Asymmetric technological distance measure based on language model

This article introduces a novel technological distance measure between companies based on their patent portfolios. We describe the technological position or characteristics of companies by applying the framework of language modelling technique in information retrieval on their patent portfolios. The proposed novel approach is an asymmetric measure and better captures the technological characteristic of a company and hence is a more accurate distance measure.     

Using managers' expectations for ex-ante policy evaluation: Evidence from the COVID-19 crisis

Evaluation of the impacts of government policies during an economic crisis is often delayed until the outcomes are realized. Policies can be better guided if they can be evaluated amid a crisis, before the realization of outcomes. This study examines whether survey data on the expectations of small business managers can help evaluate two high-stake subsidies for firms amid the COVID-19 crisis in Japan, namely, Subsidy Program for Sustaining Businesses (SPSB) and Employment Adjustment Subsidy (EAS). We evaluate the accuracy of managers' expectations, estimate the impact of subsidies on the expected firm survival, and compare it with the estimated impact on realized survival. We find that the managers' expectations on their future sales, survival rate, and the possibility of receiving these subsidies predict the realized outcomes, although they were highly pessimistic about their survival rates. We find that the estimated impacts of the SPSB on the expected survival rates have the same sign as the estimated impact on the realized survival rates, but the size is more than twice because of the pessimism on survival. The estimated impacts of the EAS are both insignificant. Therefore, although its impact may be overestimated, managers' expectations are useful for selecting an effective policy.     

Vertical foreign direct investment: Evidence from Japanese and U.S. multinational enterprises

Foreign direct investment (FDI) in developing countries has increased since the 1990s, but there is mixed evidence of vertical FDI associated with factor-seeking motives. This paper estimates the vertical motive of offshore production by multinational enterprises (MNEs) by exploiting past schooling characteristics as instruments for skilled-labor abundance in a host country. Using panel data on Japanese and U.S. MNEs in the 1990s, I find that skilled-labor abundance has a significantly negative impact on sales of manufacturing foreign affiliate only for Japanese MNEs. The results suggest that vertical FDI activity was more prevalent in Japanese MNEs than U.S. MNEs. A plausible explanation is that Japanese MNEs might be more vertically integrated with their offshore production than U.S. MNEs. A difference in foreign outsourcing activities could generate the observed deviation between Japanese and U.S. MNEs.     

Food Processing Business and Agriculture Cooperatives in Japan: Market Power and Asymmetric Information*

Food processing businesses run by agriculture cooperatives (in this paper referred to as food processing cooperatives) are basically firms that are owned by the suppliers of raw materials. Typically, in this type of firm, corporate decision‐making is the responsibility of member farmers through the one member one–vote rule, and the surplus of the business is divided among them according to the amount of raw agricultural products they have supplied to the firm. This is in contrast to a conventional capitalistic firm, in which corporate decision‐making is ultimately made by the stockholders through the one share–one vote rule, and the profit is divided among them according to the amount of financial capital they have supplied to the firm. Based upon statistical data and case studies, the present paper considers some economic factors that might influence the establishment of food processing cooperatives.     

K-Asymptotics Associated with Deterministic Trends in Integrated and Near-Integrated Processes

Dealing with integrated and near-integrated processes, this paper investigates the validity of regression on deterministic trends of K terms as K becomes large. It is found that the regression tends to be valid in spite of the true process being free from deterministic trends, which implies that the distinction between stochastic and deterministic trends disappears in K -asymptotics of the integrated and near-integrated processes. It is also shown that in K -asymptotics the usual unit root test, based on the model with deterministic trends of K terms, becomes useless against near-integration since the unit root distribution remains unchanged.
JEL Classification Numbers: C12, C15, C22.     

Globalization of Information Services and the Industrial Structure of the Japanese Economy

Since the late 1990s, ICT has rebuilt organizational networks by connecting value chains and providing communication networks. This made certain types of services tradable, including information services. This change raised the public concern in terms of the effect on employment and innovation capacity in developed economies. The fragmentation of the production network of information services has been led by US firms, but is spreading to East Asia, typically in outsourcing from Japan to China, India and the ASEAN countries. This study empirically assesses the effect of offshore outsourcing on employment in Japan, specifying trading partners. The results show that information services outsourcing affects employment in the manufacturing sector in Japan, but the effect is different depending on trading partners. This study discusses the implications from the viewpoint of industry policy, relating the results to outsourced business processes.     

Labor markets and cultural values: Evidence from Japanese and American views about caregiving immigrants

One overlooked reason for the persistence of distinct cultural values across rich democracies, we argue, is a country's labor market structure. Parents seeking to position their children for long‐term success would do well to instill values consistent with requirements of the labor market in the country where their children are likely to work. To the extent that labor markets are fluid, as in the United States, parents should teach their children to be resourceful and creative. In countries like Japan with relatively rigid labor markets, where workers have one chance to land a long‐term contract with a leading company, parents instead should instill the values of hard work and respect for authority. We find evidence consistent with this argument in survey experiments about attitudes in the United States and Japan about the desirability of employing immigrants for care work, and what values the immigrant care workers should hold. We also find evidence of indirect norm creation. American and Japanese respondents prefer immigrants—not just caregiving immigrants—whose values align with their country's type of valued human capital.     

Asymptotic Expansion Formula of Option Price Under Multifactor Heston Model

The stochastic volatility model of Heston (Rev Financ Stud 6(2):327–343, 1993) has found difficulty in describing some of the important features of implied volatility dynamics, leading to a quest for multifactor extensions as well as the incorporation of time-dependent model parameters. In this paper, an asymptotic expansion approach to the multifactor Heston model with time-dependent parameters is developed. The results of Benhamou et al. (SIAM J Financ Math 1(1):289–325, 2010) are extended and it is shown that the extension to the multifactor model involves an extra expansion term that captures the interaction between variance factors. The expansion formula under constant parameters can be explicitly computed and the incorporation of time-dependent parameters is straightforward under the framework. As illustration, a two-factor model is calibrated to data of index options and variance swaps and it is found that it is possible to distinguish a short-term and long-term variance factor from the implied volatility surface and variance swap rates. Moreover, the two-factor model is able to reproduce the shapes of the implied volatility surface during various market scenarios.