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There are many safety hazards in construction workplaces, and inattention to the hazards is the main reason why construction workers failed to identify the hazards. Reasonably allocating attention during hazard identification is critical for construction workers’ safety. However, adverse working environments in job sites may undermine workers’ attention. Previous studies failed to investigate the impacts of environmental factors on attention allocation, which hinders taking appropriate measures to eliminate safety incidents when encountering adverse working environments. This study aims to examine the effects of workplace noise and heat exposure on workers’ attention allocation during construction hazard identification to fill the research gap.

This study applied an experimental study where a within-subject experiment was designed. Fifteen construction workers were invited to perform hazard identification tasks in panoramic virtual reality. They were exposed to three noise levels (60, 85 and 100 dBA) in four thermal conditions (26°C, 50% RH; 33°C, 50% RH; 30°C, 70% RH; 33°C, 70% RH). Their eye movements were recorded to indicate their attention allocation under each condition.

The results show that noise exposure reduced workers’ attention to hazardous areas and the impacts increased with the noise level. Heat exposure also reduced the attention, but it did not increase with the heat stress but with subjects’ thermal discomfort. The attention was impacted more by noise than heat exposure. Noise exposure in the hot climate should be more noteworthy because lower levels of noise would lead to significant changes. These visual characteristics led to poorer identification accuracy.

This study could extend the understanding of the relationship between adverse environmental factors and construction safety. Understanding the intrinsic reasons for workers' failed identification may also provide insights for the industry to enhance construction safety under adverse environments.

The overload of user-generated content in online mental health community makes the focus and resonance tendencies of the participating groups less clear. Thus, the purpose of this paper is to build an early identification mechanism for users' high attention content to promote early intervention and effective dissemination of professional medical guidance.

We decouple the identification mechanism from two processes: early feature combing and algorithmic model construction. Firstly, based on the differentiated needs and concerns of the participant groups, the multiple features of “information content + source users” are refined. Secondly, a multi-level fusion model is constructed for features processing. Specifically, Bidirectional Encoder Representation from Transformers (BERT)-Bi-directional Long-Short Term Memory (BiLSTM)-Linear are used to refine the semantic features, while Graph Attention Networks (GAT) is used to capture the entity attributes and relation features. Finally, the Convolutional Neural Network (CNN) is used to optimize the multi-level fusion features.

The results show that the ACC of the multi-level fusion model is 84.42%, F1 is 79.43% and R is 76.71%. Compared with other baseline models and single feature elements, the ACC and F1 values are improved to different degrees.

The originality of this paper lies in analyzing multiple features based on early stages and constructing a new multi-level fusion model for processing. Further, the study is valuable for the orientation of psychological patients' needs and early guidance of professional medical care.

The purpose of this study is to examine the role of retail investors’ green attention in promoting corporate environmental investments (EIs) using a communication sample on “Hudongyi” from 2011 to 2022.

In this paper, Python is used to capture data and text analysis techniques to obtain green attention information. In the word-matching process, words are matched in the target document one by one based on the preset dictionary and vocabulary rules. In addition to employing fixed effects, this study also incorporates instrumental variables using two-stage least squares (2SLS) estimation and applies the Heckman two-step method to verify the regression results.

First, this paper empirically examines the positive influence of retail investors’ green attention on EIs. Second, the findings show that retail investors’ green attention promotes EIs through decreasing principal-agent costs and principal-principal costs. Third, the results show that retail investor’s supervision effect is strengthened under the following three circumstances: executives with stronger green conception, corporations with less information asymmetry and areas with higher level of investor protection.

Our findings broaden the scope of prior research by exploring the impact of retail investor activism on nonfinancial outcomes, contributing to understanding the “black box” of how investor attention fosters EIs. Moreover, by leveraging the power of technology, retail investors have evolved from being the “silent majority” to being actively engaged. The internet has empowered retail investors by providing them with access to information and enabling them to exercise “voice” rights by appealing companies to engage in pro-environmental activities. Our study can provide useful suggestions for the green development of listed companies in China, as well as in other emerging countries.

Unlike other studies that focus on the deterrent effect and corporate financial outcomes of retail investors, we focus on the supervisory effect of retail investors and verify its role in driving EIs. This fills the knowledge gap in prior studies and contributes new insights to explain EIs and extends the understanding of retail investor activism.

Football stadiums, traditionally linked to local landmarks, now see a shift as corporate brands engage in naming rights through sponsorship. However, limited scholarly attention has focused on the perception of stadium toponyms. This research initiative aims to gauge attention garnered by football stadiums in Europe and China based on various naming rights options.

Commencing with a well-known European stadium: Allianz Arena (Munich) and new constructed stadium in China, the original naming rights have been proffered as stimuli, in comparison with two major technology brands as well as Coca-Cola, the historical sponsor of sport mega-events. A sample of 100 participants was analyzed using the eye-tracking technique to compare the perceptions of European and Chinese youth.

The conclusion drawn from the study is that for stadiums with a history of sponsorship, unedited versions of the pictures attract the most attention. Compared with technology brand, Coca-cola is the brand with the greatest ability to attract the attention of young people in both historical stadiums or new constructed stadium, acting as an impulse to the activation of the naming rights strategy due to its historical character as a sponsor of mega sporting events.

The research makes dual contributions, both theoretically and practically. It enhances comprehension of audience visual attention patterns in the context of football stadium naming rights sponsorship, employing cognitive attention theory to substantiate empirical evidence. Furthermore, it advances the existing literature on football stadium naming rights research. Additionally, it proposes an optimization tool to assess the effectiveness of naming rights sponsorships, offering valuable insights for companies and brands seeking to enhance their marketing strategies.

For many years it has been speculated that some learning and attention problems in children are related to underlying problems in neurological functioning. In fact, the IDEA (1997) definition of learning disabilities utilizes terminology that specifically includes neurological processes and conditions: Specific learning disabilities means a disorder in one or more of the basic psychological processes involved in understanding or in using language, spoken or written, which may manifest itself in an imperfect ability to listen, think, speak, read, write, spell, or do mathematical calculations. The term includes such conditions as perceptual handicaps, brain injury, minimal brain dysfunction, dyslexia, and developmental aphasia. The term does not include children who have learning problems which are primarily the result of visual, hearing, or motor handicaps, of mental retardation, or of environmental, cultural, or economic disadvantage.This chapter begins with a review of the role of neuroimaging in advancing an understanding of the basis and nature of learning and attention problems. The ever-increasing sophistication of neurodiagnostic technology has made it possible to obtain more precise information about neuroanatomical and neurophysiological bases of behavior, including learning and attention. Advances in technology have greatly increased the ability to study the functioning of the brain during the performance of relatively complex mental activities. With this advanced technology it is becoming increasingly possible to visualize normal and abnormal brain functioning, including important components of basic academic skills. The chapter includes a discussion of the recent evidence about the neurological basis of learning and attention problems.

This chapter first examines the role of attention in the garbage can model of decision making and compares it both to prior approaches in the Carnegie School tradition and the attention-based view of the firm. Both the garbage can model and the attention-based view rely on the same assumption, one that is rarely recognized nor understood – that organizational decision making is characterized by situated attention, where organizational participants vary across time and place in what they attend to. In the garbage can model, decision opportunities are the temporal contexts for situated attention; in the attention-based view, attention is situated in both time and place within the organization's communication channels. In the garbage can, situated attention is also shaped by the ecology of problems and opportunities competing for attention. The final part examines the determinants and consequences of tight versus loose coupling of channels in organizations and its effects on participants’ situated attention. Attention structures external to channels and the architecture of channel structures shape the degree of coupling found in organizations. In viewing coupling as a variable, the chapter suggests that a modified garbage can model, combined with an increased focus on situated attention, provides the foundations for a more general theory of nonroutine decision making.

Purpose – The marketing literature does not provide a satisfactory explanation for the role of consumer's attention in the process of how Country-of-Manufacture (COM) information influences consumer product evaluations. The research contributes to an improved understanding of this process by integrating the construct of “attention to Country-of-Manufacture” into the model and examining its relationship with the influence of COM.

Design/methodology/approach – Survey data are collected from American consumers aged 18 years and above. To test the research hypotheses, MANOVA and canonical correlation analysis are performed in analyzing the data.

Findings – COM has more influence on the attentive group (consumers consciously paying attention to the COM information on a product label), on their evaluations of abstract product attributes such as durability and reliability than it does on the inattentive group (consumers not paying conscious attention to such information). In contrast, COM's influences on evaluating concrete product attributes such as style, model, availability, and quality are all significantly related to involvement with COM, but not to attention.

Research limitations/implications – The product assessments sought from respondents are generally on “foreign” products. Future research needs to obtain product-specific evaluations within each product category in testing the model and see how the results may differ or not differ across product categories.

Practical implications – Marketers selling products with high performance in abstract attributes such as durability and reliability should increase consumers’ attention to the COM through effective product labeling.

Originality/value – This research identifies and empirically investigates the difference of COM effects on consumers’ product judgment between consumers who are attentive and the ones who are inattentive to COM information.

Empirical research demonstrates that category specialism is aligned with competitive success and that social actors indulging in perceptual violations of social codes are subjected to devaluations. Through category generalism, however, social actors may obtain access to diverse set of audience segments. This chapter investigates such a trade-off in the context of political ideologies – conceived here as composed of social codes and exposed to a discipline similar to that of market categories. A successful instance of repositioned identity is introduced and discussed: the case of the British Liberal Democrats Party during the post-WWII period. Particular attention is dedicated to the process of recombination of own and oppositional social codes. This strategy contributed to increase the audience attention received on each of the issues traditionally “owned” by the Liberal Democrats Party. Party level analyses suggest that the borrowed issues improved audience attention when they contributed to extend and clarify the ideological roots of the Liberal Party. The implications of this case study for current research on market categories are further discussed.

We examine how internal markets channel the limited attention of corporate headquarters (HQ) executives inside the multinational enterprise. In doing so, we desire to understand three related set of issues: First, why do some HQ executives invest more time and effort than others in the international marketplace? Second, what factors explain the attention that specific subsidiaries attract within the multinational system? Third, how does such attention relate to subsidiary performance? Unlike fully independent local companies, subsidiaries have fundamental ties to a corporate network that can contribute to the realization of local objectives or, on the contrary, restrict their scope of actions and hinder performance. By securing the attention they need from HQ, subsidiaries can achieve benefits that justify their association to the multinational network, without compromising the pursuit of local objectives.