Price and Investment Dynamics: Theory and Plant-Level Data

We construct a model of a firm competing for market share in a customer market and making investments in physical capital. The firm is financially constrained and there are implementation lags in investment. Our model predicts that product prices should depend on costs and competitors' prices but respond weakly to demand shocks. Also, prices should be strongly related to investment. We estimate price and investment equations on panel data for Swedish manufacturing plants and find results that are qualitatively in line with these predictions, though the relation between investment and prices is stronger than predicted by our model.     

Do investors forecast fat firms? Evidence from the gold‐mining industry

Conventional economic theory assumes that firms minimize costs given output, but news articles and managers indicate that firms cut costs when they are in economic distress and grow fat when they are relatively wealthy. Under conventional theory, firm value is convex in the price of a competitively supplied input or output, but we find that the stock values of many gold‐mining companies are concave in the price of gold. We show that this is consistent with fat accumulation when a firm grows wealthy. We then address alternative explanations and discuss where fat in these companies might reside.     

Investment and Abandonment Decisions with Uncertain Price and Cost

We analyze firms' investment and abandonment decisions when both output price and investment cost change stochastically. The model allows for and makes endogenous the abandonment decision, thereby incorporating irreversibility. We show that the investment trigger may be much higher than the standard net present value rule suggests even when a substantial portion of the investment cost may be recovered. Further, we argue that the correlation between output price and investment costs significantly affects the effect of irreversibility on investment behavior. Empirical implications are discussed with extensive numerical illustrations, along with an application to the banking industry.     

The interrelationship between price and output decisions and investment decisions: Microfoundations and aggregate implications

This paper develops a model of firm behavior in which both price and output decisions and investment decisions are made. The model permits an analysis of the dynamics of inventory and capital accumulation on price and output behavior. There are two main results: (1) Short-run price and output levels will differ from long-run levels as desired stocks of inventory and capital diverge from actual levels. (2) The size of the elasticities of price and output to changes in demand and cost variables depends on the speed with which gaps between desired and actual stocks are closed through investment.     

On the Interaction of Real and Financial Decisions of the Firm Under Uncertainty

This study analyzes the interaction between the optimal level of investment and debt financing. For this purpose, a model is structured in which a firm, facing an uncertain price, has to decide on its optimal level of investment and debt. The amount of investment sets a limit on output whose optimal level is determined after price is realized. The debt involved is risky (there exists a possibility of bankruptcy). The analysis proves that investment and its optimal financing have to be simultaneously determined and that a negative relationship exists between operating and financial leverage. We also demonstrate that as the tax rate increases, optimal capacity decreases and optimal leverage increases. An analysis of the impact of changes in the expected price shows that under some conditions, an increase in expected price would lead to an increase in optimal investment (firm size) and a decrease in optimal debt.     

Does Hedging Affect Firm Value? Evidence from the US Airline Industry

Does hedging add value to the firm, and if so, is the source of the added value consistent with hedging theory? We investigate jet fuel hedging behavior of firms in the US airline industry during 1992–2003 to examine whether such hedging is a source of value for these companies. We illustrate that the investment and financing climate in the airline industry conforms well to the theoretical framework of Froot, Scharfstein, and Stein (1993). In general, airline industry investment opportunities correlate positively with jet fuel costs, while higher fuel costs are consistent with lower cash flow. Given that jet fuel costs are hedgeable, airlines with a desire for expansion may find value in hedging future purchases of jet fuel. Our results show that jet fuel hedging is positively related to airline firm value. The coefficients on the hedging variables in our regression analysis suggest that the “hedging premium” is greater than the 5% documented in Allayannis and Weston (2001), and might be as large as 10%. We find that the positive relation between hedging and value increases in capital investment, and that most of the hedging premium is attributable to the interaction of hedging with investment. This result is consistent with the assertion that the principal benefit of jet fuel hedging by airlines comes from reduction of underinvestment costs.     

Does the stock market affect firm investment in China? A price informativeness perspective

This paper investigates the empirical relationship between firm-level investment and the stock market in China from a price informativeness perspective. We find that firm investment does not significantly respond to the stock market valuation, because stock prices contain very little extra information about the future operating performance of firms. This finding is further supported by the relative investment response test and the relative price information content test based on the informativeness proxy of price non-synchronicity combined with firm information transparency.     

Accounting for investments and the relevance of losses to firm value

Recent research has documented investment in research and development as a key driver of the market value of currently unprofitable firms (hereafter loss firms) in a knowledge-based economy. We broaden this argument to consider the influence of accounting for investments in general on the relation between current profitability and firm value for loss firms. Specifically, in the context of a resource-based economy, we find that exploration costs, cash flow measures of investment, and research and development costs help to explain the value of loss firms and reduce the negative relation between current profitability and firm value.     

The effect of ownership and control on market valuation: Evidence from initial public offerings in The Netherlands

This study examines whether ownership and control variables influence market valuation at the time of the initial public offering (IPO). Using a sample of 118 IPOs on Euronext Amsterdam during the period 1984-2001, we find support for this conjecture. Management stock ownership, the proportion of independent supervisory directors, and board monitoring by large nonmanagement hareholders are positively related to IPO firm value. These factors are successful in reducing agency costs. We also find that supermajority management stock ownership and takeover defenses lower IPO firm value. Therefore, these mechanisms increase agency costs, resulting in a lower price that investors are willing to pay for IPO shares.     

A behavioural theory of the fund management firm

The paper outlines a behavioural theory of the fund manager (FM) firm comprising investment decisions (at stock and portfolio levels) by teams and individuals, and of an organisation process and contextual resource factors affecting decisions. FM organisational processes interacted with resources to enhance investment team decision conditions, costs and processes. Enhanced conditions and reduced decision costs were expected to improve the chances of FM success via new information production and better-quality decisions. These dynamic elements to FM firms can be interpreted as tentative organisational means to deal with major problems of behaviour, uncertainty and information asymmetry at the heart of the valuation, investment and performance problems facing FMs. Field research was conducted in 15 FM firms during 2004–2011. A grounded theory approach was employed in processing the data. This led to improvements in empirical understanding of behaviour within FM firms and markets. The results were discussed relative to relevant literature and previous grounded theory. This created a new conceptual tool to investigate FM underperformance and variety in FM styles. The paper demonstrated an empirically rich model of hierarchy, information production, capital allocation and other resource usage in financial institutions and discussed how this created further opportunities for research.     

Dynamic portfolio optimization with liquidity cost and market impact: a simulation-and-regression approach

We present a simulation-and-regression method for solving dynamic portfolio optimization problems in the presence of general transaction costs, liquidity costs and market impact. This method extends the classical least squares Monte Carlo algorithm to incorporate switching costs, corresponding to transaction costs and transient liquidity costs, as well as multiple endogenous state variables, namely the portfolio value and the asset prices subject to permanent market impact. To handle endogenous state variables, we adapt a control randomization approach to portfolio optimization problems and further improve the numerical accuracy of this technique for the case of discrete controls. We validate our modified numerical method by solving a realistic cash-and-stock portfolio with a power-law liquidity model. We identify the certainty equivalent losses associated with ignoring liquidity effects, and illustrate how our dynamic optimization method protects the investor's capital under illiquid market conditions. Lastly, we analyze, under different liquidity conditions, the sensitivities of certainty equivalent returns and optimal allocations with respect to trading volume, stock price volatility, initial investment amount, risk aversion level and investment horizon.     

Revisiting the incentive effects of executive stock options

We develop a multiperiod framework to evaluate the incentive effects of executive stock options (ESOs). For a given increase in the grant-date firm stock price (and a concurrent increase in return volatility), the increment of total value at the vesting date acts as a proxy for the incentive effects of ESOs. If the option is attached to the existing contract without adjusting cash compensation, we suggest that a firm should not always fix the strike price to the grant-date stock price; instead, the strike price should vary with the length of the vesting period. We also show that, compared with at-the-money options, restricted stock generates greater incentives to increase stock prices in some scenarios, especially when equity-based awards are vested early. If the vesting period is long, the firm could grant options instead of restricted stock to maximize incentives.     

COST-VOLUME-PROFIT ANALYSIS UNDER UNCERTAINTY WHEN THE FIRM HAS PRODUCTION FLEXIBILITY

This study examines the behavior of the firm which faces uncertainty in demand but can adjust its output once the uncertainty is resolved, using contingentclaims analysis. The paper finds that (i) the optimal output of the firm with ex post adjustment capability is less than that of the firm without production flexibility; (ii) the optimal ex ante output increases with the higher interest rate; (iii) the greater the marginal cost associated with the expost adjustment and/or salvage value, the greater the optimal ex ante output; and (iv) the effect of demand volatility and production lead time on the optimal ex ante output could be either positive or negative. Based upon the study's findings, some important managerial decision implications are discussed.     

Liquidity and the Future Stock Returns of the REIT Industry

This paper examines how deviations from expected optimal cash holdings affect future stock returns in the real estate investment trust (REIT) industry. Our findings indicate that REIT managers elect to hold less cash to reduce the agency problems of cash flow, supporting the pecking order theory that growth opportunities lead managers to retain more cash on hand. The results show that any deviation from the estimated optimal cash holdings is significantly detrimental to future market performance, suggesting that excess or insufficient cash is harmful to stock returns. The adverse influence of deviations above the optimal value is insignificantly stronger than that of deviations below the optimal value. We also find that the return performances of deviations that do not differ from the expected optimal value surpass those of deviations that differ significantly from the expected level. This implies that REIT managers determine their cash policies based on future growth opportunities and the external costs of capital. Finally, for REIT firms, holding excess or insufficient cash increases the possibility of agency conflict or underinvestment, which will consequently worsen the firm??s future performance.     

Optimal Refunding Strategies, Transaction Costs, and the Market Value of Corporate Debt

The primary purpose of this paper is to consider both qualitatively and quantitatively the effects of refunding transaction costs and interest rate uncertainty on optimal refunding strategies and the market value of corporate debt. A dynamic model of corporate bond refunding with transaction costs is developed that simultaneously solves for the optimal refunding strategy, the value of the refunding call option, the value of the bond liability to the firm, and the market (investor) value of the fixed-rate contract. We provide examples in which the price of the callable bond does exceed the call price, and we examine whether or not typical levels of refunding costs are sufficient to explain the magnitude and duration of frequently observed premiums on callable corporate bonds.     

Land Auctions with Budget Constraints

This paper tests for the effects of financial constraints on open-bid English land auction prices and bids. It is argued that bidders’ ability to pay, taken as capital resources and/or capital budget constraints, influence bids and final auction prices. While high capital resource developers may elect to bid more than optimal to win auctions, or bidders may elect to pool resources in joint bidding, budget constraints imposed by firm-specific financial variables on the other hand are expected to restrict bids. Land auction data in Hong Kong are used to test systematically these predictions. It is found that a firm’s age, the number of winners in a joint bid, and firm status in the market are positively related to prices, all factors which may be attributed to a firm’s ability to finance the auction price. Firm size, internal funds, financing cost, debt capacity and existing capital expenditure are also shown to affect bids submitted in land auctions: firm size and internal funds are positively related to bid prices; while constrained debt capacity, financing cost and existing capital expenditure lower bids. The results are consistent with predictions that a firm’s financial constraints, and thus its effect on capital budgets, are relevant factors in predicting land auction outcomes. More generally, these findings confirm that similar financial factors that constrain corporate capital investment also influence directly acquisition of assets at auctions.     

An Analysis of the Underreported Magnitude of the Total Indirect Costs of Financial Distress

In this paper we examine 1,041 ongoing firms over the time period 1982–92. Using quarterly data for the detection and measurement of the magnitude of the indirect costs of financial distress, we find three important explanatory factors: (a) the distinctiveness of the pattern of increasing financial distress over time, (b) the degree of leverage in the capital structure and (c) the size of the firm. For those firms with a distinctive pattern of increasing financial distress over time, the average annual losses as a percentage of market value is –10.3%. The maximum loss is –76%. Even if the firm never fails, its market value can be severely impacted by the presence of the indirect costs of bankruptcy over time. This study finds a significantly positive relationship between Altman's Z-score and the firm capital investment growth rate. This relation holds after controlling for other variables such as leverage, firm size and market/book ratio. This implies that lost investment opportunities may be also an important part of the total indirect costs of financial distress, which appear now to be much larger than previously recorded.     

Earnings Momentum,Adaptation Value,and Nonlinearities in the Valuation of Chinese Equity Stocks

We demonstrate that when the variables comprising a firm's investment opportunity set depend on their past values then the present value of the cash flows the firm expects to earn will be stated in terms of the levels and the momentum of the affected variables. It is also shown that the market value of a firm's equity is comprised of the present value of the cash flows it expects to earn from operating under its existing investment opportunity set plus the value of the real options the firm possesses to modify or even completely change its existing investment opportunity set. Our empirical analysis, based on both Chinese and US data, shows that earnings momentum and the adaptation and growth options typically available to firms all appear to have a significant impact on equity prices.     

Energy Price Shocks and the Macroeconomy: The Role of Consumer Durables

We create a model with a distinction between investment in consumer durables and capital goods, as well as energy use by households and firms, to evaluate the importance of energy price shocks for output fluctuations. Simulation results indicate that this economy has a smaller proportion of output fluctuations attributable to energy price shocks than one without durable goods and household energy use. We show that an energy price hike is absorbed by reducing investment in durables more than in fixed capital. This rebalancing effect cushions the hit to future production. Thus, productivity shocks remain the prime driver for output fluctuations.     

Optimal Decentralized Investment Management

We study an institutional investment problem in which a centralized decision maker, the Chief Investment Officer (CIO), for example, employs multiple asset managers to implement investment strategies in separate asset classes. The CIO allocates capital to the managers who, in turn, allocate these funds to the assets in their asset class. This two-step investment process causes several misalignments of objectives between the CIO and his managers and can lead to large utility costs for the CIO. We focus on (1) loss of diversification, (2) unobservable managerial appetite for risk, and (3) different investment horizons. We derive an optimal unconditional linear performance benchmark and show that this benchmark can be used to better align incentives within the firm. We find that the CIO's uncertainty about the managers' risk appetites increases both the costs of decentralized investment management and the value of an optimally designed benchmark.