Technological Forecasting and Social Change

2012 - 2026

Current editor(s): Fred Phillips

From Elsevier
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Volume 225, issue C, 2026

Deep versus broad technology search and the timing of innovation impact

Likun Cao and James Evans

Unveiling the impact of artificial intelligence on corporate misconduct, the perspective of information asymmetry

Mingyang Zou and Yang Yang

Sustainable consumption of wearable healthcare devices and its relevance to the net-zero agenda: Evidence from senior citizens

Mingxue Wei, Suraksha Gupta, Xiaoping Yang and Yichuan Wang

Unveiling AI washing: Bridging corporate technological gaps through a cognitive dissonance lens

Zhe Sun, Yujun Wen, Liang Zhao, Intesar Almugren and Aradhana Galgotia

Evaluating the use of structural equation modeling in online purchase intention research: A comprehensive review (2000−2023)

René Abreu-Ledón, Darkys E. Luján-García, Pedro Garrido-Vega, Jose A.D. Machuca and Yodaira Borroto-Pentón

Moving beyond resilience: Building antifragility using digital technologies in entrepreneurial organizations

Yaning Zhang, Sanjay Chaudhary, Safiya Mukhtar Alshibani, Yanzhe Yuan and Bhumika Gupta

Machine learning approaches to predicting energy price correlation: From a responsible AI perspective

Yu Su and Xuan Feng

Explore or exploit? How explorative and exploitative IT capabilities affect new product development process performance

Sven Heidenreich, Elena D. Denzer and Slawka Jordanow

The digital-environmental tension: Managerial attention to digital transformation and energy consumption in healthcare organizations

Dingli Xi, Minhao Zhang and Gianluca Veronesi

Integrating human support with algorithmic control: Psychological reactance in platform work

Peng Hu, Xuru Wang and Jinqiang Wang

The impact of creativity in social AR filters on brand awareness, image, and behavioral intentions: The role of intrusiveness and Ad recognition

Carlos Orús, Sergio Ibáñez-Sánchez and Carlos Flavián

Generative AI-driven transition to circular and responsible supply chains: Unpacking the dynamics of eco-centric design intelligence and ethical responsiveness

Eszter Lukács, Sabrine Mallek and Jiyang Cheng

A data-driven framework for new product development: Integrating QFD and FCM based on online customer reviews

Romina Raafat, Jalil Heidary Dahooie, Edwin Garces and Tugrul Daim

Deep transitions and the evolution of the digital meta-regime

Phil Johnstone, Laur Kanger and Johan Schot

Metaverse beyond the hype: Empirically assessing the future impact of metaverses

Savvas Papagiannidis, Ewelina Lacka, Ariana Polyviou, Yann Truong, Ben Marder, Jonas Colliander, Ilias O. Pappas and Giray Gözgör

The role of environmental taxes in promoting sustainable utilization of disaggregated natural resources toward global greening: A novel dynamic ARDL simulation approach

Isaac Ahakwa, Yi Xu and Evelyn Agba Tackie

Interdisciplinary research and technological change

Bing Li, Kun Ding and Vincent Larivière

Navigating the gambit: Unfavorable market responses to AI-based service patents in manufacturing firms

Pankaj C. Patel

A structural-evolutionary rationale for public support of private technological innovation

Kenneth I. Carlaw and Gregory Bridgett

Disappointed with Siri: Expectation–experience gaps in human–AI interaction

You Jin Song, Joohye Park and Sun Kyong Lee

Digitalization of the Olympics and legitimacy of the Olympic virtual series: An environmental psychology perspective

Jun-Phil Uhm, Kun Chang, Sanghoon Kim and Hyun-Woo Lee

Proximity and cross-regional academia-industry collaboration: The moderating role of regional government support

Ningning Zhang, Ke Wen, Jingjing Guo, Dingyi You and Le Tang

Triple helix trust and spillovers for sustainable innovation: The role of governance, openness, and digital infrastructure

Lei Liu, Liying Zhou, Prashant Sharma, Ebtesam Abdullah Alzeiby and Snigdha Dash

Corrigendum to “Digital technology adoption and SC recoverability. The mediating role of relationship transparency and SC production risk management capabilities” [Technol. Forecast. Soc. Change volume 218, September 2025, 124219 https://doi.org/10.1016/j.techfore.2025.124219]

Nidhi Singh, Usama Awan, Sarah Basahel and Rsha Alghafes

Does AI value the environment? Evaluation of AI value alignment

Wanggi Jaung

Enhancing data governance through transparency: An empirical study of the data trust model

Yei Jin Kim, Young Soo Park and Sung-Pil Park

Unlocking the institutional foundations of green innovation: A machine learning analysis

Tao Wang, Kaifan Luo and Chao Yu

Waste management–related trust, acceptance, and reputation: A multidisciplinary big data analysis across knowledge domains

Kalle Nuortimo, Janne Härkönen and Kristijan Breznik

Digital technology diffusion through supply chain orchestration

Lei Shen, Qingyue Shi, Debadrita Panda and Vinit Parida

Understanding the householder solar panel consumer: A Markovian model and its societal implications

Marta Leocata, Giulia Livieri, Silvia Morlacchi, Fausto Corvino, Franco Flandoli and Alberto Eugenio Ermenegildo Pirni

Leveraging generative AI and circular innovation for equitable and resilient supply chains: The mediating role of transparency and sustainability-oriented decision empowerment

Yanfang Xia, Yong Qiu, Zhuoyu Gu, Liang Zhang and Jiayu Yang

Guest editorial: Technological transformation and change

Daniel Palacios-Marqués and Yogesh K. Dwivedi

A socio-technical perspective on product configuration systems: Insights from Grundfos

Anders M.S.Ø. Jakobsen and Wim Vanhaverbeke

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