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Previous studies focused on the influence of outsourcing (labor division) on productivity, especially in the industrial economy. However, few studies have focused on how labor division in agriculture affects agricultural productivity. To bridge this gap, this study uses survey data from 4864 farmer households in China to explore the impacts of outsourcing on agricultural productivity.

This study employs an endogenous switching regression to account for selection bias and a counterfactual framework to measure the degree of influence. Thus, this study analyzes determinants of outsourcing and the impacts of outsourcing on agricultural productivity under the same framework.

The results revealed the following. (1) Farmer households with the below average productivity tended to outsource; conversely, farmer households with the above average productivity tended to cultivate the land by themselves. (2) Productivity increased by 25.61% for farmer households who choose to outsource. Moreover, if nonoutsourcing farmer households would choose to outsource, their productivity would increase by 10.86%.

This study furthers one’s understanding of how outsourcing affects agricultural productivity among farmer households.

This study examines the impact of situational and stable animosities on quality evaluation and purchase intention while also testing the moderating effects of within- and cross-country cultural distance. It focuses on the case of the US THAAD missile defense system deployment in South Korea (hereafter, Korea) and investigates how the resulting Chinese consumers' animosity affects their quality evaluation of, and purchase intention toward, Korean cosmetics.

This study utilizes a quantitative approach based on a survey and structural equation modeling. The sample comprises 376 Chinese consumers from 19 Chinese regions.

The results indicate that both stable and situational animosities are negatively associated with purchase intention toward Korean cosmetics. However, their effects on quality evaluation are different. While stable animosity is negatively related to product quality evaluation, situational animosity has no such negative association. Finally, the cultural distance between Chinese regions and Korea strengthens the negative relationship between stable and situational animosities and purchase intention.

The study contributes by better unraveling the effects of stable and situational animosities on perceived product quality. The empirical context is unique because it allows the authors to investigate the relationship between Chinese antagonism toward the THAAD deployment in Korea and Chinese consumers' stable and situational animosities in terms of their quality evaluation of, and purchase intention toward, imported Korean cosmetics. Hence, this study contributes to the literature on consumer animosity by empirically testing the moderating effect of within- and cross-country cultural distance on the relationship between stable and situational animosities and purchase intention.

The study has relevant practical implications, notably for Korean exporters' marketing management and within- and cross-cultural management. The results suggest that countermeasures are needed because Chinese consumers' stable and situational animosities are negatively related to their purchase intention toward Korean cosmetics. Moreover, the findings provide the insight that when foreign firms export culture-sensitive products to a large, multicultural country, their managers should pay attention to within- and cross-cultural differences simultaneously.

Previous studies have shown that the effects of animosity on product evaluation and purchase intention differ depending on the animosity dimension, product type, country and the situation causing animosity, among others. However, the existing literature on animosity has neglected the reality that within-cultural differences in a single large emerging market are relevant to explaining the concept of animosity and its effect on the purchase intention toward culture-sensitive products. Furthermore, none of the animosity studies have touched on the important moderating role of within- and cross-cultural differences between a large and multicultural importing country and a brand's home country in this manner. Therefore, the study fills this gap by empirically examining whether different moderating effects of stable and situational animosities exist for a specific conflict situation caused by a military issue and investigates the causes of these different effects.

Hungarian school communities also faced with the challenging situation posed by COVID-19 in March 2020. The transition to emergency remote teaching could be affected by many factors. The attitudes of educators are important as their decisions largely determined the methods of digital education. In the present study, 147 high school teachers and 58 academics’ data were analyzed. Academics were more likely to maintain interactions during their courses, and they preferred to make their own material for the lessons, while high-school teachers more often borrow material from pre-existing sources. The authors also found that the effect of self-efficacy on resilience is mediated through the intention to create teaching materials and through the willingness to adopt them as well. It can be concluded that the assistance cannot be one-dimensional, as teachers of different ages, with different IT competencies, teaching at different levels of education, teaching different subjects, have different needs and need to be supported in different ways.

This study examines the impact of outward foreign direct investment (OFDI) of Chinese multinational corporations (MNCs) and formal and informal institutional distances between the home and host countries on the innovation performance of parent company.

This study uses panel data to conduct an empirical analysis on the data of 59 mature Chinese MNCs and their 872 overseas subsidiaries over the past 11 years and draws interesting results.

Results show that OFDI and formal and informal institutional distances between countries exert a significant positive impact on the innovation performance of the parent company and formal and informal institutional distances negatively moderate the impact between OFDI and the parent company's innovation performance.

Although international business research pays increasing attention to transnational differences in institutions and cultures, research on the relationship between technology spillover and distance is relatively limited. In addition, few studies consider the impact of FID and IFID on transnational reverse knowledge spillovers. This research fills these research gaps, and the conclusions have certain practical significance for multinational companies.

In the era of Big Data, network digital resources are growing rapidly, especially the short-text resources, such as tweets, comments, messages and so on, are showing a vigorous vitality. This study aims to compare the categories discriminative capacity (CDC) of Chinese language fragments with different granularities and to explore and verify feasibility, rationality and effectiveness of the low-granularity feature, such as Chinese characters in Chinese short-text classification (CSTC).

This study takes discipline classification of journal articles from CSSCI as a simulation environment. On the basis of sorting out the distribution rules of classification features with various granularities, including keywords, terms and characters, the classification effects accessed by the SVM algorithm are comprehensively compared and evaluated from three angles of using the same experiment samples, testing before and after feature optimization, and introducing external data.

The granularity of a classification feature has an important impact on CSTC. In general, the larger the granularity is, the better the classification result is, and vice versa. However, a low-granularity feature is also feasible, and its CDC could be improved by reasonable weight setting, even exceeding a high-granularity feature if synthetically considering classification precision, computational complexity and text coverage.

This is the first study to propose that Chinese characters are more suitable as descriptive features in CSTC than terms and keywords and to demonstrate that CDC of Chinese character features could be strengthened by mixing frequency and position as weight.

The objective of this study is to advance the understanding of the connection between cultural distance and the cross-border diffusion of innovations by conducting a systematic review and analysis of previous literature.

This study involved a literature review. A total of 35 articles published in ABS journals were identified from key management, international business and marketing journals. The articles were analyzed by the methodologies and findings presented.

The literature review shows that the adoption and diffusion of innovation and new products are bound to be deeply influenced by cultural distance. Specifically, national cultures influence the willingness of consumers to buy new products at both the individual and organizational levels; organizational culture plays a key role in the process of launching new products and diffusing innovations to the market. However, existing studies and their findings are fragmented and inconsistent. Controversial views remain regarding the impact of national cultural dimensions on the diffusion of innovation at the individual and organizational levels.

This is the first systematic review of the literature specifically focusing on the impact of cultural distance on the cross-border diffusion of innovation. In identifying the research gaps and limitations of extant studies, the authors point to avenues for future research to develop a more integrated research agenda for marketing, management and international business research.

El objetivo de este estudio es avanzar en la compresión de la conexión que existe entre la distancia cultual y la difusión transfronteriza de innovaciones, mediante la realización de una revisión sistemática y un análisis de la literatura previa.

Este estudio incluyó una revisión de la literatura. Y se identificaron un total de 35 artículos en las revistas, relacionados con clave de gestión, negocios internacionales y marketing, publicados en revistas de ABS. Los artículos fueron analizados por las metodologías y hallazgos presentados.

La revisión de la literatura muestra que la adopción y la difusión de la innovación y los nuevos productos, están fuertemente influenciados por la distancia cultural. Específicamente, las culturas nacionales influyen en la disposición de los consumidores a comprar nuevos productos, tanto a nivel individual como a nivel organizacional; la cultura organizacional desempeña un papel clave en el proceso de lanzamiento de nuevos productos y difusión de innovaciones en el mercado. Sin embargo, los estudios existentes y sus hallazgos son fragmentados e inconsistentes. Sigue dándose opiniones controvertidas sobre el impacto de las dimensiones culturales nacionales en la difusión de la innovación a nivel individual y organizacional.

Esta es la primera revisión sistemática de la literatura, que se centra específicamente en el impacto de la distancia cultural en la difusión transfronteriza de la innovación. Al identificar las brechas de la investigación y las limitaciones de los estudios existentes, señalamos vías para futuras investigaciones, con el fin de desarrollar una agenda de investigación más integrada para el estudio de marketing, administración y negocios internacionales.

The purpose of this paper is to select the optimal feature parameters to further improve the identification accuracy of cashmere and wool.

To increase the accuracy, the authors put forward a method selecting optimal parameters based on the fusion of morphological feature and texture feature. The first step is to acquire the fiber diameter measured by the central axis algorithm. The second step is to acquire the optimal texture feature parameters. This step is mainly achieved by using the variance of secondary statistics of these two texture features to get four statistics and then finding the impact factors of gray level co-occurrence matrix relying on the relationship between the secondary statistic values and the pixel pitch. Finally, the five-dimensional feature vectors extracted from the sample image are fed into the fisher classifier.

The improvement of identification accuracy can be achieved by determining the optimal feature parameters and fusing two texture features. The average identification accuracy is 96.713% in this paper, which is very helpful to improve the efficiency of detector in the textile industry.

In this paper, a novel identification method which extracts the optimal feature parameter is proposed.

There is an increasing interest in the international management literature in cultural differences between in-country regions. Yet, the regions of any country may be merely political products and not necessarily cultural units. The goal of this article is to propose clear empirical criteria for deciding if a set of entities, such as a country's administrative regions, can be legitimate units of cross-cultural analysis and to test these criteria in an empirical study.

The authors review the literature on what constitutes a unit of cross-cultural analysis and propose empirical criteria. For instance, the regions of a given country are meaningful units of cross-cultural analysis if one can replicate (an) established dimension(s) of culture at the regional level, including some of the dimension(s)' antecedents and predictive properties. The authors apply this test in the context of the Russian Federation (RF), using an RF database (18,768 respondents from 60 administrative regions) with items borrowed from the World Values Survey.

The RF regions pass the authors’ test. At the regional level, the selected items yield an individualism-collectivism (IDV-COLL) dimension that is similar to its nation-level counterpart in the revised Minkov-Hofstede model in terms of concept and antecedents (wealth differences and geographic latitude) and outcomes that are relevant in business (innovation rates and quality of governance). The authors also find other patterns that confirm the properties of RF regions as meaningful units of cultural analysis.

The authors’ criteria and the test based on them are suitable for large countries, with significant geo-climatic variety and ethnic diversity, but may be inapplicable in small countries with less diversity. It is questionable if the latter countries contain enough cultural variation to justify a cross-cultural analysis of their sub-national regions.

The authors’ criteria can be used in future research in any large country to decide if its regions justify a cross-cultural analysis in the field of management and business or any other field.

Cultural differences within a country are important as they may inform political and management decisions. Yet, to demonstrate that those differences are real, and not imaginary, one needs a methodology like the authors’.

The study contributes to the discussion of the meaningfulness of in-country regions as cultural units for cross-cultural analysis in international business by focusing on the RF.

The safety and reliability of high-speed trains rely on the structural integrity of their components and the dynamic performance of the entire vehicle system. This paper aims to define and substantiate the assessment of the structural integrity and dynamical integrity of high-speed trains in both theory and practice. The key principles and approaches will be proposed, and their applications to high-speed trains in China will be presented.

First, the structural integrity and dynamical integrity of high-speed trains are defined, and their relationship is introduced. Then, the principles for assessing the structural integrity of structural and dynamical components are presented and practical examples of gearboxes and dampers are provided. Finally, the principles and approaches for assessing the dynamical integrity of high-speed trains are presented and a novel operational assessment method is further presented.

Vehicle system dynamics is the core of the proposed framework that provides the loads and vibrations on train components and the dynamic performance of the entire vehicle system. For assessing the structural integrity of structural components, an open-loop analysis considering both normal and abnormal vehicle conditions is needed. For assessing the structural integrity of dynamical components, a closed-loop analysis involving the influence of wear and degradation on vehicle system dynamics is needed. The analysis of vehicle system dynamics should follow the principles of complete objects, conditions and indices. Numerical, experimental and operational approaches should be combined to achieve effective assessments.

The practical applications demonstrate that assessing the structural integrity and dynamical integrity of high-speed trains can support better control of critical defects, better lifespan management of train components and better maintenance decision-making for high-speed trains.

By investigating trust in the organization as a mediator and traditionality as a moderator, this study aims to examine the effect perceived organizational exploitation poses on frontline hotel employees’ service performance.

A three-wave survey that targets 219 supervisor–subordinate dyads from four Chinese hotels was conducted to test the hypotheses. The authors used SPSS 20.0 and AMOS 21.0 to analyze the data and verify the theoretical model.

This study found that perceived organizational exploitation exerts a destructive impact on frontline hotel employees’ service performance. Trust in the organization is a full mediator of the link connecting perceived organizational exploitation to service performance. Furthermore, traditionality weakens perceived organizational exploitation’s impact on trust in the organization and subsequent service performance.

The authors’ findings remind hotels to cease exploiting their employees to avoid compromising service performance. Hotels should also endeavor to instill trust among employees toward the hotel and allocate more attention to employees with lower levels of traditionality.

First, to the best of the authors’ knowledge, this study is among the first to explore the impact of perceived organizational exploitation on frontline hotel employees’ service performance. Second, this study reveals a novel mechanism underlying the connection between perceived organizational exploitation and service performance. Finally, this study identifies frontline hotel employees’ traditionality as a vital moderator that mitigates the negative relationships among perceived organizational exploitation, trust in the organization and service performance.