Technological Forecasting and Social Change

2012 - 2026

Current editor(s): Fred Phillips

From Elsevier
Bibliographic data for series maintained by Catherine Liu ().

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Volume 224, issue C, 2026

How generative AI adoption affects supply chain resilience: An operations and supply chain management perspective

Jiguang Guo, Fu Jia and Lujie Chen

Understanding barriers to agricultural technology adoption: Evidence from U.S. agribusiness firms

Zubeyde Senturk Ulucak, Pathmanathan Sivashankar, Samir Huseynov and Recep Ulucak

Adapting to technological change: How innovation ecosystems shape startup inter-organizational integration decisions

Moacir Godinho Filho, Renata de Oliveira Mota, Cauê Ribeiro S. Frungilo, Gilberto Miller Devós Ganga, Jonhatan Magno Silva, Serena Strazzullo and Antonello Cammarano

Understanding consumer willingness in smart retail technology: Integrating technology readiness, self-determination, and status quo bias

Che-Wei Chang, Shiu-Wan Hung and Chia-Yi Hsu

Advertising strategies for innovation capability sharing: A two-sided market analysis

Longfei He, Xiao Zhang, Francisco Saldanha-da-Gama and Xiaohang Yue

Corrigendum to “Forecasting inclusive futures: Fintech, capability expansion, and livelihood pathways in urban Indian slums – A mixed-methods analysis” [Published in Technological Forecasting & Social Change, volume- 221, December (2025)]

Jaskirat Singh, Gurdip Singh Batra and Sarvjeet Kaur Chatrath

Balancing fun and function: How gamification designs and family communication shape continuous usage in online learning platforms

Tianyi Ma, Bowen Zheng, Wei Wang and Hefu Liu

Perceptions matter. Exploring dynamics of circular economy innovation processes

Eli Fyhn Ullern, Luitzen de Boer, Julia Schmitt and Sigurd Sagen Vildåsen

A promise-attentive triple embeddedness framework, applied to cellular foods

Mads Dahl Gjefsen

Exploring the impact of AI investments on waste management and mitigation from the Lens of sustainable circular economy

Shanshan Li, Ummara Razi, Hawazen Almugren, Leilei Zhang and Aradhana Galgotia

Trajectories and turning points: Objects of intermediation for generalisation

A. Loconto, K.M. Weber, R. van Dis, E. Lhoste, L. Bundgaard and M. Matt

Responsible AI and employee service innovation behavior: A sequential mediation model of AI self-efficacy and AI crafting

Yong Xu, Peijun Xie, Rana Muhammad Naeem, Intesar Almugren, Zahid Hameed and Shivani Agarwal

Diverse impacts of AI investments on productivity gains: Effects of industry and innovation characteristics

Gangmin Park, Songhee Kang, Sangyoon Yi and Junyoun Kim

Corrigendum to “Exploring the impact of responsible AI governance on corporate performance: A quasi-natural experiment” [Technol. Forecast. Soc. Change 223 (February 2026) 124425]

Huosong Xia, Hao Chen, Justin Zuopeng Zhang and Muhammad Mustafa Kamal

Corrigendum to “Enhancing supplier innovation capabilities through digital technology integration: A relational perspective” [Technol. Forecast. Soc. Change 223 (February 2026) 124426]

Umair Tanveer, Thinh Gia Hoang, Shamaila Ishaq, Muhammad Mustafa Kamal and Rekha Attri

The dual environmental impact of AI technologies: Analyzing direct effects vs. economic growth dynamics

Zahoor Ahmed

The impact of intelligent decision support systems on social loafing in the workplace: The role of technology affordance and moral disengagement

Dan Song, Zhaohua Deng and Richard Evans

Who to collaborate: Exploring the role of knowledge overlap between inventors in innovation performance

Jisoo Hur, Seokhui Lee, Junseok Hwang and Keungoui Kim

Grass is always dark(er) on the other side: Exploring the dark side of artificial intelligence humanitarian supply chain operations

Abhishek Behl, Shikha Bhardwaj, Nirma Jayawardena, Vijay Pereira and Mohammad Roohanifar

“The dark side of the moon”: A structured analysis of generative AI | chatbots’ negative effects on SMEs

Flávia L.G. Mota, Neuza C.M.Q.F. Ferreira, Marina Dabić, Fernando A.F. Ferreira and Margarida R. Santos

New energy infrastructure and household energy poverty: Insights from ultra-high voltage technology

Zhiqiang Cheng and Jinyang Cai

Toward closing the zipper: Technology readiness and diverse technology use of university students in terms of academic major and gender

Ville Heilala, Riitta Kelly, Miitta Järvinen and Raija Hämäläinen

Corrigendum to “Corporate governance for digital transformation: The role of ownership and the board of directors” [Technological forecasting & social change in-print]

Nurit Nahum, Ulf Larsson Olaison, Timur Uman and Leona Achtenhagen

Restoring consumer trust in e-commerce: The role of blockchain technology and its behavioral implications

Louisa Uchikoshi and Björn Frank

Evaluating Delphi survey accuracy in transportation: Evidence from Japanese technology foresight

Sukhayl Niyazov, Olesia Maibakh, Alexei Sukharev, Tatiana Kulakova and Andrey Ufimtsev

Intelligence by design: Large language model work integration as strategic enablers for supply chain regeneration through digital and cognitive capabilities

Weiming Liu, Varun Chotia, Lu Wang, Prashant Sharma, Norah Albishri and Snigdha Dash

Generative AI and ESG opportunism in supply chains: A utilitarian perspective on unintended consequences for sustainability

Zhe Sun, Lei Liu, Liang Zhao, Hind Alofaysan and Bhumika Gupta

The relationship between organizational focus on AI, financial growth and sustainable development: Evidence from Europe

Daniele Giordino, Elisa Ballesio, Nourah Alshaghdali and Dhruv Galgotia

Impact of relationship dynamics on policy reform for sustainable innovation in public healthcare in China: Social exchange theory perspective

Sheng Zheng, Mujahid Mohiuddin Babu, Alexandre Metreveli, Bidit Lal Dey and Dimitrios Koufopoulos

From information to operations: Exploring the impact of integrated AI-HI on information diffusion and users' willingness in humanitarian aid

Shizhen Bai, Jiamin Zhou, Chunjia Han, Mu Yang, Chen Wang and Brij B. Gupta

Communist CEOs and corporate sustainability: Unpacking the interplay of ideology, innovation, and power

Xincheng Wang, Xuewei Zhang and Sujuan Zhang

Corrigendum to “How digital transformation facilitates ESG performance in heavy polluting enterprises: A panel fsQCA based on national big data comprehensive pilot zones” [Technological Forecasting & Social Change Volume 221, December 2025, 124366]

Li Jing, Li Qianqiang, Chen Yantai and An Qi

Corrigendum to “Perceptions matter. Exploring dynamics of circular economy innovation processes” [Technol. Forecast. Soc. Change 224 (2026) 1–16 124465]

Eli Fyhn Ullern, Luitzen de Boer, Julia C. Schmitt and Sigurd Sagen Vildåsen

Leveraging blockchain technology and process innovation for green supply chain performance in environmentally sensitive industries

Biaoan Shan, Qasim Ali Nisar and Imran Ali

Effects of autonomous vehicles on intercity public transport within urban agglomerations: Exploring multi-layered heterogeneity and distance-based variations

Yali Yuan, Xiaobao Yang, Sixuan Li, Pengfei Cui and Manli Yang

Relational coordination in medical work: The role of digital health practices

Mattia Vincenzo Olive, Luca Gastaldi and Francesco Paolo Appio

Dynamic optimal distinctive configurations enabling manufacturing firms to achieve high green innovation efficiency

Jinghua Li, Xuan Qiu, Jiantao Zhu and Yuting Pang

Prioritizing interoperable AI-driven solutions for sustainable circular economy in the public sector

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

How do economic sanctions affect corporate innovation? Lessons from China

Hua-Tang Yin, Jun Wen, Guo-Hua Ni and Chun-Ping Chang

Divergent Paths: Unpacking the role of skill-biased and routine-biased technological change on urban income inequality in China

Zuge Xing, Canfei He and Yuxin Pan

Assessment of 5G spectrum values and investment strategies considering demands forecasts and regulations: A Korean 5G case

Donghyun An and Deok-Joo Lee

Volume 223, issue C, 2026

Impact of individual unlearning on employees' behavioral resistance to digital transformation

Dali Zhao, Yingming Wang, Ei Shu, Xianyue Liu and Yenchun Jim Wu

Responsible AI for trustworthy tourism: A framework for mitigating ambiguity and anxiety with generative AI

Hari Babu Singu, Debarun Chakraborty, Ciro Troise, Mark Anthony Camilleri and Stefano Bresciani

Examining circular economy principles to transform public sector pharmaceutical supply chains for flexibility: A multi-method approach

Angel Singh, Bharti Ramtiyal, Vipul Jain, Lokesh Vijayvargy and Surbhi B. Khan

Performance measurement systems, organisational learning, and the sustainability–finance tension

Christian Sarfo, David Sarpong, Joseph Owusu and Paul Igwe

Behind the wheel of progress: Innovation factor allocation patterns of collaborative innovation in electric vehicles

Wenbo Hu, Yanbing Liu, Yuying Li and Danling Chen

Toward a meta-framework for digital ecosystem concepts: A comparative review on the state of research, concept relationships, and future directions

Iman Hamadi

Digital government development, corporate digital transformation, and carbon performance: Insights from listed companies in China

Haowei Zhang, Yang Lv, Justin Z. Zhang and Paul Fadil

Structural oppression and AI: A systematic review of data policy frameworks in India

P.R. Biju and O. Gayathri

Innovation coherence, financial slack, and SMEs' success in competitive innovation policies: Evidence from the EU SME-instrument

Alessandra Costa, Antonio Crupi, Saverio Barabuffi and Alberto Di Minin

A game-theoretic real options approach to CCUS investment decisions: Comparative analysis of business models under market and policy uncertainties

Xiaoyu Xie, Rujia Lan, Xiangqian Li and Jizhe Li

Bridging transparency in insurance claims prediction: A comparative study of explainable AI and traditional linear models using vehicle telematics data

Kevin McDonnell, Barry Sheehan and Finbarr Murphy

The role of social capital in SMEs for polycrisis management

Gordon Fletcher, Alex Fenton, Jonathan Lord and Marie Griffiths

Stimulating spin-outs and stalled subsequent technological development: Laser diodes in the United States and Japan under the SBIR program

Hiroshi Shimizu and Naohiko Wakutsu

Pictures of power play: Visual language and analysis of Victorian electricity

Angela M. Rojas Arevalo, Fjalar J. de Haan, Seona Candy, Greg Foliente and Lu Aye

Corrigendum to “Environmental and economical sustainability and stakeholder satisfaction in SMEs. Critical technological success factors of big data analytics” [Technol. Forecast. Soc. Change 204 (2024) 123397]

Aqueeb Sohail Shaik, Asif Nazrul, Safiya Mukhtar Alshibani, Vaishali Agarwal and Armando Papa

Phygital dynamic capabilities: Microfoundations and their reversed interplay

Ludovica Moi, Gianluca Pusceddu and Francesca Cabiddu

Spillover across borders: Industrial robotics applications in developed countries and deindustrialization in developing countries

Laihui Liu and Suxia An

Exploring the impact of responsible AI governance on corporate performance: A quasi-natural experiment

Huosong Xia, Hao Chen, Justin Zuopeng Zhang and Muhammad Mustafa Kamal

Enhancing supplier innovation capabilities through digital technology integration: A relational perspective

Umair Tanveer, Thinh Gia Hoang, Shamaila Ishaq, Muhammad Mustafa Kamal and Rekha Attri

Forecasting user perceptions of mHealth apps: AI-driven insights from large-scale user-generated content

Miriam Alzate, Paula Vidaurreta-Apesteguia, Andrea Morales-Garzón and Karel Gutiérrez-Batista

Just another food fad? Expert insights and future scenarios for the plant-based alternative sector

Amelia Espey, Franziska Schuenemann and Ramona Weinrich

Rethinking transitions through dual-regime dynamics: The emergence of the flying car sector in China

Cheng-ting Tsou

‘Lumpy’ technological innovation systems and net-zero transitions: The impact of technology characteristics on the carbon capture innovation system in Norway

Amber Nordholm, Jørgen Finstad and Allan Dahl Andersen

Successful digital technology development: A multilevel and spatial approach on organizations and their ecosystems

Ann Hipp and Enno Kohlisch

Investigating how digital technology network embeddedness affects small and medium-sized enterprise growth: A dynamic capabilities perspective

Wencan Li and Xiao Wang

Making sense of algorithms: Workers' coping strategies for algorithmic management on digital platforms

Jie Zhao and Tahir Abbas Syed

Integrating explainable AI and corporate social responsibility for sustainable practices

Xi Chen, Asad Abbas Jaffari, Asif Muzaffar and Nabeel Rahman

Unveiling big data-driven price discrimination in China: Evidence from public opinion on Chinese Tiktok

Yunfei Xing, Yuming He and Luona Zeng

When going green backfires: The influence of environmental commitments on crowdfunding success

Yuanyuan Liu, Xiaoyun Yang, Yuanyuan Jamie Li and Bingrui Huangfu

Navigating the ecosystem innovation: The impact of digital technology adoption in supply chain finance

Liukai Wang, Xinru Xie, Xinyi Kong and Yu Xiong

Exploring the relationship between textual reviews and ratings of patients in online healthcare communities: The psychological attribute perspective

Qin Chen, Jiahua Jin and Xiangbin Yan

Fossil gas decarbonization with low-carbon fuels: A system dynamics modelling approach

Ravihari Kotagodahetti, Kasun Hewage and Rehan Sadiq

Cryptocurrencies, technological and market activities: Tango for three?

Maria Vlachou, Konstantinos N. Konstantakis, Kyriakos Drivas and Panayotis G. Michaelides

Corporate governance for digital transformation: The role of ownership and the board of directors

Nurit Nahum, Ulf Larsson-Olaison, Timur Uman and Leona Achtenhagen

Unveiling eco-innovation drivers in a developing country: A deep dive into a pioneering agribusiness SME

Adrianela Angeles and Pável Reyes-Mercado

Managing cybersecurity risks in Small businesses: A simulation-based decision framework

John Rice and Nigel Martin

Green supply chain management and ESG rating divergence: A quasi-natural experiment in China

Chun Guo and Jingbo Luo

Research on fire assessment during robot-assisted downhole rescue based on the fusion of human and artificial intelligence

Weiwei Liu, Runfeng He, Yuqi Liu, Song Jiang, Jiayi Fang, Xiaoyu Zhu, Liangliang Wu and Fang Lu

From sales exaptation to digital transformation: Value creation from remote selling

Kshitij Bhoumik, Reika Igarashi, Merve Vardarsuyu and Linhao Fang

Does artificial intelligence facilitate the balancing of short-term returns and long-term growth in firms? Evidence from China

Lin Liang and Ruxue Sun