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The spread of the Internet has transformed the dating landscape. Given the increasing popularity of online dating and rising immigration to Canada, this study takes an intersectional lens to examine nativity and gender differentials in heterosexual online dating.

In 2018, a random-digit-dial telephone survey was conducted in Canada. Logistic regression models were used to analyze original data from this survey (N = 1,373).

Results show that immigrants are more likely than native-born people to have used online dating in Canada, possibly because international relocation makes it more difficult for immigrants to meet romantic partners in other ways. In online-to-offline transitions, both native-born and immigrant online daters follow gendered scripts where men ask women out for a first date. Finally, immigrant men, who likely have disadvantaged positions in offline dating markets, also experience the least success in finding a long-term partner online.

Extending search theory of relationship formation to online dating, this study advances the understanding of change and continuity in gendered rituals and mate-selection processes in the digital and globalization era. Integrating search theory and intersectionality theory, this study highlights the efficiency of using the Internet to search for romantic partners and the socially constructed hierarchy of desirability as interrelated mechanisms that produce divergent online dating outcomes across social groups. Internet dating, instead of acting as an agent of social change, may reproduce normative dating practices and existing hierarchies of desirability.

The leakage problem caused by machining error, assembly error, wearing and thermal deformation has been the main factor hindering the development of scroll compressor. This paper aims to investigate the lubrication characteristics of radial clearance and further optimize the radial clearance, which can reduce the leakage in the tangential direction of the working chamber.

This paper establishes a model of radial clearance oil film lubrication in scroll compressor. And, the method to solve the Reynolds and energy equations is presented, as well as the dimensionless and discretization by finite element difference method. To verify the established model, performance experiment of scroll compressor for electric vehicle air conditioning system is also carried out.

Based on the presented model, the temperature field and distribution of the oil film in the radial clearance are analyzed. And the influence of the structural parameter on the radial clearance is further discussed. The optimum radial clearance could be achieved at β = 40°–42°, where the orbiting scroll is in the state of rotary balance. And, the simulation results coincide well with the experimental results.

This work provides an effective model to evaluate the lubrication characteristics of radial clearance in scroll compressor, which can provide guidance for the design of scroll compressor.

The gender-gap reversal in education could have far-reaching consequences for marriage and family lives in the United States. This study seeks to address the following question: As women increasingly marry men with less education than they have themselves, is the traditional male breadwinner model in marriage challenged?

This study takes a life course approach to examine how educational assortative mating shapes trajectories of change in female breadwinning status over the course of marriage. It uses group-based trajectory models to analyze data from the National Longitudinal Survey of Youth 1979.

The results reveal substantial movement by wives in and out of the primary breadwinner role across marital years and great heterogeneity in female breadwinning trajectories across couples. In addition, educational assortative mating plays a role in shaping female breadwinning trajectories: Compared with wives married to men whose educational levels equal or exceed their own, wives married to men with less education than themselves are more likely to have a continuously high probability of being primary earners and are also more likely to gradually or rapidly transition into primary earners if initially they are not.

This study examines couples’ breadwinning arrangements over an extended period of time and identifies qualitatively distinct patterns of change in female breadwinning that are not readily identifiable using ad hoc, ex ante classification rules. The findings suggest that future research on the economics of marriage and couple relations in families would benefit from a life course approach to conceptualizing couples’ dynamic divisions of breadwinning.

The purpose of this paper is to examine the joint effect of product and international diversification strategies on the performance of small and medium enterprises (SMEs) in Spain.

The authors rely on a panel data of small and medium Spanish manufacturing enterprises over the period 1993‐2006, collected from the Spanish Survey of Business Strategies.

The evidence reveals the existence of a negative relationship between geographic expansion and profitability. Likewise, the adoption of both product and international diversification is not associated with higher performance.

A promising avenue for future research is the analysis of firms located in different countries (for example, emerging economies), or the study of this issue considering factors such as the ownership structure (family firms, the role of the state and banks, etc.).

The authors' analysis underlines the fact that the distinctive particularities of SMEs – for example, limited resources, lack of previous experience in the adoption of new products and accessing new markets – might constrain diversification as an alternative for firm growth. As a practical implication, Spanish SMEs should overcome their shortcomings before adopting diversification in order to improve the profitability associated with these strategies.

Although Spain's economic structure is highly segmented and made up of mainly SMEs, research on these companies in this country is rather scarce. In particular, the distinctive characteristics of SMEs mean that diversification might have different performance implications than for larger companies. Moreover, the authors' analysis offers new insights compared to previous research, which has traditionally relied on cross‐section data.

An effective machine vision-based method for micro-crack detection of solar cell can economically improve the qualified rate of solar cells. However, how to extract features which have strong generalization and data representation ability at the same time is still an open problem for machine vision-based methods.

A micro-crack detection method based on adaptive deep features and visual saliency is proposed in this paper. The proposed method can adaptively extract deep features from the input image without any supervised training. Furthermore, considering the fact that micro-cracks can obviously attract visual attention when people look at the solar cell’s surface, the visual saliency is also introduced for the micro-crack detection.

Comprehensive evaluations are implemented on two existing data sets, where subjective experimental results show that most of the micro-cracks can be detected, and the objective experimental results show that the method proposed in this study has better performance in detecting precision.

First, an adaptive deep features extraction scheme without any supervised training is proposed for micro-crack detection. Second, the visual saliency is introduced for micro-crack detection.

A new backward punch shape was designed and used in the hydroforming process of double-layer Y-shaped tubes to achieve uniform wall thickness. This study focuses on the implementation and effectiveness of this novel punch shape.

A numerical simulation and experimental validation of the hydroforming process of double-layer Y-shaped tubes under various backward punch, replenishment ratios (left and right feed ratios) and internal pressure loading paths was performed using finite elements. During the hydroforming process, an analysis was made on the distribution of stress, strain and wall thickness in both the inner and outer layers of the Y-shaped conduit.

The novel backward punch parallel to the main tube has been found to improve the distribution of wall thickness in Y-shaped tubes. By controlling the feeding ratio and modifying the loading path of the internal pressure, it is possible to obtain the optimal forming part of the double-layer Y-shaped tube. The comparison between the simulation and experimental results of the double-layer Y-shaped tube formed under the optimal path indicates that the error is within 5% and the distribution of wall thickness is consistent.

A novel backward punch technique is employed to control the hydroforming process in a Y-shaped tube. A study on hydroforming of double-layer Y-shaped tubes with asymmetric features and challenging forming conditions is being suggested.

The purpose of this paper is to discuss the relationship between psychological contract and knowledge sharing behavior in the enterprise system (ES) post-implementation stage. The fulfillment and obligation of psychological contract are proposed as antecedents of knowledge sharing behavior performed by client firms. Additionally, entrepreneurial orientation (EO) is considered a moderator in the relationship between psychological contract and knowledge sharing.

This study adopted the questionnaire survey to collect data from 132 client firms of a focal ES provider in the garment industry of China. Hierarchical regression analysis was used for data analysis.

Psychological contract fulfillment is negatively related to knowledge sharing, whereas the positive role of psychological contract obligation is supported. EOstrengthens the role of both psychological contract fulfillment and obligation in shaping knowledge sharing behavior of client firms.

This study adopts forward- and backward-looking approaches in decision making as a theoretical lens to investigate how to improve client firms’ knowledge sharing behavior through psychological contract. By figuring out the roles of psychological contract and EO in influencing knowledge sharing, this research benefits both vendor and client firms in maintaining sustainable collaboration and continuous improvement of ES projects.

COVID-19 disrupted the lives of consumers across the globe, and the retail sector has been one of the hardest hits. The impact of COVID-19 on consumers' retail choice behaviour and retailers' responses has been studied in detail through multiple lenses. Now that the effect of COVID-19 is abating, there is a need to consolidate the learnings during the lifecycle of COVID-19 and set the agenda for research post-COVID-19.

Scopus database was searched to cull out academic papers published between March 2020 and June 6, 2022, using keywords; shopping behaviour, retailing, consumer behaviour, and retail channel choice along with COVID-19 (171 journals, 357 articles). Bibliometric analysis followed by selective content analysis was conducted.

COVID-19 was a black swan event that impacted consumers' psychology, leading to reversible and irreversible changes in retail consumer behaviour worldwide. Research on changes in consumer behaviour and consumption patterns has been mapped to the different stages of the COVID-19 lifecycle. Relevant research questions and potential theoretical lenses have been proposed for further studies.

This paper collates, classifies and organizes the extant research in retail from the onset of the COVID-19 pandemic. It identifies three retail consumption themes: short-term, long-term reversible and long-term irreversible changes. Research agenda related to the retailer and consumer behaviour is identified; for each of the three categories, facilitating the extraction of pertinent research questions for post-COVID-19 studies.