org/10.1016/j.worlddev.2018.05.017

Mussa, M., 1986. Nominal exchange rate regimes and the behavior of real exchange rates: evidence and implications. Carnegie-Rochester Conference Series on Public Policy. 25, 117-214. DOI: https://doi.org/10.1016/0167-2231(86)90039-4

Hooper, P., Kohlhagen, S., 1978. The effect of exchange rate uncertainty on the prices and volume of international trade. Journal of International Economics. 8(4), 483-511. DOI: https://doi.org/10.1016/0022-1996(87)90001-8

Baldwin, R., Krugman, P., 1989. Persistent trade effects of large exchange rate shocks. Quarterly Journal of Economics. 104(4), 635-654. DOI: https://doi.org/10.2307/2937860

Bussiere, M., 2013. Exchange rate pass-through to trade prices: the role of nonlinearities and asymmetries. Oxford Bulletin of Economics and Statistics. 75(5), 731-758. DOI: https://doi.org/10.1111/j.1468-0084.2012.00711.x

Dornbusch, R., 1987. Exchange rates and prices. American Economic Review. 93-106. Available online: https://www.jstor.org/stable/1806731.

Rutland, P., 2014.,The impact of sanctions on Russia. Russian Analytical Digest. 157, 17. Available online: http://prutland.faculty.wesleyan.edu/files/2015/07/ PR-Sanctions-RO.pdf (Accessed on 9 February 2022).

Cheptea, A., Gaigné, C., 2020. Russian food embargo and the lost trade. European Review of Agricultural Economics. 47(2), 684-718. DOI: https://doi.org/10.1093/erae/jbz032

Bělín, M., Hanousek, J., 2021. Which sanctions matter? Analysis of the EU/Russian sanctions of 2014. Journal of Comparative Economics. 49(1), 244-257. DOI: https://doi.org/10.1016/j.jce.2020.07.001

Kiselev, S., Strokov, A., Zhorova, M., et al., 2015. Russia’s agro-industrial complex under conditions of sanctions and the need to ensure food security. AIC: Economy, Management. 2, 12-19. Available online: http://www.vniiesh.ru/documents/document_20648_ Kiselev.pdf (Accessed on 9 February 2022).

Shagaida, N., Uzun, V., 2016. Food embargo and choice of priorities. Voprosy Ekonomiki. 7, 93-105. DOI: https://doi.org/10.32609/0042-8736-2016-7-93-105

Tyll, L., Pernica, K., Arltová, M., 2018. The impact of economic sanctions on Russian economy and the RUB/USD exchange rate. Journal of International Studies. 11(1), 21-33. DOI: http://dx.doi.org/10.14254/2071-8330.2018/11-1/2

International Trade Centre (ITC). Trade data. Available online: https://www.trademap.org (Accessed on 9 February 2022).

Thistlewaite, D., Campbell, D., 1960. Regression-discontinuity analysis: an alternative to the ex-post facto experiment. Journal of Educational Psychology. 51(6), 309-317. DOI: https://doi.org/10.1037/h0044319

Imbens, G., Lemieux, T., 2008. Regression discontinuity designs: a guide to practice. Journal of Econometrics. 142(2), 615-635. DOI: https://doi.org/10.1016/j.jeconom.2007.05.001

Calonico, S., Cattaneo, M., Titiunik, R., 2015. ‘rdrobust’: an R package for robust nonparametric inference in regression-discontinuity designs. The R Journal. 7, 38-51. DOI: https://doi.org/10.32614/RJ-2015-004

Serova, E., 2016. Agro-holdings: vertical integration in agri-food supply chains in Russia. Global supply chains, standards and the poor: how the globalization of food systems and standards affects rural development and poverty, Swinnen, J., Ed., Wallingford, UK.

Shagaida, N., Uzun, V., Gataulina, E., et al., 2017. Elaboration of approaches for depicting the priorities of Russian agriculture development. RANEPA Report. SSRN Journal. (Accessed on 9 February 2022). DOI: https://dx.doi.org/10.2139/ssrn.3071505

Presidential Decree N120 of 30.01.2010. Doctrina prodovolstvennoy besopasnosti. Available online: http://www.consultant.ru/document/cons_doc_ LAW_96953 (Accessed on 9 February 2022).

Presidential Decree N20 of 21.01.2020. Doctrina prodovolstvennoy besopasnosti. Available online: https://www.garant.ru/products/ipo/prime/ doc/73338425 (Accessed on 9 February 2022).

Shagaida, N., Uzun, V., 2015. Food security: problems of assessing. Voprosy Ekonomiki. 5, 63-78. DOI: https://doi.org/10.32609/0042-8736-2015-5-63-78

ConsultantPlus, 2014. Customs Calendar for the first quarter of 2014. ConsultantPlus, Available online: http://www.consultant.ru/document/cons_doc_ LAW_156324 (Accessed on 9 February 2022). See also Customs Calendar for the last quarter of 2014. Available online: http://www.consultant.ru/document/cons_doc_LAW_168944 (Accessed on 9 February 2022).

Götz, L., Jaghdani, T., 2017. Russia’s agricultural import substitution policy: price volatility effects on the pork supply chain. 57th Conference of German Association of Agricultural Economists (GEWISOLA 2017), Weihenstephan, Germany, 13-15 September, pp. 1-14. DOI: https://doi.org/10.22004/ag.econ.262003

Sedik, D., Lerman, Z., Shagaida, N., et al., 2018. Agricultural and rural policies in Russia. Handbook of international food and agricultural policies (Vol. 1: Policies for agricultural markets and rural economic activity, Meyers W. H. and Johnson T., Eds., pp. 433- 460, Chapter 20), Josling, T., Ed., World Scientific Publishing.

Wegren, S., 2014. Russia’s food embargo. Russian Analytical Digest. 157, 13-16. Available online: https://www.files.ethz.ch/isn/186842/Russian_Analytical_Digest_157.pdf (Accessed on 9 February 2022).

Wegren, S., 2014. The Russian food embargo and food security: can household production fill the void? Eurasian Geography and Economics. 55, 491-513. DOI: https://doi.org/10.1080/15387216.2014.992449

Wegren, S., 2016. Food policy in Russia. Reference Module in Food Science. 1-5. DOI: https://doi.org/10.1016/B978-0-08-100596- 5.03331-X

Wegren, S., Nilssen, F., Elvestad, C., 2016. The impact of Russian food security policy on the performance of the food system. Eurasian Geography and Economics. 57, 671-699. DOI: https://doi.org/10.1080/15387216.2016.122229

Schierhorn, F., Meyfroidt, P., Kastner, T., et al., 2016. The dynamics of beef trade between Brazil and Russia and their environmental implications. Global Food Security. 11, 84-92. DOI: https://doi.org/10.1016/j.gfs.2016.08.001

Uzun, V., Fomin, A., Loginova, D., 2018. Position of Russia on the world agro-food map. International Agricultural Journal. 1(361), 68-76. DOI: https://doi.org/10.24411/2587-6740-2018-11016

Dillen, K., 2015. The Russian ban on EU agricultural imports: a bilateral extension of AGLINK-COSIMO. In 29th Conference of International Association of Agricultural Economists (IAAE 2015), Milan, Italy, 9-14 August. pp. 1-24. DOI: https://doi.org/10.22004/ag.econ.211574

Boulanger, P., Dudu, H., Ferrari, E., et al., 2016. Russian roulette at the trade table: a specific factors CGE analysis of an agri-food import ban. American Journal of Agricultural Economics. 67, 272-291.DOI: https://doi.org/10.1111/1477-9552.12156

Uzun, V., Loginova, D., 2016. Russian food embargo: minor losses in western countries. Russian Economic Developments. 9, 32-37. DOI: http://dx.doi.org/10.2139/ssrn.2842146

Gohin, A., 2017. On the economic costs of the Russian embargos on food products. Revue d’économie politique. 127, 71-91. https://www.jstor.org/stable/26557992.

Kutlina-Dimitrova, Z., 2017. The economic impact of the Russian import ban: a CGE analysis. International Economics and Economic Policy. 14, 537-552. DOI: https://doi.org/10.1007/s10368-017-0376-4

Fedoseeva, S., Herrmann, R., 2019. The price of sanctions: an empirical analysis of German export losses due to the Russian agricultural ban. Canadian Journal of Agricultural Economics. 67, 417-431. DOI: https://doi.org/10.1111/cjag.12194

Banse, M., Duric, I., Götz, L., et al., 2019. From the Russian food import ban to free trade from Lisbon to Vladivostok - Will farmers benefit? Journal of International Studies. 12, 20-31. DOI: https://doi.org/10.14254/2071-8330.2019/12-4/2

Liefert, W., Liefert, O., Seeley, R., et al., 2019. The effect of Russia’s economic crisis and import ban on its agricultural and food sector. Journal of Eurasian Studies. 10(2), 119-135. DOI: https://doi.org/10.1177/1879366519840185

Kadochnikov, P., Knobel, A., Chentsov, A., 2019. Assessment of import substitution due to the trade embargo in Russia, 2014-2016. Economic Policy. 14, 8-33. DOI: https://doi.org/10.18288/1994-5124-2019-1-8-33

Volchkova, N., Kuznetsova, P., 2019. How much do counter-sanctions cost: well-being analysis. Journal of the New Economic Association. 43, 173-183. DOI: https://doi.org/10.31737/2221-2264-2019-43-3-9

Central Bank of the Russian Federation. Exchange rate regime of the Bank of Russia. Available online: https://www.cbr.ru/eng/dkp/exchange_rate (Accessed on 9 February 2022).

Dreger, C., Kholodilin, K., Ulbricht, D., et al., 2016. Between the hammer and the anvil: the impact of economic sanctions and oil prices on Russia’s ruble. Journal of Comparative Economics. 44, 295-308. DOI: https://doi.org/10.1016/j.jce.2015.12.010

Wang, Y., Wang, K., Chang, C., 2019. The impacts of economic sanctions on exchange rate volatility. Economic Modelling. 82, 58-65. DOI: https://doi.org/10.1016/j.econmod.2019.07.004

Burakov, D., 2016. Oil prices, exchange rate and prices for agricultural commodities: empirical evidence from Russia. Agris On-line Papers in Economics and Informatics. 8(2), 33-47. DOI: https://doi.org/10.7160/aol.2016.080203

Yugay, S., Götz, L., Svanidze, M., 2020. Exchange rate pass-through and wheat prices in Russia. 60th Conference of German Association of Agricultural Economists (GEWISOLA 2020), Halle, Germany, 23-25 September. DOI: https://doi.org/10.22004/ag.econ.305595

Sinyakov, A., Chernyadyev, D., Sapova, A., 2019. Estimating the exchange rate pass-through effect on producer prices of final products based on micro-data of Russian companies. Zhournal Novoi Ekonomicheskoi Associacii. 41(1), 128-157. DOI: https://doi.org/10.31737/2221-2264-2019-41-1-5

Balcombe, K., 2009. The nature and determinants of volatility in agricultural prices. MPRA Paper, 24819. https://mpra.ub.uni-muenchen.de/24819/.

Newbery, D., Stiglitz, J.,1981. The theory of commodity price stabilization. A study in the economics of risk. Clarendon Press, Oxford.

De Livera, A., Hyndman, R., Snyder, R., 2011. Forecasting time series with complex seasonal patterns using exponential smoothing. Journal of the American Statistical Association. 106(496), 1513-1527. DOI: https://doi.org/10.1198/jasa.2011.tm09771

Huber, M., 2019. An introduction to flexible methods for policy evaluation. FSES Working Papers, 504. Available online: http://doc.rero.ch/record/326900/ files/WP_SES_504.pdf (Accessed on 9 February 2022).

Hausman, C., Rapson, D., 2018. Regression discontinuity in time: considerations for empirical applications. NBER Working Paper Series, 23602. (Accessed on 9 February 2022). DOI: https://doi.org/10.3386/w23602

Lee, D., Lemieux, T., 2010. Regression discontinuity designs in economics. Journal of Economic Literature. 48(2), 281-355. https://www.princeton.edu/~davidlee/wp/RDDEconomics.pdf. DOI: https://doi.org/10.1257/jel.48.2.281

Loginova, D., Portmann, M., Huber, M., 2021. Assessing the effects of seasonal tariff-rate quotas on vegetable prices in Switzerland. Journal of Agricultural Economics. 72(2), 607-627. DOI: http://dx.doi.org/10.1111/1477-9552.12424

Loginova, D., Irek, J., 2022. Russian meat price transmission and policy interventions in 2014. Agricultural and Food Economics. 10, 2. DOI: https://doi.org/10.1186/s40100-021-00208-1

Loginova, D., Mann, S., 2022. Institutional contributions to agricultural producer price stability. Agricultural and Food Economics. 10, 12. DOI: https://doi.org/10.1186/s40100-022-00219-6

Anania, G., Nisticò, R., 2014. Price dispersion and seller heterogeneity in retail food markets. Food Policy. 44, 190-201. https://doi.org/10.1016/j.foodpol.2013.12.004

Castellari, E., Moro, D., Platoni, S., et al., 2018. Retailers’ strategies and food price dynamics: evidence from dairy scanner data. Food Policy. 74, 212-224. DOI: https://doi.org/10.1016/j.foodpol.2017.12.005

Kim, H., Ward, R., 2013. Price transmission across the U.S. food distribution system. Food Policy. 41, 226-236. DOI: https://doi.org/10.1016/j.foodpol.2013.05.006

Arize, A., Shwiff, S., 1998. Does exchange-rate volatility affect import flows in G-7 countries? Evidence from cointegration models. Applied Economics. 30(10), 1269-1276. DOI: https://doi.org/10.1080/000368498324887

Diamandis, P., Drakos, A., 2011. Financial liberalization, exchange rates and stock prices: exogenous shocks in four Latin America countries. Journal of Policy Modeling. 33(3), 381-394. DOI: https://doi.org/10.1016/j.jpolmod.2010.11.004

Bahmani-Oskooee, M., Huynh, T., Nasir, M., 2021. On the asymmetric effects of exchange-rate volatility on trade flows: evidence from US-UK commodity trade. Scottish Journal of Political Economy. 68(1), 51-102. DOI: https://doi.org/10.1111/sjpe.12257

Barrett, C., 1999. The effects of real exchange rate depreciation on stochastic producer prices in low-income agriculture. Agricultural Economics. 20(3), 215-230. DOI: https://doi.org/10.1016/S0169-5150(99)00003-1

Lechner, M., 2010. The relation of different concepts of causality used in time series and microeconometrics. Econometric Reviews. 30(1), 109-127. DOI: https://doi.org/10.1080/07474938.2011.520571

Roth, J., 2019. Pre-test with caution: event-study estimates after testing for parallel trends. Working Paper. Available online: https://jonathandroth.github. io/assets/files/roth_pretrends_testing.pdf (Accessed on 9 February 2022).

Barrett, C., Bellemare, M., 2011.Why food price volatility doesn’t matter. Foreign Affairs, 12. https:// www.foreignaffairs.com/articles/2011-07-12/ why-food-price-volatility-doesnt-matter.




DOI: http://dx.doi.org/10.36956/rwae.v3i3.612

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