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The prevalence of independent contractors in the US workforce is growing. This research examines the social environment and career outcomes of labor and employment arbitrators, a unique profession of high-skilled and high-status independent contractors who play a significant role in facilitating organizational justice. Previous research has focused on the employment relationships that independent contractors have with hiring organizations and the characteristics of individuals who become independent contractors; however, little attention has been given to how relational factors influence the career outcomes of high-skilled independent contractors or how such influences differ by gender. Building upon theories of social networks and unequal network returns (UNR), our study investigates the informal social relationships among arbitrators, the association between interpersonal relationship patterns and arbitrators’ career success, and how these associations vary based on gender.

A social network survey is used to collect the social networks, attitudes and fee information of 407 labor and employment arbitrators working in North America. A multi-level regression analysis was used to examine the proposed relationships among social networks, gender and career outcomes of the arbitrators.

We discovered that occupying a central position within advice networks is positively associated with occupational satisfaction. On the other hand, having strong ties is associated with achieving high employment arbitration fees. Notably, we found that the advantages of strong ties for arbitration fees are comparatively weak for female arbitrators relative to their male counterparts.

This research examines the relationship between social networks and career outcomes for independent contractors in the unique context of arbitrators. It further highlights inequalities experienced by female arbitrators in a male-dominated profession where their social networks offer fewer rewards relative to their male counterparts.

The purpose of this paper is to identify men’s clothing market segments based on store types and generational cohorts and the retail attributes.

A total of 2,808 US male consumer data from Predictive Analytics survey were analyzed with correspondence analysis (CA) (to identify segments based on store types and generations), general linear model (GLM) (to determine what retail attributes were important to target each segment) and a Rasch tree model (to test items of each factor in their relative importance).

The CA produced three segments: Segment 1 (Gen Y male consumers who frequently shop at specialty stores), Segment 2 (Gen X males who frequently shop at discount stores and online stores) and Segment 3 (Baby Boomers and Seniors who frequently shop at department stores). GLM shows that fundamentals were important to all segments; experiential was most important to Segment 1, while promotion was most important to Segment 3. Rasch tree analysis provided specific information on retail attributes for each store type and each generation.

Future research could employ both the importance and performance of retail attributes that are measured on a rating scale to understand consumers’ attitudes toward each retail format.

This study provided men’s clothing retailers with current insights into the male consumer segments based upon generational cohorts and store types from which they can better develop appropriate positioning strategies to satisfy the needs of each segment.

This study addressed the men’s clothing market, a growing but largely ignored market in the clothing industry and the retail literature.

The purpose of this study was to compare South Korean female executives’ definitions of career success with those of male executives, identify their career development strategies for success and provide implications for research and practice. Two research questions guiding our inquiry included: How do female executives’ definitions of career success differ from those of male executives? What career development strategies do male and female executives use for career success?

A basic qualitative research design was used and semi-structured interviews were conducted with 15 male executives and 15 female executives in diverse corporations by using an interview protocol of 13 questions regarding participants’ background, definitions of career success and final thoughts. To analyze the interview data, we used both NVivo 11 and a manual coding method.

Gender differences were detected in the participants’ definitions of career success and success factors. As previous studies indicated, male and female executives had different perspectives on career success: men tended to define career success more objectively than women. Many male executives, through experiencing transforming changes in their careers, began to appreciate work–life balance and personal happiness from success. Gender differences were also detected in their career development challenges, meanings of mentors and networking activities. While work stress surfaced as a challenge that men faced, experiencing the token status in the gendered workplace was a major challenge for female participants.

In this study, three research agendas are presented, needing further investigation on career success, women’s token status and comparative analyses.

Three implications for practice have been provided, including organizational support, government’s role and HRD’s role.

Gender differences in this study were not as distinctive as previous literature has indicated. Some male executives valued more subjective career success than others, while a few female executives spoke of more objective definitions than others. These subtle differences could be captured through in-depth interviews. By hearing the participants’ stories, both objective and subjective definitions of success, for both genders, could be observed, which might not have been possible in quantitative research. In addition, the study findings reflect the nature of a uniquely Korean context. The participants worked in a Confucian and military culture, which operates in hierarchical structures and the command and control system, coupled with a heightened camaraderie spirit in the workplace.

Sports ethics is a growing concern in Korean society, marked by recent revelations of unethical behavior in sports ranging from doping and match-fixing to violence and abuse of power. These incidents prompt critical reflections on the state of sports ethics in Korea and the need for reforms. Key challenges are the intense pressure to win in Korean sports culture, often leading to a focus on short-term success over ethical considerations, and the lack of transparency and accountability in Korean sports organizations. Numerous instances of corruption and abuse of power within these organizations have been reported, which have contributed to a lack of trust among the public. This study examines these challenges and social contexts of sports ethics discourse in Korean society, aiming to provide valuable insights for fostering a more ethical and inclusive sports culture.

Textual information about restaurants, such as online reviews and food categories, is essential for consumer purchase decisions. However, previous restaurant recommendation studies have failed to use textual information containing essential information for predicting consumer preferences effectively. This study aims to propose a novel restaurant recommendation model to effectively estimate the assessment behaviors of consumers for multiple restaurant attributes.

The authors collected 1,206,587 reviews from 25,369 consumers of 46,613 restaurants from Yelp.com. Using these data, the authors generated a consumer preference vector by combining consumer identity and online consumer reviews. Thereafter, the authors combined the restaurant identity and food categories to generate a restaurant information vector. Finally, the nonlinear interaction between the consumer preference and restaurant information vectors was learned by considering the restaurant attribute vector.

This study found that the proposed recommendation model exhibited excellent performance compared with state-of-the-art models, suggesting that combining various textual information on consumers and restaurants is a fundamental factor in determining consumer preference predictions.

To the best of the authors’ knowledge, this is the first study to develop a personalized restaurant recommendation model using textual information from real-world online restaurant platforms. This study also presents deep learning mechanisms that outperform the recommendation performance of state-of-the-art models. The results of this study can reduce the cost of exploring consumers and support effective purchasing decisions.

关于餐厅的文本信息, 如在线评论和食品分类, 对于消费者的购买决策产生至关重要。然而, 先前的餐厅推荐研究未能有效利这些文本信息去预测消费者喜好。本研究提出了一种新颖的餐厅推荐模型, 以有效估计消费者对多个餐厅属性的评估行为。

我们从 Yelp.com 收集了来自25,369名消费者对 46,613 家餐厅的 1,206,587 条评论。利用这些数据, 我们通过结合消费者身份和在线消费者评论生成了消费者偏好向量。然后, 我们结合了餐厅身份和食品分类来生成餐厅信息向量。最后, 考虑到餐厅属性向量, 本研究调查了消费者偏好和餐厅信息向量之间的非线性交互关系。

我们发现, 所提出的推荐模型相比于之前最先进的模型表现出更优秀的性能, 这表明结合消费者和餐厅的各种文本信息是预测消费者喜好的基本因素。

据我们所知, 这是第一项利用来自真实在线餐厅平台的文本信息开发个性化餐厅推荐模型的研究。本研究还提出了胜过最先进模型的深度学习机制。本研究的结果可以降低探索消费者行为的成本并支持有效的购买决策。

The purpose of this study is to investigate the relationships among determinant (ease of use), extrinsic (usefulness) and intrinsic motivations (enjoyment), attachment and usage intention regarding seniors’ use of mobile devices for tourism. In addition, this study examines the moderating role of knowledge in these relationships.

The researchers collected data via online surveys to reach the target population of this study, 55 years and older adults who had used mobile devices for tourism. The researchers used the partial least squares approach for this study.

The results reveal that ease of use has significant effects on extrinsic and intrinsic motivations. The motivations of usefulness and enjoyment significantly affect attachment, which, in turn, influences usage intention. The relationships between ease of use and usefulness, ease of use and enjoyment and enjoyment and attachment were stronger for the high-knowledge group than for the low-knowledge group. The relationship between usefulness and attachment was stronger for the low-knowledge group than for the high-knowledge group.

The findings of this study provide compelling implications for academics and practitioners in the senior tourism field.

The compelling insight of this study is the development of a research model that combines an emergent construct of attachment as a mediator and knowledge of technology as a moderator.

This paper aims to determine the extent to which employees’ experiences of acoustic comfort, well-being and productivity in open-plan offices are determined by specific characteristics (including demographic information, task characteristics, and personality traits).

A questionnaire was distributed to the occupants of three open-plan office sites and was completed by 166 employees in total.

The results indicated that acoustic comfort in open-plan offices is largely determined by noise sensitivity. Higher noise sensitivity was associated with more negative ratings of acoustical quality, more perceived disturbance by speech and more difficulties in concentration. More negative experiences were also reported by employees with lower interactivity with colleagues.

There is significant inter-individual variability in experiences of acoustic comfort, well-being and productivity in open-plan offices. As such, workplace practitioners should consider acoustic and behavioural solutions for introducing a greater diversity of functional workspaces within the office, so that employees can choose the most suitable working area for their requirements.

Whereas the majority of past acoustics research has been laboratory-based, this study is conducted in real office environments with a representative sample of knowledge workers.

The purpose of this paper is to analyse the effect of the National Pension Scheme (NPS) on the economic well-being of older people in South Korea.

It analyses older people aged 60 and over sampled from the third wave of the Korean retirement and income study.

The analysis shows a gendered effect. The NPS is positively associated with the economic well-being of only older men. This gendered impact is probably attributable to the inherent patriarchal structure of the NPS that is based on the strong male bread-winner model.

The results suggest that promoting the female labour market participation, and also reforming the gender structure of the NPS and South Korean labour market, can be a potential policy option to amend gendered economic well-being in later life.

Adopting more sustainable and social-oriented perspectives is crucial for the emergence of the so-called humane entrepreneurial ecosystems (HEEs), the last ones supporting the improvement of both economic, environmental and social wealth. Entrepreneurs act as keystone players in each entrepreneurial ecosystem, thus the emergence of Humane Entrepreneurship (HumEnt) is crucial in shaping HEEs. Given the role of culture in affecting HumEnt, the relationships between Humane Orientation (HO) – as defined in the GLOBE project – and the basic components of Humane Entrepreneurship (HumEnt) were, particularly, explored in a selected sample of countries. Both Intellectual Capital (IC) and knowledge management (KM) perspectives were adopted in pursuing the research goal.

The study approaches this by the mean of the Ward method with Euclidean squared distance and the k-means method. The GLOBE project, the Global Entrepreneurship Monitor (GEM), the Environmental Performance Index (EPI) and the International Social Survey Program (ISSP) were used as data sources. Correlations between HO “as is” scores and each components of HumEnt were checked for the world sample (N = 36), as well as for the groups of innovation-driven countries (N = 17) and European countries (N = 14).

Research results show a conditional confirmation of the developed hypotheses, depending on countries cultural levels of HO, with a moderating role exercised by the economic development on the relationship between culture and HumEnt.

Given the increasing pressure of fundamental societal challenges, such as climate change, poverty and increasing inequality within and between countries intensified by pandemic (UN report, 2021), integrating the more traditional approaches to profit seeking with the more sustainable and human-centric perspective is a priority for both scholars and society at large. Previous researches do not provide explanation about the contextual factors responsible for the emergence of more humane-oriented entrepreneurial ecosystems, especially when referring to culture. This article broadens our understanding about the reason why both HumEntr and HEEs differently arise and develop in different cultural contexts.