Technological Forecasting and Social Change

Article	Citations
CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting	777
Corporate social responsibility and environmental performance: The mediating role of environmental strategy and green innovation	555
Impact of COVID-19 on the travel and tourism industry	484
Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries	468
Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China	404
Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities	378
Analyzing the relationship between green innovation and environmental performance in large manufacturing firms	370
Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China	367
Energy efficiency: The role of technological innovation and knowledge spillover	352
Artificial intelligence and innovation management: A review, framework, and research agenda✰	316
Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model	311
The Third Mission of the university: A systematic literature review on potentials and constraints	308
The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance	284
How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth	282
Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promises	275
Impact of digital transformation on the automotive industry	255
How does financial risk affect global CO2 emissions? The role of technological innovation	252
Implications of the coronavirus (COVID-19) outbreak for innovation: Which technologies will improve our lives?	241
Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths	238
Green technology progress and total factor productivity of resource-based enterprises: A perspective of technical compensation of environmental regulation	236
Understanding AI adoption in manufacturing and production firms using an integrated TAM-TOE model	236
Impact of technological innovation on energy efficiency in industry 4.0 era: Moderation of shadow economy in sustainable development	235
Is technological innovation making world "Greener"? An evidence from changing growth story of China	234
The digital divide: A review and future research agenda	228
Time and frequency domain connectedness and spill-over among fintech, green bonds and cryptocurrencies in the age of the fourth industrial revolution	225

Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance	224
How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era	218
The impact of green technological innovation and institutional quality on CO2 emissions in African countries	217
Can Fintech development pave the way for a transition towards low-carbon economy: A global perspective	213
COVID-19 information overload and generation Z's social media discontinuance intention during the pandemic lockdown	197
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)	196
Environmental impact of information and communication technology: Unveiling the role of education in developing countries	195
Corporate controversies and company's financial performance: Exploring the moderating role of ESG practices	193
The role of Financial Development and Technological Innovation towards Sustainable Development in Pakistan: Fresh insights from consumption and territory-based emissions	188
Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations	186
Fuzzy-set qualitative comparative analysis (fsQCA) in business and management research: A contemporary overview	185
Investigating the spill overs and connectedness between financial globalization, high-tech industries and environmental footprints: Fresh evidence in context of China	185
Renewable energy technology innovation, industrial structure upgrading and green development from the perspective of China's provinces	183
Climate policy uncertainty and world renewable energy index volatility forecasting	182
The adoption of digital technologies in supply chains: Drivers, process and impact	182
Risk management in sustainable smart cities governance: A TOE framework	181
The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives	181
Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity	177
An intelligent framework using disruptive technologies for COVID-19 analysis	176
A machine learning based approach for predicting blockchain adoption in supply Chain	173
Opportunities and challenges for contactless healthcare services in the post-COVID-19 Era	172
Industry 4.0 technologies, digital trust and technological orientation: What matters in open innovation?	172
Measuring the perceived benefits of implementing blockchain technology in the banking sector	170
CatBoost model and artificial intelligence techniques for corporate failure prediction	170
Green bonds for sustainable development: Review of literature on development and impact of green bonds	168
The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises	166
Blockchain applications in management: A bibliometric analysis and literature review	166
Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG)	165
The influence of environmental regulation on industrial structure upgrading: Based on the strategic interaction behavior of environmental regulation among local governments	165
Dynamic capabilities for ecosystem orchestration A capability-based framework for smart city innovation initiatives	165
Blockchain as a sustainability-oriented innovation?: Opportunities for and resistance to Blockchain technology as a driver of sustainability in global food supply chains	163
What influences algorithmic decision-making? A systematic literature review on algorithm aversion	161
Prioritizing and overcoming biomass energy barriers: Application of AHP and G-TOPSIS approaches	160
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	155
What drives the acceptance of autonomous driving? An investigation of acceptance factors from an end-user's perspective	154
Does green innovation induce green total factor productivity? Novel findings from Chinese city level data	152
On the efficiency of foreign exchange markets in times of the COVID-19 pandemic	152
Literature review on digitalization capabilities: Co-citation analysis of antecedents, conceptualization and consequences	150
Mitigate risks in perishable food supply chains: Learning from COVID-19	148
Towards a new era of mass data collection: Assessing pandemic surveillance technologies to preserve user privacy	147
Digital twin for sustainable manufacturing supply chains: Current trends, future perspectives, and an implementation framework	145
Does industrial robot application promote green technology innovation in the manufacturing industry?	144
The role of trust in intention to use the IoT in eHealth: Application of the modified UTAUT in a consumer context	143
COVID-19, consumer behavior, technology, and society: A literature review and bibliometric analysis	139
A sustainable Blockchain framework for the halal food supply chain: Lessons from Malaysia	138
The roles of technology and Kyoto Protocol in energy transition towards COP26 targets: Evidence from the novel GMM-PVAR approach for G-7 countries	137
Bitcoin: A safe haven asset and a winner amid political and economic uncertainties in the US?	137
A novel framework for risk assessment and resilience of critical infrastructure towards climate change	136
Effects of China's pilot low-carbon city policy on carbon emission reduction: A quasi-natural experiment based on satellite data	135
Technological innovation and structural change for economic development in China as an emerging market	134

The effects of low-carbon pilot policy on technological innovation: Evidence from prefecture-level data in China	134
Fostering employee's pro-environmental behavior through green transformational leadership, green human resource management and environmental knowledge	133
Multistage implementation framework for smart supply chain management under industry 4.0	132
Entrepreneurial universities: A bibliometric analysis within the business and management domains	130
Bridging the gap between circular economy and climate change mitigation policies through eco-innovations and Quintuple Helix Model	130
A metaverse assessment model for sustainable transportation using ordinal priority approach and Aczel-Alsina norms	130
The interrelationship between the carbon market and the green bonds market: Evidence from wavelet quantile-on-quantile method	129
Digital technology and business model innovation: A systematic literature review and future research agenda	129
Multifaceted applicability of drones: A review	128
Renewable energy and technological innovation: Which one is the winner in promoting net-zero emissions?	128
Technological innovation typologies and open innovation in SMEs: Beyond internal and external sources of knowledge	126
Higher education development, technological innovation and industrial structure upgrade	126
Sustainable economic development in India: The dynamics between financial inclusion, ICT development, and economic growth	125
Senior management's academic experience and corporate green innovation	125
Can public participation constraints promote green technological innovation of Chinese enterprises? The moderating role of government environmental regulatory enforcement	122
Digital finance and green growth in China: Appraising inclusive digital finance using web crawler technology and big data	121
Digital transition and green growth in Chinese agriculture	121
A smart city is a less polluted city	120
Role of big data analytics capability in developing integrated hospital supply chains and operational flexibility: An organizational information processing theory perspective	118
A decision-making framework for Industry 4.0 technology implementation: The case of FinTech and sustainable supply chain finance for SMEs	118
The effect of manufacturing intelligence on green innovation performance in China	118
Do government subsidies improve innovation investment for new energy firms: A quasi-natural experiment of China's listed companies	117
Consensus in the delphi method: What makes a decision change?	117
New challenges in higher education: A study of the digital competence of educators in Covid times	116
Optimal green technology investment and emission reduction in emissions generating companies under the support of green bond and subsidy	116
The influence of investor sentiment on the green bond market	114
Has Covid-19 accelerated opportunities for digital entrepreneurship? An Indian perspective	114
Technological innovation, organizational innovation and international performance of SMEs: The moderating role of domestic institutional environment	114
Big data analytics capability and decision making performance in emerging market firms: The role of contractual and relational governance mechanisms	114
Digital transformation in the maritime transport sector	114
Blockchain, business and the fourth industrial revolution: Whence, whither, wherefore and how?	113
The impact of new technologies on consumers beliefs: Reducing the perceived risks of electric vehicle adoption	113
How does the digital economy improve high-quality energy development? The case of China	113
Technology policy and environmental quality at crossroads: Designing SDG policies for select Asia Pacific countries	111
The effect of energy patents on China's carbon emissions: Evidence from the STIRPAT model	111
Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?	111
Gamification and e-learning for young learners: A systematic literature review, bibliometric analysis, and future research agenda	111
Can digital transformation overcome the enterprise innovation dilemma: Effect, mechanism and effective boundary	111
Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path	110
Does Environmental Regulation Induce Green Innovation? A Panel Study of Chinese Listed Firms	110
Religion as a social shaping force in entrepreneurship and business: Insights from a technology-empowered systematic literature review	109
Technology mining: Artificial intelligence in manufacturing	109
Does technology gap increase FDI spillovers on productivity growth? Evidence from Chinese outward FDI in Belt and Road host countries	109
Environmental information disclosure and green technology innovation: Empirical evidence from China	109
Future of e-Government: An integrated conceptual framework	109
Digital knowledge sharing and creative performance: Work from home during the COVID-19 pandemic	109
Threat or opportunity? A case study of digital-enabled redesign of entrepreneurship education in the COVID-19 emergency	108
Environmental regulation, technology innovation, and low carbon development: Revisiting the EKC Hypothesis, Porter Hypothesis, and Jevons’ Paradox in China's iron & steel industry	108
Potentials of blockchain technology in supply chain management: Long-term judgments of an international expert panel	106
Effects of the COVID-19 pandemic on the US stock market and uncertainty: A comparative assessment between the first and second waves	106
Is decoupling embodied carbon emissions from economic output in Sino-US trade possible?	106
Exploring the asymmetric impact of economic policy uncertainty on China's carbon emissions trading market price: Do different types of uncertainty matter?	105
Industry 4.0 enables supply chain resilience and supply chain performance	105
Board gender diversity, environmental innovation and corporate carbon emissions	104
Business-to-business open innovation: COVID-19 lessons for small and medium-sized enterprises from emerging markets	103
Climbing the quality ladder of green innovation: Does green finance matter?	103
How do digitalization capabilities enable open innovation in manufacturing enterprises? A multiple case study based on resource integration perspective	103
A readiness assessment framework for Blockchain adoption: A healthcare case study	103
Are we preparing for a good AI society? A bibliometric review and research agenda	103
Leveraging blockchain technology for green innovation in ecosystem-based business models: A dynamic capability of values appropriation	103
Unveiling the effect of transport infrastructure and technological innovation on economic growth, energy consumption and CO2 emissions	101
The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States	101
How digitalization supports a sustainable business model: A literature review	101
Digital strategy implementation: The role of individual entrepreneurial orientation and relational capital	101
The effect of urban innovation performance of smart city construction policies: Evaluate by using a multiple period difference-in-differences model	100
Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery	99
Energy endowment, environmental regulation, and energy efficiency: Evidence from China	98
Green Credit Policy and Corporate Productivity: Evidence from a Quasi-natural Experiment in China	98
Analysis of the adoption of emergent technologies for risk management in the era of digital manufacturing	97
Consumer adoption intention for electric vehicles: Insights and evidence from Indian sustainable transportation	97
The interplay of digital transformation and employee competency: A design science approach	97
Digital platform capability and organizational agility of emerging market manufacturing SMEs: The mediating role of intellectual capital and the moderating role of environmental dynamism	96
Understanding acceptance of eHealthcare by IoT natives and IoT immigrants: An integrated model of UTAUT, perceived risk, and financial cost	95
FinTech, SME efficiency and national culture: Evidence from OECD countries	95
The use of multi-criteria decision-making methods in business analytics: A comprehensive literature review	95
Intelligent transformation of the manufacturing industry for Industry 4.0: Seizing financial benefits from supply chain relationship capital through enterprise green management	95
The effect of innovation-driven development on pollution reduction: Empirical evidence from a quasi-natural experiment in China	94
The financial effect of firm digitalization: Evidence from China	94
Digitalization of the economy and entrepreneurship intention	94
ICT and education as determinants of environmental quality: The role of financial development in selected Asian countries	94

The Effects of Central Bank Digital Currencies News on Financial Markets	93
The impact of China's R&D subsidies on R&D investment, technological upgrading and economic growth	93
Social media-enabled healthcare: A conceptual model of social media affordances, online social support, and health behaviors and outcomes	93
Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping	93
Green technology innovation, environmental externality, and the cleaner upgrading of industrial structure in China — Considering the moderating effect of environmental regulation	92
FinTech and commercial banks' performance in China: A leap forward or survival of the fittest?	92
Digital innovation and the effects of artificial intelligence on firms’ research and development – Automation or augmentation, exploration or exploitation?	92
Alexa, what's on my shopping list? Transforming customer experience with digital voice assistants	91
Envisaging the carbon emissions efficiency of digitalization: The case of the internet economy for China	91
Digital transformation and tourist experience co-design: Big social data for planning cultural tourism	91
An ethical framework for big data and smart cities	91
A comprehensive hierarchical blockchain system for carbon emission trading utilizing blockchain of things and smart contract	90
Trade openness, economic growth, and energy intensity in China	88
Does technological innovation benefit energy firms’ environmental performance? The moderating effect of government subsidies and media coverage	88
The role of meta-UTAUT factors, perceived anthropomorphism, perceived intelligence, and social self-efficacy in chatbot-based services?	88
How AI revolutionizes innovation management – Perceptions and implementation preferences of AI-based innovators	88
Robo advisors, algorithmic trading and investment management: Wonders of fourth industrial revolution in financial markets	87
Circular economy for fashion industry: Use of waste from the food industry for the production of biotextiles	87
Transforming consumers' intention to purchase green products: Role of social media	87
Do environmental subsidies spur environmental innovation? Empirical evidence from Chinese listed firms	87
The digital transformation of business. Towards the datafication of the relationship with customers	86
Clustered institutional investors, shared ESG preferences and low-carbon innovation in family firm	86
How does energy poverty eradication promote green growth in China? The role of technological innovation	86
Business networks and organizational resilience capacity in the digital age during COVID-19: A perspective utilizing organizational information processing theory	86
Blockchain technology and trust relationships in trade finance	85
Mobile apps for healthy living: Factors influencing continuance intention for health apps	85
Internet of Things (IoT) adoption barriers for the circular economy using Pythagorean fuzzy SWARA-CoCoSo decision-making approach in the manufacturing sector	84
A step towards environmental mitigation: Do green technological innovation and institutional quality make a difference?	84
Greening the globe: Uncovering the impact of environmental policy, renewable energy, and innovation on ecological footprint	84
Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models	84
How augmented reality (AR) is transforming the restaurant sector: Investigating the impact of “Le Petit Chef” on customers’ dining experiences	83
Urban innovation and intercity patent collaboration: A network analysis of China’s national innovation system	83
Role of environmental regulations and eco-innovation in energy structure transition for green growth: Evidence from OECD	83
Exploring the coupling and forecasting of financial development, technological innovation, and economic growth	82
From technological development to social advance: A review of Industry 4.0 through machine learning	82
How do climate risk and clean energy spillovers, and uncertainty affect U.S. stock markets?	82
Income inequality, energy poverty, and energy efficiency: Who cause who and how?	82
Digital entrepreneurship in developing countries: The role of institutional voids	82
Proposed managerial competencies for Industry 4.0 – Implications for social sustainability	82
The win-win ability of environmental protection and economic development during China's transition	80
Intellectual capital disclosure in integrated reports: The effect on firm value	80
Green innovation effect of pilot zones for green finance reform: Evidence of quasi natural experiment	80
The effect of the Fourth Industrial Revolution on the environment: The relationship between electronic finance and pollution in OECD countries	80
A large multi-group decision-making technique for prioritizing the big data-driven circular economy practices in the automobile component manufacturing industry	80
Forecasting technological positioning through technology knowledge redundancy: Patent citation analysis of IoT, cybersecurity, and Blockchain	80
Towards a business analytics capability for the circular economy	80
Digital business models and ridesharing for value co-creation in healthcare: A multi-stakeholder ecosystem analysis	80
Green investment, financial development, digitalization and economic sustainability in Vietnam: Evidence from a quantile-on-quantile regression and wavelet coherence	79
Openness to Industry 4.0 and performance: The impact of barriers and incentives	79
Mobile shoppers’ response to Covid-19 phobia, pessimism and smartphone addiction: Does social influence matter?	79
Influencing mechanism of reverse knowledge spillover on investment enterprises’ technological progress: An empirical examination of Chinese firms	79
Upcycled by-product use in agri-food systems from a consumer perspective: A review of what we know, and what is missing	79
How does government support promote digital economy development in China? The mediating role of regional innovation ecosystem resilience	79
Big data and firm marketing performance: Findings from knowledge-based view	79
Impacts of Healthcare 4.0 digital technologies on the resilience of hospitals	78
Factors affecting carbon emissions in emerging economies in the context of a green recovery: Implications for sustainable development goals	78
Social media induced fear of missing out (FoMO) and phubbing: Behavioural, relational and psychological outcomes	78
Financial innovation, information screening and industries’ green innovation — Industry-level evidence from the OECD	78
Data intelligence and analytics: A bibliometric analysis of human–Artificial intelligence in public sector decision-making effectiveness	78
Political connections and corporate carbon emission: New evidence from Chinese industrial firms	78
The evolution of the digital service ecosystem and digital business model innovation in retail: The emergence of meta-ecosystems and the value of physical interactions	77
Integrating patent analysis into technology roadmapping: A latent dirichlet allocation based technology assessment and roadmapping in the field of Blockchain	77
The Impact of the Internet on Industrial Green Productivity: Evidence from China	76
Social entrepreneurship orientation and company success: The mediating role of social performance	76
Digitalisation boosts company performance: an overview of Italian listed companies	76
Innovation input, governance and climate change: Evidence from emerging countries	76
Rethinking the corporate digital divide: The complementarity of technologies and the demand for digital skills	76
The impact of supply chain innovation on competitive advantage in the construction industry: Evidence from a moderated multi-mediation model	76
Environmental Finance: An Interdisciplinary Review	76
The impact of COVID-19-related media coverage on the return and volatility connectedness of cryptocurrencies and fiat currencies	76
Dynamic evolution and driving factors of new energy development: Fresh evidence from China	76
Imitation or innovation: To what extent do exploitative learning and exploratory learning foster imitation strategy and innovation strategy for sustained competitive advantage?✰	75
Digital orientation and environmental performance in times of technological change	75
Towards a data science platform for improving SME collaboration through Industry 4.0 technologies	75
Patients’ perceptions of teleconsultation during COVID-19: A cross-national study	75
Investigating consumer innovativeness in the context of drone food delivery services: Its impact on attitude and behavioral intentions	75
Impact of digitalization on technological innovations in small and medium-sized enterprises (SMEs)	74
Spanish SMEs’ digitalization enablers: E-Receipt applications to the offline retail market	74
A new health care system enabled by machine intelligence: Elderly people's trust or losing self control	74
A systematic literature review on cyberstalking. An analysis of past achievements and future promises	74
Ownership, uses and perceptions of cryptocurrency: Results from a population survey	74
Spillovers of environmental regulation on carbon emissions network	74
The impact of green technology innovation, environmental taxes, and renewable energy consumption on ecological footprint in Italy: Fresh evidence from novel dynamic ARDL simulations	74
Asymmetric effects of geopolitical risks and uncertainties on green bond markets	74
Comparative patent analysis for the identification of global research trends for the case of battery storage, hydrogen and bioenergy	73
The digital and sustainable transition of the agri-food sector	73
Forecasting the development trend of low emission vehicle technologies: Based on patent data	73
The impact of climate change on China's agricultural green total factor productivity	73
Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective.	72
Behavioral entrepreneurship for achieving the sustainable development goals	72
A dynamic panel study on digitalization and firm's agility: What drives agility in advanced economies 2009–2018	72
Deploying artificial intelligence for climate change adaptation	72
Impact of ambidexterity of blockchain technology and social factors on new product development: A supply chain and Industry 4.0 perspective	72
Dark consequences of social media-induced fear of missing out (FoMO): Social media stalking, comparisons, and fatigue	72
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	72