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Factors influencing purchase intention of solar photovoltaic technology

An extended perspective of technology readiness index and theory of planned behaviour

Bibliographic Data

ID22355402
AuthorsMuhammad Junaid Hasheem (0000-0002-6465-0032, Jiangsu Normal University, corresponding author), Shijin Wang (0000-0002-4788-0530, Jiangsu Normal University), Nan Ye (0000-0001-9339-9361, Jiangsu Normal University), Muhammad Zubair Farooq (Jiangsu Normal University), Hafiz Muhammad Shahid (Nanjing Agricultural University)
Year2022
Volume7
Pages100079
Publication date2022-12-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueCleaner and Responsible Consumption (JOURNAL)
Journal identifiersISSN: 2666-7843
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.clrc.2022.100079
OpenAlexW4297200524
LanguageEN
Citations received5
References cited125

Energy shortage in various parts of the world has an adverse impact on people's quality of life and the overall development of these areas. Pakistan is among the world's energy-deficient countries, with a 7000 MW (Mega-Watt) energy deficit due to higher energy demand and lower energy production. Because of its hot climate, Pakistan has great potential to meet its energy needs using renewable energy (RE) sources, particularly solar photovoltaic (PV) technologies, to boost clean energy production. Considering this, the current study investigates the factors influencing households' purchase intentions of solar PV technology in Pakistan. This research has developed a comprehensive research model by integrating the Technology Readiness Index (TRI) and Theory of Planned Behaviour (PTB). Data from households were collected using a questionnaire survey method. This was a cross-sectional study that used a non-probability sampling technique. In four provincial capitals (Karachi, Lahore, Quetta, and Peshawar) and the federal capital (Islamabad), 420 questionnaires were distributed to household heads. Smart PLS 3.0 was used to test the hypotheses proposed by decomposing personal traits (product knowledge, environmental concern, ecological lifestyle, and perceived benefits) and technological factors (technology innovativeness and technology optimism) and examining their impact on consumers' attitudes toward solar photovoltaic products. This study also examined the role of perceived consumer effectiveness as a moderator between consumers' attitudes toward solar photovoltaic products and purchase intentions. The empirical findings showed that product knowledge, ecological lifestyle, perceived benefits, innovativeness, and optimism positively and significantly impact consumers' attitudes toward solar photovoltaic products. Likewise, consumer attitude has a positive and significant impact on purchase intention of solar PV products. Subsequently, the moderating role of perceived consumer effectiveness in the relationship between consumer attitudes and purchase intentions of solar PV products was also significantly correlated. Finally, the theoretical and practical implications of the study, as well as its limitations and future directions, are discussed

Business · Economics · Environmental economics · Moderation · Photovoltaic system · Renewable energy · Theory of planned behavior · Energy and Environment Impacts · Engineering · Environmental Sustainability in Business · Innovation Diffusion and Forecasting · Psychology · Social Psychology · Marketing

  • Factors influencing households’ willingness to continue as a net energy metering (NEM) prosumer in Malaysia

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    Open Access•Chien-Wei Ho, Cheng-Chien Kuo et al.•Evaluation and Program Planning•2025

  • The intention to adopt photovoltaic systems

    Open Access•Jun Yang, Yang Jun et al.•Acta Psychologica•2025

  • Charting the course

    Open Access•V Oprea, Adela Bâra•American Journal of Economics and…•2025

  • Renewable energy adoption

    Open Access•Amir Rahmani, Tugrul U Daim et al.•Technology in Society•2026

  • Environmental concern, attitude toward frugality, and ease of behavior as determinants of pro-environmental behavior intentions

    Open Access•Satoshi Fujii•Journal of Environmental Psychology•2006

  • Intentions to adopt photovoltaic systems depend on homeowners' expected personal gains and behavior of peers

    Open Access•Liridon Korcaj, Ulf J J Hahnel et al.•Renewable Energy•2015

  • To be or not to be green

    Yoon-Na Cho, Anastasia Thyroff et al.•Journal of Business Research•2013

  • Purchasing behaviour for environmentally sustainable products

    Open Access•Bipul Kumar, Ajay K Manrai et al.•Journal of Retailing and Consumer…•2017

  • Understanding the Attitude-Behavior Gap for Renewable Energy Systems Using Behavioral Reasoning Theory

    Open Access•Marius C Claudy, Mark Peterson et al.•Journal of Macromarketing•2013

  • Factors Influencing Residents’ Perceptions toward Tourism Development

    Open Access•Mostafa Rasoolimanesh, José L Roldán et al.•Travel Research Bulletin•2017

  • Developing an extended Theory of Planned Behavior model to predict consumers’ intention to visit green hotels

    Open Access•Mei-Fang Chen, Pei-Ju Tung•International Journal of…•2014

  • Information Technology and Productivity

    Open Access•Sanjeev Dewan, Kenneth L Kraemer•Management Science•2000

  • Enhance green purchase intentions

    Open Access•Yu‐Shan Chen, Ching‐Hsun Chang•Management Decision•2012

  • Application of the extended theory of planned behavior to understand individual’s energy saving behavior in workplaces

    Open Access•Lan Gao, Shanyong Wang et al.•Resources Conservation and…•2017

  • The power of emotional value

    Open Access•Shamila Nabi Khan, Muhammad Mohsin•Journal of Cleaner Production•2017

  • An investigation of green hotel customers’ decision formation

    Open Access•H Han, Yunhi Kim•International Journal of…•2010

  • US consumers’ willingness to pay for green electricity

    Open Access•Brian Roe, Brian E Roe et al.•Energy Policy•2001

  • Interpretation of Formative Measurement in Information Systems Research1

    Ronald T Cenfetelli, Geneviève Bassellier•MIS Quarterly•2009

  • Examining green consumerism motivational drivers

    Open Access•Brahim Chekima, Syed Azizi Wafa Syed Khalid Wafa et al.•Journal of Cleaner Production•2016

  • European management research using partial least squares structural equation modeling (PLS-SEM)

    Open Access•Nicole Richter, Nicole Franziska Richter et al.•European Management Journal•2016

  • The theory of planned behavior

    Open Access•Icek Ajzen•Organizational Behavior and Human…•1991

  • A new criterion for assessing discriminant validity in variance-based structural equation modeling

    Open Access•Jörg Henseler, Christian M Ringle et al.•Journal of the Academy of…•2015

  • Consumers’ attitudes, perceived risks and perceived benefits towards repurchase intention of food truck products

    Open Access•Zeyen Loh, Siti Hasnah Hassan•British Food Journal•2022

  • Antecedents Affecting Customer’s Purchase Intentions towards Green Products

    Open Access•Waseem Akbar, Saud Hassan et al.•Journal of Sociological Research•2014

  • Predicting consumers’ intention to adopt hybrid electric vehicles

    Open Access•Shanyong Wang, Jin Fan et al.•Transportation•2016

  • Diffusion of environmentally-friendly energy technologies

    Open Access•Varun Rai, Ben Sigrin et al.•Environmental Research Letters•2013

  • Effective information channels for reducing costs of environmentally- friendly technologies

    Open Access•Varun Rai, Scott A Robinson•Environmental Research Letters•2013

  • Determining the Influencing Factors of Biogas Technology Adoption Intention in Pakistan

    Open Access•Zanxin Wang, Saqib Ali et al.•International Journal of…•2020

  • An Experimental Evidence on Eco-Friendly Advertisement Appeals and Intention to Use Bio-Nanomaterial Plastics

    Open Access•Syed Hassan Raza, Umer Zaman et al.•International Journal of…•2021

  • Raising Public Awareness

    Open Access•Shis-Ping Lin•International Journal of…•2015

  • Modeling the predictors of consumers’ online purchase intention of green products

    Open Access•Hemant Chauhan, Ashutosh Pandey et al.•Environment Development and…•2021

  • Lifestyle practices and pro-environmental technology

    Open Access•Jonn Axsen, Jennifer TyreeHageman et al.•Ecological Economics•2012

  • Empowerment and Communication

    Everett M Rogers, Arvind Singhal•Annals of the International…•2003

  • One model to predict them all

    Open Access•Ellen van der Werff, Linda Steg•Energy Research & Social Science•2014

  • Residential solar electricity adoption

    Open Access•Chelsea Schelly•Energy Research & Social Science•2014

  • Peer effects in residential solar photovoltaics adoption—A mixed methods study of Swedish users

    Open Access•Alvar Palm•Energy Research & Social Science•2017

  • Incorporation of health consciousness into the technology readiness and acceptance model to predict app download and usage intentions

    Open Access•Mei-Fang Chen, Neng‐Pai Lin et al.•Internet Research•2018

  • Predicting fruit consumption

    Open Access•Luigina Canova, Andrea Bobbio et al.•Appetite•2020

  • Technology acceptance among micro-entrepreneurs in marginalized social strata

    Open Access•Syahirah Abdul Rahman, Seyedeh Khadijeh Taghizadeh et al.•Technological Forecasting and…•2017

  • The Effects of Product Class Knowledge on Information Search Behavior

    Merrie Brucks•Journal of Consumer Research•1985

  • Innovativeness, Novelty Seeking, and Consumer Creativity

    Elizabeth C Hirschman•Journal of Consumer Research•1980

  • Innovativeness

    David F Midgley, Grahame R Dowling•Journal of Consumer Research•1978

  • Familiarity and Its Impact on Consumer Decision Biases and Heuristics

    C Whan Park, Parker Lessig et al.•Journal of Consumer Research•1981

  • External Search Effort

    Sharon E Beatty, Scott M Smith•Journal of Consumer Research•1987

Unique citing works5
Citations per year5
Citation span2025 - 2026 (2)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 4

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