Abstract
This study provides a comprehensive examination of price discovery for American Depositary Receipts (ADRs) originating in Latin America. Using data on 87 ADR issues from Latin America, the empirical approach allows for an endogenous role of exchange rate fluctuations in the price discovery process. The results indicate that while exchange rates are not primarily determined by stock market prices, there is significant flow of information from the stock market to currency markets particularly in Brazil and Mexico. In addition, the results reveal a mix of price discovery locations across Latin America. The conventional finding that the home market matters most for price discovery holds only for Chile. For ADRs from Brazil, the home and U.S. markets contribute equally to price discovery while the U.S. market dominates in price discovery for ADRs from Argentina and Mexico. Results from a cross-sectional analysis indicate that higher levels of illiquidity at home are consistent with higher contributions to price discovery from the U.S. market.
Similar content being viewed by others
Notes
To the author’s knowledge, only von Furstenberg and Tabora (2004) examine the question of price discovery in Latin America. Their sample consists of 2 cross-listed firms from Mexico.
An exception is Aquino and Poshakwale (2006) who document, using a panel data approach, that ADR returns are more sensitive to changes in U.S. than home market returns and that they are exposed to exchange rate risk.
A complete list of ADR programs is available from the author upon request.
The Amihud(2002) measure is calculated daily and averaged over the sample period. The measure is calculated as the ratio of the return to the dollar trading volume of the ADR each day, scaled by 106. The measure is similar for the corresponding underlying stock (ILLIQ H), but the daily trading volume is converted from the home currency into U.S. dollars at the corresponding exchange rate each day. This adjustment ensures that the measure is calculated on the same basis for all countries.
The price is also adjusted by the conversion ratio.
The impulse response functions are computed 500 steps ahead.
If the conditional information share is x then the transformed variable is ln(x/1-x).
Empirical results are only presented using the Amihud (2002) illiquidity measures. Results are qualitatively similar when using trading infrequency to gauge stock illiquidity. The latter results are available from the author upon request.
Tests are conducted using daily data from 1/1/2003 to 12/31/2010. A deterministic trend is included only when testing the series in levels. Lag length (k) for the ADF tests is chosen by the Campbell-Perron data dependent procedure, whose method is usually superior to k chosen by the information criterion, according to Ng and Perron (1995). The Ng and Perron (2001) M-tests, MZα and MZt, can be viewed as modified versions of the Phillips and Perron (1988) Zα and Zt tests, which suffer from severe size distortions when the errors have a negative moving average (MA) root. The method involves construction of the DF-GLS modified ADF test proposed by Elliott et al. (1996) and computation of the MZα and MZt statistics as defined in Ng and Perron (2001). Lag lengths for the M-tests are selected using the modified Akaike information criteria
See Johansen (1991) for a detailed description of these tests. Cointegration tests allow for a trend in the data series but not in the cointegration equation.
The author thanks an anonymous referee for suggesting this line of thought. Individual firm results are available from the author upon request.
The tests are conducted but not reported for various lag lengths. The text reports the results from including only one lag because only in this case is the null hypothesis rejected. Tests including other lag structures are available from the author upon request.
This firm is excluded from the cross-sectional analysis due to its possible influence on the results. See Section 5.2.
References
Amihud Y (2002) Illiquidity and stock returns: cross section and time series effects. J Financ Mark 5:31–56
Aquino KP, Poshakwale S (2006) Price determinants of American Depositary Receipts (ADR): a cross-sectional analysis of panel data. Appl Financ Econ 16:1225–1237
Bae SC, Kwon TH, Li M (2008) Foreign exchange rate exposure and risk premium in international investments: evidence from American depositary receipts. J Multinatl Financ Manag 18:165–179
Baruch S, Karolyi AG, Lemmon ML (2007) Multimarket trading and liquidity: theory and evidence. J Financ 62:2169–2200
Bekaert G, Harvey CR, Lundblad C (2007) Liquidity and expected returns: lessons from emerging markets. Rev Financ Stud 20:1783–1831
Bin F, Morris GB, Chen D (2003) Effects of exchange-rate and interest-rate risk on ADR pricing behavior. N Am J Econ Financ 14:241–262
Bin F, Blenman LP, Chen D (2004) Valuation impact of currency crises: evidence from the ADR market. Int Rev Finan Anal 13:411–442
Chan JSP, Hong D, Subrahmanyam MG (2008) A tale of two prices: liquidity and asset prices in multiple markets. J Bank Financ 32:947–960
Chen S, Chou L, Yang C (2002) Price transmission effect between GDRs and their underlying stocks—evidence from Taiwan. Rev Quant Finan Acc 19:181–214
Chen KC, Li G, Wu L (2010) Price discovery for segmented US-Listed Chinese stocks: location or market quality? J Bus Financ Account 37:242–269
Choi I (2001) Unit root tests for panel data. J Int Money Financ 20:249–272
Choi YK, Kim D (2000) Determinants of American Depositary Receipts and their underlying stock returns: implications for international diversification. Int Rev Finan Anal 9:351–368
De la Torre A, Schmukler SL (2007) Emerging capital markets and globalization: the Latin American experience. Washington, DC: Stanford University Press and the World Bank
Diamandis PF, Drakos AA (2011) Financial liberalization, exchange rates and stock prices: exogenous shocks in four Latin American countries. J Policy Model 33:381–394
Elliot G, Rothenberg TJ, Stock JH (1996) Efficient tests for an autoregressive unit root. Econometrica 64:813–836
Ely D, Salehizadeh M (2001) American depositary receipts. An analysis of international stock price movements. Int Rev Finan Anal 10:343–363
Enders W (2004) Applied econometric time series. Wiley, New York
Esqueda O, Jackson DO (2012) Currency depreciation effects on ADR returns: evidence from Latin America. J Econ Finance 36:691–711
Eun CS, Jang H (1997) Price interactions in a sequential global market: evidence from cross-listed stocks. Eur Financ Manag 3:209–235
Eun CS, Sabherwal S (2003) Cross-border listings and price discovery: evidence from U.S.-listed Canadian companies. J Financ 58:549–575
Fang H, Loo JCH (2002) Pricing of American depositary receipts under market segmentation. Glob Finan J 12:237–252
Frijns B, Gilbert A, Tourani-Rad A (2010) The dynamics of price discovery for cross-listed shares: evidence from Australia and New Zealand. J Bank Financ 34:498–508
Garbade KD, Silber WL (1979) Dominant and satellite markets: a study of dually-traded securities. Rev Econ Stat 455–460
Grammig J, Melvin M, Schlag C (2005) Internationally cross-listed stock prices during overlapping trading hours: price discovery and exchange rate effects. J Empir Finan 12:139–164
Hacker RS, Hatemi-J A (2008) Optimal lag-length choice in stable and unstable VAR models under situations of homoscedasticity and ARCH. J Appl Stat 35:601–615
Halling M, Pagano M, Randl O, Zechner J (2008) Where is the market? Evidence from cross-listings in the United States. Rev Financ Stud 21:725–761
Harris FH, McInish TH, Shoesmith GL, Wood RA (1995) Cointegration, error correction and price discovery on informationallly linked security markets. J Financ Quant Anal 39:563–579
Hasbrouck J (1995) One security, many markets: determining the contributions to price discovery. J Financ 50:1175–1199
Im K, Pesaran H, Shin Y (2003) Testing for unit roots in heterogeneous panels. J Econ 115:53–74
Jiang AX (1998) Diversification with American Depositary Receipts: the dynamics and pricing factors. J Bus Finan Acc 25:683–699
Johansen S (1991) Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica 59:1551–1580
Kadapakkam P, Misra L, Tse Y (2003) International price discovery for emerging market stocks: evidence from Indian GDRs. Rev Quant Finan Acc 21:179–199
Kim M, Scakmary AC, Mathur I (2000) Price transmission dynamics between ADRs and their underlying foreign securities. J Bank Financ 24:1359–1382
Korczak P, Phylaktis K (2010) Related securities and price discovery: evidence from NYSE-listed Non-U.S. stocks. J Empir Financ 17:566–584
Lesmond DA (2005) Liquidity of emerging markets. J Financ Econ 77:411–452
Liang Y, Mougoue M (1996) The pricing of foreign exchange risk: evidence from ADRs. Int Rev Econ Financ 5:377–385
Ng S, Perron P (1995) Unit root tests in ARMA Models with data-dependent methods for the selection of the truncation lag. J Am Stat Assoc 90:268–281
Ng S, Perron P (2001) Lag length selection and the construction of unit root tests with good size and power. Econometrica 69:1519–1554
O’Hara M (2003) Presidential address: liquidity and price discovery. J Financ 58:1335–1354
Pascual R, Pascual-Fuster B, Climent F (2006) Cross-listing, price discovery and the informativeness of the trading process. J Financ Mark 9:144–161
Persyn D, Westerlund J (2008) Error-correction-based cointegration tests for panel data. Stata J 8:232–241
Phillips PCB, Perron P (1988) Testing for a unit root in time series regression. Biometrika 75:335–346
Silva AC, Chávez GA (2008) Cross-listing and liquidity in emerging market stocks. J Bank Financ 32:420–433
Stock JH, Watson MW (1988) Testing for common trends. J Am Stat Assoc 83:1097–1107
Su Q, Chong TT (2007) Determining the contributions to price discovery for Chinese cross-listed stocks. Pac Basin Financ J 15:140–153
Von Furstenberg GM, Tabora CB (2004) Bolsa or NYSE: price discovery for Mexican shares. Int Financ Mark Inst Money 14:295–311
Westerlund J (2007) Testing for error correction in panel data. Oxf Bull Econ Stat 69:709–748
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Hales, A.D. Liquidity and price discovery in Latin America: evidence from American depositary receipts. J Econ Finan 39, 661–678 (2015). https://doi.org/10.1007/s12197-013-9270-2
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12197-013-9270-2