Technological Forecasting and Social Change

2012 - 2026

Current editor(s): Fred Phillips

From Elsevier
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Volume 226, issue C, 2026

Blockchain-enabled dynamic capabilities for supply chain ambidexterity: Empirical evidence from manufacturing firms for enhanced competence and flexibility

Mahak Sharma, Bader K. AlNuaimi, Mehmood Khan, Rsha Alghafes and Rudresh Pandey

Sensemaking and AI: Unraveling individuals' reactions to the black box in a three-study investigation

Domenico di Prisco and Silvia Dello Russo

Designing a global resilient vaccine supply chain: Forecasting with hybrid neural network

Ehsan Torshizi, Fatemeh Sabouhi and Ali Bozorgi-Amiri

Forecasting emerging job opportunities using the subject-action-object approach

Khadijeh Mousavi, Sepideh Fahimifar and Amir Salar Vanaki

AI adoption in healthcare organizations: Spheres of development and the virtue of visible value

Rikke Duus, Mike Cooray and Simon Lilley

An activity system perspective on smart product service systems

Isabel Fischer, Marcel Papert, Alexander Leischnig and Günter Prockl

Elderly consumers' reaction to an eHealth app: The critical role of relational-emotional aspects of technology adoption

Shuili Du, Richard P. Bagozzi, Chunyan Xie, Kristi Bjørnes Skeie Keleghan, Tatiana A. Iakovleva and Elin Merethe Oftedal

Drivers and barriers to the adoption of wind assisted ship propulsion technologies: An organisational perspective

Armand Djoumessi, Alessio Tei, Claudio Ferrari, Per Wide and Vendela Santén

How does corporate greenwashing affect firm resilience –Causal inference utilizing dual machine learning techniques

Fu Jia, Dingguo Hu and Lujie Chen

Learning through decision episodes: A narrative-QCA study of ESG founder typologies in sustainable startups

María Eizaguirre, Jose Antonio Vicente-Pascual and Andreas Kallmuenzer

Unveiling the path to the fourth industrial revolution: Exploring technology adoption and firm-level barriers

Chinh Hoang-Duc, Kien Hoang-Le, Tuan Nguyen-Anh, Linh Nguyen-Thi-Thuy, Uyen Nguyen-Dinh, Huong Nguyen-Thi-Lan and Nguyen To-The

Invention complexity, latent innovation capabilities, and economic development in upper middle-income countries

Muhammad Salar Khan, Maurice Kugler and Chad A. Smith

Navigating sustainable growth: Green innovation as a mediator between CSR Engagement and firm value in emerging markets

Zhe Sun, Liang Zhao, Hind Alofaysan, Bhumika Gupta and Vikram Kumar Sharma

Mid-air haptics for automotive HUDs: A sketch anticipation and design fiction study

Orestis Georgiou, Roberto Montano, Dario Pittera, William Frier, Stephen Hughes, Patrick Haggard, Marianna Obrist and Patricia Cornelio

Digital business models and their implications for sustainability: A typology, industry examples, and paths for future research

Pejvak Oghazi, Maximilian Palmié, Rana Mostaghel and Lucas Miehé

Equifinal roads to a driverless future: A techno-institutional mixed-methods fsQCA study of demographic-specific archetypes

Sohaib Mustafa, Qiang Wang, Khalid Jamil and Sailesh Acharya

Responsible AI in knowledge creation: An exploration of generative AI's opportunities and risks

Shuanping Dai, Qinqian Li, Jia, Shizhen (Jasper), Gang Liu, Tomáš Kincl and Nick Hajli

Imported intermediates and firm performance: A difference-in-differences analysis of matched Indian manufacturing firms

Nitika Arneja and Chandan Sharma

Enabling innovation capabilities through digital technology adoption: A supply chain management perspective

Jia, Fu (Jeff), Nazrul Islam, Lujie Chen and Xiaolan Fu

Identification of repurposed smart healthcare innovation opportunities for cross-disease applications via dynamic multiplex disease network

Hyungsuk Lim, Yucheol Kim, Geon Hyeok Chun and So Young Sohn

Corrigendum to “Dynamic optimal distinctive configurations enabling manufacturing firms to achieve high green innovation efficiency” [Technol. Forecast. Soc. Change 224 (2026) 124510]

Jinghua Li, Xuan Qiu, Jiantao Zhu and Yuting Pang

How does digital intelligent knowledge orchestration enhance green service innovation in manufacturing enterprises? Based on the perspective of enterprise relationship resilience

Hongna Tian and Liyan Zhao

Sustainable last-mile delivery: Understanding perceived benefits and risks of AI-automated delivery drones in France

Lars Meyer-Waarden, Julien Cloarec, Stéphane Salgado and Vincent Favarin

Advancing corporate green innovation through science: The role of freedom of expression and NGOs

Imane El Ouadghiri, Jonathan Peillex, Federico Platania and Celina Toscano Hernandez

How AI innovation shapes supplier concentration under the triple helix framework: Evidence from emerging markets

Wei Wu, Jing Xu, Ying Li, Yali Fan and Shiyu Tang

From cross-helix knowledge to societal impact: The role of network diversity, innovation capabilities, and policy dynamism

Canghong Wang, Yuwen Ning, Dariusz Cichoń, Pu-yan Nie and Irum Shahzadi

Patent strategies in the age of FinTech: Understanding IP management practices and open innovation across financial institutions

Milad Armani Dehghani, Alexander Brauneis and Dionysios Karavidas

Corrigendum to “Evaluating Delphi survey accuracy in transportation: Evidence from Japanese technology foresight” [Technol. Forecast. Soc. Change 224 (2026) 124496]

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

Dynamic regulatory experimentation and innovation trajectories: Evidence from Korea's battery industry and global sandbox governance

Min Jae Park

Diagnosing pharmaceutical regulatory agencies: A metacybernetic framework for innovation and governance

Gandolfo Dominici and Maurice Yolles

Artificial intelligence and climate risk: Toward sustainable development within a Double Helix framework

Zhenghao Tong and Zhi Tan

Sustainable technology evolution in innovation ecosystems: A regulatory framework for (non)-convergent technologies

Christopher Agyapong Siaw and Joseph Amankwah-Amoah

Quantifying the knowledge proximity between academic and industry research: An entity and semantic perspective

Hongye Zhao, Yi Zhao and Chengzhi Zhang

Unveiling the key determinants of cleantech venture capital investment in India: A study using necessary condition and fuzzy set qualitative comparative analysis

Sheena Rehman

Fostering well-being in Industry 5.0 through managerial behaviours and enabling technologies

Michela Piccarozzi, Federica Caboni and Roberto Bruni

A socio-technical framework for analyzing crop advisors' preferences for AI-based decision support systems

Maaz Gardezi, Indunil Dharmasiri, Asim Zia, Donna M. Rizzo, Scott C. Merrill, Benjamin E.K. Ryan, Halimeh Abuayyash, Pablo Carcamo, Bhavna Joshi, David Clay and John McMaine

From reviews to results: A mixed-methods evaluation to understand UX in fashion apps

Debarun Chakraborty, Atanu Manna and Francesco Paolo Appio

Approaching the future: Blueprinting and Wayfinding in corporate foresight enactment

Anup Karath Nair and George Burt

When customers meet robots: How authenticity and delight shape revisit intention through customer–robot interaction

Yi Zhang, Farzana Quoquab, Jihad Mohammad and Yanrui Michael Tao

Cultivating outside-out open innovation: How a corporate accelerator orchestrates its ecosystem

Ferhat Demir, Martin Lukes and Wim Vanhaverbeke

Risk, generative AI, disinformation control, global supply chains, and social impacts

Pervaiz Akhtar, Thanos Papadopoulos, Huda Khan, Arsalan Mujhaid Ghouri, Saqib Shamim and Aniqa Ashraf

Artificial intelligence and competitive edges: Do knowledge spillovers undermine strategic autonomy?

Alessandro Marra, Alfredo Cartone and Giulia Di Giorgio

Trailblazing supply chain innovation: The fusion of dynamic capabilities, value cocreation, and digital transformation

Yan Zhou, Liandong Zhou, Qifeng Wang, Justin Zuopeng Zhang, Kee-hung Lai, Sajjad M. Jasimuddin, Abhishek Behl and Asif Nazrul

Trust as institutional infrastructure: Balancing isomorphism and legitimacy in the governance of GenAI for healthcare

Imon Chakraborty and Nishant Kumar

On different lanes: A cross-case analysis of urban experimentation for autonomous driving

Veronika Stein, Tim Fraske and Jens Schippl

Walls of technology, cracks in employment: The labor effects of foreign technology sanctions

Bowen Fu

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