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Working Paper
Growth accounting with misallocation: Or, doing less with more in Singapore
We derive aggregate growth-accounting implications for a two-sector economy with heterogeneous capital subsidies and monopoly power. In this economy, measures of total factor productivity (TFP) growth in terms of quantities (the primal) and real factor prices (the dual) can diverge from each other as well as from true technology growth. These distortions potentially give rise to dynamic reallocation effects that imply that change in technology needs to be measured from the bottom up rather than the top down. We show an example, for Singapore, of how incomplete data can be used to obtain ...
Working Paper
Tariff passthrough at the border and at the store: evidence from US trade policy
We use micro data collected at the border and at retailers to characterize the effects brought by recent changes in US trade policy ? particularly the tariffs placed on imports from China ? on importers, consumers, and exporters. We start by documenting that the tariffs were almost fully passed through to the total prices paid by importers, suggesting that the tariffs? incidence has fallen largely on the United States. Since we estimate the response of prices to exchange rates to be far more muted, the recent depreciation of the Chinese renminbi is unlikely to alter this conclusion. Next, ...
Working Paper
Measuring productivity growth in Asia: do market imperfections matter?
Recent research reports contradictory estimates of productivity growth for the newly industrialized economies (NIEs) of Asia. In particular, estimates using real factor prices find relatively rapid TFP growth; estimates using quantities of inputs and output find relatively low TFP growth. The difference is particularly notable for Singapore, where the difference is about 2-1/4 percentage-points per year. We show that about 2/3 of that difference reflects differences in estimated capital payments. We argue that these differences reflect economically interesting imperfections in output and ...
Working Paper
Accounting for Factorless Income
Comparing U.S. GDP to the sum of measured payments to labor and imputed rental payments to capital results in a large and volatile residual or ?factorless income.? We analyze three common strategies of allocating and interpreting factorless income, speci?cally that it arises from economic pro?ts (Case ?), unmeasured capital (Case K), or deviations of the rental rate of capital from standard measures based on bond returns (Case R). We are skeptical of Case ? as it reveals a tight negative relationship between real interest rates and markups, leads to large ?uctuations in inferred ...
Working Paper
Trade adjustment and productivity in large crises
The authors empirically characterize the mechanics of trade adjustment during the Argentine crisis using detailed firm-level customs data covering the universe of import transactions made during 1996-2008. Their main findings are as follows: First, the extensive margin defined as the entry and exit of firms or of products (at the country level) plays a small role during the crisis. Second, the sub-extensive margin defined as the churning of inputs within firms plays a sizeable role in aggregate adjustment. This implies that the true increase in input costs exceeds that imputed from ...
Working Paper
The Global Rise of Corporate Saving
The sectoral composition of global saving changed dramatically during the last three decades. Whereas in the early 1980s most of global investment was funded by household saving, nowadays nearly two-thirds of global investment is funded by corporate saving. This shift in the sectoral composition of saving was not accompanied by changes in the sectoral composition of investment, implying an improvement in the corporate net lending position. We characterize the behavior of corporate saving using both national income accounts and firm-level data and clarify its relationship with the global ...
Working Paper
Measuring the miracle: market imperfections and Asia's growth experience
The newly industrialized economies (NIEs) of Asia are the fastest-growing economies in the world since 1960. A clear understanding of their rapid development remains elusive, with continuing disputes over the roles of technology growth, capital accumulation, and international trade and investment. We reconcile seemingly contradictory explanations by accounting for imperfections in output and capital markets. For instance, in Singapore, growth-accounting studies using quantities (the primal approach) find rising capital-output ratios and a constant labor share; but studies using real factor ...