Technological Forecasting and Social Change

2012 - 2025

Current editor(s): Fred Phillips

From Elsevier
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Volume 200, issue C, 2024

A study on the strategic momentum of SMEs’ digital transformation: Evidence from China

Junbo Jia, Yusen Xu and Wenli Li

Unpacking associations between positive-negative valence and ambidexterity of big data. Implications for firm performance

Adeel Luqman, Liangyu Wang, Gagan Katiyar, Reeti Agarwal and Amiya Kumar Mohapatra

Alliance portfolio configuration strategies as catalysts for innovation: Evidence from international alliances between Japanese and Taiwanese manufacturing corporations

Eun-Teak Oh, Hao-Cheng Chen, Ryuichi Nakamoto and Ren-Jye Liu

Are academic spin-offs more socially responsible? The influence of origin on entrepreneurial behaviors

Jing Xu and Yijia Dai

Complexity in online collective assessments: Implications for the wisdom of the crowd

Jean-Loup Richet, Rosa Currás-Móstoles and José María Martín Martín

Crypto market relationships with bric countries' uncertainty – A wavelet-based approach

José Almeida, Cristina Gaio and Tiago Gonçalves

Longitudinal study of necessity- and opportunity-based entrepreneurship upon COVID lockdowns - The importance of misery and economic freedom indexes

Yilsy M. Núñez and Gustavo Morales-Alonso

Every cloud has a silver lining: The role of business digitalization and early internationalization strategies to overcome cloudy times

Nuno Fernandes Crespo, Cátia Fernandes Crespo and Graça Miranda Silva

The effects of knowledge spillovers, digital capabilities, and innovation on firm performance: A moderated mediation model

João J.M. Ferreira, Cristina I. Fernandes and Pedro Mota Veiga

Mandatory adoption of technology: Can UTAUT2 model capture managers behavioral intention?

Mahmud Akhter Shareef, Ronnie Das, Jashim Uddin Ahmed, Anubhav Mishra, Ishrat Sultana, Mehe Z. Rahman and Bhasker Mukerji

Effectiveness of ATM withdrawal forecasting methods under different market conditions

Marcin Suder, Henryk Gurgul, Belem Barbosa, Artur Machno and Łukasz Lach

Exploring the interplay between entrepreneurial orientation, causation and effectuation under unexpected covid-19 uncertainty: Insights from large French banks

Jihene Cherbib

How are ‘Pasteur researchers’ formed and what contributions do they make? A case study of a research institute in Korea

Yeonsoo Park and Dukrok Suh

The rules of courtship: What drives a start-up to collaborate with a large company?

Vincenzo Corvello, Alberto Michele Felicetti, Salvatore Ammirato, Ciro Troise and Aleksandr Ključnikov

Modeling social coupon redemption decisions of consumers in food industry: A machine learning perspective

Pappu Kalyan Ram, Neeraj Pandey and Jinil Persis

Comparison of the criteria affecting the digital innovation performance of the European Union (EU) member and candidate countries with the entropy weight-TOPSIS method and investigation of its importance for SMEs

Zümrüt Ecevit Satı

Strategic foresight and business model innovation: The sequential mediating role of sensemaking and learning

Sara Moqaddamerad and Murad Ali

The effect of population ageing on technological innovation in emerging market countries

Zhongying Jing and Zheng Li

Research on the impact of the integration of digital economy and real economy on enterprise green innovation

Guanglin Sun, Jiming Fang, Jinning Li and Xiaolin Wang

Decoding digital nomad destination decisions through user-generated content

Francisco Javier S. Lacárcel, Raquel Huete and Konstantina Zerva

Assessing the role of emerging green technology transfer in sustainable development and identification of key regions in Yangtze River Delta region

Xiang Yan, Zhiyong Han, Chen Zou and Changgao Cheng

Investigating the barriers towards adoption and implementation of open innovation in healthcare

Pooja Kumari, Amit Shankar, Abhishek Behl, Vijay Pereira, Dorra Yahiaoui, Benjamin Laker, Brij B. Gupta and Varsha Arya

Tracking technologies in eHealth: Revisiting the personalization-privacy paradox through the transparency-control framework

Julien Cloarec, Charlotte Cadieu and Nour Alrabie

The optimization of a corporate social responsibility management system based on service-orientated architecture under the concept of sustainable development

Kun Su, Chengyun Liu and Miaomiao Zhang

Digital advancement and its effect on business model design: Qualitative-empirical insights

Sven M. Laudien, Ute Reuter, Francisco Javier Sendra Garcia and Dolores Botella-Carrubi

The effect of foreign aid on carbon emissions in recipient countries: Evidence from China

Haijun Wang, Yongming Wang, Xue Zhang and Cheng Zhang

Accelerated green patent examination and innovation benefits: An analysis of private economic value and public environmental benefits

Aiting Xu, Miaoyuan Song, Shenyi Xu and Wenpu Wang

Unlocking society's standings in artificial intelligence

Anna-Мaria Kanzola, Konstantina Papaioannou and Panagiotis Petrakis

Mapping green innovation with machine learning: Evidence from China

Feng Liu, Rongping Wang and Mingjie Fang

Toward urban high-quality development: Evidence from more intelligent Chinese cities

Shiyue Luo, Mengyao Yu, Yilan Dong, Yu Hao, Changping Li and Haitao Wu

Pathways towards carbon neutrality in low carbon cities: The role of green patents, R&D and energy use for carbon emissions

Shujaat Abbas, Najia Saqib, Kamel Si Mohammed, Nidhi Sahore and Umer Shahzad

Social media opinion leaders and information diffusion of crowdfunding projects: Evidence from China

Liang Zhao, Zhe Sun, Si Chen, Ritika Gugnani and Nidhi Sahore

Growth hacking: A critical review to clarify its meaning and guide its practical application

Augusto Bargoni, Gabriele Santoro, Antonio Messeni Petruzzelli and Alberto Ferraris

Revolutionizing finance: The synergy of fintech, digital adoption, and innovation

Syed Kumail Abbas Rizvi, Birjees Rahat, Bushra Naqvi and Muhammad Umar

Intelligent influencer marketing: how AI-powered virtual influencers outperform human influencers

Oihab Allal-Chérif, Rosa Puertas and Patricia Carracedo

New energy vehicle innovation network, innovation resources agglomeration externalities and energy efficiency: Navigating industry chain innovation

Maohui Ren, Tao Zhou and ChenXi Wang

How to reach new technological specialisation: The role of related technological capabilities and complementary technological linkages

Mo Xu and Changqi Tao

Technology-driven carbon reduction: Analyzing the impact of digital technology on China's carbon emission and its mechanism

Yajun Liu, Xiuwu Zhang and Yang Shen

Transforming industry: Investigating 4.0 technologies for sustainable product evolution in china through a novel fuzzy three-way decision-making process

Wenqi Duan, Adnan Khurshid, Khalid Khan and Adrian Cantemir Calin

Government intervention in green technology innovation: The carrot, the stick or both?

Jing Xia, Yan Zheng, Lehe Yang and Yujie Xiao

The innovation model and upgrade path of digitalization driven tourism industry: Longitudinal case study of OCT

Qian Liu, Jian Gao and Shijie Li

The impact of innovation capability on green development in China's urban agglomerations

Kai Tang, Yu-ying Wang and Hai-jie Wang

Institutional investor ESG activism and corporate green innovation against climate change: Exploring differences between digital and non-digital firms

Chenfei Jin, Abel Monfort, Feng Chen, Neng Xia and Bao Wu

Blockchain's value proposition for online gambling: The operators' perspective

B.T. Chagas, D. Jesus and A. Palma-dos-Reis

Zooming in and out the landscape: Artificial intelligence and system dynamics in business and management

Stefano Armenia, Eduardo Franco, Francesca Iandolo, Giuliano Maielli and Pietro Vito

Institutional investors ownership concentration and its effect on disclosure and transparency of United Nations sustainable development goals

Daniele Giordino, Fauzia Jabeen, Niccolò Nirino and Stefano Bresciani

Optimal monetary policy under digital technology shock

Jiazheng Li, Tingwei Wang and Zhifang Su

Robot adoption and enterprise R&D manipulation: Evidence from China

Zhongsheng Zhou, Zhuo Li, Shanzhong Du and June Cao

Can innovative pilot city policies improve the allocation level of innovation factors? – Evidence from China

Ye Xu, Zhi-Chao Wang and Chang-Qi Tao

Innovation and OFDI along the Belt and Road

Yongmin Zhang, Zhenbang Zhang, Hanglin Jin, Wenjun Tu and Yingnan Liu

Does the import of green products encourage green technology innovation? Empirical evidence from China

Ji Chen, Liudan Wu, Lili Hao, Xiao Yu and Dalia Streimikiene

Water and waste management strategies as drivers of the financial performance of food companies

M. Ángeles López-Cabarcos, Juan Piñeiro-Chousa, Lara Quiñoá-Piñeiro and M. Luisa López-Pérez

Direct and indirect effects of digital transformation on sustainable development in pre- and post-pandemic periods

María-Teresa Mendez-Picazo, Miguel-Angel Galindo-Martin and Rafael-Sergio Perez-Pujol

Artificial intelligence and the skill premium: A numerical analysis of theoretical models

Can Cheng, Jiayu Luo, Chun Zhu and Shangfeng Zhang

The role of material resources for rapid technology diffusion in net-zero transitions: Insights from EV lithium-ion battery Technological Innovation System in China

Huiwen Gong and Allan Dahl Andersen

The empirical study of digital marketing strategy and performance in small and medium-sized enterprises (SMEs)

Chih-Wen Wu, Dolores Botella-Carrubi and Cristina Blanco-González-Tejero

Policy-induced cooperative knowledge network, university-industry collaboration and firm innovation: Evidence from the Greater Bay Area

Yang Zhao, Yang Yongquan, Ma Jian, Angela Lu and Xu Xuanhua

Food system resilience: Unraveling power relations and the Matthew effect in farmers networks

Aishwarya Jayaraman, Sudhir Chella Rajan and Palaniappan Ramu

Internationalising high–tech SMEs: Advancing a new perspective of open innovation

Amon Simba, Mahdi Tajeddin, Mehdi Farashahi, Leo Dana and Amirhossein Maleki

Building resilient supply chains: Empirical evidence on the contributions of ambidexterity, risk management, and analytics capability

Muhammad Adeel Munir, Amjad Hussain, Muhammad Farooq, Ateekh Ur Rehman and Tariq Masood

Discovering technological opportunities by identifying dynamic structure-coupling patterns and lead-lag distance between science and technology

Zhichao Ba, Kai Meng, Yaxue Ma and Yikun Xia

Clean energy stock price forecasting and response to macroeconomic variables: A novel framework using Facebook's Prophet, NeuralProphet and explainable AI

Indranil Ghosh and Rabin K. Jana

Assessing the influence of artificial intelligence on agri-food supply chain performance: the mediating effect of distribution network efficiency

El Mehdi El Bhilat, Asmae El Jaouhari and L. Saadia Hamidi

Exploratory modelling and analysis to support decision-making under deep uncertainty: A case study from defence resource planning and asset management

Sanath Darshana Kahagalage, Hasan Hüseyin Turan, Sondoss Elsawah and Michael Shayne Gary

Why do people choose to continue using cryptocurrencies?

Khaled Saleh Al-Omoush, Ana M. Gomez-Olmedo and Andrés Gómez Funes

Digital inclusive finance and green transformation of manufacturing enterprises: Empirical analysis based on the dual perspectives of demand and supply

Hengni Fu, Chengsi Zheng and PingYu Yang

From riches to digitalization: The role of AMC in overcoming challenges of digital transformation in resource-rich regions

Yu Chen, Yuandi Wang and Changyi Zhao

Does corporate social responsibility influence performance persistence? A signal extraction approach with evidence from Fortune 500 companies

Bo-Xiang Hsu and Yi-Min Chen

How does climate policy uncertainty affect the carbon market?

Chi Wei Su, Shenkai Wei, Yan Wang and Ran Tao

Rethinking the diffusion of grassroots innovations: An embedding framework

Rebeca Roysen, Nadine Bruehwiler, Lasse Kos, Robert Boyer and Jens Koehrsen

Technology transfer offices in the diffusion of transformative innovation: Rethinking roles, resources, and capabilities

Susana Borrás, Francesco Gerli and Rebecca Cenzato

Series of configurational movements: User activities in technology generalization

Sampsa Hyysalo and Jouni K. Juntunen

An information-analytical system for assessing the level of automated news content according to the population structure – A platform for media literacy system development

Beata Gavurova, Marinko Skare, Nik Hynek, Vaclav Moravec and Volodymyr Polishchuk

Human or machine? The perception of artificial intelligence in journalism, its socio-economic conditions, and technological developments toward the digital future

Vaclav Moravec, Nik Hynek, Marinko Skare, Beata Gavurova and Matus Kubak

Probability causal inference of interest rate fluctuations: Evidence from private credit in emerging markets

Xiaohui Chen and Shaowei Shen

Effects of new urbanization on China's carbon emissions: A quasi-natural experiment based on the improved PSM-DID model

Aiting Xu, Miaoyuan Song, Yunguang Wu, Yifan Luo, Yuhan Zhu and Keyang Qiu

Assessing the influence of emerging technologies on organizational data driven culture and innovation capabilities: A sustainability performance perspective

Ranjan Chaudhuri, Sheshadri Chatterjee, Marcello M. Mariani and Samuel Fosso Wamba

Spatiotemporal heterogeneities in the impact of the digital economy on carbon emission transfers in China

Haijing Yu, Shaowei Shen, Lei Han and Jian Ouyang

Comprehensive analysis of energy security indicators and measurement of their integrity

Indre Siksnelyte-Butkiene, Dalia Streimikiene, Vidas Lekavicius and Tomas Baležentis

Technological transformation in HRM through knowledge and training: Innovative business decision making

Maria Teresa del Val Núñez, Antonio de Lucas Ancillo, Sorin Gavrila Gavrila and José Andrés Gómez Gandía

The Stackelberg duel between Central Bank Digital Currencies and private payment titans in China

WenTing Wu, XiaoQian Chen, Roman Zvarych and Weilun Huang

Optimizing digital transformation paths for industrial clusters: Insights from a simulation

Yuanyang Teng, Jianzhuang Zheng, Yicun Li and Dong Wu

How to improve voice assistant evaluations: Understanding the role of attachment with a socio-technical systems perspective

Weiyao Kang, Bingjia Shao, Shan Du, Hongquan Chen and Yong Zhang

Impact of digital burnout on the use of digital consumer platforms

Filipa Pires da Silva, Helena Mateus Jerónimo, Paulo Lopes Henriques and Joana Ribeiro

Electric mobility in an oil-producing developing nation: Empirical assessment of electric vehicle adoption

Gibbson Adu-Gyamfi, Ama Nyarkoh Asamoah, Bright Obuobi, Emmanuel Nketiah and Ming Zhang

Unlocking venture growth: Synergizing big data analytics, artificial intelligence, new product development practices, and inter-organizational digital capability

Fuqiang Tan, Qingyu Zhang, Ankit Mehrotra, Rekha Attri and Himanshi Tiwari

Energy as the new frontier: Dynamic panel data analysis revealing energy's transformative role in economic growth and technological progress

Marinko Skare, Ilhan Ozturk, Małgorzata Porada-Rochoń and Sasa Stjepanovic

Carbon trading price forecasting in digitalization social change era using an explainable machine learning approach: The case of China as emerging country evidence

Ning Wang, Ziyu Guo, Dawei Shang and Keyuyang Li

Exploring the impact of digital inclusive finance on consumption volatility: Insights from household entrepreneurship and income volatility

Yunxing Song, Yuanyuan Gong, Yan Song and Xiaohui Chen

Does artificial intelligence promote common prosperity within enterprises? —Evidence from Chinese-listed companies in the service industry

Kaiming Chen, Xiaoqian Chen, Zhan-ao Wang and Roman Zvarych

Carbon emission reduction contribution analysis of electricity enterprises in urban green development: A quantum spherical fuzzy sets-based decision framework

Puliang Du, Bo Zhou and Miaoheng Yang

Firm digital investments and capacity utilisation: A perspective of factor inputs

Aizhen Chen, Dongyan Zhao and Chengying He

Exaptationary Industry 4.0: Graphene as pathfinder?

Oliver Kovacs

New way out of efficiency-equity dilemma: Digital technology empowerment for local government environmental governance

Hongli Wang and Jinguang Guo

The impact of “Internet plus” enterprises on municipal solid waste classification and social welfare: An example from China

Lulin Xu and Zhongwu Li

How do the key capabilities of the industrial internet platform support its growth? A longitudinal case study based on the resource orchestration perspective

Bing Wang, Ming Ma, Zongyi Zhang and Chunhong Li

Conceptualizing ecosystem management capabilities: Managing the ecosystem-organization interface

David Sjödin, Alexander Liljeborg and Sermed Mutter

Exploring the interaction between big data analytics, frugal innovation, and competitive agility: The mediating role of organizational learning

Khaled Saleh Al-Omoush, Fernando Garcia-Monleon and José Manuel Mas Iglesias

Artificial intelligence capabilities for circular business models: Research synthesis and future agenda

Arun Madanaguli, David Sjödin, Vinit Parida and Patrick Mikalef

Multi-scale impacts of oil shocks on travel and leisure stocks: A MODWT-Bayesian TVP model with shrinkage approach

Ruibin Liang, Sheng Cheng, Yan Cao and Xinran Li

IoT smart farming adoption intention under climate change: The gain and loss perspective

Assanee Piancharoenwong and Yuosre F. Badir

The interactive effect of environmental penalties and environmental subsidies on corporate environmental innovation: Is more better or worse?

Ruiqian Li and Ramakrishnan Ramanathan

The factors behind block-chain technology that boost the circular economy: An organizational perspective

Sohail Ahmad Javeed and Umair Akram

Coskewness and the short-term predictability for Bitcoin return

Yan Chen, Yakun Liu and Feipeng Zhang

Social network platforms and climate change in China: Evidence from TikTok

Yunpeng Sun, Ruoya Jia, Asif Razzaq and Qun Bao

How should we govern digital innovation? A venture capital perspective

Jesús Salgado-Criado, Carlos Mataix-Aldeanueva, Santiago Nardini, Cecilia López-Pablos, Mara Balestrini and César Said Rosales-Torres

Unleashing the spillover potential: Exploring the role of technology-seeking investment in driving green innovation of host countries

Xiao Lei, Xueli Chen and Bin Zhang

Innovation and sales growth intentions among the solopreneurs: The role of experience and entrepreneurial self-efficacy

Areti Gkypali and Stephen Roper

Beyond borders: Assessing the transboundary effects of environmental regulation on technological development in Europe

Adnan Khurshid, Yupei Huang, Javier Cifuentes-Faura and Khalid Khan