Technological Forecasting and Social Change

2012 - 2025

Current editor(s): Fred Phillips

From Elsevier
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Volume 199, issue C, 2024

Predicting the core determinants of cloud-edge computing adoption (CECA) for sustainable development in the higher education institutions of Africa: A high order SEM-ANN analytical approach

Kamal Kant Hiran and Manish Dadhich

Transdisciplinary knowledge integration PART II: Experiences of five transdisciplinary processes on digital data use in Germany

Roland W. Scholz, Heike Köckler, Jana Zscheischler, Reiner Czichos, Klaus-Markus Hofmann and Cornelia Sindermann

The impact of charging infrastructure on coupling coordination of urbanization and ecological environment: Evidence from China

Zhonglin Sheng, Yanliang Liu, Xiaoling Wang and Anthony S.F. Chiu

The role of industrial intelligence in peaking carbon emissions in China

Linhui Wang, Qi Chen, Zhiqing Dong and Lu Cheng

The artificial intelligence shock and socio-political polarization

Julian Jacobs

Evolution of digital transformation in SMEs management through a bibliometric analysis

Jorge Alberto Marino-Romero, Pedro R. Palos-Sánchez and Félix Velicia-Martín

Productivity impacts of R&D and non-R&D modes of technological change for incumbents and entrants in a catching-up economy

Jaan Masso and Amaresh K. Tiwari

Do social cooperatives stimulate social change? An investigation on Italian firms based on DEA-Malmquist approach

Giuseppe Giulio Calabrese and Greta Falavigna

Gig to the left, algorithms to the right: A case study of the dark sides in the gig economy

Guowei Zhu, Jing Huang, Jinfeng Lu, Yingyu Luo and Tingyu Zhu

The role of the quality infrastructure within socio-technical transformations: A European perspective

Knut Blind

Is innovation strategy a catalyst to solve social problems? The impact of R&D and non-R&D innovation strategies on the performance of social innovation-oriented firms

Xiaowei Lu and Jiexiang Wang

Anthropomorphic chatbots' for future healthcare services: Effects of personality, gender, and roles on source credibility, user satisfaction, and intention to use

Carmela Elita Schillaci, Lucrezia Maria de Cosmo, Luigi Piper, Melita Nicotra and Gianluigi Guido

Powered by innovation, derailed by disinformation: A multi-country analysis of the influence of online political disinformation on nations' innovation performance

Pramukh Nanjundaswamy Vasist and Satish Krishnan

Examining the influence of green innovations in industrial enterprises on China's smart city development

Shubo Yang, Atif Jahanger and Muhammad Usman

Customer acceptance of frontline social robots—Human-robot interaction as boundary condition

Bin Ding, Yameng Li, Shah Miah and Wei Liu

Re-conceptualizing absorptive capacity: The importance of teams as a meso-level context

H. Emre Yildiz, Adis Murtic and Udo Zander

How big data analytics can create competitive advantage in high-stake decision forecasting? The mediating role of organizational innovation

Diana Korayim, Varun Chotia, Girish Jain, Sharfa Hassan and Francesco Paolone

Site evaluation of subsea tunnels with sightseeing function based on dynamic complex MARCOS method

Shouzhen Zeng, Anqi Ye, Weihua Su, Manlei Chen and Carlos Llopis-Albert

A panel fsQCA investigation on European regional innovation

Malcolm Beynon, David Pickernell, Martina Battisti and Paul Jones

Effectiveness of tutoring at school: A machine learning evaluation

María Teresa Ballestar, Miguel Cuerdo Mir, Luis Miguel Doncel Pedrera and Jorge Sainz

Enabling battery circularity: Unlocking circular business model archetypes and collaboration forms in the electric vehicle battery ecosystem

Koteshwar Chirumalla, Ignat Kulkov, Vinit Parida, Erik Dahlquist, Glenn Johansson and Ioana Stefan

Digitalization and carbon footprint: Building a path to a sustainable economic growth

Marinko Skare, Beata Gavurova and Malgorzata Porada-Rochon

Dynamic pricing and service customization strategy for IoT-based smart products

Baogui Xin, Yaping Song and Lei Xie

Embracing RAISA in restaurants: Exploring customer attitudes toward robot adoption

Joanna Santiago, Maria Teresa Borges-Tiago and Flávio Tiago

Inbound open innovation in SMEs: A microfoundations perspective of dynamic capabilities

Khalil Rhaiem and David Doloreux

Modelling the FinTech adoption barriers in the context of emerging economies—An integrated Fuzzy hybrid approach

Venkateswarlu Nalluri and Long-Sheng Chen

Trust in a ‘trust-free’ system: Blockchain acceptance in the banking and finance sector

QingQiu Gan and Raymond Yiu Keung Lau

The effect of IT security issues on the implementation of industry 4.0 in SMEs: Barriers and challenges11This paper was supported by the UKRI Discribe Hub+, Digital Security by Design (DSbD) Programme, funded through the Economic and Social Research Council [ES/V003666/1]

Marta F. Arroyabe, Carlos F.A. Arranz, Ignacio Fernandez de Arroyabe and Juan Carlos Fernandez de Arroyabe

Can the digital economy accelerates China's export technology upgrading? Based on the perspective of export technology complexity

Shuang Liang and Qingmei Tan

A systematic literature network analysis of green information technology for sustainability: Toward smart and sustainable livelihoods

Chang-Tang Chiang

Impact of population aging on food security in the context of artificial intelligence: Evidence from China

Chien-Chiang Lee, Jingyang Yan and Fuhao Wang

Impel or impede? Revealing the effect of the integration into innovation ecosystems on the development of SMEs

Zhenyu Jiang and Zongjun Wang

Consequences of technostress for users in remote (home) work contexts during a time of crisis: The buffering role of emotional social support

Anis Khedhaouria, Francesco Montani, Arshad Jamal and Mahmood Hussain Shah

How consumers process online review types in familiar versus unfamiliar destinations. A self-reported and neuroscientific study

Enrique Bigne, Carla Ruiz and Rafael Curras-Perez

Exploratory and co-exploratory innovation. The mediating role of digitalization on competitiveness in the hotel industry

Patrocinio Zaragoza-Sáez, Bartolomé Marco-Lajara, Mercedes Úbeda-García and Encarnación Manresa-Marhuenda

Social media platform-oriented topic mining and information security analysis by big data and deep convolutional neural network

Changlin Wang

Roles of top management support and compatibility in big data predictive analytics for supply chain collaboration and supply chain performance

Muhammad Noman Shafique, Sook Fern Yeo and Cheng Ling Tan

Enhancing employees' remote work experience: Exploring the role of organizational job resources

Ludovico Bullini Orlandi, Eleonora Veglianti, Alessandro Zardini and Cecilia Rossignoli

The effects of artificial intelligence applications in educational settings: Challenges and strategies

Omar Ali, Peter A. Murray, Mujtaba Momin, Yogesh K. Dwivedi and Tegwen Malik

How does gender diversity in top management teams affect carbon disclosure and its quality: Evidence from the technological industry

Jérôme Caby, Clotilde Coron and Ydriss Ziane

Machine learning and the optimization of prediction-based policies

Pietro Battiston, Simona Gamba and Alessandro Santoro

What is the relationship between sociotechnical transition and disruptive innovations?

Yorgos D. Marinakis, Steven T. Walsh and Reilly White

How do e-governance and e-business drive sustainable development goals?

Oleksii Lyulyov, Tetyana Pimonenko, Jose Ramon Saura and Belem Barbosa

Implementing customer relationship management successfully: A configurational perspective

Björn Ivens, Kati Kasper-Brauer, Alexander Leischnig and Sabrina C. Thornton

The linkage misalignment of productive services and firms' domestic value-added ratio——Evidence from Chinese micro-firm data

Chonghui Zhang, Lingjing Yuan, Xiao Yu and Xiaohua Chen

Public administration managers' and employees' perceptions of adaptability to change under “the future of work” paradigm

Sofia David, Daniel Zinica, Nicoleta Bărbuță-Mișu, Larisa Savga and Florina-Oana Virlanuta

Volume 198, issue C, 2024

Failed technology management: Introducing ‘future technology myopia’ and how to address it

Patrick van der Duin, Paul Trott and Roland Ortt

The (de-)construction of technology legitimacy: Contending storylines surrounding wind energy in Austria and Switzerland

Nina Schneider and Adrian Rinscheid

The need for sectoral transition design: A case of the shift to renewable energy

Scott T. Bryant, Karla Straker and Cara Wrigley

The foreign investments-growth nexus in underdeveloped countries: the state-of-art of research analysing a selected and recent empirical literature (2020-2022)

Francesco Scalamonti

The impact of forum content on data science open innovation performance: A system dynamics-based causal machine learning approach

Libo Li, Huan Yu and Martin Kunc

The uncertainties of the carbon peak and the temporal and regional heterogeneity of its driving factors in China

Yi Yang and Huan Qin

Forecasting Bitcoin prices using artificial intelligence: Combination of ML, SARIMA, and Facebook Prophet models

Jiyang Cheng, Sunil Tiwari, Djebbouri Khaled, Mandeep Mahendru and Umer Shahzad

The impact of the internet of things on the perceived quality and customer involvement of smart product-service systems

Claudio Sassanelli and Diego A. de J. Pacheco

Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data

Sawan Rathi, Adrija Majumdar and Chirantan Chatterjee

Scaling sustainable technologies by creating innovation demand-pull: Strategic actions by food producers

Sanne Bor, Gregory O'Shea and Henri Hakala

Micro-foundations of digital innovation capability – A mixed method approach to develop and validate a multi-dimensional measurement instrument

Julia Kroh, Dietfried Globocnik, Carsten Schultz, Frederike Holdhof and Søren Salomo

C-level managers and born-digitals' scaling: The case of Initial Coin Offerings (ICOs)

Johannes Gartner and Andrea Moro

Multi-period portfolio optimization using a deep reinforcement learning hyper-heuristic approach

Tianxiang Cui, Nanjiang Du, Xiaoying Yang and Shusheng Ding

Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction

Zhenkun Liu, Ping Jiang, Koen W. De Bock, Jianzhou Wang, Lifang Zhang and Xinsong Niu

Service staff makes me nervous: Exploring the impact of insecure attachment on AI service preference

Shichang Deng, Jingjing Zhang, Zhengnan Lin and Xiangqian Li

Capability building for digital transformation through design thinking

Mariana Oliveira, Eduardo Zancul and Mario Sergio Salerno

The impact of customer privacy concerns on service robot adoption intentions: A credence/experience service typology perspective

Qi Yao, Chao Hu and Wenkai Zhou

Unlocking information technology infrastructure for promoting climate resilience and environmental quality

Olatunji A. Shobande, Lawrence Ogbeifun and Aviral Tiwari

From slack to strength: Examining ESNs impact on mental toughness and cyberslacking in the workplace

Anam Nusrat, Yong He, Adeel Luqman, Shivinder Nijjer and Ritika Gugnani

Generative conversational AI agent for managerial practices: The role of IQ dimensions, novelty seeking and ethical concerns

Abdullah M. Baabdullah

Heterogenous evaluations of autonomous vehicle services: An extended theoretical framework and empirical evidence

Vignesh Yoganathan and Victoria-Sophie Osburg

What are the drivers of eco-innovation? Empirical evidence from French start-ups

Rafik Abdesselam, Malia Kedjar and Patricia Renou-Maissant

Drivers and barriers of smart technologies for circular economy: Leveraging smart circular economy implementation to nurture companies' performance

Elisa Truant, Daniele Giordino, Edoardo Borlatto and Meena Bhatia

On the prediction of systemic risk tolerance of cryptocurrencies

Sabri Boubaker, Sitara Karim, Muhammad Abubakr Naeem and Molla Ramizur Rahman

Technological paradoxes and artificial intelligence implementation in healthcare. An application of paradox theory

Nidhi Singh, Monika Jain, Muhammad Mustafa Kamal, Rahul Bodhi and Bhumika Gupta

Gamification and sustainable development: Role of gamified learning in sustainable purchasing

Abaid Ullah Zafar, Mohsin Shahzad, Khuram Shahzad, Andrea Appolloni and Islam Elgammal

Complex patterns of ICTs' effect on sustainable development at the national level: The triple bottom line perspective

Zeljko Tekic and Anja Tekic

Do ICT firms manage R&D differently? Firm-level and macroeconomic effects on corporate R&D investment: Empirical evidence from a multi-countries context

Inna Alexeeva-Alexeev and Cristina Mazas-Perez-Oleaga

Investigating reviewers' intentions to post fake vs. authentic reviews based on behavioral linguistic features

Jong Min Kim, Keeyeon Ki-cheon Park, Marcello Mariani and Samuel Fosso Wamba

Can transactional use of AI-controlled voice assistants for service delivery pickup pace in the near future? A social learning theory (SLT) perspective

Saeed Badghish, Aqueeb Sohail Shaik, Nidhi Sahore, Shalini Srivastava and Ayesha Masood

Do social media influencers influence the vaccination drive? An application of source credibility theory and uses and gratification theory

Faizan Alam, Meng Tao, Rashmi Rastogi, Aparna Mendiratta and Rekha Attri

Unpacking complementarity in innovation ecosystems: A configurational analysis of knowledge transfer for achieving breakthrough innovation

Huan Wang, Leven J. Zheng, Justin Zuopeng Zhang, Ajay Kumar and Praveen Ranjan Srivastava

Breakthrough inventions in solar PV and wind technologies: The role of scientific discoveries

Tobias Buchmann and Patrick Wolf

Are urban mobility policies favoring the purchase of new vehicles?

Álvaro Hernández-Tamurejo, Álvaro Saiz-Sepúlveda and Francisco Javier S. Lacárcel

Causal analysis of SDG achievements

Tiffany Hui-Kuang Yu and Kun-Huang Huarng

Digital information in maritime supply chains with blockchain and cloud platforms: Supply chain capabilities, barriers, and research opportunities

Ebru Surucu-Balci, Çağatay Iris and Gökcay Balci

How do the news media, academia, and the public view the metaverse? Evidence from South Korea

Youngju Kim and Bumsoo Kim

Financing constraints, intellectual property rights protection and incremental innovation: Evidence from transition economy firms

Joynal Abdin, Abhijit Sharma, Rohit Trivedi and Chengang Wang

The impact of enterprise social media affordances on employees' thriving at work: An empowerment theory perspective

Yuan Sun, Yating Zhong, Anand Jeyaraj and Mengjie Zhu

Urban polycentrism and total-factor energy efficiency: An analysis based on the night light data

Yuhai Lu, Mincheng Gong, Linzhuo Lu, Yaqin Wang and Yang Wang

The knowledge linkage between science and technology influences corporate technological innovation: Evidence from scientific publications and patents

Xi Chen, Jin Mao, Yaxue Ma and Gang Li

The future of TV-shopping: predicting user purchase intention through an extended technology acceptance model

María Eugenia Rodríguez-López, Elena Higueras-Castillo, Álvaro J. Rojas-Lamorena and Juan Miguel Alcántara-Pilar

Effect of Digital Silk Road and innovation heterogeneity on digital economy growth across 29 countries: New evidence from PSM-DID

Amogh Ghimire, Sajjad Ali, Xingle Long, Lili Chen and Jiayi Sun

Game on! A state-of-the-art overview of doing business with gamification

Wamika Sharma, Weng Marc Lim, Satish Kumar, Aastha Verma and Rajeev Kumra

Pre- to post-adoption of blockchain technology in supply chain management: Influencing factors and the role of firm size

Khuram Shahzad, Qingyu Zhang, Muhammad Ashfaq, Abaid Ullah Zafar and Bilal Ahmad

Current and future roles of the automotive and ICT sectoral systems in autonomous driving - Using the innovation system approach to assess value chain transformation

Anna Grimm and Rainer Walz

Investigating the diffusion of innovation: A comprehensive study of successive diffusion processes through analysis of search trends, patent records, and academic publications

Carlos Kazunari Takahashi, Júlio César Bastos de Figueiredo and Eusebio Scornavacca

Can ambidexterity lead to pioneering orientation in adverse situations? A new approach about when and how

Bernardo De la Gala-Velásquez, María José Ruiz-Ortega, Pedro Manuel García-Villaverde and Américo Hurtado-Palomino

Technological changes and carbon neutrality targets in European countries: A sustainability approach with Fourier approximations

Ugur Korkut Pata, Mustafa Tevfik Kartal and Shahriyar Mukhtarov

Package-free products: How to improve pro-environmental buying behaviors among consumers

Francesca De Canio, Giampaolo Viglia and Cindy Lombart

Resource orchestration in Indian ethnic entrepreneurial enterprises through generation change in Malaysia

Jesrina Ann Xavier, Md Imtiaz Mostafiz, Ganeshsree Selvachandran and Shio Gai Quek

In platform we trust: How interchangeability affects trust decisions in collaborative consumption

Fabienne Chameroy, Stéphane Salgado, Virginie de Barnier and Damien Chaney

How digital technology affects working conditions in globally fragmented production chains: Evidence from Europe

Aleksandra Parteka, Joanna Wolszczak-Derlacz and Dagmara Nikulin

Carbon Reduction Effects of Digital Technology Transformation: Evidence from the Listed Manufacturing Firms in China

Jingyu Zhou and Weibai Liu

Let's go thrift shopping: Exploring circular business model innovation in fashion retail

Daniel Hellström and John Olsson

Intangible resources, static and dynamic capabilities and perceived competitive advantage in exporting firms. A PLS-SEM/fsQCA approach

Antonio Navarro-García, Pablo Ledesma-Chaves, Eloy Gil-Cordero and María Dolores De-Juan-Vigaray

Developing breakthrough innovation capabilities in university ecosystems: A case study from South Africa

Sean Kruger and Adriana Aletta Steyn

Enabling digital technologies adoption in industrial districts: The key role of trust and knowledge sharing

Mauro Capestro, Cristian Rizzo, Tomas Kliestik, Alessandro M. Peluso and Giovanni Pino

SDG7 and renewable energy consumption: The influence of energy sources

João Estevão and José Dias Lopes

Enhancing blue: The resilience of blue economy and the efficiency of China's sea-land industrial synergy

Yu Ni, Peilin Du and Hui Chen

Long-horizon predictions of credit default with inconsistent customers

Guotai Chi, Bingjie Dong, Ying Zhou and Peng Jin

High-stake student drop-out prediction using hidden Markov models in fully asynchronous subscription-based MOOCs

Dries F. Benoit, Wai Kit Tsang, Kristof Coussement and Annelies Raes

Patent length and innovation: Novel evidence from China

Meiyang Zhang, Xuezhong Zhu and Rui Liu

Revealing the influence of AI and its interfaces on job candidates' honest and deceptive impression management in asynchronous video interviews

Hung-Yue Suen and Kuo-En Hung

Who are we? Analyzing the digital identities of organizations through the lens of micro-interactions on social media

Wojciech Czakon, Karolina Mania, Monika Jedynak, Aneta Kuźniarska, Michał Choiński and Marina Dabic

Transition towards environmental sustainability through financial inclusion, and digitalization in China: Evidence from novel quantile-on-quantile regression and wavelet coherence approach

Satar Bakhsh, Wei Zhang, Kishwar Ali and Muhammad Anas

Toward a theory of technology desirability: Blending task and feature fit with mutual values

Mustapha Cheikh-Ammar

Technology acceptance of artificial intelligence (AI) among heads of finance and accounting units in the shared service industry

Nur Azira Norzelan, Intan Salwani Mohamed and Maslinawati Mohamad

Modeling pathway linking mobile social media intensity to attitude towards electronic word-of-mouth and engagement: The significant role of social trust and perceived homophily

Hua Pang, Yuxin Qiao and Kaige Zhang

The effects of environmental innovations and international technology spillovers on industrial and energy sector emissions – Evidence from small open economies

Andrew Adewale Alola and Jaana Rahko

Seeking sustainable performance through organizational resilience: Examining the role of supply chain integration and digital technology usage

Jiabao Lin and Yuchen Fan

Unravelling the innovation puzzle: The interplay between uncertainty, economic institutions, and innovation performance in advanced and developing economies

Kyriaki I. Kafka and Pantelis Kostis

How to keep your information secure? Toward a better understanding of users security behavior

Álvaro Arenas, Gautam Ray, Antonio Hidalgo and Alberto Urueña

Decoding the shift: Assessing household energy transition and unravelling the reasons for resistance or adoption of solar photovoltaic

Francis Kyere, Sun Dongying, Gertrude Dotse Bampoe, Naana Yaa Gyamea Kumah and Dennis Asante

Customer experience quality with social robots: Does trust matter?

Sanjit K. Roy, Gaganpreet Singh, Saalem Sadeque and Richard L. Gruner

Privacy concerns versus personalisation benefits in social robot acceptance by employees: A paradox theory — Contingency perspective

Seyed Mohammad Sadegh Khaksar, Fatemeh S. Shahmehr, Shah Miah, Tugrul Daim and Dilek Ozdemir

Developing foresight that impacts senior management decisions

Jonathan Calof and Brian Colton