Urban Land Use and Value in the Digital Economy: A Scoping Review of Disrupted Activities, Behaviours, and Mobility
Abstract
1. Introduction
2. Literature Background
2.1. The Digital Economy and Urban Activities
2.2. Digital Economy and Human Behaviour
2.3. Digital Economy and Urban Mobility
3. Research Design
3.1. Methodological Approach
3.2. Literature Search Strategy
3.3. Data Extraction Process
- Bibliographic details (author(s), year, title, journal, country/region);
- Study characteristics (research method, study design, sample size);
- Key findings related to digital economy disruptions;
- Specific impacts on urban activities, behaviours, or mobility;
- Implications for land use patterns and land value;
- Theoretical frameworks or models employed;
- Geographic context and scope of application.
3.4. Outcomes and Variables
3.5. Quality Assessment and Risk of Bias
3.6. Data Analysis and Synthesis Methods
3.6.1. Bibliometric Analysis
3.6.2. Thematic Analysis
4. Analysis and Results
4.1. Study Characteristics
- Technology-focused studies (n = 89): Papers examining smart city technologies, IoT implementations, or digital infrastructure without explicit analysis of land use or land value implications;
- Macro-economic analyses (n = 34): Studies investigating digital economy impacts at national or global scales without urban-specific insights;
- Purely technical papers (n = 28): Research on digital platform architectures, algorithms, or software development lacking a connection to urban spatial dynamics;
- Single-sector studies (n = 22): Investigations limited to one industry (e.g., fintech, edtech) without broader urban implications;
- Policy documents and grey literature (n = 15): Government reports and white papers that did not meet peer-review criteria.
4.2. Bibliometric Analysis
4.2.1. Keyword Co-Occurrence Analysis
4.2.2. Term Co-Occurrence Analysis
4.3. Thematic Synthesis
4.3.1. Urban Activity Transformations
Key Insights on Urban Activity Disruption:
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Critical Findings:
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Policy Implications:
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4.3.2. Behavioural Shifts in Digital Cities
Key Insights on Urban Behaviour Disruption:
|
Critical Findings:
|
Policy Implications:
|
4.3.3. Mobility System Reconfigurations
Key Insights on Urban Mobility Disruption:
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Critical Findings:
|
Policy Implications:
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4.4. Understanding Digital Disruption Pathways and Impacts
5. Discussion
5.1. Bibliometric Insights
5.2. Emerging Trends and Patterns
5.2.1. Digital Decoupling of Land Value from Proximity
5.2.2. Platform-Mediated Urban Governance
5.2.3. Hybridization of Physical-Digital Spaces
5.2.4. Uneven Spatial Impacts and Digital Divides
5.3. Theoretical Contributions
5.3.1. The Digital Decoupling Framework
5.3.2. Platform Urbanism Theory
5.3.3. Phygital Value Framework
5.4. Recent Developments and Emerging Studies
5.5. Geographic Variations in Digital Economy Impacts
5.6. Limitations
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
Author | Year | Title | Journal | Method | Finding | Reframe the Use and Value of Urban Form | Region |
---|---|---|---|---|---|---|---|
Audouin and Neves [72] | 2017 | What Regulations for ICT-Based Mobility Services in Urban Transportation Systems? The Cases of Ride-Booking Regulation in São Paulo and Rio de Janeiro | Urban Transport | Case study | Integrating ride-booking services with public transport. | Enhance the efficiency and sustainability of urban mobility. | Brazil |
Allam and Newman [75] | 2018 | Redefining the Smart City: Culture, Metabolism and Governance | Smart Cities | Literature review | Smart City initiatives often focus on technology and corporate branding, neglecting cultural and historical contexts. | Promotes the preservation and enhancement of urban identity and history. | Australia |
Caprotti and Cowley [69] | 2019 | Varieties of smart urbanism in the UK: Discursive logics, the state and local urban context | Trans Inst Br Geogr | Thematic review | Smart-city strategies often invoke crisis to justify technological and policy interventions. | Highlights the need for resilient and adaptive urban forms. | UK |
Lee et al. [68] | 2020 | Mapping Platform Urbanism: Charting the Nuance of the Platform Pivot | Urban Planning | Landscape scan | The growth of markets for smart city products, primarily driven by corporate actors. | Limits the availability of alternatives and raises concerns about the influence of corporate interests on urban governance. | Australia |
Rose et al. [71] | 2020 | Platform Urbanism, Smartphone Applications and Valuing Data in a Smart City | Trans Inst Br Geogr | Interviews | Data generated by the apps were intended to create various forms of value beyond financial profit. | Smart city initiatives can generate multiple forms of value. | UK |
Söderström and Mermet [83] | 2020 | When Airbnb Sits in the Control Room: Platform Urbanism as Actually Existing Smart Urbanism in Reykjavík | Frontiers in Sustainable Cities | Case study | Neighbourhoods with high concentrations of Airbnb listings have experienced changes in their demographic features, retail structures, and local sense of place. | The integration of short-term rentals into residential neighbourhoods blur the boundaries between residential and commercial uses of urban space. | Iceland |
Busch et al. [76] | 2021 | Digital Urban Production: How Does Industry 4.0 Reconfigure Productive Value Creation in Urban Contexts? | Regional Studies | Multiple case study | Urban areas offer a pool of highly skilled workers with the necessary technical and digital skills. | Underscores the value of urban areas as centres of knowledge, innovation, and skilled labour. | Germany |
Elwood [67] | 2021 | Digital geographies, feminist relationality, Black and queer code studies: Thriving otherwise | Progress in Human Geography | Theoretical and analytical approach | Digital urbanism mediates for precarity and racialised inequalities. | Highlight the potential for urban spaces to be re-mediated for collective wellbeing and mutual support. | USA |
Hodson and McMeekin [73] | 2021 | Global technology companies and the politics of urban socio-technical imaginaries in the digital age: Processual proxies, Trojan horses and global beachheads | EPA: Economy and Space | Case study | Sidewalk Labs (SLs) project: a new model of private digital governance that could be circulated globally. | Highlights the potential for global dissemination of urban governance practices. | UK |
McGuirk et al. [63] | 2021 | Municipal Statecraft for the Smart City: Retooling the Smart Entrepreneurial City? | EPA: Economy and Space | Interviews | Municipalities engaged in diverse activities to build public legitimacy for smart city governance. | Municipalities are not merely reactive enablers of smart city initiatives but are actively shaping and directing smart city trajectories. | Australia |
Sadowski [70] | 2021 | Who owns the future city? Phases of technological urbanism and shifts in sovereignty | Urban Studies | Critical commentary | Phases of technological urbanism: different degrees of control over urban governance, services, and space. | The rise of platform urbanism changes the economic landscape of cities. | Australia |
Wang [65] | 2021 | Development Trend of Urban Design in ‘Digital Age’: Pan-dimensionality and Individual-Ubiquity | Front. Struct. Civ. Eng | Literature review | Urban development is moving from a three-dimensional city to a pan-dimensional digital city. | Urban spaces are no longer static but dynamic and multi-dimensional. | China |
Allam et al. [2] | 2022 | The Metaverse as a Virtual Form of Smart Cities: Opportunities and Challenges for Environmental, Economic, and Social Sustainability in Urban Futures | Smart Cities | Literature review | The Metaverse can reduce the need for physical infrastructure and promoting virtual interactions. | Optimise resource use and reduce environmental impact. | Australia |
Ouda and Aziz [82] | 2022 | Digital Placemaking: Perceiving Meaningful Spaces Through the Digital Environment | Contingency planning of adaptive urbanism | Comparative analysis | Digital placemaking practices have successfully created a sense of place, belonging, and community engagement. | Transforming public spaces into interactive and engaging environments. | Egypt |
Santos et al. [78] | 2022 | Determinants of e-inclusion and digital inequality in the use of urban mobility applications in mobility | Research, Society and Development | Mixed method | Income was found to be a significant factor in digital inclusion and digital inequality. | The significant influence of income on digital inclusion suggests the need for targeted interventions to support lower-income groups. | Brazil |
Tang et al. [79] | 2022 | Does the Digital Economy Improve Urban Tourism Development? An Examination of the Chinese Case | Sustainability | Benchmark regression model, panel threshold model (PTM), and spatial Durbin model (SDM) | The digital economy improves connectivity and accessibility. | There are positive spatial spillover effects, meaning the digital economy in one city can positively influence tourism development in neighbouring cities. | China |
Basaraba [81] | 2023 | The emergence of creative and digital place-making: A scoping review across disciplines | New Media & Society | Scoping review | Digital place-making: engaging the public in co-creation processes. | Not only boosts tourism but also fosters a sense of community and belonging among residents. | The Netherlands |
Carpentiere et al. [64] | 2023 | Innovative Business Models for the Future Smart City | Proceedings of Science and Technology | Multiple case study | Helps users find parking, reduces unnecessary driving, and offers real-time data. | Focus on user-centric solutions improves the quality of life and encourages citizen engagement. | Italy |
Shi et al [77] | 2023 | Digital Economy, Technological Innovation and Urban Resilience | Sustainability | Regression model | The digital economy exhibits positive spatial spillover effects on urban resilience. | Cities should work together to leverage the benefits of the digital economy. | China |
Hodson et al. [74] | 2024 | How have digital mobility platforms responded to COVID-19 and why does this matter for ‘the urban | Urban Studies | Critical review and database analysis | Growth of platforms supporting homeworking, home entertainment, and rapid delivery services, reconstituting the home as a bio-secure site. | The rise of homeworking and delivery platforms is decentralising economic activity, disrupting the traditional urban agglomeration model. | UK |
Kırdar and Çağdaş [80] | 2024 | Digital Participatory Model as Part of a Data-Driven Decision Support System for Urban Vibrancy | Urban Planning | Survey | High likability areas are associated with cultural landmarks, urban greening, and scenic vistas. | The image value of place, defined through likability and likability features. | Turkey |
Yeo [66] | 2024 | Negotiating Digital Urban Futures: The Limits and Possibilities of Future-Making in Singapore | Trans Inst Br Geogr | Ethnographic fieldwork | Urban dwellers employ various tactics to negotiate digital urban futures. | Demonstrating that urban futures are not entirely predetermined. | Singapore |
Author | Year | Title | Journal | Method | Finding | Reframe the Use and Value of Urban Form | Region |
---|---|---|---|---|---|---|---|
Petković et al. [99] | 2018 | Digital Economy and (Non) Incremental Changes in Tourism and Retail Business Model | Ekonomika | Comparative analysis | Led to the development of personalised and experience-based tourism services. | Creates new economic opportunities within urban areas particularly in sectors like tourism and retail. | Serbia |
Gillpatrick [89] | 2019 | The Digital Transformation of Marketing: Impact on Marketing Practice & Markets | Economics | Literature review | Three waves of digital disruption: unbundling, disintermediation, and decoupling. | Shifts the focus from traditional manufacturing to service-oriented and tech-driven industries. | Europe |
Gillpatrick et al. [90] | 2019 | Understanding the Role of Consumer Behavior in Forecasting the Impact of Industry 4.0 and the Wave of Digital Disruption Driving Innovation in Retailing | DIEM | Literature review and exploratory interviews | Consumers now expect more personalised, convenient, and efficient shopping experiences. | Retail spaces are evolving to meet the demands of digitally savvy consumers. | Europe |
Bozhuk et al. [101] | 2020 | Problems of transformation in the tourism industry in the digital economy | SHS Web of Conferences 73 | Online survey | Tourism shifts: better service and personalised trips. | Digital era drives diverse tourism space demand. | Russia |
Gazzola et al. [96] | 2020 | The sharing economy in a digital society: youth consumer behavior in Italy | Kybernetes | Mixed method | Key motivations include reducing waste, improving environmental efficiency, and saving money. | The sharing economy can enhance economic efficiency and reduce the cost of living in urban areas. | Italy |
Khoa [92] | 2020 | The role of Mobile Skillfulness and User Innovation toward Electronic Wallet Acceptance in the Digital Transformation Era | International Conference on Information Technology Systems and Innovation (ICITSI) | Mixed method | Mobile skills boost e-wallet adoption intent. | Reduced physical bank branches. | Vietnam |
Maslova et al. [100] | 2020 | Transformation of consumer behavior in the tourism industry in the conditions of digital economy | IOP Conference Series: Materials Science and Engineering | Online survey | There is a growing trend of tourists organising their trips independently using digital tools. | The transformation in consumer behaviour can lead to increased economic activity in urban areas. | Russia |
Papagiannis et al. [96] | 2020 | The Sharing Economy in a Digital Society: Youth Consumer Behavior in Italy | Kybernetes | Questionnaires | Younger people prefer low-cost digital platforms and networks of shared products/services’ providers and on-demand access. Young people avoid ownership due to high management costs. | Increased demand for distribution centres and shared amenities. | Italy |
Chatterjee & Kulkarni [91] | 2021 | Healthcare consumer behaviour: the impact of digital transformation of healthcare on consumer | Cardiometry | Interviews | Factors in healthcare choice: digital, service, brand. | Create welcoming space for positive customer vibes. | India |
Räsänen et al. [103] | 2021 | Online information seeking patterns and social inequality in a digital economy | The International Review of Retail, Distribution and Consumer Research, | Survey | Digital divide: key to equitable economic access. City folk likely to browse online post-purchase. Rural areas: less inclined to shop online casually. | Brick-and-mortar stores face declining traffic. Retail closures reshape urban landscape. E-commerce spurs new industrial space development. | Finland |
Singh [171] | 2021 | Digital Transformation Changes in the Producer Consumer Relationship | South Asian Journal of Marketing & Management Research (SAJMMR) | Literature review | Shifting the balance of power towards consumers, who now play a more active role in co-production and co-creation. | Businesses in urban areas focusing on personalised and hyper-differentiated products and services. | India |
Ananjeva et al. [88] | 2022 | Digital Transformation Towards Sustainability A Case Study of Process Views in District Heating | Software Business | Case study | Digital shift: Tech, business, value chain changes. Org change key for digital skills and culture growth. | Digital tech: energy savings and business innovation boost. Digital platforms enable new energy stakeholder ties. Digital tech improves space use and energy efficiency. | Denmark |
Atanasova [85] | 2022 | Characteristics of Digital Entrepreneurship | Entrepreneurship | Online survey | Digital entrepreneurship is an integral part of the digital economy. | Urban environments need to foster innovation and creativity. | Russia |
Dewi [93] | 2023 | Changes In Retail Consumer Shopping Behavior After The End Of Covid 19 In Indonesia: Towards Digital Transformation Behavior | Proceeding of International Conference on Digital Advance Tourism, Management and Technology 2023 | Literature review | Digital payments via e-wallets replace cash, optimising tech integration and transforming social behaviour. | Businesses must adapt to real-time tech in online shopping, supported by policy, as digital infrastructure becomes vital for retail and entrepreneurial space value. | Indonesia |
Kalashnikova et al. [94] | 2023 | Global trends in the behavior of consumers of retail enterprises in the digital economy | IOP Conf. Series: Earth and Environmental Science | Mixed method | The pandemic accelerated the transition to online shopping. | Highlights the need for urban areas to build economic resilience by diversifying retail offerings and supporting local businesses. | Ukraine |
Lin et al. [98] | 2023 | Digital menus innovation diffusion and transformation process of consumer behavior | Journal of Hospitality and Tourism Technology | Online survey | Perceived information quality, food quality, and service quality all significantly influence diners’ intentions to revisit. | Restaurants that adopt advanced digital menus may see increased customer satisfaction and loyalty. | China |
Qadir et al. [97] | 2023 | Digital Consumer Behavior and Ecommerce Tendencies During the New War Crisis | Journal of Survey in Fisheries Sciences | Literature review | Traumatic events like war can permanently alter consumer purchasing behaviour. | Cities can adopt agile methodologies to respond swiftly to changing conditions. | Asia |
Thompson & Turner [84] | 2023 | Navigating the Digital Transformation: How Businesses Adapt and Thrive in the Age of Disruption | Research Studies of Business | Literature review | Businesses must foster a culture of agility, encouraging continuous learning, experimentation, and rapid iteration. | Flexible zoning laws and adaptive reuse of spaces. | Europe |
Zheng and Yang [95] | 2023 | Research on the Impact of Digital Economy on Residents’ Consumption Upgrading | Frontiers in Business, Economics and Management | Panel data analysis | The digital economy promotes the upgrading of residents’ consumption levels and structures. | Cities can become centres of technological innovation. | China |
Chan & Yao [102] | 2024 | Understanding consumer behavior in phygital environments: an interpretivist methodological framework | Qualitative Market Research: An International Journal | Ethnographic observations, focus groups, and content analysis | Social dynamics, peer influences, and the role of influencers are critical in shaping consumer behaviour in phygital spaces. | Phygital environments create immersive and engaging consumer experiences by integrating physical and digital elements. | China |
Rosales et al. [87] | 2024 | Digital Transformation and Elastic Demand: Assessment on the Impact of E-commerce Growth on Consumer Goods in the Philippines | SSRN Electronic Journal | Literature review | Income level influences online shopping behaviour. E-commerce benefits busy, higher-income individuals. E-commerce minimally impacts lower-income shopping habits. | E-commerce appeals to busy urban residents. Physical stores appeal to lower urban residents. | Philippines |
Yadav et al. [86] | 2024 | Effects of the industrial 4.0 transition on consumer behavior: A systematic overview | International Conference on Contemporary Engineering, Technology and Management (ICCETM 2023) | Literature review | Digitalisation impacts employment patterns. | Reshape urban economies, creating new job opportunities and business models. | Asia |
Author | Year | Title | Journal | Method | Finding | Reframe the Use and Value of Urban Form | Region |
---|---|---|---|---|---|---|---|
vom Berg et al. [125] | 2017 | ICT-Platform to Transform Car Dealerships to Regional Providers of Sustainable Mobility Services | Interdisciplinary Journal of Information | Interviews | New mobility services by car dealerships. | The floating car sharing are only feasible in urban or confined areas. Suitable for rural areas where public transport services are declining. | Germany |
Starĉević & Konjikušić [110] | 2018 | Why Millenials as Digital Travelers Transformed Marketing Strategy in Tourism Industry | Tourism in Function of Development of The Republic of Serbia. International Scientific Conference | Meta-analysis | Millennials are price sensitive, not predictable, and seek shareable social media experiences. | Offer unique, sharable, and mobile-bookable travel experiences. | Europe |
Suel & Polak [109] | 2018 | Incorporating online shopping into travel demand modelling: challenges, progress, and opportunities | Transport Reviews | Literature review | Individual trips to stores may be replaced by home deliveries by retailers or third-party carriers. | The growing importance of urban logistics in planning. | Europe |
Zahraei et al. [116] | 2019 | A foresight study on urban mobility: Singapore in 2040 | Foresight | Scenario planning workshop | The shared world scenario: community focus on safety, cost, local travel, and bonds. The virtual world scenario: speed key in travel, and distance no longer a barrier. | The shared world scenario: local govt key in shaping urban development. The virtual world: society leads tech, and govt supports urban change. | Singapore |
Ammar et al. [120] | 2020 | Studying of Sharing Economy in Egypt as a Destination for Tourism and Hospitality | JAAUTH | Questionnaires | The sharing economy influences travellers’ choice of destinations, frequency of travel, and length of stay. | Enhances urban resilience and community revitalization but also poses challenges regarding regulatory frameworks and sustainability. | Egypt |
Leontev & Magera [114] | 2020 | Digitalization of the transport industry: social-and psychological emphasis | VIII International Scientific Conference Transport of Siberia | Case study | Social and psychological impacts on digitalisation of transport industry. | Cities might evolve towards more flexible, hybrid uses of space, accommodating both physical and virtual functions. | Singapore |
Silva et al. [104] | 2020 | The Outsourcing Urban Mobility in Industry 4.0 and the Challenges Faced by The Category of Workers In Search Of Rights and Occupational Safety | Journal of Engineering and Technology for Industrial Applications | Interviews | Startups link services and consumers via cheap labour. Industry 4.0 safety: adapt to worker health needs. | Urban labour impact: living costs vs. wages gap. | Brazil |
Viri et al. [113] | 2020 | Connected and Multimodal Passenger Transport Through Big Data Analytics: Case Tampere City Region, Finland | 20th Working Conference on Virtual Enterprises (PRO-VE), | Case study | Big data reveals passenger behaviour and travel paths. | Improved traffic management. | Finland |
Ghonimi [111] | 2021 | Smart City: A Question of Social Sustainability in Urban Spaces? Assessing The Impacts of ICT on Changing Urban Behavioral Patterns in Urban Spaces of Madinaty, Egypt | Journal of Urban Research | Case study | ICT encourages people to depend on private modes for long-distance trips. Minimise urban mobility to short distance trip services and trips will be reduced. | Reduce road width and parking requirements. The growth of self-contained communities. | Egypt |
Sonnberger and Graf [108] | 2021 | Sociocultural dimensions of mobility transitions to come: introduction to the special issue | Sustainability: Science, Practice and Policy | Ethnographic | Sociocultural factors play a crucial role in shaping mobility transitions. | The importance of cultural and social innovations in shaping future mobility systems. | Germany |
Šulskytė [123] | 2021 | Mobility-As-A-Service: Concepts and Theoretical Approach | IEEE International Conference on Technology and Entrepreneurship (ICTE) | Literature review | Digital illiteracy persists in tech-averse older travellers. | Trigger gentrification processes and displacement risks. | Europe |
Gonzalez & Quadros [118] | 2022 | Digital Transformation and New Business Models in Urban Mobility: The Case of Carsharing in Brazil | Proceedings of PICMET ‘22: Technology Management and Leadership in Digital Transformation | Multiple case studies | Carsharing offer affordable, sustainable, and convenient transportation services. | Reduce the need for private car ownership. | Brazil |
Gupta et al. [119] | 2022 | Role of Technological Transformation in Shaping Millennials’ Travel Behaviour: A Review | 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) | Literature review | Millennials favour freestyle travel, new experiences, and heritage. Millennials rely on tech and social media for travel choices. | Urban areas are being reimagined to include more cultural and social spaces that cater to the experiential preferences of Millennials. | Asia |
Shatnawi & Zoltan [115] | 2022 | Digital Transformation during Covid-19 and Its Impact on Transportation and Mobility | IEEE 16th International Symposium on Applied Computational Intelligence and Informatics | Questionnaires | Remote work trend driven by desire to avoid transit. | Housing value will be not affected by the proximity to transit. | Budapest and Amman |
Zha et al. [106] | 2022 | The impact of digital economy development on carbon emissions-- based on the Yangtze River Delta urban agglomeration | Frontiers in Environmental Science | Panel data and multiple econometric models | Showing that as work becomes increasingly remote, traditional peak hour transportation demand is altered, leading to varied usage of transport systems at different times. | Reducing commuting demands and reshaping spatial density patterns. | China |
Baudens et al. [122] | 2023 | Women’s (im)mobility strategies and digital platform adoption: the case study of employees doing desk work in Pune, India | Gender, Technology and Development | Interviews | The women participants chose their transport mode based on their perceptions and personal priorities. | Highlighting the importance of considering social conditions and cultural bias. | India |
Mentsiev et al. [121] | 2023 | Digital transformation in transport infrastructure energy efficiency: smart cities and sustainable mobility | E3S Web of Conferences 460, 07018 | Literature review | AI-powered personalised routing for city residents. | Facilitate more polycentric urban development by enabling easier access across urban sub-centres. | Russia |
Paköz & Kaya [107] | 2023 | Personal Adaptations to Remote Working in the Post-Pandemic City and Its Potential Impact on Residential Relocations: The Case of Istanbul | Transportation Research Record | Online survey and correlation analysis | Remote work impacts travel, energy use, and home choice. | Proximity to family, housing affordability, and proximity to essential amenities facilitate remote working and relocation processes. | Istanbul, Türkiye |
Zhao and Said [105] | 2023 | The Effect of the Digital Economy on the Employment Structure in China | Economies | Panel data analysis | The digital economy profoundly influences employment structures, leading to shifts in commuting patterns due to the changing work nature. | Potentially decentralising urban cores and flattening land-use intensity gradients. | China |
Alanazi & Alenezi [124] | 2024 | Driving the future: Leveraging digital transformation for sustainable transportation | Journal of Infrastructure, Policy and Development | Literature review | Digital transformation boosts environmental sustainability. Digital transformation risks: privacy, security, and ethics. | Urban quality of life improvements boosts area value. | Middle East |
Gulc & Budna [112] | 2024 | Classification of Smart and Sustainable Urban Mobility | Energies | Literature review and case studies | SSUM: electromobility, collective transport 2.0 and low mobility societies. | Promoting compactness, low-mobility societies, and flexible land use patterns. | EU |
Tartaglia & Petrozziello [117] | 2024 | Measuring the impact of institutional and territorial drivers for an efficient and smooth Mobility as a Service (MaaS) implementation: a global analysis | European Transport\Trasporti Europei | Composite set of indicators | The ultimate shift that MaaS needs is a cultural one, from ownership to usership. | Institutional factors key to smooth maas implementation. | Europe |
References
- Meng, X. Analysis of the Dual Impact of Digital Economy on Urban-Rural Income Gap. Front. Bus. Econ. Manag. 2022, 7, 34–36. [Google Scholar] [CrossRef]
- Allam, Z.; Sharifi, A.; Bibri, S.E.; Jones, D.S.; Krogstie, J. The Metaverse as a Virtual Form of Smart Cities: Opportunities and Challenges for Environmental, Economic, and Social Sustainability in Urban Futures. Smart Cities 2022, 5, 771–801. [Google Scholar] [CrossRef]
- Anselmsson, J.; Tunca, B. Exciting on Facebook or Competent in the Newspaper? Media Effects on Consumers’ Perceptions of Brands in the Fashion Category. J. Mark. Commun. 2019, 25, 720–737. [Google Scholar] [CrossRef]
- Nadiger, M.A.S.; Chidri, B.; Jyotsna, N.; Goyal, P.; S, R.; Shrestha, S.; Agarwal, V. Impact of E-Commerce on Traditional Retail: A Study in Bangalore. Int. J. Res. Publ. Rev. 2024, 5, 5268–5277. [Google Scholar] [CrossRef]
- Stehlin, J.; Hodson, M.; McMeekin, A. Platform Mobilities and the Production of Urban Space: Toward a Typology of Platformization Trajectories. Environ. Plan. A Econ. Space 2020, 52, 1250–1268. [Google Scholar] [CrossRef]
- Leão, J.; Sarmento, T.; Feliz, V. How the COVID-19 Changed the Urban Mobility Ecosystem: A Perspective for New Hybrid Services. In Proceedings of the ServDes.2023 Entanglements & Flows Conference: Service Encounters and Meanings Proceedings, Rio de Janeiro, Brazil, 11–14 July 2023; pp. 1704–1718. [Google Scholar]
- Vitriana, A. Increase in Land Value Due to Spatial Transformation in the Northern Part of the Bandung—Cimahi Peri-Urban Region. J. Reg. City Plan. 2017, 28, 70. [Google Scholar] [CrossRef]
- Higgins, C.; Kanaroglou, P. Rapid Transit, Transit-Oriented Development, and the Contextual Sensitivity of Land Value Uplift in Toronto. Urban Stud. 2018, 55, 2197–2225. [Google Scholar] [CrossRef]
- Kashkooli, H.N.; Hajipoor, K.; Arasteh, M.; Soltani, A. The Impact of Subway Station Proximity on Apartment Prices in Shiraz. Transp. Dev. Econ. 2024, 10, 16. [Google Scholar] [CrossRef]
- Li, G.; Zhao, X.; Jiang, Y.; Zou, Y.; Liu, S.; Li, X.; Zeng, L. How Can Digital Economy Accessibility Accelerate Urban Land Green Transformation in China? Evidence from Threshold and Intermediary Effects. Land 2025, 14, 322. [Google Scholar] [CrossRef]
- Ai, K.; Li, H.; Zhang, W.; Yan, X.-W. Digital Economy and Green and Low-Carbon Transformation of Land Use: Spatial Effects and Moderating Mechanisms. Land 2024, 13, 1172. [Google Scholar] [CrossRef]
- Lennon, M. Planning and the Post-Pandemic City. Plan. Theory Pract. 2023, 24, 140–143. [Google Scholar] [CrossRef]
- Tiwari, A. E-Commerce Revolution: Exploring the Impact of Online Shopping on Traditional Retail. Int. J. Res. Appl. Sci. Eng. Technol. 2023, 11, 2221–2226. [Google Scholar] [CrossRef]
- Reinartz, W.; Wiegand, N.; Imschloss, M. The Impact of Digital Transformation on the Retailing Value Chain. Int. J. Res. Mark. 2019, 36, 350–366. [Google Scholar] [CrossRef]
- Guo, Q.; Ma, X. How Does the Digital Economy Affect Sustainable Urban Development? Empirical Evidence from Chinese Cities. Sustainability 2023, 15, 4098. [Google Scholar] [CrossRef]
- Liu, Y.; Timo de Vries, W.; Zhang, G.; Cui, X. From Tradition to Smart: A Comprehensive Review of the Evolution and Prospects of Land Use Planning Tools. Heliyon 2024, 10, e40857. [Google Scholar] [CrossRef]
- Bahar, U. Transforming Urban Retail Environments: A Strategic Framework for Digital-Age Regeneration. J. Urban Regen. Renew. 2025, 18, 239. [Google Scholar] [CrossRef]
- Wang, S.; Song, Y.; Min Du, A.; Liang, J. The Digital Economy and Entrepreneurial Dynamics: An Empirical Analysis of Urban Regions in China. Res. Int. Bus. Financ. 2024, 71, 102459. [Google Scholar] [CrossRef]
- Ferreri, M.; Sanyal, R. Platform Economies and Urban Planning: Airbnb and Regulated Deregulation in London. Urban Stud. 2018, 55, 3353–3368. [Google Scholar] [CrossRef]
- Palvia, S.; Aeron, P.; Gupta, P.; Mahapatra, D.; Parida, R.; Rosner, R.; Sindhi, S. Online Education: Worldwide Status, Challenges, Trends, and Implications. J. Glob. Inf. Technol. Manag. 2018, 21, 233–241. [Google Scholar] [CrossRef]
- Portnoy, J.; Waller, M.; Elliott, T. Telemedicine in the Era of COVID-19. J. Allergy Clin. Immunol. Pract. 2020, 8, 1489–1491. [Google Scholar] [CrossRef] [PubMed]
- Sergeev, S.M.; Kurochkina, A.A.; Lukina, O.V.; Zasenko, V.E. Interactive Algorithm for Estimating Consumer Demand for Tourism Services for Sustainable Operation of the Transport Industry. IOP Conf. Ser. Mater. Sci. Eng. 2020, 918, 012219. [Google Scholar] [CrossRef]
- Yu, R.; Burke, M.; Raad, N. Exploring Impact of Future Flexible Working Model Evolution on Urban Environment, Economy and Planning. J. Urban Manag. 2019, 8, 447–457. [Google Scholar] [CrossRef]
- Zhao, K.; Xu, H.; Wu, W. Digital Economy and Urban Innovation Ability: From the Spatial Nonlinear Perspective. Sage Open 2024, 14. [Google Scholar] [CrossRef]
- Chasovskaya, L.A.; Glotov, L.D. Students’ Values in the Context of Digital Economy Development: New Generation—New Priorities. Theory Pract. Soc. Dev. 2025, 1, 57–62. [Google Scholar] [CrossRef]
- Yadav, R.; Majumdar, S. Consumer Decision-Making in the Age of Digital Payments: Evidence from Urban Markets. Int. J. Multidiscip. Res. 2025, 7, 1–11. [Google Scholar] [CrossRef]
- Yin, X.; Zhang, J.; Zheng, X. How Does Digital Economy Influence Green Mobility for Sustainable Development? Moderating Effect of Policy Instruments. Sustainability 2024, 16, 9316. [Google Scholar] [CrossRef]
- Gupta, M.S.; Kathale, J.; Sambhalwar, S. Unplugged Minds: Navigating the Cognitive Impact of Smartphones in a Connected World. Int. J. Inf. Technol. Comput. Eng. 2023, 3, 20–25. [Google Scholar] [CrossRef]
- Modi, K. A Study on Online Shopping and its Effects on Consumer Behavior. Int. J. Eng. Appl. Sci. Technol. 2023, 8, 105–110. [Google Scholar] [CrossRef]
- Yang, J. The Impact of the Digital Economy on Informal Employment of Platform Economy Workers in Chinese Cities. Adv. Econ. Manag. Political Sci. 2024, 134, 39–44. [Google Scholar] [CrossRef]
- Sha, S.M.; Lal Wilson, P.V. An Investigation into the Influence of E-Commerce Platforms on Local Retailers: A Case Study of Kollam District. Int. Res. J. Adv. Eng. Hub 2024, 2, 1101–1107. [Google Scholar] [CrossRef]
- Hurova, I.V.; Shkurov, Y.V. Man in Digitized Urban Socio-Cultural Space. Anthropol. Meas. Philos. Res. 2023, 24, 75–87. [Google Scholar] [CrossRef]
- Santi, P.; Ratti, C. A Future of Shared Mobility. J. Urban Regen. Renew. 2017, 10, 328. [Google Scholar] [CrossRef]
- Rani, S.; Jayapragash, R. Review on Electric Mobility: Trends, Challenges and Opportunities. Results Eng. 2024, 23, 102631. [Google Scholar] [CrossRef]
- Karolemeas, C.; Tsigdinos, S.; Moschou, E.; Kepaptsoglou, K. Shared Autonomous Vehicles and Agent Based Models: A Review of Methods and Impacts. Eur. Transp. Res. Rev. 2024, 16, 25. [Google Scholar] [CrossRef]
- Nikitas, A.; Kougias, I.; Alyavina, E.; Njoya Tchouamou, E. How Can Autonomous and Connected Vehicles, Electromobility, BRT, Hyperloop, Shared Use Mobility and Mobility-As-A-Service Shape Transport Futures for the Context of Smart Cities? Urban Sci. 2017, 1, 36. [Google Scholar] [CrossRef]
- Mouratidis, K. Bike-Sharing, Car-Sharing, e-Scooters, and Uber: Who Are the Shared Mobility Users and Where Do They Live? Sustain. Cities Soc. 2022, 86, 104161. [Google Scholar] [CrossRef]
- Liao, F.; Correia, G. Electric Carsharing and Micromobility: A Literature Review on Their Usage Pattern, Demand, and Potential Impacts. Int. J. Sustain. Transp. 2022, 16, 269–286. [Google Scholar] [CrossRef]
- Horesh, N.; Trinko, D.A.; Quinn, J.C. Comparing Costs and Climate Impacts of Various Electric Vehicle Charging Systems across the United States. Nat. Commun. 2024, 15, 4680. [Google Scholar] [CrossRef] [PubMed]
- Sharma, S.; Kaur, D.; Saxena, N.K. Investigation for Size and Location of Electric Vehicle Charging Station Accompanying VRP Index and Commissioning Cost. Int. J. Emerg. Electr. Power Syst. 2024, 25, 45–59. [Google Scholar] [CrossRef]
- Uzzaman, A.; Adam, M.I.; Alam, S.; Basak, P. Review on the Safety and Sustainability of Autonomous Vehicles: Challenges and Future Directions. Control. Syst. Optim. Lett. 2025, 3, 103–109. [Google Scholar] [CrossRef]
- Kankanamge, N.; Yigitcanlar, T.; Goonetilleke, A.; Kamruzzaman, M. Can Volunteer Crowdsourcing Reduce Disaster Risk? A Systematic Review of the Literature. Int. J. Disaster Risk Reduct. 2019, 35, 101097. [Google Scholar] [CrossRef]
- O’Mara-Eves, A.; Thomas, J. Ongoing Developments in Meta-analytic and Quantitative Synthesis Methods: Broadening the Types of Research Questions That Can Be Addressed. Rev. Educ. 2016, 4, 5–27. [Google Scholar] [CrossRef]
- Shevchenko, I.; Lysak, O.; Zalievska-Shyshak, A.; Mazur, I.; Korotun, M.; Nestor, V. Digital Economy in a Global Context: World Experience. Int. J. Prof. Bus. Rev. 2023, 8, e01551. [Google Scholar] [CrossRef]
- Megha Determinants of Green Consumption: A Systematic Literature Review Using the TCCM Approach. Front. Sustain. 2024, 5, 1428764. [CrossRef]
- Nath, R.D.; Chowdhury, M.A.F. Shadow Banking: A Bibliometric and Content Analysis. Financ. Innov. 2021, 7, 68. [Google Scholar] [CrossRef]
- Marzi, G.; Balzano, M.; Caputo, A.; Pellegrini, M.M. Guidelines for Bibliometric-Systematic Literature Reviews: 10 Steps to Combine Analysis, Synthesis and Theory Development. Int. J. Manag. Rev. 2025, 27, 81–103. [Google Scholar] [CrossRef]
- Yigitcanlar, T.; Kamruzzaman, M.; Foth, M.; Sabatini-Marques, J.; da Costa, E.; Ioppolo, G. Can Cities Become Smart without Being Sustainable? A Systematic Review of the Literature. Sustain. Cities Soc. 2019, 45, 348–365. [Google Scholar] [CrossRef]
- Lan, T.; Ma, J. How Does a City’s Digital Economy Development Impact Pollution Emissions? Front. Environ. Sci. 2025, 13, 1538077. [Google Scholar] [CrossRef]
- Zhang, Y.; Su, Y.; Wang, S. Digital Economy and Entrepreneurial Vitality: Unveiling the Impact and Mechanisms through the Lens of Smart Cities. Sci. Rep. 2025, 15, 14228. [Google Scholar] [CrossRef] [PubMed]
- Wang, X.; Huang, J.; Zheng, K.; Liu, B. Digital Economy and Green Transformation of Regional Industries: New Insights from Sustainability. Sci. Prog. 2024, 4, 107. [Google Scholar] [CrossRef] [PubMed]
- Poniatowski, M.; Lüttenberg, H.; Beverungen, D.; Kundisch, D. Three Layers of Abstraction: A Conceptual Framework for Theorizing Digital Multi-Sided Platforms. Inf. Syst. e-Bus. Manag. 2022, 20, 257–283. [Google Scholar] [CrossRef]
- Lee, K.-S.; Eom, J.K. Systematic Literature Review on Impacts of COVID-19 Pandemic and Corresponding Measures on Mobility. Transportation 2024, 51, 1907–1961. [Google Scholar] [CrossRef]
- Wu, J.; Qu, X.; Sheng, L.; Chu, W. Uncovering the Dynamics of Enterprises Digital Transformation Research: A Comparative Review on Literature before and after the COVID-19 Pandemic. Heliyon 2024, 10, e26986. [Google Scholar] [CrossRef] [PubMed]
- Guan, H.; Guo, B.; Zhang, J. Study on the Impact of the Digital Economy on the Upgrading of Industrial Structures—Empirical Analysis Based on Cities in China. Sustainability 2022, 14, 11378. [Google Scholar] [CrossRef]
- Sørensen, K.D.; Råbu, M.; Wilberg, T.; Berthelsen, E. Struggling to Be a Person: Lived Experience of Avoidant Personality Disorder. J. Clin. Psychol. 2019, 75, 664–680. [Google Scholar] [CrossRef]
- Zhang, J.; Zhao, W.; Cheng, B.; Li, A.; Wang, Y.; Yang, N.; Tian, Y. The Impact of Digital Economy on the Economic Growth and the Development Strategies in the Post-COVID-19 Era: Evidence From Countries Along the “Belt and Road”. Front. Public Health 2022, 10, 856142. [Google Scholar] [CrossRef] [PubMed]
- Leitner, S.; Gula, B.; Jannach, D.; Krieg-Holz, U.; Wall, F. Understanding the Dynamics Emerging from Infodemics: A Call to Action for Interdisciplinary Research. SN Bus. Econ. 2021, 1, 23. [Google Scholar] [CrossRef] [PubMed]
- Popke, J. Researching the Hybrid Geographies of Climate Change: Reflections from the Field. Area 2016, 48, 2–6. [Google Scholar] [CrossRef]
- Pereira, G.V.; Luna-Reyes, L.F.; Gil-Garcia, J.R. Governance Innovations, Digital Transformation and the Generation of Public Value in Smart City Initiatives. In Proceedings of the 13th International Conference on Theory and Practice of Electronic Governance, Athens, Greece, 23–25 September 2020; ACM: New York, NY, USA; pp. 602–608. [Google Scholar]
- Rosol, M.; Blue, G. From the Smart City to Urban Justice in a Digital Age. City 2022, 26, 684–705. [Google Scholar] [CrossRef]
- Watrianthos, R.; Triono Ahmad, S.; Muskhir, M. Charting the Growth and Structure of Early ChatGPT-Education Research: A Bibliometric Study. J. Inf. Technol. Educ. Innov. Pract. 2023, 22, 235–253. [Google Scholar] [CrossRef]
- McGuirk, P.; Dowling, R.; Chatterjee, P. Municipal Statecraft For. The Smart City: Retooling The Smart Entrepreneurial City? Environ. Plan. A Econ. Space 2021, 53, 1730–1748. [Google Scholar] [CrossRef]
- Carpentiere, C.; Mancuso, I.; Albino, V.; Petruzzelli, A.; Panniello, U. Innovative Business Models for the Future Smart City. Resourceedings 2023, 3, 1–12. [Google Scholar] [CrossRef]
- Wang, J. Development Trend of Urban Design in “Digital Age”: Pan-Dimensionality and Individual-Ubiquity. Front. Struct. Civ. Eng. 2021, 15, 569–575. [Google Scholar] [CrossRef]
- Yeo, S.J.I. Negotiating Digital Urban Futures: The Limits and Possibilities of Future-making in Singapore. Trans. Inst. Br. Geogr. 2024, 49, e12632. [Google Scholar] [CrossRef]
- Elwood, S. Digital Geographies, Feminist Relationality, Black and Queer Code Studies: Thriving Otherwise. Prog. Hum. Geogr. 2021, 45, 209–228. [Google Scholar] [CrossRef]
- Lee, A.; Mackenzie, A.; Smith, G.J.D.; Box, P. Mapping Platform Urbanism: Charting the Nuance of the Platform Pivot. Urban. Plan. 2020, 5, 116–128. [Google Scholar] [CrossRef]
- Caprotti, F.; Cowley, R. Varieties of Smart Urbanism in the UK: Discursive Logics, the State and Local Urban Context. Trans. Inst. Br. Geogr. 2019, 44, 587–601. [Google Scholar] [CrossRef]
- Sadowski, J. Who Owns the Future City? Phases of Technological Urbanism and Shifts in Sovereignty. Urban Stud. 2021, 58, 1732–1744. [Google Scholar] [CrossRef]
- Rose, G.; Raghuram, P.; Watson, S.; Wigley, E. Platform Urbanism, Smartphone Applications and Valuing Data in a Smart City. Trans. Inst. Br. Geogr. 2021, 46, 59–72. [Google Scholar] [CrossRef]
- Audouin, M.; Neves, C. What Are the Regulations for ICT-Based Mobility Services in Urban Transportation Systems? The Cases of Ride-Booking Regulation in Sao-Paulo and Rio De Janeiro. WIT Trans. Built Environ. 2018, 176, 95–106. [Google Scholar]
- Hodson, M.; McMeekin, A. Global Technology Companies and the Politics of Urban Socio-Technical Imaginaries in the Digital Age: Processual Proxies, Trojan Horses and Global Beachheads. Environ. Plan. A Econ. Space 2021, 53, 1391–1411. [Google Scholar] [CrossRef]
- Hodson, M.; Lockhart, A.; McMeekin, A. How Have Digital Mobility Platforms Responded to COVID-19 and Why Does This Matter for ‘the Urban’? Urban Stud. 2024, 61, 923–942. [Google Scholar] [CrossRef]
- Allam, Z.; Newman, P. Redefining the Smart City: Culture, Metabolism and Governance. Smart Cities 2018, 1, 4–25. [Google Scholar] [CrossRef]
- Busch, H.-C.; Mühl, C.; Fuchs, M.; Fromhold-Eisebith, M. Digital Urban Production: How Does Industry 4.0 Reconfigure Productive Value Creation in Urban Contexts? Reg. Stud. 2021, 55, 1801–1815. [Google Scholar] [CrossRef]
- Shi, Y.; Zhang, T.; Jiang, Y. Digital Economy, Technological Innovation and Urban Resilience. Sustainability 2023, 15, 9250. [Google Scholar] [CrossRef]
- Dos Santos, I.C.; Leão, N.C.d.A.; Silva, E.E.d.; Silveira, G.B. Determinants of E-Inclusion and Digital Inequality in the Use of Urban Mobility Applications in Mobility. Res. Soc. Dev. 2022, 11, e184111335243. [Google Scholar] [CrossRef]
- Tang, H.; Cai, C.; Xu, C. Does the Digital Economy Improve Urban Tourism Development? An Examination of the Chinese Case. Sustainability 2022, 14, 15708. [Google Scholar] [CrossRef]
- Kırdar, G.; Çağdaş, G. Digital Participatory Model as Part of a Data-Driven Decision Support System for Urban Vibrancy. Urban Plan 2024, 9. [Google Scholar] [CrossRef]
- Basaraba, N. The Emergence of Creative and Digital Place-Making: A Scoping Review across Disciplines. New Media Soc. 2023, 25, 1470–1497. [Google Scholar] [CrossRef]
- Ouda, M.; Abd El Aziz, N. The International Hybrid Conference on Contingency Planning and Adaptive Urbanism (CPAU). In Proceedings of the International Hybrid Conference on Contingency Planning and Adaptive Urbanism (CPAU); CPAU: Singapore, 2022. [Google Scholar]
- Söderström, O.; Mermet, A.-C. When Airbnb Sits in the Control Room: Platform Urbanism as Actually Existing Smart Urbanism in Reykjavík. Front. Sustain. Cities 2020, 2, 15. [Google Scholar] [CrossRef]
- Thompson, E.M.; Turner, E. Navigating the Digital Transformation: How Businesses Adapt and Thrive in the Age of Disruption. Res. Stud. Bus. 2023, 1, 1–9. [Google Scholar]
- Atanasova, A. Characteristics of Digital Entrepreneurship. Entrepreneurship 2022, 10, 7–21. [Google Scholar] [CrossRef]
- Yadav, S.; Kopare, A.; Manjunath, H.R.; Mishra, A. Effects of the Industrial 4.0 Transition on Consumer Behavior: A Systematic Overview. Multidiscip. Rev. 2024, 6, 2023ss066. [Google Scholar] [CrossRef]
- Rosales, N.; Vigonte, F.; Abante, M.V. Digital Transformation and Elastic Demand: Assessment on the Impact of E-Commerce Growth on Consumer Goods in the Philippines. SSRN Electron. J. 2024. [Google Scholar] [CrossRef]
- Ananjeva, A.; Persson, J.S.; Nielsen, P.A. Digital Transformation Towards Sustainability: A Case Study of Process Views in District Heating. In Proceedings of the 13th International Conference on Software Business, ICSOB 2022, Bolzano, Italy, 8–11 November 2022. [Google Scholar] [CrossRef]
- Gillpatrick, T. The Digital Transformation of Marketing: Impact on Marketing Practice & Markets. Economics 2019, 7, 139–156. [Google Scholar] [CrossRef]
- Gillpatrick, T.; Blunck, E.; Boğa, S. Understanding the Role of Consumer Behavior in Forecasting the Impact of Industry 4.0 and the Wave of Digital Disruption Driving Innovation in Retailing. DIEM Dubrov. Int. Econ. Meet. 2019, 4, 228708. [Google Scholar]
- Chatterjee, S.; Kulkarni, P. Healthcare Consumer Behaviour: The Impact of Digital Transformation of Healthcare on Consumer. Cardiometry 2021. [Google Scholar] [CrossRef]
- Khoa, B.T. The Role of Mobile Skillfulness and User Innovation toward Electronic Wallet Acceptance in the Digital Transformation Era. In Proceedings of the 2020 International Conference on Information Technology Systems and Innovation (ICITSI), Bandung, Indonesia, 19–23 October 2020. [Google Scholar]
- Dewi, I.K. Changes In Retail Consumer Shopping Behavior After The End Of Covid 19 In Indonesia: Towards Digital Transformation Behavior. Proceeding Int. Conf. Digit. Adv. Tour. Manag. Technol. 2023, 1, 640–650. [Google Scholar]
- Kalashnikova, T.; Panchuk, A.; Bezuhla, L.; Vladyka, Y.; Kalaschnikov, A. Global Trends in the Behavior of Consumers of Retail Enterprises in the Digital Economy. IOP Conf. Ser. Earth Environ. Sci. 2023, 1150, 012023. [Google Scholar] [CrossRef]
- Zheng, M.; Yang, L. Research on the Impact of Digital Economy on Residents’ Consumption Upgrading. Front. Bus. Econ. Manag. 2023, 10, 161–170. [Google Scholar] [CrossRef]
- Gazzola, P.; Grechi, D.; Papagiannis, F.; Marrapodi, C. The Sharing Economy in a Digital Society: Youth Consumer Behavior in Italy. Kybernetes 2021, 50, 147–164. [Google Scholar] [CrossRef]
- Qadir, A.M.A.; Arab, H.R.; Nuri, B.H. Digital Consumer Behavior and Ecommerce Tendencies During the New War Crisis. J. Surv. Fish. Sci. 2023, 10, 5875–5881. [Google Scholar]
- Lin, P.M.C.; Peng, K.-L.; Au, W.C.W.; Qiu, H.; Deng, C.D. Digital Menus Innovation Diffusion and Transformation Process of Consumer Behavior. J. Hosp. Tour. Technol. 2023, 14, 732–761. [Google Scholar] [CrossRef]
- Petković, G.; Pindžo, R.; Agić, M.M. Digital Economy and (Non) Incremental Changes in Tourism and Retail Business Model. Ekon. Preduzeća 2018, 151–165. [Google Scholar] [CrossRef]
- Maslova, T.; Pletneva, N.; Althonayan, A.; Tarasova, E.; Krasnov, A. Transformation of Consumer Behavior in the Tourism Industry in the Conditions of Digital Economy. IOP Conf. Ser. Mater. Sci. Eng. 2020, 940, 012070. [Google Scholar] [CrossRef]
- Bozhuk, S.; Pletneva, N.; Maslova, T.; Evdokimov, K. Problems of Transformation in the Tourism Industry in the Digital Economy. SHS Web Conf. 2020, 73, 0100. [Google Scholar] [CrossRef][Green Version]
- Yao, A.; Chan, N.; Yao, N. Understanding Consumer Behavior in Phygital Environments: An Interpretivist Methodological Framework. Qual. Mark. Res. Int. 2024, 27, 449–470. [Google Scholar] [CrossRef]
- Räsänen, P.; Koivula, A.; Keipi, T. Online Information Seeking Patterns and Social Inequality in a Digital Economy. Int. Rev. Retail. Distrib. Consum. Res. 2021, 31, 211–228. [Google Scholar] [CrossRef]
- da Silva, F.J.R.; Fernandes, A.S.; Costa, C.E.d.C.; de Oliveira, I.C.; Faria, R.E.; de Alencar, D.B. The Outsourcing Urban Mobility In Industry 4.0 and the Challenges Faced by the Category of Workers in Search of Rights and Occupational Safety. J. Eng. Technol. Ind. Appl. 2020, 6, 13–19. [Google Scholar] [CrossRef]
- Zhao, Y.; Said, R. The Effect of the Digital Economy on the Employment Structure in China. Economies 2023, 11, 227. [Google Scholar] [CrossRef]
- Zha, Q.; Huang, C.; Kumari, S. The Impact of Digital Economy Development on Carbon Emissions—Based on the Yangtze River Delta Urban Agglomeration. Front. Environ. Sci. 2022, 10, 1028750. [Google Scholar] [CrossRef]
- Paköz, M.Z.; Kaya, N. Personal Adaptations to Remote Working in the Post-Pandemic City and Its Potential Impact on Residential Relocations: The Case of Istanbul. Transp. Res. Rec. 2023, 2678, 2198–2213. [Google Scholar] [CrossRef]
- Sonnberger, M.; Graf, A. Sociocultural Dimensions of Mobility Transitions to Come: Introduction to the Special Issue. Sustain. Sci. Pract. Policy 2021, 17, 173–184. [Google Scholar] [CrossRef]
- Suel, E.; Polak, J.W. Incorporating Online Shopping into Travel Demand Modelling: Challenges, Progress, and Opportunities. Transp. Rev. 2018, 38, 576–601. [Google Scholar] [CrossRef]
- Starcevic, S.; Konjikušić, S. Why Millennials as Digital Travelers Transformed Marketing Strategy in Tourism Industry. International Thematic Monograph Tourism in Function of Development of the Republic of Serbia—Tourism in the Era of Digital Transformation 2018. Available online: https://ssrn.com/abstract=3280320 (accessed on 11 August 2025).
- Ghonimi, I. Smart City: A Question of Social Sustainability in Urban Spaces? Assessing The Impacts of ICT on Changing Urban Behavioral Patterns in Urban Spaces of Madinaty, Egypt. J. Urban Res. 2021, 42, 70–96. [Google Scholar] [CrossRef]
- Gulc, A.; Budna, K. Classification of Smart and Sustainable Urban Mobility. Energies 2024, 17, 2148. [Google Scholar] [CrossRef]
- Viri, R.; Aunimo, L.; Aramo-Immonen, H. Connected and Multimodal Passenger Transport through Big Data Analytics: Case Tampere City Region, Finland. In Proceedings of the 20th Working Conference on Virtual Enterprises (PRO-VE), Turin, Italy, 23–25 September 2019. [Google Scholar] [CrossRef]
- Leontev, M.; Magera, T. Digitalization of the Transport Industry: Social-and-Psychological Emphasis. IOP Conf. Ser. Mater. Sci. Eng. 2020, 918, 012190. [Google Scholar] [CrossRef]
- Shatnawi, M.; Zoltan, R. Digital Transformation during Covid-19 and Its Impact on Transportation and Mobility. In Proceedings of the 2022 IEEE 16th International Symposium on Applied Computational Intelligence and Informatics (SACI), Timisoara, Romania, 25–28 May 2022. [Google Scholar]
- Zahraei, S.M.; Kurniawan, J.H.; Cheah, L. A Foresight Study on Urban Mobility: Singapore in 2040. Foresight 2019, 22, 37–52. [Google Scholar] [CrossRef]
- Tartaglia, M.; Petrozziello, E. Measuring the Impact of Institutional and Territorial Drivers for an Efficient and Smooth Mobility as a Service (MaaS) Implementation: A Global Analysis. In New Challenges for Sustainable Urban Mobility; Springer: Cham, Switzerland, 2024; Volume II. [Google Scholar]
- Gonzalez, P.P.; Quadros, R. Digital Transformation and New Business Models in Urban Mobility: The Case of Carsharing in Brazil. In Proceedings of the 2022 Portland International Conference on Management of Engineering and Technology (PICMET), Portland, OR, USA, 7–11 August 2022. [Google Scholar]
- Gupta, S.; Sufi, T.; Gautam, P.K. Role of Technological Transformation in Shaping Millennials’ Travel Behaviour: A Review. In Proceedings of the 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) Amity University, Noida, India, 13–14 October 2022. [Google Scholar] [CrossRef]
- Ammar, S.; Kouzmal, H.; Abdulaziz, T. Studying of Sharing Economy in Egypt as a Tourist Destination. J. Assoc. Arab. Univ. Tour. Hosp. 2020, 18, 96–120. [Google Scholar] [CrossRef]
- Mentsiev, A.; Takhaev, U.; Mentsiev, A. Digital Transformation in Transport Infrastructure Energy Efficiency: Smart Cities and Sustainable Mobility. E3S Web Conf. 2023, 460, 07018. [Google Scholar] [CrossRef]
- Baudens, P.; Masso, A.; Soe, R.-M. Women’s (Im)Mobility Strategies and Digital Platform Adoption: The Case Study of Employees Doing Desk Work in Pune, India. Gend. Technol. Dev. 2023, 27, 423–443. [Google Scholar] [CrossRef]
- Šulskytė, D. Mobility-as-a-Service: Concepts and Theoretical Approach. In Proceedings of the 2021 IEEE International Conference on Technology and Entrepreneurship (ICTE), Kaunas, Lithuania, 24 August 2021. [Google Scholar]
- Alanazi, F.; Alenezi, M. Driving the Future: Leveraging Digital Transformation for Sustainable Transportation. J. Infrastruct. Policy Dev. 2024, 8, 3085. [Google Scholar] [CrossRef]
- vom Berg, B.W.; Gómez, J.M.; Sandau, A. ICT-Platform to Transform Car Dealerships to Regional Providers of Sustainable Mobility Services. Interdiscip. J. Inf. Knowl. Manag. 2017, 12, 37–51. [Google Scholar] [CrossRef] [PubMed]
- Williamson, B. Digital Education Governance: Data Visualization, Predictive Analytics, and ‘Real-Time’ Policy Instruments. J. Educ. Policy 2016, 31, 123–141. [Google Scholar] [CrossRef]
- Flanagan, F. Theorising the Gig Economy and Home-Based Service Work. J. Ind. Relat. 2019, 61, 57–78. [Google Scholar] [CrossRef]
- Korsunova, A.; Kurilova, M.; Viholainen, N.; Lundberg, P.; Nenko, O.; Galaktionova, A. Digital Platforms for Nurturing Circular Neighbourhood Spirits. Consum. Soc. 2025, 4, 296–315. [Google Scholar] [CrossRef]
- Das, D.K. Exploring the Symbiotic Relationship between Digital Transformation, Infrastructure, Service Delivery, and Governance for Smart Sustainable Cities. Smart Cities 2024, 7, 806–835. [Google Scholar] [CrossRef]
- Cai, Z.; Zheng, X.; Yu, J. A Differential-Private Framework for Urban Traffic Flows Estimation via Taxi Companies. IEEE Trans. Industr. Inform. 2019, 15, 6492–6499. [Google Scholar] [CrossRef]
- Nguyen, Q.-H.; Truong Pham, T.-A. Studying and Developing a Resource Allocation Algorithm in Fog Computing. In Proceedings of the 2018 International Conference on Advanced Computing and Applications (ACOMP), Ho Chi Minh, Vietnam, 27–29 November 2018; pp. 76–82. [Google Scholar]
- Milusheva, S.; Marty, R.; Bedoya, G.; Williams, S.; Resor, E.; Legovini, A. Applying Machine Learning and Geolocation Techniques to Social Media Data (Twitter) to Develop a Resource for Urban Planning; World Bank: Washington, DC, USA, 2020. [Google Scholar]
- Javed, A.R.; Bin Zikria, Y.; ur Rehman, S.; Shahzad, F.; Jalil, Z. Future Smart Cities: Requirements, Emerging Technologies, Applications, Challenges, and Future Aspects. Cities 2022, 129, 103794. [Google Scholar] [CrossRef]
- Kitchin, R.; Coletta, C.; McArdle, G. Urban Informatics, Governmentality and the Logics of Urban Control 2017. Available online: https://osf.io/preprints/socarxiv/27hz8_v1 (accessed on 11 August 2025).
- Furquim, T.S.G.; da Veiga, C.P.; da Veiga, C.R.P.; da Silva, W.V. The Different Phases of the Omnichannel Consumer Buying Journey: A Systematic Literature Review and Future Research Directions. J. Theor. Appl. Electron. Commer. Res. 2022, 18, 79–104. [Google Scholar] [CrossRef]
- Li, H.; Lobschat, L.; Verhoef, P.C. Multichannel Retailing: A Review and Research Agenda. Found. Trends Mark. 2018, 12, 1–79. [Google Scholar] [CrossRef]
- Firdaus, S.; Fuad, A.H. Coworking Space: Second Place, Third Place, or Both? IOP Conf. Ser. Earth Environ. Sci. 2021, 673, 012045. [Google Scholar] [CrossRef]
- Mariotti, I.; Di Marino, M.; Bednář, P. The COVID-19 Pandemic and the Future of Working Spaces; Routledge: London, UK, 2022; ISBN 9781003181163. [Google Scholar]
- Shah, A. Human Duality Principle (HDP): “The Quantum-Bio Ultra-Conscious Human: Navigating Dual Reality”. Int. J. Multidiscip. Res. 2025, SI1, 7. [Google Scholar] [CrossRef]
- Gago, C.; Zinola, A. Unveiling Potential Landscapes in the Age of Dematerialization and Digital Progression. Fash. Highlight 2025, 278–286. [Google Scholar] [CrossRef]
- Paul, U.; Gunasekaran, V.; Liu, J.; Narechania, T.N.; Gupta, A.; Belding, E. Decoding the Divide: Analyzing Disparities in Broadband Plans Offered by Major US ISPs. In Proceedings of the ACM SIGCOMM 2023 Conference, New York, NY, USA, 10 September 2023; ACM: New York, NY, USA, 2023; pp. 578–591. [Google Scholar]
- Li, Y.; Li, G. The Impacts of Digital Literacy on Citizen Civic Engagement—Evidence from China. Digit. Gov. Res. Pract. 2022, 3, 1–12. [Google Scholar] [CrossRef]
- Mpofu, F.Y. Gender Disparity and Digital Financial Inclusion in Advancing the Attainment of Sustainable Development Goals in Developing Countries. Int. J. Innov. Manag. Econ. Soc. Sci. 2023, 3, 49–70. [Google Scholar] [CrossRef]
- Pandey, B.; Brelsford, C.; Seto, K.C. Rising Infrastructure Inequalities Accompany Urbanization and Economic Development. Nat. Commun. 2025, 16, 1193. [Google Scholar] [CrossRef]
- Arévalo-Cordovilla, F.; Palacios-Zamora, K.; Rosero, C.L.; Del Campo, S.G. Digital Divides and Youth Cultural Participation in Rural Contexts in Ecuador. Salud Cienc. Tecnol. 2025, 5, 1913. [Google Scholar] [CrossRef]
- Guo, B.; Wang, Y.; Zhang, H.; Liang, C.; Feng, Y.; Hu, F. Impact of the Digital Economy on High-Quality Urban Economic Development: Evidence from Chinese Cities. Econ. Model. 2023, 120, 106194. [Google Scholar] [CrossRef]
- Xu, Q.; Zhong, M.; Dong, Y. Digital Economy and Risk Response: How the Digital Economy Affects Urban Resilience. Cities 2024, 155, 105397. [Google Scholar] [CrossRef]
- Das, D.; Kwek, B. AI and Data-Driven Urbanism: The Singapore Experience. Digit. Geogr. Soc. 2024, 7, 100104. [Google Scholar] [CrossRef]
- Jieutsa, L.; Gbaguidi, I.; Nadifi, W.; Koseki, S. Deployment of Digital Technologies in African Cities: Emerging Issues and Policy Recommendations for Local Governments. Data Policy 2024, 6, e21. [Google Scholar] [CrossRef]
- Shi, K.; Liu, G.; Cui, Y.; Wu, Y. What Urban Spatial Structure Is More Conducive to Reducing Carbon Emissions? A Conditional Effect of Population Size. Appl. Geogr. 2023, 151, 102855. [Google Scholar] [CrossRef]
- Zhang, W.-L.; Song, L.-Y.; Ilyas, M. Can the Digital Economy Promote Fiscal Effort?: Empirical Evidence from Chinese Cities. Econ. Change Restruct. 2023, 56, 3501–3525. [Google Scholar] [CrossRef]
- Zhang, S. Impact of Urban Digital Economy on ESG Performance: Do Technological and Business Model Innovation Matter. Innov. Econ. Front. 2024, 28, 14–30. [Google Scholar] [CrossRef]
- Bernabe, J.B.; Skarmeta, A. Introducing the Challenges in Cybersecurity and Privacy: The European Research Landscape. In Challenges in Cybersecurity and Privacy—The European Research Landscape; River Publishers: New York, NY, USA, 2022; pp. 1–21. [Google Scholar]
- Calzada, I.; Almirall, E. Data Ecosystems for Protecting European Citizens’ Digital Rights. Transform. Gov. People Process Policy 2020, 14, 133–147. [Google Scholar] [CrossRef]
- Waiganjo, I.N.; Ziezo, M.M.; Osakwe, J. Exploring the Emerging Technologies for Inclusive Growth in Africa. Eng. Sci. Technol. J. 2025, 6, 256–265. [Google Scholar] [CrossRef]
- Bokhari, H.; Awuni, E.T. Digital Inequalities in North Africa: Examining Employment and Socioeconomic Well-Being in Morocco and Tunisia. Converg. Int. J. Res. Into New Media Technol. 2024, 30, 1149–1169. [Google Scholar] [CrossRef]
- Angrist, J.; Caldwell, S.; Hall, J. Uber vs. Taxi: A Driver’s Eye View; National Bureau of Economic Research: Cambridge, MA, USA, 2017. [Google Scholar]
- McDermott, J.L. Difference between Global South Cities: Mexico City, Freetown and the Global Division of Urban Informal Labour. Urban Stud. 2025, 62, 932–953. [Google Scholar] [CrossRef]
- Alam, R.G.; Faruq, A.; Effendy, M. Cybersecurity Management Strategies for Smart Cities in Indonesia: Cultural Factors and Implementation Challenges. Kinetik 2025, 10. [Google Scholar] [CrossRef]
- Mustelier, D.; Henríquez, C. Modeling Land Use Change of Mid-Sized Cities in the Process of Metropolization. Case Study La Serena-Coquimbo Conurbation, Chile. Geogr. Environ. Sustain. 2024, 17, 106–118. [Google Scholar] [CrossRef]
- Soutter, L.; Ferguson, K.; Neubert, M. Digital Payments: Impact Factors and Mass Adoption in Sub-Saharan Africa. Technol. Innov. Manag. Rev. 2019, 7, 41–55. [Google Scholar] [CrossRef]
- Pati, R.; Garud, N. Role of Feedback on Innovative Outcomes: Moderating Role of Resource-Constrained Environments. IEEE Trans. Eng. Manag. 2021, 68, 685–698. [Google Scholar] [CrossRef]
- Hohlfeld, A.; Kredo, T.; Clarke, M. A Scoping Review of Activities Intended to Reduce Publication Bias in Randomised Trials. Syst. Rev. 2024, 13, 310. [Google Scholar] [CrossRef] [PubMed]
- Thelwall, M.; Kousha, K.; Stuart, E.; Makita, M.; Abdoli, M.; Wilson, P.; Levitt, J. Do Bibliometrics Introduce Gender, Institutional or Interdisciplinary Biases into Research Evaluations? Res. Policy 2023, 52, 104829. [Google Scholar] [CrossRef]
- Huff, A.S.; Milliken, F.J.; Hodgkinson, G.P.; Galavan, R.J.; Sund, K.J. A Conversation on Uncertainty in Managerial and Organizational Cognition. In Uncertainty and Strategic Decision Making; Emerald Group Publishing Limited: Leeds, UK, 2016; pp. 1–31. [Google Scholar]
- Rui, L.; Li, K.; Jiang, M.; Jiang, X. Exploring the Factors Influencing Tourists’ Satisfaction and Continuance Intention of Digital Nightscape Tour: Integrating the Design Dimensions and the UTAUT2. Sustainability 2024, 16, 9932. [Google Scholar] [CrossRef]
- Chao, N.; Zhou, Y.; Yang, H. Digital Transformation of Rural Banks: Scale Development and Validation. Sage Open 2024, 14. [Google Scholar] [CrossRef]
- Zhang, X.; Elaine Ji, C.; Zhang, H.; Wei, Y.; Jin, J. On the Role of the Digital Industry in Reshaping Urban Economic Structure: The Case of Hangzhou, China. J. Econ. Anal. 2023, 2, 42. [Google Scholar] [CrossRef]
- Braesemann, F.; Stoehr, N.; Graham, M. Global Networks in Collaborative Programming. Reg. Stud. Reg. Sci. 2019, 6, 371–373. [Google Scholar] [CrossRef]
- David, A.; Yigitcanlar, T.; Li, R.; Corchado, J.; Cheong, P.; Mossberger, K.; Mehmood, R. Understanding Local Government Digital Technology Adoption Strategies. Sustainability. 2023, 15, 9645. [Google Scholar] [CrossRef]
- Singh, V.D. Digital Transformation Changes in the Producer Consumer Relationship. South Asian J. Mark. Manag. Res. 2021, 11, 121–127. [Google Scholar] [CrossRef]
Outcome | Extracted Data |
---|---|
Primary Outcomes |
|
Secondary Variables |
|
Step | Selection Criteria | Process Description |
---|---|---|
1 | Initial Issue Identification |
|
2 | Disruption Detection |
|
3 | Category Formation |
|
4 | Category Refinement |
|
5 | Finalisation |
|
Disruption Category | No. of Studies | Research Methods | Geographic Coverage | Key Metrics Identified |
---|---|---|---|---|
Urban Activities | 22 (33.3%) |
|
|
|
Human Behaviour | 22 (33.3%) |
|
|
|
Urban Mobility | 22 (33.3%) |
|
|
|
Disruption Impacts | Land Use Change | Land Value Impact | Policy Urgency |
---|---|---|---|
Spatial Segregation | 1 | 4 | |
Platform Governance | |||
Tourism Disruption | 2 | ||
Gig Economy | 3 | ||
Remote Work | |||
Shared Mobility | |||
E-commerce | |||
Digital Divide |
Four Transformation Mechanisms | |
---|---|
|
|
Before: User → Middleman → Service After: User ←→ Service
| Physical World → Digital Traces Activities → Data → Insights → Control
|
|
|
Human Decision → Algorithm Subjective → “Objective”
| Linear Growth → Exponential Growth Competition → Monopolisation
|
Phygital Value Framework | |||
---|---|---|---|
Factor Category | Traditional Era | Digital Era | Change Trend |
Traditional | High Importance | Low Importance | |
3 | −75% | ||
CBD Distance | −80% | ||
Transit Access | −50% | ||
Walkability | −67% | ||
Parking | −80% | ||
Street Front | 2 | −70% | |
Digital | No Importance | High Importance | |
Fiber Speed | Not considered | New | |
5G Coverage | Not considered | New | |
Platform Density | Not considered | New | |
Digital Skills | Not considered | New | |
Cloud Access | Not considered | New | |
Hybrid | Partial Importance | High Importance | |
200% | |||
Flex Spaces | 200% | ||
Delivery Access | 1 | 233% | |
Smart Ready | Not considered | New | |
Mixed Use | 71% | ||
Adaptability | 100% |
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© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Harun, I.; Yigitcanlar, T. Urban Land Use and Value in the Digital Economy: A Scoping Review of Disrupted Activities, Behaviours, and Mobility. Land 2025, 14, 1647. https://doi.org/10.3390/land14081647
Harun I, Yigitcanlar T. Urban Land Use and Value in the Digital Economy: A Scoping Review of Disrupted Activities, Behaviours, and Mobility. Land. 2025; 14(8):1647. https://doi.org/10.3390/land14081647
Chicago/Turabian StyleHarun, Ilman, and Tan Yigitcanlar. 2025. "Urban Land Use and Value in the Digital Economy: A Scoping Review of Disrupted Activities, Behaviours, and Mobility" Land 14, no. 8: 1647. https://doi.org/10.3390/land14081647
APA StyleHarun, I., & Yigitcanlar, T. (2025). Urban Land Use and Value in the Digital Economy: A Scoping Review of Disrupted Activities, Behaviours, and Mobility. Land, 14(8), 1647. https://doi.org/10.3390/land14081647