Technological Forecasting and Social Change

2012 - 2025

Current editor(s): Fred Phillips

From Elsevier
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Volume 207, issue C, 2024

Unveiling the green innovation paradox: Exploring the impact of carbon emission reduction on corporate green technology innovation

Haichao Li, Yuqi Su, Chante Jian Ding, Gary Gang Tian and Zhan Wu

To be (online) or not to be? The antecedents of online study propensity and e-learning-dependent dropout intention in higher education

Dan-Andrei Sitar-Tăut, Daniel Mican and Ovidiu-Ioan Moisescu

Digital transformation of the Pharmaceutical Industry: A future research agenda for management studies

Mario Miozza, Federica Brunetta and Francesco Paolo Appio

Sustainable I4.0 integration and transition to I5.0 in traditional and digital technological organisations

Rodrigo Goyannes Gusmão Caiado, Eduardo Machado, Renan Santos, Antonio Márcio Tavares Thomé and Luiz Felipe Scavarda

Investing for good – Uncovering crowd investors' motivations to participate in sustainability-oriented crowdlending

Jeannette Mai Dinh, Andrew Jay Isaak and Yasmine Yahyaoui

Emission reduction technology R&D and sharing with environmental corporate social responsibility

Junlong Chen, Chaoqun Sun, Bo Xu and Yan Kong

Extensive growth of inventions: Evidence from U.S. patenting

Jieshu Wang and José Lobo

Corrigendum to “Social robots in the context of corporate participation in rural revitalization: A binary legitimacy perspective” [Technol. Forecast. Soc. Change 205 (2024) 1–17/ 123033]

Chante Jian Ding, Mu Zhao, Jiaxin Wang, David Xuefeng Shao, Shah J. Miah and Lin Yue

The hydrogen field in 2035: A Delphi study forecasting dominant technology bundles

Leo Leypoldt, Christina Dienhart, Hüseyin Caferoglu, Torsten-Oliver Salge and David Antons

Promoting low-carbon development in Yangtze River Delta area in China through the lens of decarbonization of industrial gas producers: A case study based on evolutionary game and Lotka-Volterra models

Qing Lu and Huaxin Fang

Heart moves or action moves? The high temperature arousing the perception for climate warming facilitate to energy savings

Jingxin Gao, Jianing Zhang, Jinbo Song, Weiguang Cai and Liangdong Ma

Design thinking in physical and virtual environments: Conceptual foundations, qualitative analysis, and practical implications

Alice Minet, Daniel Wentzel, Stefan Raff and Janina Garbas

Scraping innovativeness from corporate websites: Empirical evidence on Italian manufacturing SMEs

Carlo Bottai, Lisa Crosato, Josep Domenech, Marco Guerzoni and Caterina Liberati

The impact of Islamic religiosity on innovation propensity

Amal Alfawzan, Jagannadha Pawan Tamvada, Abdualaziz Aldhehayan, Yama Temouri and Vijay Pereira

In quest of perceived risk determinants affecting intention to use fintech: Moderating effects of situational factors

Haifeng Zhao and Nosherwan Khaliq

A decision support scheme for solving the mobile coverage gap in rural areas in developing countries – Demonstrated with a case in Indonesia

Vannesya Harahap, Linda M. Kamp and Jolien Ubacht

Linkages between digital economy and ecosystem services: Revealing the spatiotemporal relationship based on U-shaped effect

Youlin Chen, Lei Wang, Peiheng Yu and Changxu Cheng

Antecedents and consequences of social media group users' fatigue: A mixed-methods study under educational context

Zhenya Tang, Botong Xue, Luo, Xin (Robert) and Yang Zhou

The role of education attention on high-tech markets in an emerging economy: Evidence from QQR and NCQ techniques

Wang Gao and Hongwei Zhang

The impact of the digital economy on the total factor productivity of manufacturing firms: Empirical evidence from China

Huanjie Li, Yuan Zhang and Yan Li

See you on the Metaverse: A bibliometric expedition through the Metaverse landscape

Simone Aiolfi and Beatrice Luceri

How do we pivot? Facilitators, inhibitors, and strategies of tech healthcare startups before, during, and after a crisis

Amandeep Dhir, Meenakshi N., Rabiya Nawaz and Puneet Kaur

Impact mechanisms and spatial and temporal evolution of digital economy and green innovation: A perspective based on regional collaboration within urban agglomerations

Dongbei Bai, Meng Li, Yongqi Wang, Sabrine Mallek and Umer Shahzad

Exploring the role of digital servitization for green innovation: Absorptive capacity, transformative capacity, and environmental strategy

Min-Jae Lee, Yanghee Kim and Taewoo Roh

Measuring digitalization at scale using web scraped data

Sajad Ashouri, Arash Hajikhani, Arho Suominen, Lukas Pukelis and Scott W. Cunningham

Are industry associations conducive to radical innovation in biopharmaceutical companies?—The dual effect of absorptive capacity and digital investment

Haojun Wang, Rui Yi, Yili Cao and Bei Lyu

The effects of internet use on the cultivation of non-timber forest products

Wei Zhou, Jinzhi Chen, Zi-qiang Zhang and Yijing Zhang

Prediction of the traffic incident duration using statistical and machine-learning methods: A systematic literature review

Huseyin Korkmaz and Mehmet Ali Erturk

Technology spillover and market competitiveness in green credit induced corporate green innovation: An evolutionary game theory and empirical study

Pei Xu, Penghao Ye, Fan Zhao and Atif Jahanger

Playful digital interventions in placemaking: Constructing a typology for playable digital interventions in public spaces (PDIPS)

Kuangfan Chen, Mirko Guaralda, Jeremy Kerr and Selen Turkay

Digital transformation in manufacturing industries: Effects of firm size, product innovation, and production type

Chia-Hung Wu, Che-Wei Chou, Chen-Fu Chien and Yun-Siang Lin

Digital innovation and corporate social responsibility performance: Evidence from firms' digital patents

Haitong Li, Lanting Lu, Ziang Lin and Tianze Meng

Unlocking machine learning for social sciences: The case for identifying Industry 4.0 adoption across business restructuring events

Fabio Lamperti

A theoretical concept of cryptocurrencies employing proof of socially beneficial work

Ned Kock and Augustine Tarkom

Exploring the catalysts of eco-innovation: Employee ownership and sustainable practices

Wenjun Liu, Qian He, June Cao and Amina Kamar

Determinants of a digital start-up's access to VC financing in India: A signaling theory perspective

Jagriti Bhattacharyya and M.H. Bala Subrahmanya

Does a rising tide lift all boats? An empirical analysis of the relationship between country digitalization and low-tech SMEs performance

Antonella Cicchiello, Maria Cristina Pietronudo, Salvatore Perdichizzi and Yue Cheng

Understanding E-participation adoption: Exploring technological, organizational, and environmental factors

Ivana Ninčević Pašalić and Maja Ćukušić

A hybrid FSRF model based on regression algorithm for diabetes medical expense prediction

Min Luo, Fei Xiao, Zi-yu Chen, Xiao-kang Wang, Wen-hui Hou and Jian-qiang Wang

A blueprint for energy systems in the era of central bank digital currencies

Iacopo Savelli, Cameron Hepburn and Thomas Morstyn

Do green technology innovation, environmental policy, and the transition to renewable energy matter in times of ecological crises? A step towards ecological sustainability

Aamir Javed, Agnese Rapposelli, Feroz Khan, Asif Javed and Nabila Abid

What happens after positive tipping points? A socio-technical analysis of acceleration and deceleration in solar-PV diffusion in Germany and the UK

Martina Ayoub and Frank W. Geels

Exploring post-usage behaviour in app-based ride-sourcing services: Evidence from Egypt

Moustafa Elnadi, Ciro Troise, Paul Jones and Mohamed Hani Gheith

Green funerals: Technological innovations and societal shifts toward sustainable death care practices

Costanza Nosi, Antonella D'Agostino, Federica Ceccotti and Fabiola Sfodera

From virtual voices to real impact: Authenticity, altruism, and egoism in social advocacy by human and virtual influencers

Leping You and Fanjue Liu

Volume 206, issue C, 2024

Measuring airline efficiency using a dynamic network data envelopment analysis in the presence of innovation capital

Azwan Abdul Rashid, Kok Fong See and Ming-Miin Yu

The internet of value: Towards a definition, framework, and understanding of its sustainability implications

Jacob Lohmer, Hendrik Birkel and Julian M. Müller

The impact of climate change on credit cycles: Evidence from China's bond market

Kung-Cheng Ho, Cheng Yan and Xiaoran Kong

The impact of environment on enhancement of tourism system resilience in China: The moderating role of digital technology

Yingji Liu, Yi Hou, Ju Guo and Chuangye Yan

Whom you know matters: Network structure, industrial environment and digital orientation

Shusheng Wang, Yan Yan, Haitong Li and Baolin Wang

Measuring quality of life in Europe: A new fuzzy multicriteria approach

Javier Reig-Mullor, Ana Garcia-Bernabeu, David Pla-Santamaria and Francisco Salas-Molina

Breaking the trend: Anomaly detection models for early warning of socio-political unrest

Luca Macis, Marco Tagliapietra, Rosa Meo and Paola Pisano

Filtering or facilitating productive entrepreneurship?

Maksim Belitski and Sameeksha Desai

Social media mirage-the two actual selves of an individual: Conceptualization and scale development

Rajat Sharma, Manu Sharma and Sudhanshu Joshi

Assessing the nexus between currency exchange rate returns, currency risk hedging and international investments: Intelligent network-based analysis

Hafiz Muhammad Naveed, Yanchun Pan, HongXing Yao and Mamdouh Abdulaziz Saleh Al-Faryan

Automated machines and the labor wage gap

Hong Jiang, Xue Wang and Chongguang Liu

A question for sustainable development goal 10: How relevant is innovation patenting receipts to income distributions?

Emmanuel Uche, Nicholas Ngepah, Joshua Chukwuma Onwe, Umer Zaman and Nicholas Odhiambo

Research on collaborative innovation behavior of enterprise innovation ecosystem under evolutionary game

Ning Yuan and Meijuan Li

Understanding the consumers webrooming in retailing industry: An application of uses and gratification and uncertainty reduction theory

Rambalak Yadav, Arunangshu Giri, Dipanwita Chakrabarty and Ebtesam Abdullah Alzeiby

The relationship of technological and organizational innovation with firm performance: Opening the black box of dynamic complementarities

Priit Vahter and Maaja Vadi

How to escape the dilemma of carbon emission reduction policies implementation under Chinese fiscal decentralization?

Ke Jiang, Xueqing Chen and Feng Wang

ESG performance and corporate technology innovation: Evidence from China

Xiangyang Yang, Zijun Li, Zhaoxuan Qiu, Jinmin Wang and Bei Liu

Factors behind the resilience of rural startups

Beatriz Cuéllar-Fernández, Yolanda Fuertes-Callén and Adriana Serrano-Magdalena

The digital revolution's environmental paradox: Exploring the synergistic effects of pollution and carbon reduction via industrial metamorphosis and displacement

Zihao Li, Tingting Bai, Jingwen Qian and Haitao Wu

Institutional forces, leapfrogging effects, and innovation status: Evidence from the adoption of a continuously evolving technology in small organizations

Wenshin Chen and Raffaele Filieri

Do virtual endorsers have a country-of-origin effect? From the perspective of congruent explanations

Hui Xu and Yang Wu

Green innovation of heavily polluting enterprises under environmental liability insurance: Evidence from Chinese listed companies

Wenyue Zhang, Jinjun Ke and Chuanwang Sun

The role of lean, agility and learning ambidexterity in Industry 4.0 implementations

Dilupa Nakandala, Arun Elias and Hilal Hurriyet

Exploring IT business value creation in a Taobao Village EC ecosystem: A systems theory perspective

Lifang Peng, Yi-Cheng Chen, Simon Robinson, Qi Li and Jen-Her Wu

Forecasting urban expansion of Vadodara City, Gujarat (India): An integrated modeling approach with spatial, economic and demographical parameters

Janak P. Joshi and Bindu Bhatt

PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT

Hamid Bekamiri, Daniel S. Hain and Roman Jurowetzki

Technology adoption in socially sustainable supply chain management: Towards an integrated conceptual framework

Mengqi Jiang, Fu Jia, Lujie Chen and Xinjie Xing

Global Value Chain, GVC、biased technological change and reginal total factor productivity differences

Xiongfeng Pan and Jiahong Yuan

Financial forecasting improvement with LSTM-ARFIMA hybrid models and non-Gaussian distributions

Foued Saâdaoui and Hana Rabbouch

Help me help you: How HR analytics forecasts foster organizational creativity

Christian Di Prima, Martin Cepel, Anna Kotaskova and Alberto Ferraris

Can the energy transition drive economic development? Empirical analysis of China's provincial panel data

Guangqiang Liu, Weiju Xu and Quang Minh Nguyen

Towards data and analytics driven B2B-banking for green finance: A cross-selling use case study

Victor Chang, Nattareya Hahm, Qianwen Ariel Xu, P. Vijayakumar and Ling Liu

The time-varying impact of geopolitical relations on rare earth trade networks: What is the role of China's rare earth export restrictions?

Hongwei Zhang, Hualin Cao and Yaoqi Guo

The implication of user-generated content in new product development process: A systematic literature review and future research agenda

Mohamadreza Azar Nasrabadi, Yvan Beauregard and Amir Ekhlassi

Does digital infrastructure promote individual entrepreneurship? Evidence from a quasi-natural experiment on the “Broadband China” strategy

Xing Li, Gang Yang, Tihang Shao, Dan Yang and Zimin Liu

A decision support framework for humanitarian supply chain management – Analysing enablers of AI-HI integration using a complex spherical fuzzy DEMATEL-MARCOS method

Weizhong Wang, Yu Chen, Yi Wang, Muhammet Deveci, Shuping Cheng and Pablo R. Brito-Parada

It's here to stay: Lessons, reflections, and visions on digital transformation amid public crisis

Guojun Sawyer He, Thi Thanh Huong Tran and Leonidas C. Leonidou

Transformation and resilience in times of change: A historical perspective

Emelie Rohne Till, Sylvia Schwaag Serger, Tobias Axelsson and Martin Andersson

Multi-index analysis with readiness levels for decision support in product design

David C. Lowe, Laura Justham and Mark J. Everitt

How does industrial agglomeration affect internal structures of green economy in China? An analysis based on a three-hierarchy meta-frontier DEA and systematic GMM approach

Miao Wang, Yi Wu, Xinmin Zhang and Lei Lei

Identifying technological opportunities using enhanced tech mining: The case of the E-health industry

Seungyeon Moon and Heesang Lee

E-government and economic governance for global environmental performance: An exploration of sustainability typologies and transitions

Prakrit Silal and Yukti Sharma

Digital economy revolutionizing green total factor productivity in construction industry

Su Yang, Jie Shen, Xiaopeng Deng, Kun Lu, Zeru Liu and Baoquan Cheng

Energy quota trading policy and energy efficiency: The role of government supervision and public participation

Ge Li and Xiaoyu Wang

Selection of sustainable transportation strategies for campuses using hybrid decision-making approach under picture fuzzy sets

Gozde Bakioglu

Artificial intelligence in acute care: A systematic review, conceptual synthesis, and research agenda

Lea Mareen Meyer, Susan Stead, Torsten Oliver Salge and David Antons

How entrepreneurial ecosystems support the formation of international base-of-the-pyramid ventures: The case of Boston

Stanislav Vavilov and Stephan Manning

The impact of digital government on corporate green innovation: Evidence from China

Xiaoli Hao, Erxiang Miao, Qingyu Sun, Ke Li, Shufang Wen and Yan Xue

The impact of metaverse for business model innovation: A review, novel insights and research directions

Maria Elena Latino, Maria Chiara De Lorenzi, Angelo Corallo and Antonio Messeni Petruzzelli

SMEs' strategic responses toward emerging technologies: An interpretive case study of the farming industry in the UAE and Taiwan

Wenshin Chen

In blockchain we trust? Demystifying the “trust” mechanism in blockchain ecosystems

Elissar Toufaily and Tatiana Zalan

Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019)

Giovanna Ciaffi, Matteo Deleidi and Stefano Di Bucchianico

Landscaping the digital twin technology: Patent-based networks and technology reference model

Kiseo Sung, Kyu-Tae Park and Hakyeon Lee

Increasing lower incomes and reducing material deprivation: The beneficial role of social robots

V. Scuotto, L.V. Ballestra, M.T. Cuomo and M. Del Giudice

Public and scholarly interest in social robots: An investigation through Google Trends, bibliometric analysis, and systematic literature review

Nidhi Mishra, Teena Bharti, Aviral Tiwari and Gregor Pfajfar

Digital technology use decisions by micro- and small-sized complementors in ecosystems: The influence of subjective norms

Steven James Day, Xinyi Fan and Yongyi Shou

The role of openness in creative innovation: Evidence from digital crowdfunding

Kristofer Erickson, Fabian Homberg and Martin Kretschmer

An ethnographic study into mobility precepts of vulnerable road users

Puay Ping Koh, Meng Meng and Yiik Diew Wong

Exploring the nexus of digital transformation and sustainability in agribusiness: Advancing a research agenda

Maria Carmela Annosi, Francesco Paolo Appio, Esteban R. Brenes and Federica Brunetta

ForecastExplainer: Explainable household energy demand forecasting by approximating shapley values using DeepLIFT

Md Shajalal, Alexander Boden and Gunnar Stevens