Technological Forecasting and Social Change

Article	Citations
CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting	546
Corporate social responsibility and environmental performance: The mediating role of environmental strategy and green innovation	452
Impact of COVID-19 on the travel and tourism industry	441
Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries	405
Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China	321
Energy efficiency: The role of technological innovation and knowledge spillover	305
Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities	302
Analyzing the relationship between green innovation and environmental performance in large manufacturing firms	300
ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels	299
Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China	291
Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective	279
How Blockchain can impact financial services – The overview, challenges and recommendations from expert interviewees	268
How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth	259
Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model	246
Artificial intelligence and innovation management: A review, framework, and research agenda✰	242
The Third Mission of the university: A systematic literature review on potentials and constraints	236
Impacts of industrial structure and technical progress on carbon emission intensity: Evidence from 281 cities in China	235
How does financial risk affect global CO2 emissions? The role of technological innovation	234
Implications of the coronavirus (COVID-19) outbreak for innovation: Which technologies will improve our lives?	222
The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance	221
Environmental regulation, green technological innovation, and eco-efficiency: The case of Yangtze river economic belt in China	217
Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promises	212
Digital technologies and firm performance: The role of digital organisational culture	207
Impact of technological innovation on energy efficiency in industry 4.0 era: Moderation of shadow economy in sustainable development	205
Is technological innovation making world "Greener"? An evidence from changing growth story of China	204

Impact of digital transformation on the automotive industry	203
Quantity or quality? The impacts of environmental regulation on firms’ innovation–Quasi-natural experiment based on China's carbon emissions trading pilot	198
Time and frequency domain connectedness and spill-over among fintech, green bonds and cryptocurrencies in the age of the fourth industrial revolution	195
Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths	190
Green technology progress and total factor productivity of resource-based enterprises: A perspective of technical compensation of environmental regulation	188
Can Fintech development pave the way for a transition towards low-carbon economy: A global perspective	185
Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors	184
The impact of green technological innovation and institutional quality on CO2 emissions in African countries	182
Environmental impact of information and communication technology: Unveiling the role of education in developing countries	176
Financial implications of fourth industrial revolution: Can bitcoin improve prospects of energy investment?	173
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)	173
COVID-19 information overload and generation Z's social media discontinuance intention during the pandemic lockdown	172
Investigating the spill overs and connectedness between financial globalization, high-tech industries and environmental footprints: Fresh evidence in context of China	172
Understanding AI adoption in manufacturing and production firms using an integrated TAM-TOE model	168
Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance	166
An intelligent framework using disruptive technologies for COVID-19 analysis	165
How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era	162
The role of Financial Development and Technological Innovation towards Sustainable Development in Pakistan: Fresh insights from consumption and territory-based emissions	161
Diversification in the age of the 4th industrial revolution: The role of artificial intelligence, green bonds and cryptocurrencies	161
Corporate controversies and company's financial performance: Exploring the moderating role of ESG practices	152
Measuring the perceived benefits of implementing blockchain technology in the banking sector	149
The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives	149
Risk management in sustainable smart cities governance: A TOE framework	147
A machine learning based approach for predicting blockchain adoption in supply Chain	146
Prioritizing and overcoming biomass energy barriers: Application of AHP and G-TOPSIS approaches	144
Opportunities and challenges for contactless healthcare services in the post-COVID-19 Era	144
The digital divide: A review and future research agenda	144
Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity	143
Towards a new era of mass data collection: Assessing pandemic surveillance technologies to preserve user privacy	143
On the efficiency of foreign exchange markets in times of the COVID-19 pandemic	140
Blockchain applications in management: A bibliometric analysis and literature review	140
Renewable energy technology innovation, industrial structure upgrading and green development from the perspective of China's provinces	139
The influence of environmental regulation on industrial structure upgrading: Based on the strategic interaction behavior of environmental regulation among local governments	136
The adoption of digital technologies in supply chains: Drivers, process and impact	136
Climate policy uncertainty and world renewable energy index volatility forecasting	136
Industry 4.0 technologies, digital trust and technological orientation: What matters in open innovation?	136
What drives the acceptance of autonomous driving? An investigation of acceptance factors from an end-user's perspective	136
Fuzzy-set qualitative comparative analysis (fsQCA) in business and management research: A contemporary overview	135
Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations	134
Rethinking the choice of carbon tax and carbon trading in China	133
Blockchain as a sustainability-oriented innovation?: Opportunities for and resistance to Blockchain technology as a driver of sustainability in global food supply chains	132
Mitigate risks in perishable food supply chains: Learning from COVID-19	129
Policy targets behind green bonds for renewable energy: Do climate commitments matter?	129
Dynamic capabilities for ecosystem orchestration A capability-based framework for smart city innovation initiatives	128
Green bonds for sustainable development: Review of literature on development and impact of green bonds	126
What influences algorithmic decision-making? A systematic literature review on algorithm aversion	124
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	123
Bitcoin: A safe haven asset and a winner amid political and economic uncertainties in the US?	123
Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG)	122
The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0	121

CatBoost model and artificial intelligence techniques for corporate failure prediction	119
The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises	118
Can Bitcoin hedge the risks of geopolitical events?	118
The interrelationship between the carbon market and the green bonds market: Evidence from wavelet quantile-on-quantile method	115
Entrepreneurial universities: A bibliometric analysis within the business and management domains	115
Women entrepreneurs as agents of change: A comparative analysis of social entrepreneurship processes in emerging markets	115
Technological innovation typologies and open innovation in SMEs: Beyond internal and external sources of knowledge	114
Multistage implementation framework for smart supply chain management under industry 4.0	114
The roles of technology and Kyoto Protocol in energy transition towards COP26 targets: Evidence from the novel GMM-PVAR approach for G-7 countries	114
A metaverse assessment model for sustainable transportation using ordinal priority approach and Aczel-Alsina norms	114
Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model	113
COVID-19, consumer behavior, technology, and society: A literature review and bibliometric analysis	113
A novel framework for risk assessment and resilience of critical infrastructure towards climate change	112
Does industrial robot application promote green technology innovation in the manufacturing industry?	112
Technological innovation and structural change for economic development in China as an emerging market	112
Does green innovation induce green total factor productivity? Novel findings from Chinese city level data	111
Renewable energy and technological innovation: Which one is the winner in promoting net-zero emissions?	111
A sustainable Blockchain framework for the halal food supply chain: Lessons from Malaysia	111
The effects of low-carbon pilot policy on technological innovation: Evidence from prefecture-level data in China	110
Digital twin for sustainable manufacturing supply chains: Current trends, future perspectives, and an implementation framework	109
Financial development, OFDI spillovers and upgrading of industrial structure	109
The role of science, technology and innovation in the UN 2030 agenda	109
Can public participation constraints promote green technological innovation of Chinese enterprises? The moderating role of government environmental regulatory enforcement	108
The role of trust in intention to use the IoT in eHealth: Application of the modified UTAUT in a consumer context	107
Fostering employee's pro-environmental behavior through green transformational leadership, green human resource management and environmental knowledge	107
Optimal green technology investment and emission reduction in emissions generating companies under the support of green bond and subsidy	105
Technology policy and environmental quality at crossroads: Designing SDG policies for select Asia Pacific countries	105
Literature review on digitalization capabilities: Co-citation analysis of antecedents, conceptualization and consequences	105
Effects of China's pilot low-carbon city policy on carbon emission reduction: A quasi-natural experiment based on satellite data	102
Blockchain, business and the fourth industrial revolution: Whence, whither, wherefore and how?	102
Building dynamic capabilities to cope with environmental uncertainty: The role of strategic foresight	101
Effects of the COVID-19 pandemic on the US stock market and uncertainty: A comparative assessment between the first and second waves	100
Is decoupling embodied carbon emissions from economic output in Sino-US trade possible?	99
Multifaceted applicability of drones: A review	99
Do government subsidies improve innovation investment for new energy firms: A quasi-natural experiment of China's listed companies	98
The influence of investor sentiment on the green bond market	98
Threat or opportunity? A case study of digital-enabled redesign of entrepreneurship education in the COVID-19 emergency	98
Higher education development, technological innovation and industrial structure upgrade	98
What have we learnt from 10 years of fintech research? a scientometric analysis	97
A smart city is a less polluted city	97
Potentials of blockchain technology in supply chain management: Long-term judgments of an international expert panel	96
Technological innovation, organizational innovation and international performance of SMEs: The moderating role of domestic institutional environment	96
The effect of energy patents on China's carbon emissions: Evidence from the STIRPAT model	96
Environmental regulation, technology innovation, and low carbon development: Revisiting the EKC Hypothesis, Porter Hypothesis, and Jevons’ Paradox in China's iron & steel industry	95
Does technology gap increase FDI spillovers on productivity growth? Evidence from Chinese outward FDI in Belt and Road host countries	95
Does cooperative membership increase and accelerate agricultural technology adoption? Empirical evidence from Zambia	95
A decision-making framework for Industry 4.0 technology implementation: The case of FinTech and sustainable supply chain finance for SMEs	94
Big data analytics capability and decision making performance in emerging market firms: The role of contractual and relational governance mechanisms	94
Role of big data analytics capability in developing integrated hospital supply chains and operational flexibility: An organizational information processing theory perspective	94
The effect of innovation network size and public R&D investment on regional innovation efficiency	93
Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?	93
The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States	93
The effect of manufacturing intelligence on green innovation performance in China	93
The effects of e-government evaluation, trust and the digital divide in the levels of e-government use in European countries	92
A readiness assessment framework for Blockchain adoption: A healthcare case study	92
Bibliometric overview of the Technological Forecasting and Social Change journal: Analysis from 1970 to 2018	91
Digital knowledge sharing and creative performance: Work from home during the COVID-19 pandemic	91
Environmental information disclosure and green technology innovation: Empirical evidence from China	91
Senior management's academic experience and corporate green innovation	91
Sustainable economic development in India: The dynamics between financial inclusion, ICT development, and economic growth	90
Does Environmental Regulation Induce Green Innovation? A Panel Study of Chinese Listed Firms	90
Consensus in the delphi method: What makes a decision change?	90
Business-to-business open innovation: COVID-19 lessons for small and medium-sized enterprises from emerging markets	89
Digital Disruption beyond Uber and Airbnb—Tracking the long tail of the sharing economy	89
Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path	89
Exploring the asymmetric impact of economic policy uncertainty on China's carbon emissions trading market price: Do different types of uncertainty matter?	89
Are we preparing for a good AI society? A bibliometric review and research agenda	88
Gamification and e-learning for young learners: A systematic literature review, bibliometric analysis, and future research agenda	88
The impact of new technologies on consumers beliefs: Reducing the perceived risks of electric vehicle adoption	87
New challenges in higher education: A study of the digital competence of educators in Covid times	87
Digital transition and green growth in Chinese agriculture	86
Digital transformation in the maritime transport sector	86
Digital finance and green growth in China: Appraising inclusive digital finance using web crawler technology and big data	84
Technology mining: Artificial intelligence in manufacturing	84
ICT and education as determinants of environmental quality: The role of financial development in selected Asian countries	83
Religion as a social shaping force in entrepreneurship and business: Insights from a technology-empowered systematic literature review	83
Digital Academic Entrepreneurship: A structured literature review and avenue for a research agenda	82
An empirical discourse on forecasting the use of autonomous vehicles using consumers’ preferences	81
Has Covid-19 accelerated opportunities for digital entrepreneurship? An Indian perspective	81
The effect of innovation-driven development on pollution reduction: Empirical evidence from a quasi-natural experiment in China	81

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