Technological Forecasting and Social Change

2012 - 2026

Current editor(s): Fred Phillips

From Elsevier
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Volume 229, issue C, 2026

Early-stage business models for commercializing university technology in the cleantech industry

Zurina Moktar, Feares Ben Hadj and Chander Velu

Corrigendum to “Prioritizing interoperable AI-driven solutions for sustainable circular economy in the public sector” [Technol. Forecast. Soc. Change 224 (2026) 124513]

Safiya Mukhtar Alshibani, Abhishek Bhushan Singhal, Bhumika Gupta, Armando Papa and Manlio Del Giudice

Tracing origins: Comparing a heuristic, machine learning, and a large language model for migrant identification

David Bendig, Jonathan Hoke and Leoni Onken

“When Gen Z meets GenAI”: The perfect storm in higher education

Higor Leite, Cuauhtemoc Luna-Nevarez, Arne Baruca and Alison M. Joubert

Digital shadow AI risk theory (DART): A framework for managing data disclosure and privacy risks of AI tools at work

Glorin Sebastian

A catalytic regulatory framework for accelerating sustainable innovation

Derrick Boakye, Karen Amissah and Elias Osei

Is intelligent automation a welcome presence in the workplace?

Mariano Méndez-Suárez, Maja Ćukušić and Marco Savastano

Open source technology readiness level assessment and application to the case study of distributed recycling for additive manufacturing

Alessia Romani, Anamaria Barrera Bogoya, Fabio A. Cruz Sanchez, Hakim Boudaoud, Mauricio Camargo and Joshua M. Pearce

Embracing technological opportunities based on heterogeneous networks: An integrated link prediction approach for technology convergence of firms

Jianyu Zhao, Jingge Li, Xi Xi and Wei Liu

Forecasting benchmark product emergence via technological phylogeny and strategic features

Youwei He and Jeong-Dong Lee

Mobile money adoption: Unequal pathways to financial well-being across small enterprises

Thomas Anning-Dorson and Bright Senanu

Who do children trust? AI vs. human recommendations and the role of anthropomorphic design

Rufan Lin, Yongkang Chen and Manhao Guan

From regulation to innovation: How green innovation regulations shape the pathways and boundaries of corporate green technology innovation

Lu Chen, Yanqin Lv, Ping Yang and Lei Liu

Opening the black box: Operational principles, tools and frameworks that advance explainable artificial intelligence (XAI) models

Mark Anthony Camilleri

Balancing automation and augmentation in AI-enabled decision-making: A business model perspective from healthcare sector

Irina Atkova, Miia Jansson, Petri Ahokangas, Henna Härkönen, Tarek Rana and Gillian Vesty

Categorizing realist, critical, and pragmatist perspectives on innovation ecosystems: A research agenda and an initial application to artificial intelligence

Mareike Smolka, Philipp Neudert, Stefan Böschen, Bernd Carsten Stahl and Laurens Klerkx

Exploring barriers and opportunities in industrial hemp through NLP on social media

Yihan Huang, Md Abdul Quddus, David Suchoff and Md Fashiar Rahman

Structural characteristics of top management team cognitive schema and exploratory innovation

Yanhui Jiang, Furao Guo, Ting Xiao and Jianxiang Yin

From dislikes to discourse: The effects of concealing negative feedback on comment behaviors in YouTube

Lee, Seung Hwan (Shawn), Tong Wu and Tae Hun Kim

More than just digital platforms: A framework to uncover the characteristics of platform cooperatives through platform business models

Silvia Gadola, Simon Pek, Daniel Trabucchi and Tommaso Buganza

Generative AI-driven sustainability in supply chains: A micro foundation of dynamic capability towards a socially responsible supply chain to achieve greater societal change

Sanjeev Yadav, Ashutosh Samadhiya, Anil Kumar, Krishan Kumar Pandey, Sunil Luthra and Asmae El jaouhari

From regulatory review to co-evolution: Blockchain as regulatory infrastructure for business model innovation

Tachia Chin, Zhisheng Li and Francesco Caputo

Market competition dynamics under phasing the carbon policy: The case of Chinese electric vehicles

Lin Feng, Jianglang Cai, Yuebo Li, Qinqin Chen, Peng Jia, Adolf K.Y. Ng and Yui-yip Lau

The impact of intelligentization on farmers' planting structure: Evidence from Sichuan Province, China

Peitao Li, Bin Wang and Dingde Xu

Does e-government influence state fragility? Evidence from Africa

Salim Ahmed Mbouombouo Vessah and Sosson Tadadjeu

A study on the misallocation measurement of innovation factors in China from the perspective of biased technological progress

Yanni Liu and Yufen Chen

Volume 228, issue C, 2026

AI-driven supply chain digitalization: A TOE framework for advancing sustainable and responsible solutions

Xinge Li, Zheren Chang and Di Wu

ESG and resource acquisition in Chinese startups: The role of financing strategies and resource constraints

Shaocong Bo, Michael Christofi, Enrico Battisti and Armando Papa

Decoding counterfeit dilemma: A blockchain-based solution grounded in self-efficacy theory and UTAUT3

Debadrita Panda, Sachin Kumar Raut, Pronaya Bhattacharya, Sudhir Rana and Debashis De

Bridging human and machine intelligence: How design thinking and generative AI capabilities drive exploratory and exploitative innovation

Ying Cai, Xiaohua Xin, Lixu Li, Yanying Shang and Lujie Chen

Exploring the Nexus: TikTok cyberbullying, anxiety, depression, life satisfaction, and sex differences among young adults

Sophie Hillier, Bonnie Clough and Masoumeh Alavi

“Learning by changing”: A dual-case study on the knowledge orchestration in developing enterprise situated-AI capabilities11The authors appreciate the editors and reviewers for their constructive comments, which brought significant contribution for the formalization of this manuscript

Shenglei Pi, Xinyi Ma and Jing Wang

Examining the relationship between content length and engagement with news outlets on multiple social media platforms

Simon Zollo, Emanuele Sangiorgio, Gabriele Etta, Niccolò Di Marco, Matteo Cinelli, Roy Cerqueti and Walter Quattrociocchi

Autonomous AI agents in decentralized finance: Market dynamics, application areas, and theoretical implications

Lennart Ante

East or west, experience is best: ESG, cost efficiency and CEO international background in MENA banks

Naima Lassoued, Imen Khanchel and Zaineb Ghazouani

How vehicle-to-grid configurations shape plug-in electric vehicle purchase intentions: Evidence of non-transferable effects

Reuben Tamakloe, Livingstone Divine Caesar and Inhi Kim

Blockchain technology and organic food consumption: A polynomial regression-based approach to explore the role of trust in retailers and producers

Cong Doanh Duong

A digital path to carbon neutrality: Heterogeneous green innovations and their spatial impact for Chinese cities

Tingting Bai, Dong Xu and Muhammad Ali Nasir

OpenAI and the new commons tragedy of artificial general intelligence (AGI): A micro-constitutional approach to governing AGI

Alejandro Agafonow and Marybel Perez

Beyond the hype: A sociotechnical perspective on AI's potentials and constraints in bridging the gap to basic-needs sustainability in higher education institutions

Walter Leal Filho, Tiago F.A.C. Sigahi, Antonis Skouloudis, Izabela Simon Rampasso and Rosley Anholon

Temporal socialization as a mechanism for foresight institutionalization - case of Korea evaluation index, a future-oriented temporal norm -

Kyungmoo Heo, Jinah Sim, Seungjun Kil and Eunnarae Song

Discovering technology convergence opportunities based on interactions between science and technology convergence: The case of artificial intelligence and renewable energy

Mengjie Zhang, Jin Xu and Ying Jiang

From concepts to connectivity: A systematic review of smart mobility antecedents and impacts

Douglas Mitieka, Rose Luke, Hossana Twinomurinzi and Joash Mageto

Reconciling people, planet, and profit: A business model innovation perspective in high-technology start-ups

Christopher T. Lohrey, Philip Cichy, Tim P. Joussen, Dominik K. Kanbach and Sascha Kraus

Generative artificial intelligence and the built environment: An analysis of sentiments and socioeconomic implications

Joshua Amo Larbi, Tang, Llewellyn, C.M., Lawrence Martin Mankata, Caleb Debrah, Benjamin Kwaku Ababio, Frank Ato Ghansah and Michael Nii Addy

How do regulatory agencies justify their investments in regulatory science and innovation? An examination of FDA's congressional budget justifications

Jaime Bonnin Roca

Rethinking national health innovation systems for AI: Emphasizing trust building and user-integration

Stefanie Steinhauser and Lilli Borst

Food safety 4.0 platform and sustainable performance: A moderated multilevel approach

An Duong Thi Binh, Thang Ta Duc, Hung Nguyen and Huy Truong Quang

The privatization of space: Key indicators of startup success in the new space economy

Seung Uk Choi and Ohbyung Kwon

Signals of innovation online: Identifying innovative firms by combining website mining and evidence producing LLMs

Andrius Grybauskas, Mantas Vilkas, Vaida Pilinkien, Alina Stundien and Mantas Lukauskas

Feeling good about responsible product innovation: Why and how managers commit

Matthias Fink, Kirsi Snellman, Henri Hakala and Paavo Ritala

Linking academia and industry: Effects of university–SME collaboration on environmental innovation adoption in China

Qianqian Lu

Co-creation pathways to open-social innovation: Assessing knowledge integration, organisational settings and contextual conditions in European Living Labs

Juan Pablo Centeno, Trui Steen and A. Paula Rodriguez Müller