Multinational Enterprises and Between‐Firm Wage Inequality Across European Regions

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ABSTRACT This paper examines the impact of multinational enterprises (MNEs) on wage inequality between firms across European regions. Using firm‐level data from the Orbis Europe dataset over the period 2012–2021, we uncover a pattern of rising between‐firm wage dispersion coinciding with increasing MNE presence. To identify causal effects, we address potential endogeneity through the use of instrumental variables. The results of this analysis indicate that the regional presence of MNEs significantly contributes to increased wage inequality between firms across European regions. The effects are more pronounced for MNE parent firms and top‐performing foreign affiliates, underscoring the role of international superstar firms in driving regional wage disparities. This research advances the understanding of distributional impacts of foreign direct investment and its implications for regional inequalities.

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IntroductionThe relative wage of more-skilled to less-skilled Americans has been rising sharply since the late 1970s. 1 At the same time, within most industries relative labor demands have been shifting toward the more skilled. 2Many economists have argued that these within-industry labor-demand shifts are a primary cause of the rising skill premium, but there is still disagreement about what caused the demand shifts.They are consistent with skill-biased technological change (SBTC), as many researchers have pointed out.However, they are also consistent with explanations related to international trade, and there remains uncertainty about which forces have contributed to skill upgrading.For example, Feenstra and Hanson (1996a,b) find outsourcing to be correlated with skill upgrading, whereas Autor, et al (1998) conclude outsourcing's effect is not robust to other forces such as computerization. 3 Most research has focused on trade and technology as demand shifters.The focus on trade is understandable because of the rapidly growing importance of trade in the U.S. economy.However, foreign direct investment (FDI) by multinational enterprises (MNEs) both into and out of the United States has on many measures grown even more rapidly.For example, from 1977 to 1994 U.S. manufacturing imports as a share of U.S. manufacturing shipments rose from 7.0 percent to 14.2 percent.During the same period, foreign-affiliate manufacturing sales in the United States as a share of U.S. manufacturing shipments rose from 5.6 percent to 17.3 percent.This growth of foreign-owned manufacturing affiliate presence in the United States has paralleled the rise in U.S. wage inequality.Figure 1 shows the U.S. skill premium (measured as the ratio of average annual wages of non-production workers to average annual wages of production workers) and the share of foreign-owned affiliate employment in total U.S.1 Several economists have documented this fall in terms of education, experience, and job classification.Bound and Johnson (1992) find that between 1979 and 1988, the ratio of the average wage of a college graduate to the average wage of a high school graduate rose by 15 percent.Davis (1992) finds that between 1979 and 1987, the ratio of weekly earnings of males in their forties to weekly earnings of males in their twenties rose by 25 percent.For all U.S. manufacturing, we find that between 1979 and 1994 the ratio of average annual wages of non-production workers to average annual wages of production workers rose by 10 percent, from about 1.52 to 1.67. 2 Many studies have found that even though the relative wage of more-skilled workers has been rising, within most industries relative employment of these workers has risen.This evidence strongly suggests within-industry demand shifts.3 The link between SBTC and overall wage inequality depends crucially on whether there is one aggregate output sector or many.In one-sector models SBTC always raises the skill premium, but in multi-sector models what usually matters is the sector bias of technological change, not its factor bias. See Haskel and Slaughter (1998).

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Foreign-Affiliate Activity and U.S. Skill Upgrading
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There has been little analysis of the impact of inward foreign direct investment (FDI) on U.S. wage inequality, even though the presence of foreign-owned affiliates in the United States has arguably grown more rapidly in significance for the U.S. economy than trade flows. Using data across U.S. manufacturing from 1977 to 1994, this paper tests whether inward flows of FDI contributed to within-industry shifts in U.S. relative labor demand toward more-skilled labor. We generally find that inward FDI has not contributed to U.S. within-industry skill upgrading; in fact, the wave of Japanese greenfield investments in the 1980s was significantly correlated with lower, not higher, relative demand for skilled labor. This finding is consistent with recent models of multinational enterprises in which foreign affiliates focus on activities less skilled-labor intensive than the activities of their parent firms. It also suggests that if inward FDI brought new technologies into the United States, the induced technological change was not biased towards skilled labor.

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