Technological Forecasting and Social Change

Article	Citations
CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting	504
Impact of COVID-19 on the travel and tourism industry	433
Corporate social responsibility and environmental performance: The mediating role of environmental strategy and green innovation	430
Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries	390
Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China	302
Energy efficiency: The role of technological innovation and knowledge spillover	296
Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities	285
ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels	284
Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China	282
Analyzing the relationship between green innovation and environmental performance in large manufacturing firms	282
Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective	267
How Blockchain can impact financial services – The overview, challenges and recommendations from expert interviewees	256
How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth	253
Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model	237
Artificial intelligence and innovation management: A review, framework, and research agenda✰	229
How does financial risk affect global CO2 emissions? The role of technological innovation	228
Impacts of industrial structure and technical progress on carbon emission intensity: Evidence from 281 cities in China	224
The Third Mission of the university: A systematic literature review on potentials and constraints	224
Implications of the coronavirus (COVID-19) outbreak for innovation: Which technologies will improve our lives?	220
Moving towards smart cities: Solutions that lead to the Smart City Transformation Framework	219
Environmental regulation, green technological innovation, and eco-efficiency: The case of Yangtze river economic belt in China	210
The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance	209
Unmanned aerial vehicles applications in future smart cities	204
Impact of technological innovation on energy efficiency in industry 4.0 era: Moderation of shadow economy in sustainable development	202
Impact of digital transformation on the automotive industry	195

Is technological innovation making world "Greener"? An evidence from changing growth story of China	195
Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promises	194
Digital technologies and firm performance: The role of digital organisational culture	194
Quantity or quality? The impacts of environmental regulation on firms’ innovation–Quasi-natural experiment based on China's carbon emissions trading pilot	190
Time and frequency domain connectedness and spill-over among fintech, green bonds and cryptocurrencies in the age of the fourth industrial revolution	187
Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths	180
Green technology progress and total factor productivity of resource-based enterprises: A perspective of technical compensation of environmental regulation	174
Can Fintech development pave the way for a transition towards low-carbon economy: A global perspective	173
Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors	172
COVID-19 information overload and generation Z's social media discontinuance intention during the pandemic lockdown	171
Financial implications of fourth industrial revolution: Can bitcoin improve prospects of energy investment?	170
The impact of green technological innovation and institutional quality on CO2 emissions in African countries	168
Environmental impact of information and communication technology: Unveiling the role of education in developing countries	167
UK's net-zero carbon emissions target: Investigating the potential role of economic growth, financial development, and R&D expenditures based on historical data (1870–2017)	166
Investigating the spill overs and connectedness between financial globalization, high-tech industries and environmental footprints: Fresh evidence in context of China	166
E-health and wellbeing monitoring using smart healthcare devices: An empirical investigation	163
An intelligent framework using disruptive technologies for COVID-19 analysis	163
Environmental regulation and innovation in renewable energy technologies: Does the policy instrument matter?	162
Understanding AI adoption in manufacturing and production firms using an integrated TAM-TOE model	160
The role of Financial Development and Technological Innovation towards Sustainable Development in Pakistan: Fresh insights from consumption and territory-based emissions	158
Diversification in the age of the 4th industrial revolution: The role of artificial intelligence, green bonds and cryptocurrencies	156
How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era	155
Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance	152
Effects of technological changes on China's carbon emissions	147
Corporate controversies and company's financial performance: Exploring the moderating role of ESG practices	146
Risk management in sustainable smart cities governance: A TOE framework	144
Prioritizing and overcoming biomass energy barriers: Application of AHP and G-TOPSIS approaches	144
A machine learning based approach for predicting blockchain adoption in supply Chain	143
Towards a new era of mass data collection: Assessing pandemic surveillance technologies to preserve user privacy	141
Opportunities and challenges for contactless healthcare services in the post-COVID-19 Era	140
The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives	139
On the efficiency of foreign exchange markets in times of the COVID-19 pandemic	139
Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity	138
Sustainable development, intellectual capital and technology policies: A structured literature review and future research agenda	138
Measuring the perceived benefits of implementing blockchain technology in the banking sector	136
Blockchain applications in management: A bibliometric analysis and literature review	135
The digital divide: A review and future research agenda	133
What drives the acceptance of autonomous driving? An investigation of acceptance factors from an end-user's perspective	132
Industry 4.0 technologies, digital trust and technological orientation: What matters in open innovation?	132
Rethinking the choice of carbon tax and carbon trading in China	132
Renewable energy technology innovation, industrial structure upgrading and green development from the perspective of China's provinces	129
Fuzzy-set qualitative comparative analysis (fsQCA) in business and management research: A contemporary overview	128
The influence of environmental regulation on industrial structure upgrading: Based on the strategic interaction behavior of environmental regulation among local governments	128
Blockchain as a sustainability-oriented innovation?: Opportunities for and resistance to Blockchain technology as a driver of sustainability in global food supply chains	127
Local Open Innovation: A means for public policy to increase collaboration for innovation in SMEs	126
Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations	126
Climate policy uncertainty and world renewable energy index volatility forecasting	126
Mitigate risks in perishable food supply chains: Learning from COVID-19	125
The adoption of digital technologies in supply chains: Drivers, process and impact	125
Policy targets behind green bonds for renewable energy: Do climate commitments matter?	121

Bitcoin: A safe haven asset and a winner amid political and economic uncertainties in the US?	120
Big data analytics: Computational intelligence techniques and application areas	119
The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0	118
Can Bitcoin hedge the risks of geopolitical events?	116
Dynamic capabilities for ecosystem orchestration A capability-based framework for smart city innovation initiatives	116
The life cycle of technological innovation systems	116
What influences algorithmic decision-making? A systematic literature review on algorithm aversion	113
Multistage implementation framework for smart supply chain management under industry 4.0	112
Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG)	112
The roles of technology and Kyoto Protocol in energy transition towards COP26 targets: Evidence from the novel GMM-PVAR approach for G-7 countries	111
A novel framework for risk assessment and resilience of critical infrastructure towards climate change	111
Green bonds for sustainable development: Review of literature on development and impact of green bonds	111
Women entrepreneurs as agents of change: A comparative analysis of social entrepreneurship processes in emerging markets	111
CatBoost model and artificial intelligence techniques for corporate failure prediction	110
COVID-19, consumer behavior, technology, and society: A literature review and bibliometric analysis	110
Technological innovation typologies and open innovation in SMEs: Beyond internal and external sources of knowledge	109
The interrelationship between the carbon market and the green bonds market: Evidence from wavelet quantile-on-quantile method	109
Does green financial policy affect debt-financing cost of heavy-polluting enterprises? An empirical evidence based on Chinese pilot zones for green finance reform and innovations	109
Renewable energy and technological innovation: Which one is the winner in promoting net-zero emissions?	109
Entrepreneurial universities: A bibliometric analysis within the business and management domains	109
A metaverse assessment model for sustainable transportation using ordinal priority approach and Aczel-Alsina norms	108
Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model	107
The effects of low-carbon pilot policy on technological innovation: Evidence from prefecture-level data in China	106
Pursuing supply chain sustainable development goals through the adoption of green practices and enabling technologies: A cross-country analysis of LSPs	106
The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises	106
Does green innovation induce green total factor productivity? Novel findings from Chinese city level data	106
The role of trust in intention to use the IoT in eHealth: Application of the modified UTAUT in a consumer context	104
A sustainable Blockchain framework for the halal food supply chain: Lessons from Malaysia	104
Technology policy and environmental quality at crossroads: Designing SDG policies for select Asia Pacific countries	104
Digital twin for sustainable manufacturing supply chains: Current trends, future perspectives, and an implementation framework	103
Does industrial robot application promote green technology innovation in the manufacturing industry?	103
Financial development, OFDI spillovers and upgrading of industrial structure	102
Fostering employee's pro-environmental behavior through green transformational leadership, green human resource management and environmental knowledge	102
Can public participation constraints promote green technological innovation of Chinese enterprises? The moderating role of government environmental regulatory enforcement	102
The role of science, technology and innovation in the UN 2030 agenda	102
Technological innovation and structural change for economic development in China as an emerging market	101
Blockchain, business and the fourth industrial revolution: Whence, whither, wherefore and how?	101
Optimal green technology investment and emission reduction in emissions generating companies under the support of green bond and subsidy	99
Effects of the COVID-19 pandemic on the US stock market and uncertainty: A comparative assessment between the first and second waves	99
Is decoupling embodied carbon emissions from economic output in Sino-US trade possible?	97
Effects of China's pilot low-carbon city policy on carbon emission reduction: A quasi-natural experiment based on satellite data	97
Smart home: Highly-educated students' acceptance	96
Building dynamic capabilities to cope with environmental uncertainty: The role of strategic foresight	96
Threat or opportunity? A case study of digital-enabled redesign of entrepreneurship education in the COVID-19 emergency	95
Technological innovation, organizational innovation and international performance of SMEs: The moderating role of domestic institutional environment	95
Potentials of blockchain technology in supply chain management: Long-term judgments of an international expert panel	94
A smart city is a less polluted city	94
Does cooperative membership increase and accelerate agricultural technology adoption? Empirical evidence from Zambia	94
Multifaceted applicability of drones: A review	94
Do government subsidies improve innovation investment for new energy firms: A quasi-natural experiment of China's listed companies	93
What have we learnt from 10 years of fintech research? a scientometric analysis	93
Environmental regulation, technology innovation, and low carbon development: Revisiting the EKC Hypothesis, Porter Hypothesis, and Jevons’ Paradox in China's iron & steel industry	93
The influence of investor sentiment on the green bond market	93
Role of big data analytics capability in developing integrated hospital supply chains and operational flexibility: An organizational information processing theory perspective	92
A decision-making framework for Industry 4.0 technology implementation: The case of FinTech and sustainable supply chain finance for SMEs	91
Does technology gap increase FDI spillovers on productivity growth? Evidence from Chinese outward FDI in Belt and Road host countries	91
The effects of e-government evaluation, trust and the digital divide in the levels of e-government use in European countries	91
The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States	91
Higher education development, technological innovation and industrial structure upgrade	91
The effect of innovation network size and public R&D investment on regional innovation efficiency	91
Literature review on digitalization capabilities: Co-citation analysis of antecedents, conceptualization and consequences	91
The effect of energy patents on China's carbon emissions: Evidence from the STIRPAT model	89
Does Environmental Regulation Induce Green Innovation? A Panel Study of Chinese Listed Firms	89
A readiness assessment framework for Blockchain adoption: A healthcare case study	89
Senior management's academic experience and corporate green innovation	89
The effect of manufacturing intelligence on green innovation performance in China	89
Business-to-business open innovation: COVID-19 lessons for small and medium-sized enterprises from emerging markets	88
Big data analytics capability and decision making performance in emerging market firms: The role of contractual and relational governance mechanisms	88
Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?	87
Digital Disruption beyond Uber and Airbnb—Tracking the long tail of the sharing economy	87
Exploring the asymmetric impact of economic policy uncertainty on China's carbon emissions trading market price: Do different types of uncertainty matter?	86
Gamification and e-learning for young learners: A systematic literature review, bibliometric analysis, and future research agenda	86
New challenges in higher education: A study of the digital competence of educators in Covid times	85
Consensus in the delphi method: What makes a decision change?	85
Are we preparing for a good AI society? A bibliometric review and research agenda	85
The impact of new technologies on consumers beliefs: Reducing the perceived risks of electric vehicle adoption	84
Sustainable economic development in India: The dynamics between financial inclusion, ICT development, and economic growth	84
Bibliometric overview of the Technological Forecasting and Social Change journal: Analysis from 1970 to 2018	84
Digital knowledge sharing and creative performance: Work from home during the COVID-19 pandemic	83
ICT and education as determinants of environmental quality: The role of financial development in selected Asian countries	80

Environmental information disclosure and green technology innovation: Empirical evidence from China	80
Digital transition and green growth in Chinese agriculture	80
Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path	79
Digital finance and green growth in China: Appraising inclusive digital finance using web crawler technology and big data	79
An evaluation system based on the self-organizing system framework of smart cities: A case study of smart transportation systems in China	79
Digital Academic Entrepreneurship: A structured literature review and avenue for a research agenda	79
Disruptive technologies and abundance in the service sector - toward a refined technology acceptance model	79
An empirical discourse on forecasting the use of autonomous vehicles using consumers’ preferences	79
Social commerce information sharing and their impact on consumers	78
Has Covid-19 accelerated opportunities for digital entrepreneurship? An Indian perspective	78
An ethical framework for big data and smart cities	78
Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery	78
The impact of China's R&D subsidies on R&D investment, technological upgrading and economic growth	77
Digital transformation in the maritime transport sector	77
Religion as a social shaping force in entrepreneurship and business: Insights from a technology-empowered systematic literature review	77
Robo advisors, algorithmic trading and investment management: Wonders of fourth industrial revolution in financial markets	77
The effect of innovation-driven development on pollution reduction: Empirical evidence from a quasi-natural experiment in China	77
Digital transformation and tourist experience co-design: Big social data for planning cultural tourism	77
The use of multi-criteria decision-making methods in business analytics: A comprehensive literature review	76
Social media-enabled healthcare: A conceptual model of social media affordances, online social support, and health behaviors and outcomes	75
Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models	75
Understanding acceptance of eHealthcare by IoT natives and IoT immigrants: An integrated model of UTAUT, perceived risk, and financial cost	75
Technology mining: Artificial intelligence in manufacturing	75
Do environmental subsidies spur environmental innovation? Empirical evidence from Chinese listed firms	74
How does the digital economy improve high-quality energy development? The case of China	74
Unveiling the effect of transport infrastructure and technological innovation on economic growth, energy consumption and CO2 emissions	74
Emissions trading and firm innovation: Evidence from a natural experiment in China	74
The effect of urban innovation performance of smart city construction policies: Evaluate by using a multiple period difference-in-differences model	73
Digital strategy implementation: The role of individual entrepreneurial orientation and relational capital	73
Exploring the coupling and forecasting of financial development, technological innovation, and economic growth	73
Digitalization of the economy and entrepreneurship intention	73
Green Credit Policy and Corporate Productivity: Evidence from a Quasi-natural Experiment in China	73
The digital transformation of business. Towards the datafication of the relationship with customers	73
Climbing the quality ladder of green innovation: Does green finance matter?	73
Circular economy for fashion industry: Use of waste from the food industry for the production of biotextiles	72
An Industry 4.0 maturity model for machine tool companies	72
Trade openness, economic growth, and energy intensity in China	72
Mobile shoppers’ response to Covid-19 phobia, pessimism and smartphone addiction: Does social influence matter?	71
The impact of COVID-19-related media coverage on the return and volatility connectedness of cryptocurrencies and fiat currencies	71
FinTech, SME efficiency and national culture: Evidence from OECD countries	71
From technological development to social advance: A review of Industry 4.0 through machine learning	71
A comprehensive hierarchical blockchain system for carbon emission trading utilizing blockchain of things and smart contract	70
Industry 4.0 enables supply chain resilience and supply chain performance	70
Mobile apps for healthy living: Factors influencing continuance intention for health apps	70
Influencing mechanism of reverse knowledge spillover on investment enterprises’ technological progress: An empirical examination of Chinese firms	70
Energy endowment, environmental regulation, and energy efficiency: Evidence from China	70
Smart users for smart technologies: Investigating the intention to adopt smart energy consumption behaviors	69
Envisaging the carbon emissions efficiency of digitalization: The case of the internet economy for China	69
Intellectual capital disclosure in integrated reports: The effect on firm value	69
Forecasting technological positioning through technology knowledge redundancy: Patent citation analysis of IoT, cybersecurity, and Blockchain	69
Research and application of association rule algorithm and an optimized grey model in carbon emissions forecasting	69
Smart Products value creation in SMEs innovation ecosystems	69
Blockchain technology and trust relationships in trade finance	68
Board gender diversity, environmental innovation and corporate carbon emissions	68
Consumer adoption intention for electric vehicles: Insights and evidence from Indian sustainable transportation	68
A large multi-group decision-making technique for prioritizing the big data-driven circular economy practices in the automobile component manufacturing industry	68
How does energy poverty eradication promote green growth in China? The role of technological innovation	68
FinTech and commercial banks' performance in China: A leap forward or survival of the fittest?	68
Patients’ perceptions of teleconsultation during COVID-19: A cross-national study	67
Urban innovation and intercity patent collaboration: A network analysis of China’s national innovation system	67
Intelligent transformation of the manufacturing industry for Industry 4.0: Seizing financial benefits from supply chain relationship capital through enterprise green management	67
Dynamic evolution and driving factors of new energy development: Fresh evidence from China	67
The Impact of the Internet on Industrial Green Productivity: Evidence from China	67
The Effects of Central Bank Digital Currencies News on Financial Markets	67
Factors affecting carbon emissions in emerging economies in the context of a green recovery: Implications for sustainable development goals	67
Effects of innovation strategies on export performance: New empirical evidence from developing market firms	66
Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping	66
Industrial robots, employment growth, and labor cost: A simultaneous equation analysis	66
The financial effect of firm digitalization: Evidence from China	66
Designing mobile technology for elderly. A theoretical overview	66
The win-win ability of environmental protection and economic development during China's transition	66
The effect of the Fourth Industrial Revolution on the environment: The relationship between electronic finance and pollution in OECD countries	65
Green technology innovation, environmental externality, and the cleaner upgrading of industrial structure in China — Considering the moderating effect of environmental regulation	65
A new health care system enabled by machine intelligence: Elderly people's trust or losing self control	64
Co-citation, bibliographic coupling and leading authors, institutions and countries in the 50 years of Technological Forecasting and Social Change	64
Planned economic growth and controlled energy demand: How do regional growth targets affect energy consumption in China?	64
Financial innovation, information screening and industries’ green innovation — Industry-level evidence from the OECD	64
Innovation input, governance and climate change: Evidence from emerging countries	64
Environmental Finance: An Interdisciplinary Review	64
How do digitalization capabilities enable open innovation in manufacturing enterprises? A multiple case study based on resource integration perspective	64
Towards a business analytics capability for the circular economy	64
Future of e-Government: An integrated conceptual framework	64
Social entrepreneurship orientation and company success: The mediating role of social performance	64
A study on users' willingness to accept mobility as a service based on UTAUT model	64
The effect of institutional ownership and ownership dispersion on eco-innovation	63
Digital business models and ridesharing for value co-creation in healthcare: A multi-stakeholder ecosystem analysis	63
Proposed managerial competencies for Industry 4.0 – Implications for social sustainability	63
Upcycled by-product use in agri-food systems from a consumer perspective: A review of what we know, and what is missing	63
Spillovers of environmental regulation on carbon emissions network	63
Alexa, what's on my shopping list? Transforming customer experience with digital voice assistants	63
Leveraging blockchain technology for green innovation in ecosystem-based business models: A dynamic capability of values appropriation	63
Internet of Things (IoT) adoption barriers for the circular economy using Pythagorean fuzzy SWARA-CoCoSo decision-making approach in the manufacturing sector	63
Surfing blockchain wave, or drowning? Shaping the future of distributed ledgers and decentralized technologies	63
Strengthening science, technology, and innovation-based incubators to help achieve Sustainable Development Goals: Lessons from India	63
Geographic distance, venture capital and technological performance: Evidence from Chinese enterprises	63