We study how changes in the structure of a brokers' transaction network affect the probability with which the returns and volume of the traded financial assets change significantly. We analyze how the dynamics of the brokers' transaction network are associated with the returns and volume observed in the Chilean stock market. To do this, we construct and validate an index that synthesizes the daily changes of the brokers' transaction network structure of equity market transactions. We find that the changes of this structure are significantly correlated with variables that describe the local and international economic-financial environments. In addition, changes in the brokers' transaction network structure are associated with a greater probability of positive shocks of more than two standard deviations in the stock exchange index return and total traded stock volume. These results suggest that the structure of the brokers' trading relations plays a role in determining the returns and volume of transactions in the Chilean stock market.
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JEL classifications: J24, M53
Using a unique data set with all the daily transactions from the Santiago Stock Exchange, we develop a novel methodology that combines a network decomposition with a spatial econometrics technique to study how brokers’ characteristics and trading decisions may affect the stock market return. We present suggestive evidence of a mechanism by which structural changes of the transaction network between brokers affect the aggregate returns of the stock market. We find that brokers tend to trade with counterparties with dissimilar intraday selling volume when market return significantly increases. Moreover, brokers with a research department tend to sell to brokers without a research department when the market experiences a considerable increase of its return. From the financial perspective, these results highlight new ways in which intermediaries may affect market equilibrium and the efficiency of the market.
La inmigración es un fenómeno en aumento en Chile en los últimos años. En particular, más de la mitad de los inmigrantes que llega al país lo hace con sus hijos, quienes ingresan al sistema educativo. En este estudio buscamos entender qué tipo de establecimientos eligen las familias chilenas e inmigrantes y en caso de encontrar diferencias estudiar en qué radican. Utilizamos bases de datos del Ministerio de Educación para estimar un modelo probit de school choice ampliamente utilizado en la literatura de elección escolar. Estimamos el modelo por separado para inmigrantes y chilenos para comparar las posibles diferencias en las variables que afectan la decisión de establecimiento. Encontramos que, si bien inmigrantes y chilenos son similares y sus decisiones también lo son, valoran ciertas características de diversa manera y que la mayor diferencia en elección se debe a su composición sociodemográfica.
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