Valuation Effects of Global Diversification


Book Description

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 Valuation Effects of Geographic Diversification


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This paper assesses the impact of the geographic diversification of bank holding company (BHC) assets across the United States on their market valuations. Using two novel identification strategies based on the dynamic process of interstate bank deregulation, we find that exogenous increases in geographic diversity reduce BHC valuations. These findings are consistent with the view that geographic diversity makes it more difficult for shareholders and creditors to monitor firm executives, allowing corporate insiders to extract larger private benefits from firms.




Why firms diversify


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Both Sides of Corporate Diversification


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This paper examines the effect of geographic and industrial diversification on firm value for a sample of over 20,000 firm-year observations of U.S. corporations from 1987-1993. Our" multivariate tests indicate the average value of a firm with international operations is 2.2% higher than comparable domestic single activity firms, while the average value of a firm with activities in multiple industrial segments is 5.4% lower than a portfolio of comparable focused domestic firms in similar activities. More importantly, we demonstrate that failure to control simultaneously for both dimensions of diversification results in over-estimation of the negative value impact of industrial diversification, but has little impact on estimates of the positive value impact of geographic diversification




Both Sides of Corporate Diversification


Book Description

This paper examines the effect of geographic and industrial diversification on firm value for a sample of over 20,000 firm-year observations of U.S. corporations from 1987-1993. Ourquot; multivariate tests indicate the average value of a firm with international operations is 2.2% higher than comparable domestic single activity firms, while the average value of a firm with activities in multiple industrial segments is 5.4% lower than a portfolio of comparable focused domestic firms in similar activities. More importantly, we demonstrate that failure to control simultaneously for both dimensions of diversification results in over-estimation of the negative value impact of industrial diversification, but has little impact on estimates of the positive value impact of geographic diversification.




Investment and Financial Policies of Industrially and Internationally Diversified Firms---cash Holdings, the Value of Cash Holdings, and Financial Constraints


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The value impact of the two diversification strategies, namely, international and industrial diversification strategies, is one of the vastly-researched areas in the financial economics literature. In this paper, we add to diversification literature by examining the impact of each diversification strategy on the liquidity level firms choose to hold, on the propensity of firms to save cash out of their cash flow, on the tendency of firms to over-invest their free cash flow as well as on the value investors ascribe to the marginal cash within a firm. In the first essay, using fixed effect model as well as dynamic panel data model of Blundell and Bond (1998) type system GMM, we test the hypothesis that the two diversification strategies have no impact on the level of liquidity firm hold. In sample that spans from Q1Y1999 to Q4Y2005 and a sample size of 52,262 firm quarters for the fixed effect model and 20,544 firm quarters for the dynamic panel data model, we do not find any evidence that international diversification affects the liquidity level of firms. Nor do the location specific factors of the subsidiaries of internationally diversified firms, as measured by the Economic Freedom Index, have any effect on the level of cash holdings of firms. On the other hand, we find weak evidence that industrial diversification reduces the level of liquidity of firms. In the second essay, we examine the impact of the two diversification strategies on the propensity of firms to save cash out of their cash flow using a two-step GMM Instrumental Variable Regression model using a sample that extends from Q1Y1999 to Q4Y2005 and a sample size of 79,040 firm quarters. Industrial diversification reduces the propensity of firms to save cash out of their cash flow, while international diversification does not. We also examine the impact of the two diversification strategies on the overinvestment of free cash flow. In a sample of 74,914 firm quarters for the sample period of Q1Y1999 to Q4Y2005, we find evidence that industrial diversification increases the tendency of firms to over-invest their free cash flow. The third essay looks at whether the two diversification strategies have any impact on the value investors assign to the marginal dollar within a firm. Using a sample of 73,105 firm quarters for the sample period Q1Y1999 to Q4Y2005, we find evidence that while international diversification affects the value investors ascribe to the marginal dollar within the firm positively, industrial diversification affects it negatively. We also find that investors value the marginal dollar within single-segment internationally diversified as the highest and the marginal dollar within multi-segment domestic firms as the lowest within the four diversification groups.




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.