SSRN Electronic Journal · 2009 · 15 citations · 31 references
BusinessBusiness EconomicsEconomicsBankingForeign Direct InvestmentInternational TradeCommercial BankingInternational BankingInternational Financial IntegrationInternational Financial MarketsFirm-level ProductivityForeign BankingForeign Direct Investment AnalysisInternational Trade EconomicsNonfinancial AssetsProbit RegressionSelection Model
Modern trade theory links firm productivity to cross‑border activity. The study tests whether a productivity pecking order governs international banking. Using a comprehensive German bank dataset, the authors estimate an ordered Heckman selection model with an ordered probit to assess the probability of overseas presence and the volume of international assets. The results show that a productivity pecking order drives bank internationalization, that most banks hold international assets while only a few large banks invest abroad, that risk factors also influence activity, and that gravity variables significantly affect international banking.
Modern trade theory emphasizes firm-level productivity differentials to explain the cross-border activities of non-financial firms. This study tests whether a productivity pecking order also determines international banking activities. Using a novel dataset that contains all German banks’ international activities, we estimate the ordered probability of a presence abroad (extensive margin) and the volume of international assets (intensive margin). Methodologically, we enrich the conventional Heckman selection model to account for the self-selection of banks into different modes of foreign activities using an ordered probit. Four main findings emerge. First, similar to results for non-financial firms, a productivity pecking order drives bank internationalization. Second, only a few non-financial firms engage in international trade, but many banks hold international assets, and only a few large banks engage in foreign direct investment. Third, in addition to productivity, risk factors matter for international banking. Fourth, gravity-type variables have an important impact on international banking activities.
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Sample Selection Bias as a Specification Error
James J. Heckman · Econometrica · 1979 · 28.9K citations