Technological Forecasting and Social Change

2012 - 2025

Current editor(s): Fred Phillips

From Elsevier
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Volume 175, issue C, 2022

Big data-driven fuzzy large-scale group decision making (LSGDM) in circular economy environment

Li Xuan

An inside-out perspective on stakeholder management in university technology transfer offices

Geoffrey Aerts, Kathleen Cauwelier, Sam de Pape, Sophie Jacobs and Seppe Vanhondeghem

The Belt and Road Initiative (BRI): What Will it Look Like in the Future?

Vera Schulhof, Detlef van Vuuren and Julian Kirchherr

Why renewables and energy efficiency are not enough - the relevance of sufficiency in the heating sector for limiting global warming to 1.5 °C

Luisa Cordroch, Simon Hilpert and Frauke Wiese

ICT and entrepreneurship: A comparative analysis of developing, emerging and developed countries

Komivi Afawubo and Yawo Agbényégan Noglo

Forecasting the Olympic medal distribution – A socioeconomic machine learning model

Christoph Schlembach, Sascha L. Schmidt, Dominik Schreyer and Linus Wunderlich

Tension in the data environment: How organisations can meet the challenge

Maureen Meadows, Alessandro Merendino, Sally Dibb, Alexeis Garcia-Perez, Matthew Hinton, Savvas Papagiannidis, Ilias Pappas and Huamao Wang

Renewable energy source technology selection considering the empathetic preferences of experts in a cognitive fuzzy social participatory allocation network

Yilu Long, Ming Tang and Huchang Liao

Artificial intelligence: Catalyst or barrier on the path to sustainability?

Alexander Kopka and Nils Grashof

Critical factors affecting the introduction of mobile payment tools by microretailers

Hsin-Pin Fu, Tsung-Sheng Chang, Chia-Nan Wang, Hsien-Pin Hsu, Chien-Hung Liu and Chih-Yao Yeh

Lean and industry 4.0: Mapping determinants and barriers from a social, environmental, and operational perspective

Aysegul Yilmaz, Manoj Dora, Behzad Hezarkhani and Maneesh Kumar

Exploring the research landscape of convergence from a TIM perspective: A review and research agenda

Nathalie Sick and Stefanie Bröring

How do demand-side policies contribute to the electrification and decarburization of private transportation in China? A CGE-based analysis

Hong-Dian Jiang, Mei-Mei Xue, Qiao-Mei Liang, Toshihiko Masui and Zhong-Yuan Ren

Analyzing the technology of acceptance model of Ghanaian crowdfunding stakeholders

Isaac Edem Djimesah, Hongjiang Zhao, Agnes Naa Dedei Okine, Yao Li, Elijah Duah and Kingsford Kissi Mireku

Ambiguous roles of intermediaries in social entrepreneurship: The case of social innovation system in South Korea

Jae-Yun Ho and Semee Yoon

Revealing the role of intellectual capital in digitalized health networks. A meso‑level analysis for building and monitoring a KPI dashboard

Francesco Schiavone, Daniele Leone, Andrea Caporuscio and Ajay Kumar

The cryptocurrency uncertainties and investment transitions: Evidence from high and low carbon energy funds in China

Lei Yan, Nawazish Mirza and Muhammad Umar

Does lean and sustainable manufacturing lead to Industry 4.0 adoption: The mediating role of ambidextrous innovation capabilities

Aasheesh Dixit, Suresh Kumar Jakhar and Patanjal Kumar

Aligning strategic position, behavior, and structure for smart service businesses in manufacturing

Christian Koldewey, Anja Hemminger, Jannik Reinhold, Jürgen Gausemeier, Roman Dumitrescu, Nadia Chohan and Maximilian Frank

The development of alternate payment methods and their impact on customer behavior: The Bizum case in Spain

José María Visconti-Caparrós and Juan Ramón Campos-Blázquez

Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping

Simonov Kusi-Sarpong, Muhammad Shujaat Mubarik, Sharfuddin Ahmed Khan, Steve Brown and Muhammad Faraz Mubarak

Comparative analysis of total factor productivity in China's high-tech industries

Xiaoqing Chen, Xinwang Liu and Qingyuan Zhu

Automation in Latin America: Are Women at Higher Risk of Losing Their Jobs?

Pablo Egana-delSol, Monserrat Bustelo, Laura Ripani, Nicolas Soler and Mariana Viollaz

Digitalization, agility, and customer value in tourism

Elias Hadjielias, Michael Christofi, Prokopis Christou and Maria Hadjielia Drotarova

Integrating the circular economy and industry 4.0 for sustainable development: Implications for responsible footwear production in a big data-driven world

Ashish Dwivedi, Md. Abdul Moktadir, Charbel José Chiappetta Jabbour and Daniel Estima de Carvalho

‘License to green’: Regional patent licensing networks and green technology diffusion in China

Sebastian Losacker

The role of innovation in sustainable growth: A dynamic panel study on micro and macro levels 1990–2019

Marinko Skare and Małgorzata Porada-Rochon

M&A activity as a driver for better ESG performance

Victor Barros, Pedro Verga Matos, Joaquim Miranda Sarmento and Pedro Rino Vieira

Innovation programs of the Royal Spanish Tennis Federation

Miguel Crespo, Dolores Botella-Carrubi and Jose Jabaloyes

Is collaborative innovation a double-edged sword for firms? The contingent role of ambidextrous learning and TMT shared vision

Xuemei Xie, Yonghui Wu and Carlos Devece

Industry 4.0 policy from a sociotechnical perspective: The case of German competence centres

Elena Prodi, Mattia Tassinari, Andrea Ferrannini and Lauretta Rubini

Unravelling influential individual level factors during a crowdfunding campaign: Insights from the ALS ice bucket challenge

Tahir M. Nisar, Guru Prabhakar and Michael Bourlakis

Digital product innovation approaches in entrepreneurial firms – the role of entrepreneurs’ cognitive frames

Raluca Bunduchi, Cătălina Crișan-Mitra, Irina-Iulia Salanță and Emil Lucian Crișan

Is coronavirus-related research becoming more interdisciplinary? A perspective of co-occurrence analysis and diversity measure of scientific articles

Yi Zhao, Lifan Liu and Chengzhi Zhang

Revisiting TAM2 in behavioral targeting advertising: A deep learning-based dual-stage SEM-ANN analysis

Guoqiang Wang, Garry Wei-Han Tan, Yunpeng Yuan, Keng-Boon Ooi and Yogesh K. Dwivedi

Risks and critical success factors in the internationalization of born global startups of industry 4.0: A social, environmental, economic, and institutional analysis

Fábio Lotti Oliva, Pedro Marins Freire Teberga, Lucas Israel Oliveira Testi, Masaaki Kotabe, Manlio Del Giudice, Peter Kelle and Miguel Pina Cunha

Policy interactions with research trajectories: The case of cyber-physical convergence in manufacturing and industrials

Tausif Bordoloi, Philip Shapira and Paul Mativenga

COVID-19 pandemic as a trigger for the acceleration of the cybernetic revolution, transition from e-government to e-state, and change in social relations

Leonid Grinin, Anton Grinin and Andrey Korotayev

Do specific entrepreneurial ecosystems favor high-level networking while others not? Lessons from the Hungarian IT sector

Éva Komlósi, Tamás Sebestyén, Ákos Tóth-Pajor and Zsolt Bedő

Unintended consequences of additional support on the publications of universities: Evidence from China

Zhenbing Yang, Zhuo Chen, Shuai Shao and Lili Yang

Global world (dis-)order? Analyzing the dynamic evolution of the micro-structure of multipolarism by means of an unsupervised neural network approach

Christopher Erspamer, Francesca Della Torre, Giulia Massini, Guido Ferilli, Pier Luigi Sacco and Paolo Massimo Buscema

Who fits into the digital workplace? Mapping digital self-efficacy and agility onto psychological traits

Thomas K. Maran, Simon Liegl, Andrés Davila, Sebastian Moder, Sascha Kraus and Raj V. Mahto

Forecasting the macrolevel determinants of entrepreneurial opportunities using artificial intelligence models

Sami Ben Jabeur, Houssein Ballouk, Salma Mefteh-Wali and Anis Omri

Assessing technology legitimacy with topic models and sentiment analysis – The case of wind power in Germany

Joris Dehler-Holland, Marvin Okoh and Dogan Keles

Evaluating the impact of big data analytics usage on the decision-making quality of organizations

Lei Li, Jiabao Lin, Ye Ouyang and Luo, Xin (Robert)

New business models for public innovation intermediaries supporting emerging innovation systems: The case of the Internet of Things

Federica Rossi, Annalisa Caloffi, Ana Colovic and Margherita Russo

Understanding the interplay between competitor and alliance orientations in product innovativeness: An integrative framework

Yen-Chun Chen, Ya-Hui Lin, Po-Chien Li and Chung-Jen Chen

The digital divide: A review and future research agenda

Sophie Lythreatis, Sanjay Kumar Singh and Abdul-Nasser El-Kassar

Toward social enterprise sustainability: The role of digital hybridity

Tong He, Martin J Liu, Chee Wei Phang and Jun Luo

Customer agility in the modern automotive sector: how lead management shapes agile digital companies

Elisa Giacosa, Francesca Culasso and Edoardo Crocco

Measurement of factor price distortion: A new production function method with time-varying elasticity

Shangfeng Zhang, Congcong Chen, Duen-Huang Huang and Lang Hu

Examining the effects of enterprise social media on operational and social performance during environmental disruption

Yogesh K Dwivedi, Mahmud A Shareef, Muhammad S Akram, Zeeshan A Bhatti and Nripendra P Rana

US biopharmaceutical companies' stock market reaction to the COVID-19 pandemic. Understanding the concept of the ‘paradoxical spiral’ from a sustainability perspective

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

Patterns of collaboration in mHealth: A network analysis

Giovanna Capponi and Nicoletta Corrocher

Invented here but owned elsewhere: The widening gap between domestic and foreign patent ownership in Canada

Md Razib Alam, Margaret Dalziel and Brian P. Cozzarin

Combining parametric and non-parametric approach, variable & source -specific productivity changes and rebound effect of energy & environment

Zhuang Miao and Xiaodong Chen

Transition and innovation ecosystem – investigating technologies, focal actors, and institution in eHealth innovations

Syuan-Yi Jiang

Out-migration and social and technological marginalization in Romania. Regional disparities

Bianca Mitrică, Nicoleta Damian, Ines Grigorescu, Irena Mocanu, Monica Dumitraşcu and Mihaela Persu

Self-Adaptive bagging approach to credit rating

Ni He, Wang Yongqiao, Jiang Tao and Chen Zhaoyu

A journey towards a digital platform business model: A case study in a global tech-company

Tolga Şimşek, M Atilla Öner, Özlem Kunday and Gökçen Arkalı Olcay

Access to the Corporate Investors' Complementary Resources: A Leverage for Innovation in Biotech Venture Capital-Backed Companies

Fatima Shuwaikh and Emmanuelle Dubocage

Environmental degradation and life satisfaction: Do governance and renewable energy matter?

Anis Omri, Henda Omri, Sana Slimani and Belaid Fateh

Effects of participation in standardization on firm performance from a network perspective: Evidence from China

Yuhao Wu and Henk J. de Vries

The micro-foundations of conflicts in joint university-industry laboratories

Dhruba Borah and Paul Ellwood

Green bonds for sustainable development: Review of literature on development and impact of green bonds

Umair Saeed Bhutta, Adeel Tariq, Muhammad Farrukh, Ali Raza and Muhammad Khalid Iqbal

Comparing industry 4.0 maturity models in the perspective of TQM principles using Fuzzy MCDM methods

Kerem Elibal and Eren Özceylan

Effects of public funding on the commercial diffusion of on-site hydrogen production technology: A system dynamics perspective

Jiayang Gao and Tao Zhang

New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data

Frank Fossen and Alina Sorgner

Word of mouth and digitalization in small retailers: Tradition, authenticity, and change

Pedro Cuesta-Valiño, Pablo Gutiérrez-Rodríguez and Blanca García-Henche

How does energy poverty eradication promote green growth in China? The role of technological innovation

Jun Zhao, Muhammad Shahbaz and Kangyin Dong

Consumer demand based recombinant search for idea generation

Hong-Bin Yan and Ming Li

A framework for the opportunity recognition process in UK entrepreneurial universities

Alvin Aldawod

On the global time evolution of the Covid-19 pandemic: Logistic modeling

L.C.M. Miranda and Tessaleno Devezas

Solver engagement in online crowdsourcing communities: The roles of perceived interactivity, relationship quality and psychological ownership

Xiaoxiao Shi, Richard Evans and Wei Shan

What influences algorithmic decision-making? A systematic literature review on algorithm aversion

Hasan Mahmud, A.K.M. Najmul Islam, Syed Ishtiaque Ahmed and Kari Smolander

A comprehensive minimum cost consensus model for large scale group decision making for circular economy measurement

Rosa M. Rodríguez, Álvaro Labella, Pedro Nuñez-Cacho, Valentin Molina-Moreno and Luis Martínez

Creating new tech entrepreneurs with digital platforms: Meta-organizations for shared value in data-driven retail ecosystems

Sandro Battisti, Nivedita Agarwal and Alexander Brem

Religion as a social shaping force in entrepreneurship and business: Insights from a technology-empowered systematic literature review

Satish Kumar, Saumyaranjan Sahoo, Weng Marc Lim and Leo Dana

The successful implementation of industry 4.0 in manufacturing: An analysis and prioritization of risks in Irish industry

Pezhman Ghadimi, Oisin Donnelly, Kubra Sar, Chao Wang and Amir Hossein Azadnia

Can female entrepreneurs boost social mobility in developing countries? An institutional analysis

Sebastian Aparicio, David Audretsch, Maria Noguera and David Urbano

Profiling academic-industrial collaborations in bibliometric-enhanced topic networks: A case study on digitalization research

Hongshu Chen, Qianqian Jin, Ximeng Wang and Fei Xiong

Blockchain as a sustainability-oriented innovation?: Opportunities for and resistance to Blockchain technology as a driver of sustainability in global food supply chains

Nicola Friedman and Jarrod Ormiston

The paradox of (Inter)net neutrality: An experiment on ex-ante antitrust regulation✰

Irene Comeig, Klaudijo Klaser and Lucía D. Pinar

Productive interactions in basic research an enquiry into impact pathways at the DESY synchrotron

Henning Kroll, Hendrik Hansmeier and Miriam Hufnagl

Determinants of adoption of latest version smartphones: Theory and evidence

Aashish Mehra, Sneha Rajput and Justin Paul

The bright side and the dark side of top management support in Digital Transformaion –A hermeneutical reading

Amany Elbanna and Mike Newman

Modelling and simulating a multi-modal and multi-dimensional technology interaction framework: The case of vehicle powertrain technologies in the US market

Amir Mirzadeh Phirouzabadi, Karen Blackmore, David Savage and James Juniper

Deep learning for patent landscaping using transformer and graph embedding

Seokkyu Choi, Hyeonju Lee, Eunjeong Park and Sungchul Choi

Social network multiple-criteria decision-making approach for evaluating unmanned ground delivery vehicles under the Pythagorean fuzzy environment

Shouzhen Zeng, Na Zhang, Chonghui Zhang, Weihua Su and Llopis-Albert Carlos

Has Covid-19 accelerated opportunities for digital entrepreneurship? An Indian perspective

Sachin Modgil, Yogesh K. Dwivedi, Nripendra P. Rana, Shivam Gupta and Sachin Kamble

Social media analytics, competitive intelligence, and dynamic capabilities in manufacturing SMEs

Abdeslam Hassani and Elaine Mosconi

Do government subsidies improve innovation investment for new energy firms: A quasi-natural experiment of China's listed companies

Zhanchi Wu, Xiangjun Fan, Bangzhu Zhu, Jiahui Xia, Lin Zhang and Ping Wang

Regulatory review of new product innovation: Conceptual clarity and future research directions

Derrick Boakye, David Sarpong and Chima Mordi

Motives to Publish, to Patent and to Standardize: An Explorative Study Based on Individual Engineers’ Assessments

Knut Blind, Ellen Filipović and Luisa K. Lazina

Carbon efficiency and abatement cost of China's coal-fired power plants

Limin Du, Yunguo Lu and Chunbo Ma

Effects of China's pilot low-carbon city policy on carbon emission reduction: A quasi-natural experiment based on satellite data

Weidong Huo, Jie Qi, Tong Yang, Jialu Liu, Miaomiao Liu and Ziqi Zhou

Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG)

Fadi Alkaraan, Khaldoon Albitar, Khaled Hussainey and Vg Venkatesh

Beyond big data – new techniques for forecasting elections using stochastic models with self-organisation and memory

Dmitry Zhukov, Tatiana Khvatova, Carla Millar and Elena Andrianova