Abstract
The nonlinear ARDL model is applied to monthly price data to analyse vertical price transmission among farm and retail markets for a variety of dairy products in Finland. The results support the presence of long-run asymmetry for non-fat and low-fat milk as well as for blue and Emmental cheese; of short-run asymmetry for Edam cheese; and of short- and long-run asymmetry for processed and cottage cheese as well as yoghurt. Furthermore, results indicate the presence of a positive degree of long-run price asymmetry for non-fat milk of about 46%; for low-fat milk of 64%; for blue cheese of 5.2%; for Emmental cheese of 12.4%; for processed cheese of 11.6%; for cottage cheese of 9.9%; and for yoghurt of 8.9%. The positive long-run price transmission asymmetry findings of the present paper can be attributed to the strong market power of the Finnish food retailers, while short-run asymmetric price transmission can be caused, in addition to market power, by factors such as adjustment and menu costs, search costs, inventory management strategies and policy intervention via the milk quotas.
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Notes
The examination of the impact of farm fragmentation on climate and environment is outside the scope of the present study.
Arla is the largest cooperative-based dairy company in Denmark and Sweden, and as the study by Jansik et al. (2014) shows, the company has to adjust its procurement prices to those prevailing in Germany, the Netherlands, and the UK since the company has thousands of farm members in those countries. On the other hand, Valio sets procurement prices according to the interest of Finnish farmers since it has members only in Finland.
Note that in June 2014 the Finnish Market Court (FMC) dismissed Valio’s appeal against the FCA decision.
The company launched its new milk brands (i.e. Arla Maitoa Suomesta which means “milk for Finland”, Alra Maitoa Hämeestä “milk from Häme” and Alra Maitoa Uudenmaalta “milk from Uusima”), emphasizing not only the Finnish origin of the milk but also the Finnish county from which the milk was produced.
Reports in the media indicated that retail prices for milk and dairy products decreased by 40%, while farm gate milk prices dropped by 6c/l.
The “direction” of the response is also termed “sign”.
It is worth to state that the NARDL model represents an improvement over the threshold cointegration framework developed by Enders and Siklos (2001) because the NARDL model accounts for short- and long-run asymmetries simultaneously, while the Enders and Siklos (2001) approach relaxes the hypothesis of linear cointegration in favour of nonlinear cointegration and accounts only for the long-run asymmetry.
According to Meyer and von Cramon-Taubadel (2004), asymmetric price transmission caused by the potential presence of adjustment costs will not lead to welfare effects that might provide justification for policy intervention. For this reason, companies accused of asymmetric price transmission due to the possession of market power often claim that adjustment costs are responsible for the presence of asymmetric price transmission.
References
Accosta A, Valdes A (2014) Vertical price transmission of milk prices: are small dairy producers efficiently integrated into markets? Agribusiness 30(1):56–63
Arovuori K, Karikallio H, Pyykkönen P (2010) Vertical price formation in the Finnish food chain. Paper prepared for poster presentation at the 20th annual world forum and symposium of the International Food and Agribusiness Management Association in Boston, MA, USA on June 19–22, 2010
Athanasenas A, Katrakilidis C, Trachanas E (2014) Government spending and revenues in the Greek economy: evidence from nonlinear cointegration. Empirica 41:365–376
Atil A, Lahiani A, Nguyen DC (2014) Asymmetric and nonlinear pass-through of crude oil prices to gasoline and natural gas prices. Energy Policy 65:567–573
Azzam AM (1999) Asymmetry in rigidity in farm-retail price transmission. Am J Agr Econ 81:525–533
Bachmeier LJ, Griffin JM (2003) New evidence on asymmetric gasoline price responses. Rev Econ Stat 85(3):772–776
Bae Y, de Jong RM (2007) Money demand function estimation by nonlinear cointegration. J Appl Econom 22(4):767–793
Bailey D, Brorsen BW (1989) Price asymmetry in spatial fed cattle markets. West J Agric Econ 14(2):246–252
Banerjee A, Dolado J, Mester R (1998) Error-correction mechanism tests for cointegration in a single-equation framework. J Time Ser Anal 19(3):267–283
Benson BL, Faminow MD (1985) An alternative view of pricing in retail food markets. Am J Agr Econ 67:296–305
Borenstein S, Cameron C, Gilbert R (1997) Do gasoline prices respond asymmetrically to crude oil price changes? Q J Econ 112(1):305–339
Capps O, Sherwell P (2007) Alternative approaches in detecting asymmetry in farm-retail price transmission of fluid milk. Agribusiness 23(3):313–331
Delatte AL, Lopez-Villavicencio A (2012) Asymmetric exchange rate pass-through: evidencefrom major countries. J Macroecon 34(3):833–844
Durbin J, Brown R, Evans J (1975) Techniques for testing the constancy of regression relationships over time. J Roy Stat Soc: Ser B (Methodol) 37(2):149–192
Elliott G, Rothenberg TJ, Stock JH (1996) Efficient tests for an autoregressive unit root. Econometrica 64(4):813–836
Enders W, Siklos PL (2001) Cointegration and threshold adjustment. J Bus Econ Stat 19(2):166–176
Escribano A, Sipols AE, Aparicio FM (2006) Nonlinear cointegration and nonlinear error correction: record counting cointegration tests. Commun Stat Simul Comput 35(4):939–956
European Commission (2009) Analysis of price transmission along the food supply chain in the EU. Commission Staff Working Document, SEC 1450. http://ec.europa.eu/economy_finance/publications/publication16067_en.pdf. Accessed 11 Mar 2016
Fedoseeva A, Werner LM (2016) How linear is pricing-to-market? Empirical assessment of hysteresis and asymmetry of PTM. Empirical Economics 50:1065–1090
Fernandez-Amador O, Baumgartner J, Crespo-Cuaresma J (2010) Milking the prices: the role of asymmetries in the price transmission mechanism for milk products in Austria. Working Paper No. 378, Austrian Institute of Economic Research (WIFO)
Fousekis P, Katrakilidis C, Trachanas E (2016) Vertical price transmission in the US beef sector: evidence from the nonlinear ARDL model. Econ Model 52:499–506
Frey G, Manera M (2007) Econometric models of asymmetric price transmission. J Econ Surv 21(2):349–415
Gardner BL (1975) The farm-retail price spread in a competitive food industry. Am J Agr Econ 57:383–406
Gervais JP (2011) Disentangling nonlinearities in the long- and the short-run price relationships: an application to the US hog-pork supply chain. Appl Econ 43(12):1497–1510
Goodwin BK, Harper DC (2000) Price transmission, threshold behaviour and asymmetric adjustment in the U.S. pork sector. J Agric Appl Econ 32:543–553
Goodwin BK, Holt MT (1999) Asymmetric adjustment and price transmission in the U.S. beef sector. Am J Agr Econ 79:630–637
Goodwin BK, Piggott NE (2001) Spatial market integration in the presence of threshold effects. Am J Agr Econ 83(2):302–317
Granger CWJ, Newbold P (1974) Spurious regressions in econometrics. J Econom 2:111–120
Granger CWJ, Yoon G (2002) Hidden cointegration. University of California, San Diego
Greenwood-Nimmo M, Shin Y (2013) Taxation and the asymmetric adjustment of selected retail energy prices in the UK. Econ Lett 121(3):411–416
Greenwood-Nimmo M, Shin, Y, van Treeck T (2013) The decoupling of monetary policy from long-term interest rates in the U.S. and Germany. http://ssrn.com/abstract=1894621. Accessed 11 Mar 2016
Hiironen J, Niukkanen K (2014) On the structural development of arable land in Finland-How costly will it be for the climate? Land Use Policy 36:192–198
Houck PJ (1977) An approach to specifying and estimating nonreversible functions. Am J Agr Econ 59:570–572
Jansik C, Irz X, Kuosmanen N (eds) (2014) Competitiveness of Northern European dairy chains, MTT Agrifood Research, Economic Research, Publication 116
Katrakilidis C, Trachanas E (2012) What drives housing price dynamics in Greece? New evidence from asymmetric ARDL cointegration. Econ Model 29(4):1064–1069
Kinnucan HW, Forker OD (1987) Asymmetry in farm-retail price transmission for major dairy products. Am J Agr Econ 69(2):285–292
Kuosmanen T, Niemi J (2009) What explains the widening gap between the retail and producer prices of food? Agric Food Sci 18:317–331
Lass DA (2005) Asymmetric response of retail milk prices in the northeast revised. Agribusiness 21:493–508
Lee J, Strazicich MC (2004) Minimum LM unit root test with one structural break. Appalachian State University, Boone, Discussion Paper
Lehtonen H (2008) Impact of phasing out milk quotas on structure and production of Finnish dairy sector. Paper prepared for presentation at the 107th EAAE seminar “modelling of agricultural and rural development policies”, Seville, Spain, January 29th–February 1st, 2008
McCorriston S, Morgan CW, Rayner AJ (2001) Price transmission: the interaction between market power and returns to scale. Eur Rev Agric Econ 28:143–159
Meyer J, von Cramon-Taubadel S (2004) Asymmetric price transmission: a survey. J Agric Econ 55(3):581–611
Niemi J, Ahlstedt J (eds) (2015) Finnish Agriculture and Rural Industries 2015. Natural Resources Institute of Finland (Luke), Natural Resources and Bioeconomy Studies 26/2015
Pal D, Mitra SK (2015) Asymmetric impact of crude price on oil product pricing in the United States: an application of multiple threshold nonlinear autoregressive distributed lag model. Econ Model 51:436–443
Pal D, Mitra SK (2016) Asymmetric oil product pricing in India: evidence from a multiple threshold nonlinear ARDL model. Econ Model 59:436–443
Park JY, Phillips PCB (2001) Nonlinear Regressions with Integrated Time Series. Econometrica 69(1):117–161
Peltman S (2000) Prices rise faster than they fall. J Polit Econ 108(3):466–502
Pesaran H, Shin Y (1998) Generalized impulse response analysis in linear multivariate models. Econ Lett 58(1):17–29
Pesaran MH, Shin Y (1999) An autoregressive distributed lag modeling approach to cointegration analysis. In: Strøm S (ed) Econometrics and economic theory in the 20th Century: the Ragnar Frisch centennial symposium. Cambridge University Press, Cambridge
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econ 16(3):289–326
Phillips PCB, Perron P (1988) Testing for a unit root in time series regression. Biometrika 75(2):335–345
Reagan PB, Weitzman ML (1982) Asymmetries in price and quantity adjustments by the competitive firm. J Econ Theory 27:410–420
Rezitis AN, Reziti I (2011) Threshold Cointegration in the Greek Milk Market. J Int Food Agribus Mark 23(3):231–246
Saikkonen P, Choi I (2004) Cointegrating Smooth Transition Regressions. Econom Theory 20(2):301–340
Saitone T, Sexton R (2012) Market structure and competition in the US food industries. Implications for the 2012 Farm Bill. http://www.aei.org/files/2012/04/02/-market-structure-and-competition-in-the-us-food-industries_102234192168.pdf. Accessed 11 Mar 2016
Schorderet Y (2003) Asymmetric cointegration. University of Geneva, Geneva
Serra T, Goodwin BK (2003) Price transmission and asymmetric adjustment in the Spanish dairy sector. Appl Econ 35:1889–1899
Shin Y, Yu B, Greenwood-Nimmo M (2014) Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In: Horrace WC, Sickles RC (eds) Festschrift in honor of Peter Schmidt: econometric methods and applications. Springer, New York, pp 281–314
Shin Y, Yu B, Greenwood-Nimmo M (Forthcoming) Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework (October 21, 2013). In: Horrace WC, Sickles RC (eds). Festschrift in honor of Peter Schmidt. https://doi.org/10.2139/ssrn.1807745
Tekguc H (2013) Oligopoly and price transmission in Turkey’s fluid milk market. Agribusiness 29(3):293–305
Teresa S, Goodwin BK (2003) Price transmission and asymmetric adjustment in the Spanish dairy sector. ApplEconomics 35:1889–1899
Varva P, Goodwin BK (2005) Analysis of price transmission along the food chain, Working Paper No 3, OECD Food, Agriculture and Fisheries
Verheyen F (2013) Exchange rate nonlinearities in EMU exports to the US. Econ Model 32:66–76
von Cramon-Taubadel S (1998) Estimating asymmetric price transmission with the error correction representation: an application to the German pork market. Eur Rev Agric Econ 25:1–18
von Cramon-Taubadel S, Fahlbusch S (1994) Identifying asymmetric price transmission with error correction models. Poster Session EAAE European Seminar in Reading
von Cramon-Taubadel S, Loy JP (1999) The identification of asymmetric price transmission process with integrated time series. Jahrbucher for Nationalokonomic und Statistik 218:85–106
Ward RW (1982) Asymmetry in retail, wholesale, and shipping point pricing for fresh vegetables. Am J Agr Econ 62:205–2012
Wolffram R (1971) Positive measures of aggregate supply elasticities: some new approaches-some critical notes. Am J Agr Econ 53:356–359
Zivot E, Andrews DWK (1992) Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. J Bus Econ Stat 20(1):25–44
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The author likes to express his gratitude to the Editor of this Journal as well as to two anonymous referees for their constructive and valuable comments on an earlier draft of this paper. Needless to say, the usual disclaimer applies.
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Rezitis, A.N. Investigating price transmission in the Finnish dairy sector: an asymmetric NARDL approach. Empir Econ 57, 861–900 (2019). https://doi.org/10.1007/s00181-018-1482-z
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DOI: https://doi.org/10.1007/s00181-018-1482-z