Technological Forecasting and Social Change

2012 - 2025

Current editor(s): Fred Phillips

From Elsevier
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Volume 197, issue C, 2023

Examining the efficiency of regional university technology transfer in China: A mixed-integer generalized data envelopment analysis framework

Kok Fong See, Zhanxin Ma and Yuzhen Tian

Infrastructural or organizational decentralization? Developing a typology of blockchain ventures

Chloé Ipert and René Mauer

The changing work of IPR attorneys: 30 years of institutional transitions

Jussi Heikkilä and Mirva Peltoniemi

Crisis as a catalyst of idle innovation ecosystems: Evidence from ecosystem exaptation of a water partnership

Petra A. Nylund, Xavier Amores-Bravo, Xavier Ferràs-Hernández and Alexander Brem

Exploring carbon dioxide emissions forecasting in China: A policy-oriented perspective using projection pursuit regression and machine learning models

Lei Chang, Muhammad Mohsin, Amir Hasnaoui and Farhad Taghizadeh-Hesary

What constitutes a “Key Enabling Technology” for transition processes: Insights from the bioeconomy's technological landscape

Anna Waßenhoven, Michael Rennings, Natalie Laibach and Stefanie Bröring

Using big data for generating firm-level innovation indicators - a literature review

Christian Rammer and Nordine Es-Sadki

Technology-oriented start-ups and valuation: A novel approach based on specific contract terms

Adam P. Balcerzak, Marek Zinecker, Roman Skalický, Elżbieta Rogalska and Karel Doubravský

Is product customization always beneficial in the context of C2M platforms? A signaling theory perspective

Shuai Wang and Shuang Ma

Implementing and scaling artificial intelligence: A review, framework, and research agenda

Naomi Haefner, Vinit Parida, Oliver Gassmann and Joakim Wincent

The impact of the artificial intelligence industry on the number and structure of employments in the digital economy environment

Zhuo Zhang

The impact of policy collaboration networks and policy topic networks on policy diffusion: Empirical evidence from the energy field

Jiaxi Wang and Jingjing Zhang

Big data analytics capabilities: Patchwork or progress? A systematic review of the status quo and implications for future research

Minh-Tay Huynh, Michael Nippa and Thomas Aichner

Do city lockdowns effectively reduce air pollution?

Weiran Lin, Qiuqin He, Yuan Xiao and Jingwen Yang

Data-driven decision making for modelling covid-19 and its implications: A cross-country study

Gorkem Sariyer, Sachin Kumar Mangla, Yigit Kazancoglu, Vranda Jain and Mustafa Gokalp Ataman

Portfolio optimization through hybrid deep learning and genetic algorithms vine Copula-GARCH-EVT-CVaR model

Rihab Bedoui, Ramzi Benkraiem, Khaled Guesmi and Islem Kedidi

Digital transformation drives product quality improvement: An organizational transparency perspective

Tong Che, Jingxuan Cai, Rui Yang and Fujun Lai

I can see how you feel—Methodological considerations and handling of Noldus's FaceReader software for emotion measurement

Elisa Landmann

Data-driven digital capabilities enable servitization strategy——From service supporting the product to service supporting the client

Liping Chen, Yishu Dai, Fei Ren and Xiaoying Dong

The effect of medical artificial intelligence innovation locus on consumer adoption of new products

Xiaozhi Huang, Xitong Wu, Xin Cao and Jifei Wu

Artificial intelligence enabling circular business model innovation in digital servitization: Conceptualizing dynamic capabilities, AI capacities, business models and effects

David Sjödin, Vinit Parida and Marko Kohtamäki

Assessing the ICT development in Iranian cities: The strategy to accelerate digital advancement

Elham Amiri and Amin Babazadeh Sangar

How to poach the talents? Role of social capital and contextual knowledge base

Jing Shi, Jiajie Wang, Lele Kang and Jianjun Sun

Outside-in and bottom-up: Using sustainability transitions to understand the development phases of mainstreaming plant-based in the food sector in a meat and dairy focused economy

Jessica Aschemann-Witzel, Maartje D.G.H. Mulders and Simone Lykke Tranholm Mouritzen

What causes green efficiency losses in Chinese agriculture? A perspective based on input redundancy

Chuanwang Sun, Shuai Xu and Mengjie Xu

Healthcare analytics: A techno-functional perspective

Sumanta Singha, Himanshu Arha and Arpan Kumar Kar

Examining the role of intellectual capital on knowledge sharing in digital platform-based MNEs and its impact on firm performance

Sheshadri Chatterjee, Ranjan Chaudhuri, Marcello Mariani and Samuel Fosso Wamba

Digital transformation and firms' pollution emissions

Qing Zhu, Dan Ma and Xin He

Accountability implications for intermediaries in upscaling: Energy community rollouts in Portugal

Renée Scharnigg and Siddharth Sareen

A bibliometric and multi-disciplinary quasi-systematic analysis of social robots: Past, future, and insights of human-robot interaction

Samuel Fosso Wamba, Maciel M. Queiroz and Lotfi Hamzi

Exploring the impact of fairness of social bots on user experience

Nishtha Malik, Arpan Kumar Kar, Shalini Nath Tripathi and Shivam Gupta

Social robots: Partner or intruder in the home? The roles of self-construal, social support, and relationship intrusion in consumer preference

Yaping Chang, Yajie Gao, Donghong Zhu and Asif Ali Safeer

Fostering rural entrepreneurship: An ex-post analysis for Spanish municipalities

Ana P. Fanjul, Liliana Herrera and Maria F. Munoz-Doyague

Identifying technology opportunity using dual-attention model and technology-market concordance matrix

Kazuyuki Motohashi and Chen Zhu

From supply chains towards manufacturing ecosystems: A system dynamics model

Nikolai Kazantsev, Oleksii Petrovskyi and Julian M. Müller

More is better or in waste? A resource allocation measure of government grants for facilitating firm innovations

Anyu Yu, Qin Zhang, Rongjian Yu and Yu Cheng

Does digital transformation matter for operational risk exposure?

Md Hamid Uddin, Sabur Mollah, Nazrul Islam and Md Hakim Ali

Customer engagement, dependence and loyalty: An empirical study of Chinese customers in multitouch service encounters

Xin Chen, Shuojia Guo, Jie Xiong and Zhuxin Ye

Can AI chatbots help retain customers? An integrative perspective using affordance theory and service-domain logic

Chia-Ying Li, Yu-Hui Fang and Yu-Hung Chiang

Unveiling micro-foundations of digital transformation: Cognitive models, routines, and organizational structures in agri-food SMEs

Maria Carmela Annosi, Francesca Capo, Francesco Paolo Appio and Ivan Bedetti

Cellulosic ethanol production: Assessment of the impacts of learning and plant capacity

Alvina Aui and Yu Wang

Determinants of smart home adoption and differences across technology readiness segments

Birgul Basarir-Ozel, V. Aslihan Nasir and Hande B. Turker

Measurement of labor reallocation effect in China

Shangfeng Zhang, Congcong Chen and Jose Fernando Gallego Nicholls

A counterfactual thinking perspective of moral licensing effect in machine-driven communication: An example of natural language processing chatbot developed based on WeChat API

Yibo Xie, Wenbin Ma, Yichuan Ma, Zhouqi Ren, Zelin Tong and Yihuan Wang

Making technological innovation greener: Does firm digital transformation work?

Yong Xu, Ling Yuan, Rabeh Khalfaoui, Magdalena Radulescu, Sabrine Mallek and Xin Zhao

Policy modeling consistency analysis during energy crises: Evidence from China's coal power policy

Chonghui Zhang, Xiangwen Li, Yunfei Sun, Ji Chen and Dalia Streimikiene

Consumers' paradoxical motives of co-creation: From self-service technology to crowd-sourcing platform

Xueqin Wang, Yiik Diew Wong, Feng Liu and Kum Fai Yuen

Digital exclusion and relative digital deprivation: Exploring factors and moderators of internet non-use in the UK

Akiko Ueno, Charles Dennis and Georgios A. Dafoulas

Volume 196, issue C, 2023

Regulatory push-pull and technological knowledge dynamics of circular economy innovation

Christian Gnekpe and Quentin Plantec

Toward born sharing: The sharing economy evolution enabled by the digital ecosystems

Ke Rong and Yining Luo

Identifying patterns in smart initiatives' planning in smart cities. An empirical analysis in Spanish smart cities

Manuel Pedro Rodríguez Bolívar, Laura Alcaide Muñoz and Cristina Alcaide Muñoz

Understanding STI and SDG with artificial intelligence: A review and research agenda for entrepreneurial action

Ana Reyes-Menendez, Jorge Clemente-Mediavilla and Nuria Villagra

Privacy concern and its consequences: A meta-analysis

Yeolib Kim, Seung Hyun Kim, Robert A. Peterson and Jeonghye Choi

Programmed to do good: The categorical imperative as a key to moral behavior of social robots

Matthias Fink, Daniela Maresch and Johannes Gartner

On what basis is it agriculture?

Niko Räty, Hanna L. Tuomisto and Toni Ryynänen

The “SMARTER” framework and real application cases of blockchain

Hau-Ling Chan, Tsan-Ming Choi and Daniela Mendez De la Torre

Cooperation in an uncertain environment: The impact of stakeholders' concerted action on collaborative innovation projects risk management

Zhixue Liu, Ronggui Ding, Lei Wang, Rui Song and Xinyi Song

Unfolding the link between big data analytics and supply chain planning

Jinou Xu, Margherita Pero and Margherita Fabbri

Societal acceptance of urban air mobility based on the technology adoption framework

Changju Lee, Bumjoon Bae, Yu Lim Lee and Tae-Young Pak

Future social change of manufacturing and service industries: Service-oriented manufacturing under the integration of innovation-flows drive

Hongda Liu, Haifeng Zhao and Shiyuan Li

Service exchange activities in the sharing economy: Professional versus amateur peer providers

Diandian Xiang, Xia Li and Daniel Peter Hampson

Assessing the technological trajectory of 5G-V2X autonomous driving inventions: Use of patent analysis

Yu-Shan Su, Hsini Huang, Tugrul Daim, Pan-Wei Chien, Ru-Ling Peng and Arzu Karaman Akgul

The role of major markets in predicting the U.S. municipal green bond market performance: New evidence from machine learning models

Baris Kocaarslan and Ugur Soytas

The influence of the mobile money payment on the performance of small and medium enterprises in Somalia

Abdinur Ali Mohamed

Overcoming barriers to manufacturing digitalization: Policies across EU countries

Pedro P. Senna, Jaime Bonnin Roca and Ana C. Barros

Assessing the impact of big data analytics on decision-making processes, forecasting, and performance of a firm

Sheshadri Chatterjee, Ranjan Chaudhuri, Shivam Gupta, Uthayasankar Sivarajah and Surajit Bag

Interpretable high-stakes decision support system for credit default forecasting

Weixin Sun, Xuantao Zhang, Minghao Li and Yong Wang

Evaluating maturity level of big data management and analytics in industrial companies

Angelo Corallo, Anna Maria Crespino, Vito Del Vecchio, Massimiliano Gervasi, Mariangela Lazoi and Manuela Marra

Industrial design rights and the market value of firms

David E. Andersson, Anton Ekman, Anton Huila and Fredrik Tell

Nexus between technology enabled supply chain dynamic capabilities, integration, resilience, and sustainable performance: An empirical examination of healthcare organizations

Muhammad Junaid, Qingyu Zhang, Mei Cao and Adeel Luqman

Augmenting EV charging infrastructure towards transformative sustainable cities: An equity-based approach

Sujit Kumar Sikder, Magesh Nagarajan and Navonil Mustafee

The future is now? Consumers' paradoxical expectations of human-like service robots

Tengteng Zhu, Zhibin Lin and Xin Liu

Service robot verbalization in service processes with moral implications and its impact on satisfaction

Magnus Söderlund

New technology adoption in rural areas of emerging economies: The case of rainwater harvesting systems in India

Harish Puppala, Jaya Ahuja, Jagannadha Pawan Tamvada and Pranav R T Peddinti

Exploring the role of augmented reality in purchase intention: Through flow and immersive experience

Kanishka Pathak and Gyan Prakash

National Innovation Biome (NIB): A novel conceptualization for innovation development at the national level

Sepehr Ghazinoory, Shohreh Nasri, Masoud Afshari-Mofrad and Negin Taghizadeh Moghadam

Forecasting market opportunities for urban and regional air mobility

Raj Bridgelall

Energy innovation and ecological footprint: Evidence from OECD countries during 1990–2018

Maria Shabir, Pasquale Pazienza and Caterina De Lucia

Roadmap for integrating blockchain with Internet of Things (IoT) for sustainable and secured operations in logistics and supply chains: Decision making framework with case illustration

Devinder Kumar, Rajesh Kr Singh, Ruchi Mishra and Tugrul U. Daim

The role of network community characteristics for firms' rapid business scaling

Viacheslav Iurkov, Mariia Koval and Arusyak Zakaryan

What happens after market validation? Experimentation for scaling in technology-based startups

Silvia Sanasi, Antonio Ghezzi and Angelo Cavallo

Social venture scaling: Does the technological environment matter?

Sergey Anokhin and Fabian Eggers

Demystifying massive and rapid business scaling – An explorative study on driving factors in digital start-ups

Francie Lange, Nino Tomini, Florian Brinkmann, Dominik K. Kanbach and Sascha Kraus

Impacts of digital government on regional eco-innovation: Moderating role of dual environmental regulations

Shuliang Zhao, Linjiao Teng, Vincent Ekow Arkorful and Hui Hu

The impact of exogenous shocks on the innovation performance of firms in the Caribbean small island economies: Quasi-replication of Paunov (2012)

Panagiotis Piperopoulos, Eduardo Jimenez-Moro, Matthew Yeung, Danai Christopoulou and Alan Au Kai Ming

The worker profiler: Assessing the digital skill gaps for enhancing energy efficiency in manufacturing

Silvia Fareri, Riccardo Apreda, Valentina Mulas and Ruben Alonso

Social robots as healing aids: How and why powerlessness influences the intention to adopt social robots

Ngoc Bich Dang and Laurent Bertrandias

Hotspurs in, sober bores out: A call and an agenda for entrepreneurship and innovation policies that foster rapidly scaling ventures

Daniela Maresch, Hannes Leo and Steven T. Walsh

Implementing Industry 4.0 technologies: Future roles in purchasing and supply management

Vincent Delke, Holger Schiele, Wolfgang Buchholz and Stephen Kelly

Investigating barriers to blockchain adoption in construction supply chain management: A fuzzy-based MCDM approach

Atul Kumar Singh, V.R. Prasath Kumar, Gholamreza Dehdasht, Saeed Reza Mohandes, Patrick Manu and Farzad Pour Rahimian

Renewable energy technologies and carbon capture retrofits are strategic complements

Mahelet Fikru and Jessica W.A. Azure

The use of data-driven insight in ambidextrous digital transformation: How do resource orchestration, organizational strategic decision-making, and organizational agility matter?

Xiumei Zhu and Yue Li

The linkage between quality of information systems and the impact of trust-based privacy on behavioral outcomes in unmanned convenience store: Moderating effect of gender and experience

Yaeri Kim, Junhee Seok and Taewoo Roh

How firms support formal standardization: The role of alliance portfolio and internal technological diversity

Jinyan Wen, Jian Li, Qing Zhou, Deming Zeng and Rainer Harms

National digital strategy development: Guidelines and lesson learnt from Asia Pacific countries

Diah Priharsari, Babak Abedin, Steve Burdon, Stewart Clegg and John Clay

Exploring Global Competitiveness Index 4.0 through the lens of country risk

Abroon Qazi

How does population agglomeration influence the adoption of new energy vehicles? Evidence from 290 cities in China

Jiong Gao, Shoufeng Ma, Hongyang Zou and Huibin Du

Predictors of financial sustainability for cryptocurrencies: An empirical study using a hybrid SEM-ANN approach

Ibrahim Arpaci

Impact of innovation in hybrid electric vehicles-related technologies on carbon dioxide emissions in the 15 most innovative countries

Liguo Xin, Manzoor Ahmad and Shoukat Iqbal Khattak

Digital transformation as an enabler of sustainability innovation and performance – Information processing and innovation ambidexterity perspectives

Hui Ting Lu, Xue Li and Kum Fai Yuen

Being friendly and competent: Service robots' proactive behavior facilitates customer value co-creation

Jinzhu Song, Yanhuan Gao, Youlin Huang and Lihan Chen

Acceptance of social robot and its challenges: From privacy calculus perspectives

Sheshadri Chatterjee, Ranjan Chaudhuri and Demetris Vrontis

Sociotechnical expectations of vehicle automation in the UK trucking sector

Debbie Hopkins and Tim Schwanen

Patent analysis based technology innovation assessment with the lens of disruptive innovation theory: A case of blockchain technological trajectories

Priyanka C. Bhatt, Kuei-Kuei Lai, Vinayak A. Drave, Tzu-Chuen Lu and Vimal Kumar

The effects of digital economy on breakthrough innovations: Evidence from Chinese listed companies

Jingling Liu, Yanying Chen and Feng Helen Liang

Central bank digital currencies: Consumer data-driven sustainable operation management policy

Zhan-ao Wang, Ribeiro-Navarrete Samuel, Xiao-qian Chen, Bing Xu and Wei-lun Huang

Unraveling the psychological and behavioral consequences of using enterprise social media (ESM) in mitigating the cyberslacking

Anam Nusrat, Yong He, Adeel Luqman, Ankit Mehrotra and Amit Shankar

Global policy uncertainty and working capital management: Does national culture matter?

Augustine Tarkom and Nacasius U. Ujah

Luxury in female technology (FemTech): Selection of smart jewelry for women through BCM-MARCOS group decision-making framework with fuzzy ZE-numbers

Gholamreza Haseli, İlkin Yaran Ögel, Fatih Ecer and Mostafa Hajiaghaei-Keshteli

Pharmacists' attitudes and intention to adopt telemedicine: Integrating the market-orientation paradigm and the UTAUT

Nicola Cobelli, Fabio Cassia and Raffaele Donvito

Technology transfer services impacts on open innovation capabilities of SMEs

Cinzia Battistella, Giovanna Ferraro and Elena Pessot

Technological search strategy and breakthrough innovation: An integrated approach based on main-path analysis

Guannan Qu, Jin Chen, Ruhao Zhang, Luyao Wang and Yayu Yang

Digitalisation dynamics in SMEs: An approach from systems dynamics and artificial intelligence

Carlos F.A. Arranz, Marta F. Arroyabe, Nieves Arranz and Juan Carlos Fernandez de Arroyabe

The creation of desirable futures: A call for supererogatory management to foster sustainability transitions

Kirsi Snellman, Matthias Fink, Henri Hakala and Sanne Bor