The present study aims to perceive an unacceptable unreality of a macro price mechanism: that is, the unreality that under any severe recession, deterioration of deflation or a consistent decrease in the rate of inflation will lead an economy to full employment equilibrium. This unreality results from an arbitrary assumption that the micro price mechanism operates even in a macro economy. This study challenges the existing modern macroeconomics theories on price mechanism and unemployment based on the skepticism toward existing theories based on the observations of a real economy. The study reveals two main results. First, market failure in a macro economy, that is, the price mechanism is significantly incomplete and does not function, in particular, under deflation. This differs significantly from “the market failure due to the inflexibility of wages and prices, asymmetry of information, and so on,” as stated by new Keynesianism. The key reason for market failure in a short-run macro economy is the unavoidable spillover effects, or derived demand effects between goods and labor markets under disequilibrium due to inflexible wages and prices. Macro price mechanism completely overlooks these effects because of the arbitrary assumption, thus leading to the unrealistic price mechanism stated earlier. Considering the spillover effects, or derived demand effects under disequilibrium, the assumption of full employment equilibrium, along with the assumption of flexible wages and prices, does not hold. Although these effects are the results of the short-run analysis, there would be market failure in a macro economy even in the long run as an inevitable conjecture. To rebuild dynamic stochastic general equilibrium (DSGE) models, it is important to study the aforementioned fundamental and theoretical problem that macro price mechanism does not function. A static model is enough to explain the mechanism and dynamic models appear unnecessary and unfeasible. Second, Keynes’s unemployment equilibrium is realized owing to market failure in a macro economy. Market failure in a macro economy shows that involuntary unemployment results from quantitative and not price aspects. In other words, involuntary unemployment is not a result of the rigidity of real wages but of a shortage in labor demand under rigid real wages. This is possible by reinterpreting the Shapiro–Stiglitz efficiency wage model. Finally, demand is a critical factor in both the short run and the long run.