Technological Forecasting and Social Change

Article	Citations
From phone booths to Wi-Fi kiosks: the spatial inequality of public connectivity in New York City	651
Revolutionising retail: A review of Intelligent Unmanned Convenience Stores and their market implications	629
Digitalization's effect on everyday entrepreneurs in the French organic wine industry	515
Towards novel blockchain decentralised autonomous organisation (DAO) led corporate governance framework	469
Increasing lower incomes and reducing material deprivation: The beneficial role of social robots	388
Interdisciplinary limits of creative business education	386
Financing sustainable farming: The role of trust in the adoption of fintech by farmers	367
Mitigating liabilities of foreignness in migrant entrepreneurship: The role of AI in building virtual embeddedness	366
Exploring the impact of metaverse adoption on sustainability outcomes in retail organizations: A dynamic capabilities view perspective	364
Editorial Board	357
Direct network effects in electric vehicle adoption	345
Aligning strategic position, behavior, and structure for smart service businesses in manufacturing	327
Supporting the digital transformation journey through monitoring systems in healthcare. A comparative analysis of European empirical approaches through an adaptation of the IPOO framework	324
Digital innovation as strategic response: How CEO with informal power deal with inconsistent performance feedback	319
Selection of sustainable transportation strategies for campuses using hybrid decision-making approach under picture fuzzy sets	318
Cellulosic ethanol production: Assessment of the impacts of learning and plant capacity	318
Deploying artificial intelligence for healthcare: An empirical study on the patients' usage of health care service and AI's anthropomorphic structure form	290
A multicriteria approach to ranking Latin-American universities based on region-specific criteria	283
Birthplace diversity of immigrants and technological novelty: Unpacking the internal structure of diversity	280
Do multinational technology alliances promote enterprises' innovation quality or quantity in emerging markets? - evidence from China	279
Are we making progress on decarbonization? A panel heterogeneous study of the long-run relationship in selected economies	278
Pathway and key factor identification of third-party market cooperation of China's overseas energy investment projects	273
Stepping out of the innovation race to embrace outnovation: Fostering well-being and responsible consumption through sustainability, simplicity, authenticity, and nostalgia	273
Modelling the effect of electric aircraft on airport operations and infrastructure	263
An AI-enabled approach for improving advertising identification and promotion in social networks	254

The role of religiosity in product and technology acceptance: Evidence from COVID-19 vaccines	249
The successful implementation of industry 4.0 in manufacturing: An analysis and prioritization of risks in Irish industry	245
A framework for research on the automation of work	239
Innovation in crisis: The role of ‘exaptive relations’ for medical device development in response to COVID-19	236
Using fuzzy cognitive maps to develop policy strategies for the development of green rural housing: A case study in China	235
Technology married to good governance and diversity: Explaining e-participation preparedness in government	228
Personal growth or servant leader: What do hotel employees need most to be affectively well amidst the turbulent COVID-19 times?	226
Analyzing the interplay between eco-friendly and Islamic digital currencies and green investments	224
Navigating the green wave: Understanding behavioral antecedents of sustainable cryptocurrency investment	221
Adopting new technologies during the crisis: An empirical analysis of agricultural sector	221
Student evaluation of online learning during the COVID-19 pandemic	218
Late-stage academic entrepreneurship: Explaining why academic scientists collaborate with industry to commercialize their patents	218
Credit evaluation solutions for social groups with poor services in financial inclusion: A technical forecasting method	215
An exploratory study on users' resistance to mobile app updates: Using netnography and fsQCA	214
Whom you know matters: Network structure, industrial environment and digital orientation	214
Enhancing blue: The resilience of blue economy and the efficiency of China's sea-land industrial synergy	213
Minimizing extractivism through 3D printing with law and policy support	213
Technological changes, financial development and ecological consequences: A comparative study of developed and developing economies	212
Implementing and scaling artificial intelligence: A review, framework, and research agenda	211
Impacts of digital government on regional eco-innovation: Moderating role of dual environmental regulations	206
Synergistic impacts of technological advancement and environmental hazards on social change and human well-being in South Asia	202
Regional innovation ability and its inequality: Measurements and dynamic decomposition	201
Forecasting the Olympic medal distribution – A socioeconomic machine learning model	200
The empirical study of digital marketing strategy and performance in small and medium-sized enterprises (SMEs)	197
Who are we? Analyzing the digital identities of organizations through the lens of micro-interactions on social media	197
Exploring users' willingness to disclose personal information in online healthcare communities: The role of satisfaction	197
AI-empowered scale development: Testing the potential of ChatGPT	196
Identifying potential breakthrough research: A machine learning method using scientific papers and Twitter data	189
Intangibles, innovation, and sector specialization in global value chains: A case study on the EU's and the UK's manufacturing industries	189
Quantile co-movement and dependence between energy-focused sectors and artificial intelligence	188
Hesitation at increasing integration: The feasibility of Norway expanding cross-border renewable electricity interconnection to support European decarbonisation	188
The effect of foreign aid on carbon emissions in recipient countries: Evidence from China	187
Evaluating the impact of big data analytics usage on the decision-making quality of organizations	187
R&D innovation, industrial evolution and the labor skill structure in China manufacturing	187
Capturing the timing of crisis evolution: A machine learning and directional wavelet coherence approach to isolating event-specific uncertainty using Google searches with an application to COVID-19	186
Eco-friendly technologies, international tourism and carbon emissions: Evidence from the most visited countries	186
A systematic literature network analysis of green information technology for sustainability: Toward smart and sustainable livelihoods	181
The relationship between total factor productivity and environmental quality: A sustainable future with innovation input	179
Coskewness and the short-term predictability for Bitcoin return	179
Assessing the impact of new technologies on wages and labour income shares	178
Can digital transformation alleviate corporate tax stickiness: The mediation effect of tax avoidance	178
The gig economy's secret weapon: ChatGPT	177
Environmental behavioral perceptions under uncertainty of alternative economic futures	176
Enabling battery circularity: Unlocking circular business model archetypes and collaboration forms in the electric vehicle battery ecosystem	175
Transition towards environmental sustainability through financial inclusion, and digitalization in China: Evidence from novel quantile-on-quantile regression and wavelet coherence approach	175
Forecasting power load: A hybrid forecasting method with intelligent data processing and optimized artificial intelligence	174
Cross-spectral coherence and dynamic connectedness among contactless digital payments and digital communities, enterprise collaboration, and virtual reality firms	171
Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping	169
Intelligent cathedrals: Using augmented reality, virtual reality, and artificial intelligence to provide an intense cultural, historical, and religious visitor experience	168
Cash rich to cashless market: Segmentation and profiling of Fintech-led-Mobile payment users	167

Environmental information disclosure and green technology innovation: Empirical evidence from China	167
The contagion effect of artificial intelligence across innovative industries: From blockchain and metaverse to cleantech and beyond	166
Is FinTech making world more “inclusive”? Evidence from inclusive growth story of China	166
Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?	165
Consequences of technostress for users in remote (home) work contexts during a time of crisis: The buffering role of emotional social support	164
Income inequality, energy poverty, and energy efficiency: Who cause who and how?	164
Risk prediction and credibility detection of network public opinion using blockchain technology	163
Alignment of words and actions? Government environmental attention and enterprise digital transformation	163
Does corporate social responsibility pay? Evidence from social ratings in microfinance institutions	162
Innovation ecosystems as structures: Actor roles, timing of their entrance, and interactions	161
Effect of Digital Silk Road and innovation heterogeneity on digital economy growth across 29 countries: New evidence from PSM-DID	161
Revealing the role of intellectual capital in digitalized health networks. A meso‑level analysis for building and monitoring a KPI dashboard	160
Service chatbot: Co-citation and big data analysis toward a review and research agenda	159
Climate policy uncertainty and the U.S. economic cycle	158
Dynamic effect of Bitcoin, fintech and artificial intelligence stocks on eco-friendly assets, Islamic stocks and conventional financial markets: Another look using quantile-based approaches	156
Editorial Board	155
Consumer knowledge and sustainable decision-making: A mixed-method inquiry and proposed model	153
More is better or in waste? A resource allocation measure of government grants for facilitating firm innovations	153
Framing the virus: The political, economic, biomedical and social understandings of the COVID-19 in Taiwan	152
Empowering AI with experiential learning: Implications from analysing user-generated content	148
Does Internet exposure reduce the desire for family control? Evidence from China	148
Transforming supply chain operations: Unveiling the path ahead by leveraging artificial intelligence (AI) to drive the shift towards carbon neutrality (CN)	148
The Yin and Yang of social media: Employing PLS-SEM, fsQCA, and NCA to assess its effects on employee work performance	147
Promoting low-carbon development in Yangtze River Delta area in China through the lens of decarbonization of industrial gas producers: A case study based on evolutionary game and Lotka-Volterra models	146
Urban and architectural spatial changes based on technology-adapted users: A literature review	146
Sustainable development goal deficits and the Covid 19 pandemic	145
Links between entropy, complexity, and the technological singularity	145
Biased technical change, capital deepening, and efficiency of environmental regulations: Evidence from the Chinese provinces	145
They didn't ask: Online innovation communities as a latent dynamic capability	144
Emission reduction targets and electrification of the Finnish energy system with low-carbon Power-to-X technologies: Potentials, barriers, and innovations – A Delphi survey	142
How can infectious medical waste be forecasted and transported during the COVID-19 pandemic? A hybrid two-stage method	142
Why do people choose to continue using cryptocurrencies?	142
Specialization in climate technologies at the regional level in Europe: relatedness and the moderating role of policy direction	140
The impacts of game experience and fanwork creation on game loyalty: Mediation effect of perceived value	140
Exploring the knowledge base of innovation research: Towards an emerging innovation model	137
IP dLedger - Decentralized ledger for intellectual property administration	136
An exploratory analysis of Brazilian universities in the technological innovation process	134
Technology yields spoils: The impact of digitalization on innovation value appropriation	133
Does mobile money contribute to reducing multidimensional poverty?	132
Technology-enabled financing of sustainable infrastructure: A case for blockchains and decentralized oracle networks	131
Driven by the policy or bent by the market? Cracking the digital transformation code of farmer cooperatives	130
The impact of natural resource dependency on green economic growth: A business environment perspective	130
Bringing employee learning to AI stress research: A moderated mediation model	130
Impact of virtual water export on water resource security associated with the energy and food bases in Northeast China	130
Geopolitics and the changing landscape of global value chains and competition in the global semiconductor industry: Rivalry and catch-up in chip manufacturing in East Asia	129
Leading smart city projects: Government dynamic capabilities and public value creation	129
Evaluating and forecasting the niche fitness of regional innovation ecosystems: A comparative evaluation of different optimized grey models	128
The pressure of political promotion and renewable energy technological innovation: A spatial econometric analysis from China	128
The role of cooperation and technological orientation on startups' innovativeness: An analysis based on the microfoundations of innovation	127
An exploratory study of breakthrough innovations in digital businesses: The case of the Perfect Corporation	126
Investigating the effect of advertising irritation on digital advertising effectiveness: A moderated mediation model	126
Social media content classification and community detection using deep learning and graph analytics	125
The interplaying factors of the robotic tourism experience: The customer journey's touchpoints, context, and qualities	125
How can pilot and demonstration plants drive market formation? Lessons from advanced biofuel development in Europe	125
AI-enabled Green Business Strategy: Path to carbon neutrality via environmental performance and green process innovation	124
Female parliamentarians and environmental sustainability: Do national culture matter?	123
Appropriating IT outsourcing for IT alignment: An adaptive structuration theory perspective	122
Determinants of natural disaster emergency public investment cycles in central and southern Chinese regions: The role of technological innovation efficiency	122
Renewable energy consumption, trade and inflation in MENA countries with augmented production function: Implications for the COP26	120
How digital technology affects working conditions in globally fragmented production chains: Evidence from Europe	119
Smart farming technologies and changes to farm work: New insights into on-farm experiences	119
Sustainability in family business: Mechanisms, technologies and business models for achieving economic prosperity, environmental quality and social equity	118
Exploring the nexus of digital transformation and sustainability in agribusiness: Advancing a research agenda	118
Alexa, what's on my shopping list? Transforming customer experience with digital voice assistants	118
Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China	118
Implementing customer relationship management successfully: A configurational perspective	117
From theory to practice: Empirical perspectives on the metaverse's potential	117
Analysis of artificial intelligence-based technologies and approaches on sustainable entrepreneurship	116
Antecedent configurations toward radical green innovation: Based on resource orchestration theory	115
What can the environmental rule of law do for environmental innovation? Evidence from environmental tribunals in China	115
Contingency-based analysis of the drivers and obstacles to a successful sustainable business model: Seeking the uncaptured value	114
Innovating agri-food business models after the Covid-19 pandemic: The impact of digital technologies on the value creation and value capture mechanisms	113
Impact of AI-focussed technologies on social and technical competencies for HR managers – A systematic review and research agenda	111
Impact of population aging on food security in the context of artificial intelligence: Evidence from China	111
An analysis of the competitiveness of the tourism industry in a context of economic recovery following the COVID19 pandemic	109
Generational differences in organizational leaders: an interpretive phenomenological analysis of work meaningfulness in the Nordic high-tech organizations	109
Managing a blockchain-based platform ecosystem for industry-wide adoption: The case of TradeLens	109
Beyond borders: Assessing the transboundary effects of environmental regulation on technological development in Europe	108
Exploring new digital therapeutics technologies for psychiatric disorders using BERTopic and PatentSBERTa	108
Effective R&D capital and total factor productivity: Evidence using spatial panel data models	108

Digital health platforms for the elderly? Key adoption and usage barriers and ways to address them	107
Hard budget constraints and artificial intelligence technology	107
Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms	107
Unlocking blockchain's potential for supply chain transformation: A robust system analysis for enhanced strategic performance	106
Social acceptability of innovation: A systematic literature review and future research directions	106
New way out of efficiency-equity dilemma: Digital technology empowerment for local government environmental governance	106
Editorial Board	106
“Assessment of circular economy strategies for climate change mitigation”: A forecast on India's path to a net zero future	105
Editorial introduction to the Special Issue: Interactions between humans and social robots put to the test	104
How do state internet regulations impact innovation? A cross-country configural narrative	104
Determinants of firms' decisions to block AI crawlers: Strategic insights from the BEDC framework	104
An empirical investigation of critical success factors in implementing digital transformation	104
Designing a digital citizen-centered service	103
My video game console is so cool! A coolness theory-based model for intention to use video game consoles	103
Antifragility or threat-rigidity: the impact of board environmental policy uncertainty perception on corporate exploratory and exploitative green technological innovation	103
Onboarding for a new playful narrative adventure in game metaverses	102
Editorial Board	102
How do care service managers and workers perceive care robot adoption in elderly care facilities?	101
Me, myself and AI: How gender, personality and emotions determine willingness to use Strong AI for self-improvement	99
The time-varying impact of geopolitical relations on rare earth trade networks: What is the role of China's rare earth export restrictions?	99
Institutional forces, leapfrogging effects, and innovation status: Evidence from the adoption of a continuously evolving technology in small organizations	99
Cross-border knowledge transfer and the innovation performance of developing economy small and medium enterprises: A moderated mediation effect of industry networks and localization of knowledge	99
Using emerging technologies to tackle mobility challenges caused by population ageing: Experiences from Japan	99
Bibliometric analysis of sustainable tourism using CiteSpace	98
Investigating the potential of low-carbon pathways for hydrocarbon-dependent rentier states: Sociotechnical transition in Qatar	98
Navigating toward the promised land of digitalization and sustainability convergence	98
A data-driven approach to establishing a patent strategy by generating a patent map based on generative topographic mapping	98
Game changers in science and technology - now and beyond	97
Is this a new story of the ‘Two Giants’? A systematic literature review of the relationship between industry 4.0, sustainability and its pillars	97
Cooperation in an uncertain environment: The impact of stakeholders' concerted action on collaborative innovation projects risk management	96
Entrepreneurship Education and Graduates' Entrepreneurial Intentions: Does Gender Matter? A Multi-Group Analysis using AMOS	96
Revisiting TAM2 in behavioral targeting advertising: A deep learning-based dual-stage SEM-ANN analysis	96
Spatial effects of technology market development on energy efficiency: Heterogeneity analysis based on the characteristics of technology market	95
Forecasting impulsive consumers driven by macro-influencers posts: Intervention of followers' flow state and perceived informativeness	94
A decision support scheme for solving the mobile coverage gap in rural areas in developing countries – Demonstrated with a case in Indonesia	94
Does corporate social responsibility influence performance persistence? A signal extraction approach with evidence from Fortune 500 companies	94
The choice of structural equation modeling technique matters: A commentary on Dash and Paul (2021)	94
Evaluation of the alternatives of introducing electric vehicles in developing countries using Type-2 neutrosophic numbers based RAFSI model	94
Customer acceptance of frontline social robots—Human-robot interaction as boundary condition	94
Mapping technological trajectories and exploring knowledge sources: A case study of E-payment technologies	93
A novel approach for DDoS attacks detection in COVID-19 scenario for small entrepreneurs	93
Blockchain application and collaborative innovation in the manufacturing industry: Based on the perspective of social trust	93
American society keeps a lid on the number of deaths from guns and car accidents but not from mass shootings	92
Antecedents and consequences of social media group users' fatigue: A mixed-methods study under educational context	92
Coupling for climate intervention: Sectoral and sustainability couplings for carbon removal and solar geoengineering pathways	92
Neither buying nor allying: Employing open innovation through the rental of R&D capabilities	92
Hybrid crops, income, and food security of smallholder families: Empirical evidence from poor states of India	91
To be (online) or not to be? The antecedents of online study propensity and e-learning-dependent dropout intention in higher education	90
Strategic scenarios for the digitalisation of chronic disease care management: A 10-year foresight case study in Lisbon's primary healthcare setting	90
Substantial response or impression management? Compliance strategies for sustainable development responsibility in family firms	90
Policy capacities for mission-oriented innovation policy: A case study of UKRI and the industrial strategy challenge fund	90
Corrigendum to “Forecasting inclusive futures: Fintech, capability expansion, and livelihood pathways in urban Indian slums – A mixed-methods analysis” [Published in Technological Forecasting & So	90
Unleashing the spillover potential: Exploring the role of technology-seeking investment in driving green innovation of host countries	89
The impact of voice assistant home devices on people with disabilities: A longitudinal study	89
Frontline healthcare providers’ behavioural intention to Internet of Things (IoT)-enabled healthcare applications: A gender-based, cross-generational study	89
High-stake student drop-out prediction using hidden Markov models in fully asynchronous subscription-based MOOCs	88
The nonlinear effects of environmental innovation on energy sector-based carbon dioxide emissions in OECD countries	88
Corrigendum to “Exploring the impact of responsible AI governance on corporate performance: A quasi-natural experiment” [Technol. Forecast. Soc. Change 223 (February 2026) 124425]	88
The impact-mechanism of “Internet +” on the innovation performance of traditional enterprises: Empirical evidence from China	88
Unpacking the intellectual structure and evolution trend of general-purpose technologies development in innovation studies	88
On the post-pandemic travel boom: How capacity building and smart tourism technologies in rural areas can help - evidence from Iran	88
Technology–user–environment framework for assessing smart city technology adoption: Insights from Sejong National Pilot Smart City	87
The role of lean, agility and learning ambidexterity in Industry 4.0 implementations	87
Industry 4.0 technologies in Smart Agriculture: A review and a Technology Assessment Model proposition	87
Understanding the Mechanism Between IT Identity, IT Mindfulness and Mobile Health Technology Continuance Intention: An Extended Expectation Confirmation Model	86
Innovation in times of crisis: The relevance of digitalization and early internationalization strategies	85
The effects of internet use on the cultivation of non-timber forest products	85
Assessing the speed of improved postharvest technology adoption in Tanzania: The role of social learning and agricultural extension services	85
The impact of climate change on credit cycles: Evidence from China's bond market	85
Sensing the Metaverse: The microfoundations of complementor firms' dynamic sensing capabilities in emerging-technology ecosystems	85
Are universities ready to deliver digital skills and competences? A text mining-based case study of marketing courses in Italy	84
High-tech industry agglomeration and regional green development: An analysis of spatial Durbin model	84
Twin transition in industrial organizations: Conceptualization, implementation framework, and research agenda	84
Artificial intelligence adoption in a professional service industry: A multiple case study	84
The effects of government subsidies on the sustainable innovation of university-industry collaboration	83
Climate risks, financial performance and lending growth: Evidence from the banking industry	83
Gender diversity on boards: Determinants that underlie the proposals for female directors	83
Revisiting the development trajectory of the digital divide: A main path analysis approach	83
Title: Holistic governance strategy to reduce carbon intensity	83
Evaluation of the critical success factors of dynamic enterprise risk management in manufacturing SMEs using an integrated fuzzy decision-making model	83
Unveiling the green innovation paradox: Exploring the impact of carbon emission reduction on corporate green technology innovation	83
Roles of top management support and compatibility in big data predictive analytics for supply chain collaboration and supply chain performance	82
Antecedents of international entrepreneurship and emerging technologies help to achieve sustainable development goals: Moderating role of global mindset	82
African green hydrogen uptake from the lens of African development and European energy security: A blessing or curse?	82
Creating new tech entrepreneurs with digital platforms: Meta-organizations for shared value in data-driven retail ecosystems	82
The role of organizational ambidexterity and frugal innovation in enhancing circular supply chains: The effect of artificial intelligence capabilities	82
Can digital literacy improve individuals' incomes and narrow the income gap?	82
Micro and macro factors of firm scaling	81
The unicorn match: Consumer mindset and the adoption of disruptive models	81
Comparing research trends with patenting activities in the biomedical sector: The case of dementia	81
Renewable energy source technology selection considering the empathetic preferences of experts in a cognitive fuzzy social participatory allocation network	81
Detecting the technology's evolutionary pathway using HiDS-trait-driven tech mining strategy	80
Public sector development and entrepreneurial initiatives for improving circular economy performance: Government policy and digital transformation initiatives as moderators	80
A composite indicator index as a proxy for measuring the quality of water supply as perceived by users for urban water services	80
Win, lose, or draw? Forecasting the outcome of a race toward a dominant formal standard with machine learning	80