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Secret consumption refers to consumption of a product in a private situation, with the intent or behavior of hiding the consumption from others. This study contributes to the secret consumption literature by identifying the antecedents of secret consumption along with the explaining mechanism and boundary condition.

An online study with experiment design was conducted to examine the impact of extroversion/introversion, self-presentation and product scarcity on secrete consumption.

The results show that consumer extraverted disposition and the self-presentation motive negatively influence secret consumption intention and suggest this relationship is explained by the self-presentation need. The findings also revealed that perceived product scarcity attenuated the negative impact of extraversion and self-presentation on secret consumption intention.

The findings provide interesting insights into advertising and retailing. In recognizing that secret consumption is a prevalent phenomenon in consumer behavior that may improve actual consumer product evaluation and preference, retailers or brand managers may encourage consumers to consume secretly.

This empirical study is a first attempt to explore the antecedents, mediating mechanism and boundary condition of consumer intention to engage in secrete consumption. The findings of the study provide important implication to theoretical development and managerial applications in advertising and retailing.

This study intends to explore the opportunities and roles of Macao's universities in the education and training development of Hengqin under the General Plan of the Development of the Guangdong–Macao In-Depth Cooperation Zone in Hengqin promulgated in August 2021.

This study is intended to analyze the role of Macao’ universities in Hengqin development, based on data collected through interviewing with dozens of scholars and government officials from Macao and Hengqin, and government reports, news reports and other relevant data.

The General Plan provides Macao's universities with opportunities to develop education and training in Hengqin. On the one hand, Hengqin can be the locus of Macao's tertiary education diversification; Macao's universities can jointly establish technological research institutions and set up postdoctoral research centers and university branches to enroll master's and doctoral students from Mainland China. On the other hand, Macao's universities can set up a branch of professional training and open training courses in Hengqin. These efforts are designed to promote technological innovation and cultural diffusion in Macao.

This study analyses the potential role of Macao's universities in developing education and training in Hengqin since the central policy was announced last August. This study will be of interest to scholars as well as policymakers.

Although various concepts and techniques are introduced to the built environment to achieve a substantially efficient building production, the effective application of these methods in projects is of immense significance to the field of building construction. Among these initiatives, lean construction and building information modelling (BIM) are mainstream endeavours that share many common principles to improve the productivity of the built environment. This study aims to explore and explain how BIM-based integrated data management (IDM) facilitates the achievement of leanness in a built environment project.

This research is conducted through an ethnographic-action research that relies on the design-science approach and case study through a collaborative research project. As participants of the project, the researchers of this study cooperate with the practitioners to design the project approach and production workflows. Research data and evidence are obtained via participative observation, including direct observation, results of activities, unstructured meetings and self-analysis.

In this study, the project and production perspectives clarify the building design and production process, as well as analyse how BIM facilitates the achievement of leanness in building design and construction. BIM-based frameworks for IDM have been developed to handle miscellaneous information and data, as well as enhance multidisciplinary collaboration throughout the project life cycle. The role of the integrated BIM model as an information hub between the building design and building construction has been identified.

The project and production views of building and construction are used in this study because the research purpose is to link the BIM-based IDM to lean construction. Although this mixed approach can slightly undermine the theoretical foundation of this study, a substantially comprehensive understanding can be gained as well.

This study provides a new perspective to understand how BIM-based IDM contributes to lean construction.

This study provides new insights into IDM in a built environment project with project and production views and presents BIM-based frameworks for IDM to achieve lean construction through the BIM process.

This study proposes an approach to solve the fundamental problem in using query-based methods (i.e. searching engines and patent retrieval tools) to screen patents of information and communication technology in construction (ICTC). The fundamental problem is that ICTC incorporates various techniques and thus cannot be simply represented by man-made queries. To investigate this concern, this study develops a binary classifier by utilizing deep learning and NLP techniques to automatically identify whether a patent is relevant to ICTC, thus accurately screening a corpus of ICTC patents.

This study employs NLP techniques to convert the textual data of patents into numerical vectors. Then, a supervised deep learning model is developed to learn the relations between the input vectors and outputs.

The validation results indicate that (1) the proposed approach has a better performance in screening ICTC patents than traditional machine learning methods; (2) besides the United States Patent and Trademark Office (USPTO) that provides structured and well-written patents, the approach could also accurately screen patents form Derwent Innovations Index (DIX), in which patents are written in different genres.

This study contributes a specific collection for ICTC patents, which is not provided by the patent offices.

The proposed approach contributes an alternative manner in gathering a corpus of patents for domains like ICTC that neither exists as a searchable classification in patent offices, nor is accurately represented by man-made queries.

A deep learning model with two layers of neurons is developed to learn the non-linear relations between the input features and outputs providing better performance than traditional machine learning models. This study uses advanced NLP techniques lemmatization and part-of-speech POS to process textual data of ICTC patents. This study contributes specific collection for ICTC patents which is not provided by the patent offices.

This study initiated an investigation of how the Macau–Zhuhai tourism cooperated and discussed how Macau and Zhuhai could join hands to develop tourism in the region. The study demonstrated an approach for destination marketing organizations to explore online tourist-generated content and to understand tourists' perceptions of the destination image (DI).

A total of 1,291,057 reviews (535,317 for Macau and 755,740 for Zhuhai) were collected, analyzed and examined to determine how the DI s of Macau and Zhuhai changed during the period of 2015–2019 based on tourist-generated content on travel websites (TripAdvisor, Ctrip.com and Qyer.com) through a text-mining approach.

The result revealed that Macau and Zhuhai were in a hybrid of competition and collaboration on tourism DI s. First, Macau and Zhuhai competed in hotel and catering industry. Macau was appealing to international tourists and provided high-end and prestigious offerings; while Zhuhai was impressed by cost-effective accommodation and food. Second, Macau diversified industrial structure with diverse “Tourism, Leisure and Recreation” and “Culture, History and Art” more than Zhuhai did. Meanwhile, Macau should balance the different demands of international and Chinese tourists. Third, complementary potentials were found in natural resources, urbanization technology and tourism innovation and related projects.

The research provides valuable insights for policymakers and industrial managers on their endeavors to develop DIs. Policymakers should be able to develop supportive mechanisms and tourism facilitators to promote industrial collaboration and mutual DIs. Managers could refer to the components in the changing DIs and identify the developmental gaps and cooperation potentials in their targeted areas.

The research fulfills the gap in regional tourism studies on Macau, in which the evaluation on synergetic influence and neighbor effect from Zhuhai has been underexplored. Facilitated by up-to-date data mining techniques, the study contributes to both DI and coopetition literature in tourism marketing; and this should inspire further studies on the antecedences of DI changes, resolutions to the competing interests and DIs of different stakeholders in different forms of strategic cooperation in regional tourism. The employment of DIs is an explicit demonstration of tourists' immersion and values attached to the destination, providing effective cues on the status of coopetition.

This study intends to explore the configuration that affects the active degree of written questions in the Macau Legislative Assembly.

This study takes the members elected by the sixth Legislative Assembly of Macau as samples and uses the fuzzy set qualitative comparative analysis method. Five conditional factors are discussed, including multiple concurrent factors and complex causal mechanisms, which lead to the difference in the active degree of written questions.

The main conclusions are as follows: (1) Not Serving in the government is a necessary condition for a high active degree of the written question, and (2) The driving mechanism of a high active degree of written question can be divided into two paths. Among them, direct election into the Legislative Assembly is the crucial factor.

Traditional research mainly uses quantitative research methods. This study uses qualitative comparative analysis (QCA), which is a hybrid method designed to bridge the qualitative (case-oriented) and quantitative (variable-oriented) research gap.

The purpose of this paper is to utilize the theory of global city, as advanced by Saskia Sassen and other scholars, to explore the relationships between global capital and social polarization in the newly‐established Macao Special Administrative Region (MSAR).

This paper will give a picture of economic growth and its impacts to budgetary surplus, as well as the labour market in MSAR, by extracting statistical data from the Macao’s Yearbook of Statistics 2010 published by the government.

This paper demonstrates the powerful explanation of the global city theory in examining: the causes and consequences of the global casino capital in remodelling the MSAR’s economy and society; and the positive response of the MSAR government in dealing with the emerging problems under the patronage of the Central Government in Beijing.

To extend the application of the Global City Theory to the MSAR, that was created upon retrocession of sovereignty to The People’s Republic of China in 1999, the MSAR government has adopted the liberalization policy of gaming and thus allowed global casino capital to channel into the city‐state since 2002.

The paper will help readers to understand the social conflicts and governance problems in the MSAR, as caused by the global casino capital.

This paper aims to analyze how a real-time COVID-19 pandemic is impacting Macao’s hospitality industry, and illustrates why lessons from COVID-19 are an opportunity for further development for the city.

This case study highlights local government and hospitality industry responses to a real-time crisis. Academic studies, media news and reports have been collected to illustrate why the Macao’s response to the COVID-19 pandemic could be taken as a city case study example. Previous crisis experience provided guidance to Macao’s success in this pandemic.

Macao has succeeded in managing the adverse effects of COVID-19, illustrating the coexistence of challenges and opportunities from experiencing the epidemic. With no COVID-19 cases in the city, cross-border tourism with China resumed in September. Macao is undeniably over reliant on the gambling industry to provide tax income and employment, creating an unbalanced industrial structure. However, the Chinese and Macao Governments, the hospitality industry and other stakeholders, have presented high levels of engagement, unity and rational courses of action during the pandemic. This paper examines Macao’s two orientations – intra and post-coronavirus – which are shown to be instrumental in the city’s future tourism development.

As the paper is Macao-specific, some generalization may not be applicable. The lessons and strategies proposed in the paper may only be theoretically and temporarily workable in this real-time situation. However, as COVID-19 will remain for some time globally, the efficacy of the findings justifies further ongoing analysis and application beyond Macao.

The case offers a first-hand analysis on the governance of Macao to negate the impacts of COVID-19, enabling a comprehensive review on the practices and policies that were effective during the virus outbreak. There is reference for researchers and practitioners in the public policy domain, and particularly in the area of crisis management and destination resilience. The result is worthy of future exploration on how the mechanism of centralized government facilitates risk management, and the rebuilding of a tourism economy in a crisis context, comparing this to other national systems.

This paper examines the correlation between university discipline and industrial structure in the context of the integration and development of the Guangdong-Hong Kong-Macau Greater Bay Area (hereinafter the Greater Bay Area). It aims to determine the industrial structure deviation, and further identify human resource shortages and complementarity through the lens of the university discipline layout in the three regions of the Greater Bay Area, namely, the nine mainland Guangdong cities in the Pearl River Delta, Hong Kong, and Macau.

The paper takes a quantitative Pearson correlation approach to determine the magnitude and strength of the relationship between regional university discipline and industrial structure in the Greater Bay Area, using predictor variables of percentage of compositions of GDP by sector to manifest the industrial structure and criterion variables of percentage of compositions of university enrollments by an academic program to represent the university discipline layout.

The most significant empirical result suggests that industrial structure deviation exists in the secondary industries of both Guangdong and Hong Kong. This indicates the complementarity between regions of the Greater Bay Area: the number of science and engineering talents graduating from the universities in Hong Kong exceeds the demands of Hong Kong’s local needs, while the science and engineering talents cultivated by universities in Guangdong cannot satisfy the needs of its secondary industries. However, the cities of Guangdong are not the primary choice of most Hong Kong graduates (Zhaopin, 2019).

There have been previous empirical studies dealing with the correlation between Chinese higher education discipline layout and industrial structure at the national level. There have been more case analyses at the provincial level, and some studies have used a comparative lens to find implications for the Chinese transformation. However, few studies have examined the correlation between higher education discipline layout and industrial structure in the context of the Greater Bay Area, with its emphasis on regional synergy and the distinction of “one country, two systems, and three tariff zones.” Based on its empirical findings, this study calls for a talent ecosystem that is beneficial for talent flow, talent sharing, and talent cultivation in a complementary manner.

Urban planning is the blueprint for the development of urban construction and the basis for management of a city. The urban planning of China’s high-speed modernization has encountered many bottlenecks, and the gap between the daily living needs of residents and the urban planning objectives has attracted particular attention. Harmonious development between man and nature is necessary to build a harmonious society, and urban planning that is close to the needs of residents and more humanized has become the main goal of urbanization. In this paper, urban planning of Zhuhai City was studied for one year. Zhuhai focuses on building transport hub, industrial layout, and urban development in three major patterns. Many problems in the planning and management of Zhuhai City were encountered in the past, because the plans are only heavy concepts that ignore implementation and lack of comprehensive survey. Based on the concept of communication planning, the main features of the public participation in the urban planning model through modern mass media may be suitable for achieving the objectives and satisfying public needs. Urban planning and decision-making in Zhuhai City in recent years are evaluated by SWOT method. Future plans of Zhuhai City are discussed.