Technological Forecasting and Social Change

Article	Citations
Revolutionising retail: A review of Intelligent Unmanned Convenience Stores and their market implications	723
Editorial Board	391
Environmental behavioral perceptions under uncertainty of alternative economic futures	379
Enhancing blue: The resilience of blue economy and the efficiency of China's sea-land industrial synergy	370
Pathway and key factor identification of third-party market cooperation of China's overseas energy investment projects	348
Analyzing the interplay between eco-friendly and Islamic digital currencies and green investments	341
Increasing lower incomes and reducing material deprivation: The beneficial role of social robots	323
Are we making progress on decarbonization? A panel heterogeneous study of the long-run relationship in selected economies	319
Stepping out of the innovation race to embrace outnovation: Fostering well-being and responsible consumption through sustainability, simplicity, authenticity, and nostalgia	310
Towards novel blockchain decentralised autonomous organisation (DAO) led corporate governance framework	302
Is FinTech making world more “inclusive”? Evidence from inclusive growth story of China	302
Direct network effects in electric vehicle adoption	288
Unlocking the institutional foundations of green innovation: A machine learning analysis	274
Cellulosic ethanol production: Assessment of the impacts of learning and plant capacity	274
Advertising strategies for innovation capability sharing: A two-sided market analysis	273
A multicriteria approach to ranking Latin-American universities based on region-specific criteria	271
Birthplace diversity of immigrants and technological novelty: Unpacking the internal structure of diversity	271
Coskewness and the short-term predictability for Bitcoin return	265
Deploying artificial intelligence for healthcare: An empirical study on the patients' usage of health care service and AI's anthropomorphic structure form	261
Credit evaluation solutions for social groups with poor services in financial inclusion: A technical forecasting method	257
Climate policy uncertainty and the U.S. economic cycle	257
Personal growth or servant leader: What do hotel employees need most to be affectively well amidst the turbulent COVID-19 times?	253
Integrating human support with algorithmic control: Psychological reactance in platform work	252
From phone booths to Wi-Fi kiosks: the spatial inequality of public connectivity in New York City	249
Innovation in crisis: The role of ‘exaptive relations’ for medical device development in response to COVID-19	239

Using fuzzy cognitive maps to develop policy strategies for the development of green rural housing: A case study in China	233
Minimizing extractivism through 3D printing with law and policy support	232
Digitalization's effect on everyday entrepreneurs in the French organic wine industry	229
Mitigating liabilities of foreignness in migrant entrepreneurship: The role of AI in building virtual embeddedness	228
The effect of foreign aid on carbon emissions in recipient countries: Evidence from China	224
Digital innovation as strategic response: How CEO with informal power deal with inconsistent performance feedback	221
Financing sustainable farming: The role of trust in the adoption of fintech by farmers	220
Exploring the impact of metaverse adoption on sustainability outcomes in retail organizations: A dynamic capabilities view perspective	219
The relationship between total factor productivity and environmental quality: A sustainable future with innovation input	218
Selection of sustainable transportation strategies for campuses using hybrid decision-making approach under picture fuzzy sets	215
Technology married to good governance and diversity: Explaining e-participation preparedness in government	214
Service chatbot: Co-citation and big data analysis toward a review and research agenda	212
Transition towards environmental sustainability through financial inclusion, and digitalization in China: Evidence from novel quantile-on-quantile regression and wavelet coherence approach	209
Who are we? Analyzing the digital identities of organizations through the lens of micro-interactions on social media	207
The empirical study of digital marketing strategy and performance in small and medium-sized enterprises (SMEs)	206
The role of religiosity in product and technology acceptance: Evidence from COVID-19 vaccines	205
The gig economy's secret weapon: ChatGPT	202
Assessing the impact of new technologies on wages and labour income shares	202
Hesitation at increasing integration: The feasibility of Norway expanding cross-border renewable electricity interconnection to support European decarbonisation	201
AI-empowered scale development: Testing the potential of ChatGPT	200
Forecasting power load: A hybrid forecasting method with intelligent data processing and optimized artificial intelligence	196
Regional innovation ability and its inequality: Measurements and dynamic decomposition	195
An exploratory study on users' resistance to mobile app updates: Using netnography and fsQCA	193
R&D innovation, industrial evolution and the labor skill structure in China manufacturing	190
Impacts of digital government on regional eco-innovation: Moderating role of dual environmental regulations	189
Innovation ecosystems as structures: Actor roles, timing of their entrance, and interactions	185
Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?	182
Cross-spectral coherence and dynamic connectedness among contactless digital payments and digital communities, enterprise collaboration, and virtual reality firms	181
Do multinational technology alliances promote enterprises' innovation quality or quantity in emerging markets? - evidence from China	179
Navigating the green wave: Understanding behavioral antecedents of sustainable cryptocurrency investment	176
Does corporate social responsibility pay? Evidence from social ratings in microfinance institutions	174
Impact of robotics on unemployment: Moderating effect of the national culture	174
Quantile co-movement and dependence between energy-focused sectors and artificial intelligence	173
Technological changes, financial development and ecological consequences: A comparative study of developed and developing economies	171
Whom you know matters: Network structure, industrial environment and digital orientation	171
A framework for research on the automation of work	170
Risk prediction and credibility detection of network public opinion using blockchain technology	169
AI technology and labor skill transformation: Theoretical and empirical evidence from China	168
Interdisciplinary limits of creative business education	167
Income inequality, energy poverty, and energy efficiency: Who cause who and how?	167
Identifying potential breakthrough research: A machine learning method using scientific papers and Twitter data	166
Consequences of technostress for users in remote (home) work contexts during a time of crisis: The buffering role of emotional social support	165
Implementing and scaling artificial intelligence: A review, framework, and research agenda	163
Alignment of words and actions? Government environmental attention and enterprise digital transformation	161
An AI-enabled approach for improving advertising identification and promotion in social networks	160
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	159
Supporting the digital transformation journey through monitoring systems in healthcare. A comparative analysis of European empirical approaches through an adaptation of the IPOO framework	159
Synergistic impacts of technological advancement and environmental hazards on social change and human well-being in South Asia	157
Enabling battery circularity: Unlocking circular business model archetypes and collaboration forms in the electric vehicle battery ecosystem	157
The contagion effect of artificial intelligence across innovative industries: From blockchain and metaverse to cleantech and beyond	156

Adopting new technologies during the crisis: An empirical analysis of agricultural sector	154
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	151
Can digital transformation alleviate corporate tax stickiness: The mediation effect of tax avoidance	150
Eco-friendly technologies, international tourism and carbon emissions: Evidence from the most visited countries	149
Cash rich to cashless market: Segmentation and profiling of Fintech-led-Mobile payment users	147
A systematic literature network analysis of green information technology for sustainability: Toward smart and sustainable livelihoods	147
Effect of Digital Silk Road and innovation heterogeneity on digital economy growth across 29 countries: New evidence from PSM-DID	145
Editorial Board	145
What can the environmental rule of law do for environmental innovation? Evidence from environmental tribunals in China	143
Impact of population aging on food security in the context of artificial intelligence: Evidence from China	142
Smart farming technologies and changes to farm work: New insights into on-farm experiences	141
Hard budget constraints and artificial intelligence technology	140
Multi-dimensional environmental assessments of China's typical photovoltaic- and wind-driven seawater desalination in coastal areas	140
Consumer knowledge and sustainable decision-making: A mixed-method inquiry and proposed model	139
An exploratory study of breakthrough innovations in digital businesses: The case of the Perfect Corporation	138
Exploring new digital therapeutics technologies for psychiatric disorders using BERTopic and PatentSBERTa	138
Biased technical change, capital deepening, and efficiency of environmental regulations: Evidence from the Chinese provinces	134
Specialization in climate technologies at the regional level in Europe: relatedness and the moderating role of policy direction	134
Exploring the knowledge base of innovation research: Towards an emerging innovation model	133
Exploring the nexus of digital transformation and sustainability in agribusiness: Advancing a research agenda	132
Does Internet exposure reduce the desire for family control? Evidence from China	130
Urban and architectural spatial changes based on technology-adapted users: A literature review	130
Managing a blockchain-based platform ecosystem for industry-wide adoption: The case of TradeLens	129
Renewable energy consumption, trade and inflation in MENA countries with augmented production function: Implications for the COP26	129
The pressure of political promotion and renewable energy technological innovation: A spatial econometric analysis from China	128
Investigating the effect of advertising irritation on digital advertising effectiveness: A moderated mediation model	128
An exploratory analysis of Brazilian universities in the technological innovation process	127
Impact of virtual water export on water resource security associated with the energy and food bases in Northeast China	125
Divergent Paths: Unpacking the role of skill-biased and routine-biased technological change on urban income inequality in China	124
They didn't ask: Online innovation communities as a latent dynamic capability	124
Leading smart city projects: Government dynamic capabilities and public value creation	123
Emission reduction targets and electrification of the Finnish energy system with low-carbon Power-to-X technologies: Potentials, barriers, and innovations – A Delphi survey	123
Social media content classification and community detection using deep learning and graph analytics	122
Framing the virus: The political, economic, biomedical and social understandings of the COVID-19 in Taiwan	122
Determinants of natural disaster emergency public investment cycles in central and southern Chinese regions: The role of technological innovation efficiency	122
Antecedent configurations toward radical green innovation: Based on resource orchestration theory	121
Implementing customer relationship management successfully: A configurational perspective	121
Empowering AI with experiential learning: Implications from analysing user-generated content	121
Technology-enabled financing of sustainable infrastructure: A case for blockchains and decentralized oracle networks	121
The Yin and Yang of social media: Employing PLS-SEM, fsQCA, and NCA to assess its effects on employee work performance	119
New way out of efficiency-equity dilemma: Digital technology empowerment for local government environmental governance	116
Contingency-based analysis of the drivers and obstacles to a successful sustainable business model: Seeking the uncaptured value	116
The impact of natural resource dependency on green economic growth: A business environment perspective	115
Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms	115
Alexa, what's on my shopping list? Transforming customer experience with digital voice assistants	115
Effective R&D capital and total factor productivity: Evidence using spatial panel data models	114
Generational differences in organizational leaders: an interpretive phenomenological analysis of work meaningfulness in the Nordic high-tech organizations	113
Analysis of artificial intelligence-based technologies and approaches on sustainable entrepreneurship	113
Evaluating and forecasting the niche fitness of regional innovation ecosystems: A comparative evaluation of different optimized grey models	113
AI-enabled Green Business Strategy: Path to carbon neutrality via environmental performance and green process innovation	113
Female parliamentarians and environmental sustainability: Do national culture matter?	112
IP dLedger - Decentralized ledger for intellectual property administration	112
Why do people choose to continue using cryptocurrencies?	112
Dynamic optimal distinctive configurations enabling manufacturing firms to achieve high green innovation efficiency	111
Approaching the future: Blueprinting and Wayfinding in corporate foresight enactment	111
Does mobile money contribute to reducing multidimensional poverty?	110
The role of cooperation and technological orientation on startups' innovativeness: An analysis based on the microfoundations of innovation	109
Technology yields spoils: The impact of digitalization on innovation value appropriation	109
Bringing employee learning to AI stress research: A moderated mediation model	108
How can infectious medical waste be forecasted and transported during the COVID-19 pandemic? A hybrid two-stage method	108
More is better or in waste? A resource allocation measure of government grants for facilitating firm innovations	106
Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China	105
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	104
From theory to practice: Empirical perspectives on the metaverse's potential	104
How digital technology affects working conditions in globally fragmented production chains: Evidence from Europe	103
Beyond borders: Assessing the transboundary effects of environmental regulation on technological development in Europe	103
Impact of AI-focussed technologies on social and technical competencies for HR managers – A systematic review and research agenda	103
Exploring the impact of AI investments on waste management and mitigation from the Lens of sustainable circular economy	102
Transforming supply chain operations: Unveiling the path ahead by leveraging artificial intelligence (AI) to drive the shift towards carbon neutrality (CN)	102
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	102
How can pilot and demonstration plants drive market formation? Lessons from advanced biofuel development in Europe	101
Driven by the policy or bent by the market? Cracking the digital transformation code of farmer cooperatives	101
Digital health platforms for the elderly? Key adoption and usage barriers and ways to address them	101
Innovating agri-food business models after the Covid-19 pandemic: The impact of digital technologies on the value creation and value capture mechanisms	101
Social acceptability of innovation: A systematic literature review and future research directions	99
Editorial Board	99
Determinants of firms' decisions to block AI crawlers: Strategic insights from the BEDC framework	99
Appropriating IT outsourcing for IT alignment: An adaptive structuration theory perspective	99
How do state internet regulations impact innovation? A cross-country configural narrative	98
Neither buying nor allying: Employing open innovation through the rental of R&D capabilities	97

Antecedents and consequences of social media group users' fatigue: A mixed-methods study under educational context	97
A decision support scheme for solving the mobile coverage gap in rural areas in developing countries – Demonstrated with a case in Indonesia	97
An empirical investigation of critical success factors in implementing digital transformation	96
Gender diversity on boards: Determinants that underlie the proposals for female directors	96
Hybrid crops, income, and food security of smallholder families: Empirical evidence from poor states of India	96
The impact of climate change on credit cycles: Evidence from China's bond market	96
The choice of structural equation modeling technique matters: A commentary on Dash and Paul (2021)	95
To be (online) or not to be? The antecedents of online study propensity and e-learning-dependent dropout intention in higher education	95
A data-driven approach to establishing a patent strategy by generating a patent map based on generative topographic mapping	95
Antifragility or threat-rigidity: the impact of board environmental policy uncertainty perception on corporate exploratory and exploitative green technological innovation	95
Unpacking the intellectual structure and evolution trend of general-purpose technologies development in innovation studies	95
Strategic scenarios for the digitalisation of chronic disease care management: A 10-year foresight case study in Lisbon's primary healthcare setting	95
Can digital literacy improve individuals' incomes and narrow the income gap?	94
Does corporate social responsibility influence performance persistence? A signal extraction approach with evidence from Fortune 500 companies	94
Cooperation in an uncertain environment: The impact of stakeholders' concerted action on collaborative innovation projects risk management	94
Editorial Board	94
Evaluation of the critical success factors of dynamic enterprise risk management in manufacturing SMEs using an integrated fuzzy decision-making model	94
Spatial effects of technology market development on energy efficiency: Heterogeneity analysis based on the characteristics of technology market	94
Policy capacities for mission-oriented innovation policy: A case study of UKRI and the industrial strategy challenge fund	93
Proximity and cross-regional academia-industry collaboration: The moderating role of regional government support	93
Are universities ready to deliver digital skills and competences? A text mining-based case study of marketing courses in Italy	93
Editorial introduction to the Special Issue: Interactions between humans and social robots put to the test	93
Forecasting impulsive consumers driven by macro-influencers posts: Intervention of followers' flow state and perceived informativeness	92
Unlocking blockchain's potential for supply chain transformation: A robust system analysis for enhanced strategic performance	92
Coupling for climate intervention: Sectoral and sustainability couplings for carbon removal and solar geoengineering pathways	92
Unleashing the spillover potential: Exploring the role of technology-seeking investment in driving green innovation of host countries	91
Sensing the Metaverse: The microfoundations of complementor firms' dynamic sensing capabilities in emerging-technology ecosystems	91
The effects of internet use on the cultivation of non-timber forest products	91
High-tech industry agglomeration and regional green development: An analysis of spatial Durbin model	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
Title: Holistic governance strategy to reduce carbon intensity	90
Corrigendum to “Exploring the impact of responsible AI governance on corporate performance: A quasi-natural experiment” [Technol. Forecast. Soc. Change 223 (February 2026) 124425]	90
The impact-mechanism of “Internet +” on the innovation performance of traditional enterprises: Empirical evidence from China	89
American society keeps a lid on the number of deaths from guns and car accidents but not from mass shootings	89
Innovation in times of crisis: The relevance of digitalization and early internationalization strategies	89
Revisiting the development trajectory of the digital divide: A main path analysis approach	88
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	88
Onboarding for a new playful narrative adventure in game metaverses	88
High-stake student drop-out prediction using hidden Markov models in fully asynchronous subscription-based MOOCs	88
Mapping technological trajectories and exploring knowledge sources: A case study of E-payment technologies	88
“Assessment of circular economy strategies for climate change mitigation”: A forecast on India's path to a net zero future	88
The time-varying impact of geopolitical relations on rare earth trade networks: What is the role of China's rare earth export restrictions?	87
Using emerging technologies to tackle mobility challenges caused by population ageing: Experiences from Japan	86
Navigating toward the promised land of digitalization and sustainability convergence	86
Climate risks, financial performance and lending growth: Evidence from the banking industry	86
How do care service managers and workers perceive care robot adoption in elderly care facilities?	86
The role of organizational ambidexterity and frugal innovation in enhancing circular supply chains: The effect of artificial intelligence capabilities	86
Antecedents of international entrepreneurship and emerging technologies help to achieve sustainable development goals: Moderating role of global mindset	85
Investigating the potential of low-carbon pathways for hydrocarbon-dependent rentier states: Sociotechnical transition in Qatar	85
Technology–user–environment framework for assessing smart city technology adoption: Insights from Sejong National Pilot Smart City	85
Artificial intelligence adoption in a professional service industry: A multiple case study	84
The impact of voice assistant home devices on people with disabilities: A longitudinal study	84
Unveiling the green innovation paradox: Exploring the impact of carbon emission reduction on corporate green technology innovation	84
Bibliometric analysis of sustainable tourism using CiteSpace	84
Evaluation of the alternatives of introducing electric vehicles in developing countries using Type-2 neutrosophic numbers based RAFSI model	84
Me, myself and AI: How gender, personality and emotions determine willingness to use Strong AI for self-improvement	84
Institutional forces, leapfrogging effects, and innovation status: Evidence from the adoption of a continuously evolving technology in small organizations	84
African green hydrogen uptake from the lens of African development and European energy security: A blessing or curse?	83
Roles of top management support and compatibility in big data predictive analytics for supply chain collaboration and supply chain performance	83
The nonlinear effects of environmental innovation on energy sector-based carbon dioxide emissions in OECD countries	83
Entrepreneurship Education and Graduates' Entrepreneurial Intentions: Does Gender Matter? A Multi-Group Analysis using AMOS	82
Game changers in science and technology - now and beyond	82
Assessing the speed of improved postharvest technology adoption in Tanzania: The role of social learning and agricultural extension services	82
On the post-pandemic travel boom: How capacity building and smart tourism technologies in rural areas can help - evidence from Iran	82
Designing a digital citizen-centered service	82
Customer acceptance of frontline social robots—Human-robot interaction as boundary condition	81
The role of lean, agility and learning ambidexterity in Industry 4.0 implementations	81
Twin transition in industrial organizations: Conceptualization, implementation framework, and research agenda	81
Industry 4.0 technologies in Smart Agriculture: A review and a Technology Assessment Model proposition	81
Industrial innovation processes and societal challenges: How Telenor's mobile phone data became a tool for fighting pandemics	80
Reflections on COP27: How do technological innovations and economic freedom affect environmental quality in Africa?	80
Cultural and digital collaboration infrastructures as sustainability enhancing factors: A configurational approach	80
The unicorn match: Consumer mindset and the adoption of disruptive models	80
Detecting the technology's evolutionary pathway using HiDS-trait-driven tech mining strategy	80
Investigating the impact of proactive crisis response orientation on adaptive performance: The roles of strategic learning and digitization	80
Guest editorial: Technological transformation and change	79
Firm performance and information security technology intellectual property	79
Win, lose, or draw? Forecasting the outcome of a race toward a dominant formal standard with machine learning	79
How do Fortune firms build a social presence on social media platforms? Insights from multi-modal analytics	79
Are urban mobility policies favoring the purchase of new vehicles?	79
Hiding in the supply chain: Investigating supplier eco-innovations when buyer and supplier have common owners	79
Peer effects in digital inclusive finance participation decisions: Evidence from rural China	79
Comparing research trends with patenting activities in the biomedical sector: The case of dementia	79
Tech hub entrepreneurial training to low-income communities: Evidence from Brazil	79
Comparative analysis of third-level digital divide among Korean older adults: Capital-based approach	79
Unlocking employer insights: Using large language models to explore human-centric aspects in the context of industry 5.0	78
Designing business models for Industry 4.0 technologies provision: Changes in business dimensions through digital transformation	78
Towards sustainable vehicular transport: Empirical assessment of battery swap technology adoption in China	78
Mid-air haptics for automotive HUDs: A sketch anticipation and design fiction study	78
Artificial neural network (ANN)-based estimation of the influence of COVID-19 pandemic on dynamic and emerging financial markets	78
Unlocking venture growth: Synergizing big data analytics, artificial intelligence, new product development practices, and inter-organizational digital capability	78
Analysis of power battery technology R&D strategies under the supply chain competitive environment in post-subsidy era	78
From patents to predictive analytics: Leveraging R-GCNs for technological opportunity discovery in converging industries	78
Breaking the carbon lock-in: Identifying pathways for Malaysia towards a low-carbon future	78
Energy quota trading policy and energy efficiency: The role of government supervision and public participation	77