Technological Forecasting and Social Change

Article	Citations
Analyzing the interplay between eco-friendly and Islamic digital currencies and green investments	1535
From phone booths to Wi-Fi kiosks: the spatial inequality of public connectivity in New York City	629
Revolutionising retail: A review of Intelligent Unmanned Convenience Stores and their market implications	577
Navigating the green wave: Understanding behavioral antecedents of sustainable cryptocurrency investment	487
Stepping out of the innovation race to embrace outnovation: Fostering well-being and responsible consumption through sustainability, simplicity, authenticity, and nostalgia	455
Quantile co-movement and dependence between energy-focused sectors and artificial intelligence	366
Increasing lower incomes and reducing material deprivation: The beneficial role of social robots	352
Does corporate social responsibility pay? Evidence from social ratings in microfinance institutions	351
The successful implementation of industry 4.0 in manufacturing: An analysis and prioritization of risks in Irish industry	348
Interdisciplinary limits of creative business education	341
A shift in power? Value co-creation through successful crowdfunding	336
Revealing the role of intellectual capital in digitalized health networks. A meso‑level analysis for building and monitoring a KPI dashboard	330
Cross-spectral coherence and dynamic connectedness among contactless digital payments and digital communities, enterprise collaboration, and virtual reality firms	312
Adopting new technologies during the crisis: An empirical analysis of agricultural sector	302
Exploring users' willingness to disclose personal information in online healthcare communities: The role of satisfaction	300
Using fuzzy cognitive maps to develop policy strategies for the development of green rural housing: A case study in China	299
Modelling the effect of electric aircraft on airport operations and infrastructure	296
Innovation ecosystems as structures: Actor roles, timing of their entrance, and interactions	272
Cash rich to cashless market: Segmentation and profiling of Fintech-led-Mobile payment users	266
Personal growth or servant leader: What do hotel employees need most to be affectively well amidst the turbulent COVID-19 times?	265
Eco-friendly technologies, international tourism and carbon emissions: Evidence from the most visited countries	265
Technology married to good governance and diversity: Explaining e-participation preparedness in government	264
Forecasting power load: A hybrid forecasting method with intelligent data processing and optimized artificial intelligence	260
Understanding medical consumers’ intentions to switch from cash payment to medical mobile payment: A perspective of technology migration	254
Alignment of words and actions? Government environmental attention and enterprise digital transformation	248

The effect of foreign aid on carbon emissions in recipient countries: Evidence from China	241
Risk prediction and credibility detection of network public opinion using blockchain technology	239
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	229
Evaluating the impact of big data analytics usage on the decision-making quality of organizations	228
Does innovation capacity reduce tax evasion? Moderating effect of intellectual property rights	222
Is FinTech making world more “inclusive”? Evidence from inclusive growth story of China	219
Financing sustainable farming: The role of trust in the adoption of fintech by farmers	217
Mitigating liabilities of foreignness in migrant entrepreneurship: The role of AI in building virtual embeddedness	215
Synergistic impacts of technological advancement and environmental hazards on social change and human well-being in South Asia	208
Deploying artificial intelligence for healthcare: An empirical study on the patients' usage of health care service and AI's anthropomorphic structure form	205
Exploring the impact of metaverse adoption on sustainability outcomes in retail organizations: A dynamic capabilities view perspective	205
An AI-enabled approach for improving advertising identification and promotion in social networks	204
Aligning strategic position, behavior, and structure for smart service businesses in manufacturing	204
Cellulosic ethanol production: Assessment of the impacts of learning and plant capacity	204
“Peace engineering in practice: A case study at the University of New Mexico”	204
Whom you know matters: Network structure, industrial environment and digital orientation	203
An exploratory study on users' resistance to mobile app updates: Using netnography and fsQCA	203
Editorial Board	203
Identifying potential breakthrough research: A machine learning method using scientific papers and Twitter data	197
Direct network effects in electric vehicle adoption	195
Employees’ acceptance of wearable devices: Towards a predictive model	194
Selection of sustainable transportation strategies for campuses using hybrid decision-making approach under picture fuzzy sets	189
Environmental behavioral perceptions under uncertainty of alternative economic futures	187
A multicriteria approach to ranking Latin-American universities based on region-specific criteria	187
Credit evaluation solutions for social groups with poor services in financial inclusion: A technical forecasting method	187
Regional innovation ability and its inequality: Measurements and dynamic decomposition	186
Carbon-abatement policies, investment preferences, and directed technological change: Evidence from China	185
Who are we? Analyzing the digital identities of organizations through the lens of micro-interactions on social media	184
Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping	183
Can digital transformation alleviate corporate tax stickiness: The mediation effect of tax avoidance	180
Innovation in crisis: The role of ‘exaptive relations’ for medical device development in response to COVID-19	179
Late-stage academic entrepreneurship: Explaining why academic scientists collaborate with industry to commercialize their patents	178
A novel multiscale forecasting model for crude oil price time series	178
The role of religiosity in product and technology acceptance: Evidence from COVID-19 vaccines	178
Towards novel blockchain decentralised autonomous organisation (DAO) led corporate governance framework	178
Enhancing blue: The resilience of blue economy and the efficiency of China's sea-land industrial synergy	177
Climate policy uncertainty and the U.S. economic cycle	177
Are we making progress on decarbonization? A panel heterogeneous study of the long-run relationship in selected economies	176
Assessing the impact of new technologies on wages and labour income shares	173
Consequences of technostress for users in remote (home) work contexts during a time of crisis: The buffering role of emotional social support	170
The gig economy's secret weapon: ChatGPT	170
Pathway and key factor identification of third-party market cooperation of China's overseas energy investment projects	170
Digitalization's effect on everyday entrepreneurs in the French organic wine industry	170
Intangibles, innovation, and sector specialization in global value chains: A case study on the EU's and the UK's manufacturing industries	169
A systematic literature network analysis of green information technology for sustainability: Toward smart and sustainable livelihoods	169
Service chatbot: Co-citation and big data analysis toward a review and research agenda	168
Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?	168
A framework for research on the automation of work	166
Intelligent cathedrals: Using augmented reality, virtual reality, and artificial intelligence to provide an intense cultural, historical, and religious visitor experience	165
The empirical study of digital marketing strategy and performance in small and medium-sized enterprises (SMEs)	164

The relationship between total factor productivity and environmental quality: A sustainable future with innovation input	164
AI-empowered scale development: Testing the potential of ChatGPT	161
The contagion effect of artificial intelligence across innovative industries: From blockchain and metaverse to cleantech and beyond	161
City-wide scale-up of smart city pilot projects: Governance conditions	160
Hesitation at increasing integration: The feasibility of Norway expanding cross-border renewable electricity interconnection to support European decarbonisation	159
Coskewness and the short-term predictability for Bitcoin return	157
Environmental information disclosure and green technology innovation: Empirical evidence from China	156
R&D innovation, industrial evolution and the labor skill structure in China manufacturing	156
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	155
Forecasting the Olympic medal distribution – A socioeconomic machine learning model	154
Impacts of digital government on regional eco-innovation: Moderating role of dual environmental regulations	152
Transition towards environmental sustainability through financial inclusion, and digitalization in China: Evidence from novel quantile-on-quantile regression and wavelet coherence approach	151
Effect of Digital Silk Road and innovation heterogeneity on digital economy growth across 29 countries: New evidence from PSM-DID	151
Enabling battery circularity: Unlocking circular business model archetypes and collaboration forms in the electric vehicle battery ecosystem	150
Technological changes, financial development and ecological consequences: A comparative study of developed and developing economies	149
Student evaluation of online learning during the COVID-19 pandemic	148
Editorial Board	147
Income inequality, energy poverty, and energy efficiency: Who cause who and how?	147
Gender, electricity access, renewable energy consumption and energy efficiency	147
Implementing and scaling artificial intelligence: A review, framework, and research agenda	147
More is better or in waste? A resource allocation measure of government grants for facilitating firm innovations	146
The Yin and Yang of social media: Employing PLS-SEM, fsQCA, and NCA to assess its effects on employee work performance	146
Appropriating IT outsourcing for IT alignment: An adaptive structuration theory perspective	144
Implementing customer relationship management successfully: A configurational perspective	143
Framing the virus: The political, economic, biomedical and social understandings of the COVID-19 in Taiwan	143
IP dLedger - Decentralized ledger for intellectual property administration	142
Does Internet exposure reduce the desire for family control? Evidence from China	141
Consumer knowledge and sustainable decision-making: A mixed-method inquiry and proposed model	141
Transforming supply chain operations: Unveiling the path ahead by leveraging artificial intelligence (AI) to drive the shift towards carbon neutrality (CN)	140
Smart farming technologies and changes to farm work: New insights into on-farm experiences	138
Empowering AI with experiential learning: Implications from analysing user-generated content	138
The interplaying factors of the robotic tourism experience: The customer journey's touchpoints, context, and qualities	137
Beyond borders: Assessing the transboundary effects of environmental regulation on technological development in Europe	137
Determinants of natural disaster emergency public investment cycles in central and southern Chinese regions: The role of technological innovation efficiency	136
Inter-sectoral relations to accelerate the formation of technological innovation systems: Determinants of actors’ entry into marine renewable energy technologies	136
Technological propensity, financial constraints, and entrepreneurial limits in young entrepreneurs’ social business enterprises: The tunisian experience	136
Urban and architectural spatial changes based on technology-adapted users: A literature review	136
Impact of virtual water export on water resource security associated with the energy and food bases in Northeast China	136
An exploratory analysis of Brazilian universities in the technological innovation process	136
The impact of natural resource dependency on green economic growth: A business environment perspective	133
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	133
Driven by the policy or bent by the market? Cracking the digital transformation code of farmer cooperatives	133
Contingency-based analysis of the drivers and obstacles to a successful sustainable business model: Seeking the uncaptured value	132
Biased technical change, capital deepening, and efficiency of environmental regulations: Evidence from the Chinese provinces	131
Sustainable development goal deficits and the Covid 19 pandemic	130
Digital health platforms for the elderly? Key adoption and usage barriers and ways to address them	130
Analysis of the social media strategy of audio-visual OTTs in Spain: The case study of Netflix, HBO and Amazon Prime during the implementation of Disney +	129
The role of cooperation and technological orientation on startups' innovativeness: An analysis based on the microfoundations of innovation	128
Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms	128
The impacts of game experience and fanwork creation on game loyalty: Mediation effect of perceived value	128
An analysis of the competitiveness of the tourism industry in a context of economic recovery following the COVID19 pandemic	127
Innovating agri-food business models after the Covid-19 pandemic: The impact of digital technologies on the value creation and value capture mechanisms	126
Specialization in climate technologies at the regional level in Europe: relatedness and the moderating role of policy direction	126
How digital technology affects working conditions in globally fragmented production chains: Evidence from Europe	126
Bringing employee learning to AI stress research: A moderated mediation model	124
Leading smart city projects: Government dynamic capabilities and public value creation	124
Female parliamentarians and environmental sustainability: Do national culture matter?	124
Hard budget constraints and artificial intelligence technology	123
Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China	123
How can pilot and demonstration plants drive market formation? Lessons from advanced biofuel development in Europe	123
Generational differences in organizational leaders: an interpretive phenomenological analysis of work meaningfulness in the Nordic high-tech organizations	122
Impact of demand information sharing on organic farming adoption: An evolutionary game approach	122
Technology yields spoils: The impact of digitalization on innovation value appropriation	122
From theory to practice: Empirical perspectives on the metaverse's potential	122
Does mobile money contribute to reducing multidimensional poverty?	120
Renewable energy consumption, trade and inflation in MENA countries with augmented production function: Implications for the COP26	119
How can infectious medical waste be forecasted and transported during the COVID-19 pandemic? A hybrid two-stage method	118
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	118
Why do people choose to continue using cryptocurrencies?	117
They didn't ask: Online innovation communities as a latent dynamic capability	116
Social media content classification and community detection using deep learning and graph analytics	116
Exploring the nexus of digital transformation and sustainability in agribusiness: Advancing a research agenda	116
Emission reduction targets and electrification of the Finnish energy system with low-carbon Power-to-X technologies: Potentials, barriers, and innovations – A Delphi survey	115
AI-enabled Green Business Strategy: Path to carbon neutrality via environmental performance and green process innovation	114
An exploratory study of breakthrough innovations in digital businesses: The case of the Perfect Corporation	113
Managing a blockchain-based platform ecosystem for industry-wide adoption: The case of TradeLens	113
Sustainability in family business: Mechanisms, technologies and business models for achieving economic prosperity, environmental quality and social equity	113
Exploring the knowledge base of innovation research: Towards an emerging innovation model	112
Antecedent configurations toward radical green innovation: Based on resource orchestration theory	109
Impact of AI-focussed technologies on social and technical competencies for HR managers – A systematic review and research agenda	109

Technology-enabled financing of sustainable infrastructure: A case for blockchains and decentralized oracle networks	107
The pressure of political promotion and renewable energy technological innovation: A spatial econometric analysis from China	107
Exploring new digital therapeutics technologies for psychiatric disorders using BERTopic and PatentSBERTa	107
What can the environmental rule of law do for environmental innovation? Evidence from environmental tribunals in China	107
Determinants of eco-innovation adoption of small and medium enterprises: An empirical analysis in Myanmar	106
Links between entropy, complexity, and the technological singularity	105
Impact of population aging on food security in the context of artificial intelligence: Evidence from China	104
Analysis of artificial intelligence-based technologies and approaches on sustainable entrepreneurship	104
Investigating the effect of advertising irritation on digital advertising effectiveness: A moderated mediation model	104
New way out of efficiency-equity dilemma: Digital technology empowerment for local government environmental governance	104
Alexa, what's on my shopping list? Transforming customer experience with digital voice assistants	103
Evaluating and forecasting the niche fitness of regional innovation ecosystems: A comparative evaluation of different optimized grey models	103
Effective R&D capital and total factor productivity: Evidence using spatial panel data models	103
Editorial Board	102
Social acceptability of innovation: A systematic literature review and future research directions	102
Unlocking blockchain's potential for supply chain transformation: A robust system analysis for enhanced strategic performance	102
How do state internet regulations impact innovation? A cross-country configural narrative	101
A data-driven approach to establishing a patent strategy by generating a patent map based on generative topographic mapping	101
Determinants of firms' decisions to block AI crawlers: Strategic insights from the BEDC framework	101
“Assessment of circular economy strategies for climate change mitigation”: A forecast on India's path to a net zero future	101
Strategic scenarios for the digitalisation of chronic disease care management: A 10-year foresight case study in Lisbon's primary healthcare setting	101
African green hydrogen uptake from the lens of African development and European energy security: A blessing or curse?	100
Editorial introduction to the Special Issue: Interactions between humans and social robots put to the test	100
Policy capacities for mission-oriented innovation policy: A case study of UKRI and the industrial strategy challenge fund	99
Navigating toward the promised land of digitalization and sustainability convergence	99
Renewable energy source technology selection considering the empathetic preferences of experts in a cognitive fuzzy social participatory allocation network	98
An empirical investigation of critical success factors in implementing digital transformation	98
Using emerging technologies to tackle mobility challenges caused by population ageing: Experiences from Japan	98
Cooperation in an uncertain environment: The impact of stakeholders' concerted action on collaborative innovation projects risk management	98
A novel approach for DDoS attacks detection in COVID-19 scenario for small entrepreneurs	97
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	96
Antifragility or threat-rigidity: the impact of board environmental policy uncertainty perception on corporate exploratory and exploitative green technological innovation	96
Editorial Board	95
Unpacking the intellectual structure and evolution trend of general-purpose technologies development in innovation studies	95
A decision support scheme for solving the mobile coverage gap in rural areas in developing countries – Demonstrated with a case in Indonesia	95
Onboarding for a new playful narrative adventure in game metaverses	94
High-stake student drop-out prediction using hidden Markov models in fully asynchronous subscription-based MOOCs	93
High-tech industry agglomeration and regional green development: An analysis of spatial Durbin model	93
American society keeps a lid on the number of deaths from guns and car accidents but not from mass shootings	93
Antecedents and consequences of social media group users' fatigue: A mixed-methods study under educational context	93
Customer acceptance of frontline social robots—Human-robot interaction as boundary condition	92
Does corporate social responsibility influence performance persistence? A signal extraction approach with evidence from Fortune 500 companies	92
Gender diversity on boards: Determinants that underlie the proposals for female directors	92
Assessing the speed of improved postharvest technology adoption in Tanzania: The role of social learning and agricultural extension services	92
The effects of internet use on the cultivation of non-timber forest products	91
The role of organizational ambidexterity and frugal innovation in enhancing circular supply chains: The effect of artificial intelligence capabilities	91
Creating new tech entrepreneurs with digital platforms: Meta-organizations for shared value in data-driven retail ecosystems	90
How do care service managers and workers perceive care robot adoption in elderly care facilities?	90
The impact of voice assistant home devices on people with disabilities: A longitudinal study	90
Me, myself and AI: How gender, personality and emotions determine willingness to use Strong AI for self-improvement	90
Antecedents of international entrepreneurship and emerging technologies help to achieve sustainable development goals: Moderating role of global mindset	89
Industry 4.0 technologies in Smart Agriculture: A review and a Technology Assessment Model proposition	89
Unleashing the spillover potential: Exploring the role of technology-seeking investment in driving green innovation of host countries	89
The effects of government subsidies on the sustainable innovation of university-industry collaboration	88
My video game console is so cool! A coolness theory-based model for intention to use video game consoles	88
Revisiting TAM2 in behavioral targeting advertising: A deep learning-based dual-stage SEM-ANN analysis	87
The role of lean, agility and learning ambidexterity in Industry 4.0 implementations	87
Frontline healthcare providers’ behavioural intention to Internet of Things (IoT)-enabled healthcare applications: A gender-based, cross-generational study	87
To be (online) or not to be? The antecedents of online study propensity and e-learning-dependent dropout intention in higher education	87
Digitalisation boosts company performance: an overview of Italian listed companies	87
Game changers in science and technology - now and beyond	87
Are universities ready to deliver digital skills and competences? A text mining-based case study of marketing courses in Italy	86
Substantial response or impression management? Compliance strategies for sustainable development responsibility in family firms	86
Hybrid crops, income, and food security of smallholder families: Empirical evidence from poor states of India	86
Coupling for climate intervention: Sectoral and sustainability couplings for carbon removal and solar geoengineering pathways	86
Guns better than butter in Pakistan? The dilemma of military expenditure, human development, and economic growth	86
Institutional forces, leapfrogging effects, and innovation status: Evidence from the adoption of a continuously evolving technology in small organizations	86
The impact-mechanism of “Internet +” on the innovation performance of traditional enterprises: Empirical evidence from China	85
Evaluation of the alternatives of introducing electric vehicles in developing countries using Type-2 neutrosophic numbers based RAFSI model	85
Investigating the potential of low-carbon pathways for hydrocarbon-dependent rentier states: Sociotechnical transition in Qatar	85
The impact of climate change on credit cycles: Evidence from China's bond market	85
The time-varying impact of geopolitical relations on rare earth trade networks: What is the role of China's rare earth export restrictions?	85
Industry 4.0 impacts on responsible environmental and societal management in the family business	84
Designing a digital citizen-centered service	84
Roles of top management support and compatibility in big data predictive analytics for supply chain collaboration and supply chain performance	84
Evaluation of the critical success factors of dynamic enterprise risk management in manufacturing SMEs using an integrated fuzzy decision-making model	83
Twin transition in industrial organizations: Conceptualization, implementation framework, and research agenda	83
Knowledge and innovation in start-up ventures: A systematic literature review and research agenda	83
Revisiting the development trajectory of the digital divide: A main path analysis approach	83
Understanding the Mechanism Between IT Identity, IT Mindfulness and Mobile Health Technology Continuance Intention: An Extended Expectation Confirmation Model	82
Mapping technological trajectories and exploring knowledge sources: A case study of E-payment technologies	82
Forecasting impulsive consumers driven by macro-influencers posts: Intervention of followers' flow state and perceived informativeness	82
The nonlinear effects of environmental innovation on energy sector-based carbon dioxide emissions in OECD countries	82
Artificial intelligence adoption in a professional service industry: A multiple case study	82
Bibliometric analysis of sustainable tourism using CiteSpace	82
Title: Holistic governance strategy to reduce carbon intensity	81
Spatial effects of technology market development on energy efficiency: Heterogeneity analysis based on the characteristics of technology market	81
Unveiling the green innovation paradox: Exploring the impact of carbon emission reduction on corporate green technology innovation	81
Innovation in times of crisis: The relevance of digitalization and early internationalization strategies	80
Sensing the Metaverse: The microfoundations of complementor firms' dynamic sensing capabilities in emerging-technology ecosystems	80
Entrepreneurship Education and Graduates' Entrepreneurial Intentions: Does Gender Matter? A Multi-Group Analysis using AMOS	80
Blockchain application and collaborative innovation in the manufacturing industry: Based on the perspective of social trust	80
Can digital literacy improve individuals' incomes and narrow the income gap?	80
On the post-pandemic travel boom: How capacity building and smart tourism technologies in rural areas can help - evidence from Iran	80
Is this a new story of the ‘Two Giants’? A systematic literature review of the relationship between industry 4.0, sustainability and its pillars	79