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Food Expenditures at Home and Away from Home in the United States--A Switching Regression Analysis

The Review of Economics and Statistics 1986 68(1), 142
The results of this study showed that the decision to eat away from home was positively affected by income while the amount spent away from home was only affected by income, again positively, at higher levels of household income. Food expenditures at home were similarly affected by income only at higher levels of household income provided the household also ate away from home. If the household did not eat away from home, food expenditures at home were positively affected by income at all levels, the effect decreasing in magnitude with the level of income. A SIGNIFICANT economic trend in recent )&Vdecades is the declining share of consumer expenditures on food. Expenditures for food fell steadily from 20.0% of disposable personal income in 1960 to 16.1% in the third quarter of 1983 (USDA). This drop occurred as a result of a decline in the share of consumer expenditures on food purchased for consumption at home. The share of consumer expenditures on meals purchased at restaurants, cafeterias, and fast food chains remained constant at about 4% of disposable personal income. Hence the consumption of purchased meals away from home has become more important relative to food consumed at home. A number of studies on food consumption at home and away from home have been made. Houthakker and Taylor (1970) obtained results that indicate away from home food expenditures were more responsive to total consumption expenditures than at home expenditures based on 1960-61 household budget data. Time-series data were also employed by Houthakker and Taylor to investigate the dynamics of food consumption. Prochaska and Schrimper (1973) found that along with income the opportunity cost of time is an important factor in determining away from home food consumption. Fishe et al. (1979), employing simple and heteroscedastic Tobit models, found that income and household specific circumstances are important determinants of restaurant expenditures. Lamm (1982) estimated a translog demand system for food consumed at home, purchased meals, and non-food items. His results indicated that consumers have been eating away from home more often primarily as a result of increases in their incomes. Recently, Huang and Raunikar (1984) estimated Engel equations for at home and away from home food expenditures using ordinary least squares and Tobit regressions, respectively. In their study Huang and Raunikar found that, in general, at home food consumption is less income responsive than away from home food consumption. The major objective of Huang and Raunikar's study was to investigate the importance to household food expenditures of consigned income for committed expenditures. This study further investigates food consumption at home and away from home employing a switching regression model. The same basic data analyzed by Huang and Rauniker (HR) are also analyzed here. However, since the HR study focused on consigned income, households not reporting complete information with regard to committed expenditures, e.g., rent or mortgage, or after-tax income, were not included in their study. In this study, the emphasis is placed on the household's choice of whether to eat out and the factors affecting consequent away from home and at home food expenditures. The sample includes all households that reported before-tax income and is significantly larger than the sample used in the HR study.

Effective Purchasing Power in a Quantity Constrained Economy: An Estimate for the German Democratic Republic

The Review of Economics and Statistics 1986 68(1), 24
A measure of microeconomic disequilibrium for households facing both budget and quantity constraints is estimated from East data. Using a new specification, the Flexible-Cobb-Douglas utility function, the parameters of a German direct utility function are estimated from West family budgets. It is estimated that an average East family in 1977 would have been willing to give up 13% of its total expenditure in order to attain its demands at official prices.

Returns to Schooling, Implicit Discount Rates and Black-White Wage Differentials

The Review of Economics and Statistics 1986 68(1), 41
A simple econometric model of investment in schooling is developed and estimated. The measure of individual discount rates implicit in their educational investment decisions suggests no difference between individuals from different socioeconomic backgrounds. Differences in individual speeds of educational attainment, which do vary with background, explain most of the variation in levels of attainment that is attributable to family background.

The Gibson Paradox and the Monetary Standard

The Review of Economics and Statistics 1986 68(2), 189
This paper analyzes the Gibson paradox, a strong positive correlation between prices and interest rates over the past 250 years. The phenomenon of Gibson's paradox is significant in Britain but not significant in the United States. However, there is a significant correlation between British interest rates and U.S. price levels. The price movements show a strong characteristic of random walk under the gold standard, but appear not to be random walk under the non-gold standard. Based on (a) the price random walk assumption and (b) the real return arbitrage assumption, this paper constructs a simple model to explain the above interesting empirical results.

Inflation Announcements and Financial Market Reaction: Evidence From the Long-Term Bond Market

The Review of Economics and Statistics 1986 68(2), 329
Relations between business margins and structural variables including buyer and seller concentrations have been examined using data on strategic business units in the PIMS data base. The results are compared with earlier work based on industry classified data. It is now possible to identify whether the observed changes in margin are due to direct effects on profit or to changes in the fixed costs included in gross margins. New data are presented on the role of capacity utilisation in relation to the balance of buyer and seller power and on changes in margin through the life cycle.

Empirical Investigation of a Catastrophe Theory Extension of the Phillips Curve

The Review of Economics and Statistics 1986 68(1), 9
A catastrophe theory model for the relationship between actual inflation, unemployment, and expected inflation that has recently been suggested by Woodcock and Davis is examined. The model's extension of traditional models and its relation to the theory of dynamic systems are pointed out. The model is empirically investigated by means of U.S. data for the period 1957-1984. Estimation equations for the parameters are derived by a modified least squares criterion. Furthermore, the traditional Phillips Curve is compared with the catastrophe model by means of a likelihood ratio test. CATASTROPHE Theory (CT) is a branch of differential topology that was originally applied in physics and biology. In the fields of economics and finance CT was applied for the first time in the crash and bull model for stock markets by Zeeman (1974). The most noteworthy articles among recent publications concerning applied CT are the business cycle model by Varian (1979) and the bankruptcy models by Ho and Saunders (1980) and Scapens, Ryan and Fletcher (1981), respectively. Since one has to consider CT models as a natural and inevitable extension of traditional models, it is remarkable that none of these applications has been the subject of empirical investigations. This apparently has been caused by the lack of an appropriate parameter estimation procedure as well as by the absence of mathematical specifications of the models. In this paper we examine the CT model by Woodcock and David (WD) (1979). Starting from the traditional inflation model based on the Phillips Curve, the model by WD is presented in section J.. Section II provides a brief outline of the applied elementary catastrophe from a dynamic system's point of view and specifies the underlying deterministic and stochastic processes. The main section of this paper, section III, is concerned with the empirical investigation of the catastrophe model by means of U.S. data for the period 1957-1984. I. The CT Extension of the Phillips Curve Since the work of Samuelson and Solow (1960) the empirically observable inverse relation between the inflation rate p and the unemployment rate u has been known as the modified Phillips Curve. Later empirical investigations have led to the conclusion that the modified Phillips Curve has shifted upwards. These shifts have been thought to be caused by the increase of an additional influential factor to the inflation rate, i.e., by the increase of the expected (anticipated) inflation. According to Friedman (1976, p. 228) the relation between p and u in period [t, t + 1] and the inflationary expectations 7r at time t for the same period is usually assumed to be a function of the form p = a + br + h(u) (1) where h (u) has been specified in various nonlinear forms. In the mid-seventies the problem of occurred in almost all western countries. In the United States, for example, the inflation rate was more than 10% per year, although the unemployment rate was above 6%. If the parameters of the traditional model (1) are assumed to be constant, this phenomenon can be explained only by an enormous increase of inflationary expectations. But a look at the data, like these shown in table 1 for the United States, seems to show that this explanation does not hold. One possible modification of the traditional model is the CT model by Woodcock and Davis (1979). They use the same explanatory variables u and S for the inflation rate, but the main difference of their CT model from the traditional one is that its surface in the (u, 7r, p)-space is not smooth throughout but rather has a significant overhanging region as depicted in figure 1. The authors describe their model as follows: The worst case (in terms of its effects on inflation) is low unemployment and a high expected inflation rate (a). It can be improved somewhat by lowering the expected rate (a b); this may be achieved by a government's adoption of an aggressive Received for publication December 22, 1983. Revision accepted for publication August 14, 1985. * University of Graz. Copyright ? 1986 9 ] This content downloaded from 40.77.167.91 on Sat, 01 Oct 2016 06:14:53 UTC All use subject to http://about.jstor.org/terms 10 THE REVIEW OF ECONOMICS AND STATISTICS TABLE 1.-U.S. DATA FROM THE EARLY SEVENTIES Average Expected Actual Unemployment Rate Inflation Rate Inflation Rate in the at t for the in the Time t Period [t, t + 12 months] Period [t, t + 12 months] Period [t, t + 12 months] June 70 5.71 3.72 4.5 Dec. 70 5.95 3.81 3.4 June 71 5.85 4.10 2.9 Dec. 71 5.58 3.24 3.4 June 72 5.19 3.81 5.9 Dec. 72 4.85 3.48 8.8 June 73 4.94 4.24 11.0 Dec. 73 5.59 5.36 12.2 June 74 7.32 6.84 9.3 Dec. 74 8.48 7.42 7.0 June 75 8.01 5.66 5.9 Dec. 75 7.68 6.03 4.8 Sources: See subsection III.A policy of jawboning to discourage price increases. To achieve a greater decline in inflation, it may be necessary to permit a politically unpopular increase in unemployment at the same time (a c d). Increasing unemployment alone, with no decrease in the expectation of future inflation, will produce only a slight decline in inflation (a e). (WD (1979), p. 117 f.) correspond to the stagflation (stagnant inflation) that has plagued Great Britain and Italy from the early 1970s until the present. To move from this region to one of lower inflation would require a drastic increase in unemployment (e f g) or, preferably, a slight increase in unemployment coupled with credible steps to reduce future inflation (e c). (WD (1979), p. 118) The main advantage of this CT model is its proper description of the phenomenon of by means of the fold in the model's surface. States around the point e in figure 1 The model's additional value lies in its indication that the sequence in which the control variables u and w are influenced (e.g., by money supply and public expenditures) can be at least as important as their quantitative levels. The importance of the sequence drastically depends on the location of the overhanging region. II. The Model and Its Relation to the Theory of Dynamic Systems In CT surfaces as shown in figure 1 are known as cusps (for CT see, for example, Poston and Stewart (1978) and Saunders (1980)). The cusp is the most popular and most frequently applied elementary catastrophe. The canonical form of the cusp's surface is

Empirical Models of Arbitrator Behavior under Conventional Arbitration

The Review of Economics and Statistics 1986 68(4), 578
This study analyzes a new set of data on the decisions of conventional arbitrators.The main goal is to draw inferences about the extent to which conventional arbitration decisions are fashioned as mechanical compromises of • the parties' final offers, without reference to the exogenous facts involved, in different disputes.The results of the analysis are remarkably clear: conventional arbitrators tend to split-the-difference between the parties' final offers with virtually no evidence of systematic reference to the facts of the cases.However, since there is a substantial amount of unexplained variance in the arbitration decisions, this evidence of mechanical compromise behavior should be viewed as characterizing the overall operation of conventional arbitration mechanisms and not the behavior of individual arbitrators in any particular case.Indeed, the results are consistent with the view that individual arbitrators pay close attention to the facts of the cases, but that there is considerable variation in the structure of different arbitrators' preference functions.