Effect of Multinational Diversification on Firm Value


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Abstract: This dissertation presents two essays that examine whether international diversification creates value. Each essay analyzes the issue from a distinct perspective using different methodologies. The dissertation extends the current literature by addressing several methodological limitations. The analysis addresses the confounding of international and industrial diversification by separately examining industrial, international, and multinational conglomerate diversification. It also addresses the inappropriate benchmarking by excluding internationally or industrially diversified firms from the benchmarks. The analysis accounts for the endogenous nature of the diversification decision. Finally, the sample is extended beyond the US.







Why firms diversify


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Strategic Business Fits and Corporate Acquisition: Empirical Evidence


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Valuation Effects of Global Diversification


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This paper examines the effect of global diversification on firm value using a dataset of U.S. firms from 1994-2002. We document that global diversification enhances firm value. Specifically, we find Tobin's q, our proxy for firm value increases with foreign sales (measured as a fraction of the firm's total sales) even after we control for well-known determinants of firm value. In contrast, we find no such evidence for industrial diversification. We find evidence of both financial and real effects driving such a value enhancement from global diversification. Furthermore, we find that the valuation benefits from global diversification are higher if the firm diversifies into countries with creditor rights that are stronger than that of the United States. Our results are also robust to controlling for the firm's endogenous choice to diversify across countries or across industries. Our study is anchored by the theories of both the financial and real dimensions of global diversification, and our results support both theories. Overall, our results provide a unifying view that global diversification benefits are driven by both the real and financial dimensions.










The Impact of Geographic Diversification on Firm Performance


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This paper empirically examines the economic effects of both corporate industrial and geographic diversifications. Using a sample of 28,050 firm year observations from 1990 to 1998, we find that industrial and geographic diversifications are associated with firm value decrease. Consistent with Denis et al. (2002), the costs of corporate diversification may outweigh the benefits of diversification. We find that geographically diversified firms have higher Ramp;D expenditures, advertising expenses, operating income, ROE and ROA than industrially diversified firms. In addition, higher Ramp;D expenditures create value for multi-segment global firms, but not for single segment global firms. This result implies that there exists an interaction effect between industrial and geographic diversification. We also examine the effects of agency cost issues, as characterized by the diversification discount, on both industrial and geographic diversification. Consistent with the agency explanation, firms with high equity-based compensation are associated with higher firm value than firms with low equity-based compensation. Also, we find that firms with a higher insider ownership percentage are associated with higher excess value.




Diversification, Information Asymmetry, Cost of Capital, and Production Efficiency


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This study examines how diversification changes firms' key characteristics, which consequently alter firms' value. The reason why I focus on this topic is because of the mixed findings in literature about the valuation effect of diversification. This study offers deeper insights to the influence of diversification on important valuation factors that are already identified in finance literature. Specifically, it examines if diversification affects firms' information asymmetry problem, firms' cost of capital and cash flow, and firms' production efficiency. The study looks at both the financial industry and non-financial industry and the chapters are arranged in the following order. Firstly, empirical studies show that investors do not value BHCs' pursuit of non-interest income generating activities and yet these activities have demonstrated a dramatic pace of growth in the recent decades. An interesting question is what factors drive the discontent of the investors with the diversification endeavors of the BHCs in non-interest income activities. The first chapter examines the subject from the view point of information opaqueness, which is unique in the banking industry in terms of its intensity. We propose that increased diversification into non-interest income activities deepens information asymmetry, making BHCs more opaque and curtailing their value, as a result. Two important results are obtained in support of this proposition. First, analysts' forecasts are less accurate and more dispersed for the BHCs with greater diversity of non-interest income activities, indicating that information asymmetry problem is more severe for these BHCs. Second, stock market reactions to earning announcements by these BHCs signaling new information to the market are larger, indicating that more information is revealed to the market by each announcement. These findings indicate that increased diversity of non-interest income activities is associated with more severe information asymmetry between insiders and outsiders and, hence, a lower valuation by shareholder. Secondly, since Lang and Stulz (1994) and Berger and Ofek (1995), corporate literature has taken the position that industrial diversification is associated with a firm value discount. However, the validity and the sources of the diversification discount are still highly debated. In particular, extant studies limit themselves to cash flow effects, totally overlooking the cost of capital as a factor determining firm value. Inspired by Lamont and Polk (2001), the second chapter examines how industrial and international diversification change the conglomerates' cost of capital (equity and debt), and thereby the firm value. Our empirical results, based on a sample of Russell 3000 firms over the 1998-2004 period, show that industrial (international) diversification is associated with a lower (higher) firm cost of capital. These findings also hold for firms fully financed with equity. In addition, international diversification is found to be associated with a lower operating cash flow while industrial diversification doesn't alter it. These results indicate that industrial (international) diversification is associated with firm value enhancement (destruction). Given the fact that the majority of the firms involved in industrial diversification also diversify internationally, failing to separate these two dimensions of diversification may result in mistakenly attributing the diversification discount to industrial diversification. Thirdly, financial conglomerates have been increasingly diversifying their business into banking, securities, and insurance activities, especially after the Gramm-Leach-Bliley Act (GLBA, 1999). The third chapter examines whether bank holding company (BHC) diversification is associated with improvement in production efficiency. By applying the data envelopment analysis (DEA), the Malmquist Index of productivity, and total factor productivity change as a decomposed factor of the index, are calculated for a sample of BHCs over the period 1997-2007. The following results are obtained. First, technical efficiency is negatively associated with activity diversification and the effect is primarily driven by BHCs that did not diversify through Section 20 subsidiaries before GLBA. Second, the degree of change in diversification over time does not affect the total factor productivity change but is negatively associated with technical efficiency change over time. This latter effect is also primarily shown on BHCs that did not have Section 20 subsidiaries before GLBA. Therefore, it can be concluded that diversification is on average associated with lower production efficiency of BHCs, especially those BHCs without first-mover advantage obtained through Section 20 subsidiaries. These chapters explores the possible channels through which diversification could alter firms' valuation. They contribute to the literature by offering further knowledge about the effect of diversification.