High-rise buildings consume more energy and have greater environmental impacts, emphasising the need to adopt best practices during the design stage concerning BIM employment. However, despite strong support from the literature, little is known about the applications of BIM in high-rise buildings at the early design stage. Therefore, this paper aims to provide a holistic understanding of the current applications of BIM in high-rise buildings by analysing 60 studies. The findings identified seven research themes, including studies that used BIM for i) optimising building energy efficiency design; ii) collaborative design and planning; iii) life-cycle assessment; iv) designing net-zero energy buildings; v) integrating BIM with smart technologies for designing high-rise buildings; vi) cost analysis, and vii) structural design of high-rise buildings. Furthermore, this study highlights a number of challenges hindering the widespread application of BIM, alongside providing potential directions for the future development of BIM employment in high-rise buildings. 1. Background The recent report by International Energy Agency introduced the building sector as one of the main contributors to global energy consumption and carbon emissions in 2021 [1]. Based on this report, the total final energy use in buildings increased from 115 Exajoule in 2010 to approximately 135 Exajoule in 2021 worldwide [1]. This constitutes the overall shares of the building sector in global energy consumption and total carbon emissions of 30% and 27%, respectively [1]. This is largely driven by the increasing world population and its attendant effects on growing demands for energy, followed by improving access to energy in developing countries, greater ownership and use of energy-consuming appliances, and rapid migration to cities [1]. The energy consumption in the building sector is also expected to increase further in the next decades due to the growing world population. The United Nations projected that the world's population would increase by 2 billion in the next 30 years, e.g., from 7.7 billion to 9.7 billion by 2050, reaching nearly 11 billion by 2100 [2]. Therefore, the impending challenge would be the development of enough settlements in the next decades to accommodate the increasing world population. This may become even more serious for countries where land scarcity is already a pressuring challenge. In this regard, one of the viable measures to tackle this challenge is to construct high-rise buildings. Many descriptions have been presented to characterise high-rise or tall buildings [5,7]. In one of the well-established definitions given by the Council on Tall Buildings and Urban Habitat (CTBUH), high-rise buildings are defined as those with more than 14-storeys (or with heights over than 50 m and less than 300 m), while buildings with heights more than 300 m and 600 m are considered as "super-tall" and "mega-tall", respectively [3]. Amid the heated debates for reinforcing sustainable development and urban compactness, combined with the housing urgency and the arrival of new technologies, the interest for residing in high-rise buildings is increasing. Currently, approximately 36 million European households live in high-rise buildings, i.e., one in six of all households [8]. In Asia, Hong Kong and Singapore are distinguished by their high-rise public housing developments. Based on the data published by CTBUH, there are currently 6588 buildings with heights of more than 150 m; 2006 buildings with more than 200 m, and 204 buildings with over 300 m worldwide [9]. These buildings are constructed in over sixty countries. Among all, China has the highest 2 number of high-rise buildings in the world with more than 4100 buildings that are over 150 m, followed by the U.S., South Korea, and UAE (Fig. 1) [9]. With almost half of the world population living in urban areas, the unfolding trend is towards a more urban-style development with taller buildings being considered as an inevitable housing solution in the future. High-rise buildings are known to be more energy-consuming with greater environmental impacts. This is echoed in the findings of Stead-man [10] that investigated the carbon emissions and electricity use of 610 high-rise and low-rise office buildings in the UK. The findings revealed that high-rise buildings' electricity usage and carbon emissions were higher than low-rise buildings by two and a half times and two times, respectively. This is aligned with the findings of Godoy-Shimizu et al. [11] that analysed the association between operational energy use and the height of 611 office buildings in England and Wales. The results showed that increasing buildings' height from five storeys and below to 21 storeys and above led to increasing the mean intensity of electricity and fossil fuel usage by 137% and 42% respectively, while the mean carbon emissions can be more than doubled. The increase in energy use of high-rise buildings can be related to the higher exposure of high-rise buildings to lower temperatures, stronger winds and more solar exposure, as suggested by Godoy-Shimizu et al. [11]. The higher capacity of tall buildings for energy consumption underlines the need of adapting best practices during the design stage to minimise energy use and environmental impacts of high-rise buildings throughout the entire buildings' lifecycle. In this regard, building information modelling (BIM) is an auspicious approach that has appeared strongly over the recent decades to support decision-making during the design stage of project lifecycle [12,13]. The concept of BIM is an overarching term used to characterise various activities in object-oriented Computer-Aided Design (CAD), aiming to provide a better representation of geometric and non-geometric (e.g., functional) attributes of building elements as well as their associated relationships [12-14]. Adopting BIM in the architecture , engineering, and construction (AEC) industry has proven effective in enhancing inter-organisational collaborations while contributing to the bettering design, construction, and maintenance practices across the industry [12]. The initial utilisation of digital tools can be traced back to the 1970s when 2D designs were used to share architectural plans via CAD. Still, only in the early 2000s did the concept of BIM gain momentum [12]. The BIM models created possibilities for incorporating informational textures associated with objects (e.g., construction materials) into the functional designs developed by practitioners [4,12]. Nowadays, BIM is regarded as a promising solution to facilitate the management and integration of project information throughout the entire project lifecycle [12], thus assisting with optimising the use of design data for buildings' performance analysis and realising sustainable designs [15]. The definition of BIM may vary depending on the model's content, its application, and also the analysis set to be carried out. The U. S. national BIM standard comprehensively defines BIM as the process of developing digital models of a given facility aiming to visualise, and perform engineering analysis, conflict analysis, compliance code checking, cost engineering, as-built product, and budgeting [16]. In another definition, Smith and Tardif [17] defined BIM as a mechanism to transfer data into information with the purpose of generating knowledge that further enables users to make informed decisions. Sackey et al. [18] described BIM as a socio-technical system due to its characteristics which are composed of both technical dimensions such as 3D modelling, and aspects with social impacts such as process re-engineering. Therefore, BIM is a multi-layered concept providing a shared data repository that can effectively support decision-making throughout the project lifecycle. This study aims to explore the current applications of BIM during the early stages of building design, looking closely at the current exploitations of this approach for the delivery of high-rise buildings.