How to cite this paper
Promvongsanon, R., Sawmong, S & Khalid, B. (2024). Exploring the adoption of photovoltaic cleaning robots: An institutional management approach.Uncertain Supply Chain Management, 12(4), 2783-2794.
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Akther, T., & Nur, T. (2022). A model of factors influencing COVID-19 vaccine acceptance: A synthesis of the theory of reasoned action, conspiracy theory belief, awareness, perceived usefulness, and perceived ease of use. PLoS One, 17(1), e0261869.
Al-Marri, W., Al-Habaibeh, A., & Watkins, M. (2018). An investigation into domestic energy consumption behaviour and public awareness of renewable energy in Qatar. Sustainable Cities and Society, 41, 639-646.
Angelia, A., Panjaitan, E. S., & Yunis, R. (2021). Effect of attitude on mobile banking acceptance using extended UTAUT model. Jurnal Mantik, 5(2), 1006-1013.
Aschwanden, D., Strickhouser, J. E., Sesker, A. A., Lee, J. H., Luchetti, M., Terracciano, A., & Sutin, A. R. (2021). Preventive behaviors during the COVID-19 pandemic: Associations with perceived behavioral control, attitudes, and subjective norm. Frontiers in Public Health, 9, 662835.
Banerjee, S., & Ho, S. S. (2020). Applying the theory of planned behavior: Examining how communication, attitudes, social norms, and perceived behavioral control relate to healthy lifestyle intention in Singapore. International Journal of Healthcare Management, 13(1), 496-503.
Bundschuh, J., Kaczmarczyk, M., Ghaffour, N., & Tomaszewska, B. (2021). State-of-the-art of renewable energy sources used in water desalination: Present and future prospects. Desalination, 508, 115035.
Chao, C.M. (2019). Factors determining the behavioral intention to use mobile learning: An application and extension of the UTAUT model. Frontiers in Psychology, 10, 1652.
Chen, L., & Aklikokou, A.K. (2020). Determinants of E-government adoption: testing the mediating effects of perceived usefulness and perceived ease of use. International Journal of Public Administration, 43(10), 850-865.
Chen, Y., Liu, Y., Tian, Z., Dong, Y., Zhou, Y., Wang, X., & Wang, D. (2019). Experimental Study on the Effect of Dust Deposition on Photovoltaic Panels. Energy Procedia, 158, 483-489.
Cialdini, R. B., & Goldstein, N. J. (2004). Social influence: compliance and conformity. Annual Review of Psychology, 55, 591–621.
Colak, H. E., Memisoglu, T., & Gercek, Y. (2020). Optimal site selection for solar photovoltaic (PV) power plants using GIS and AHP: A case study of Malatya Province, Turkey. Renewable Energy, 149, 565-576.
Cruz, S.M., & Manata, B. (2020). Measurement of environmental concern: A review and analysis. Frontiers in Psychology, 11, 363.
Darmansyah, D., Fianto, B. A., Hendratmi, A., & Aziz, P. F. (2020). Factors determining behavioral intentions to use Islamic financial technology: Three competing models. Journal of Islamic Marketing, 12(4), 794-812.
Davis, F.D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.
Fitrianie, S., Horsch, C., Beun, R. J., Griffioen-Both, F., & Brinkman, W. P. (2021). Factors affecting user’s behavioral intention and use of a mobile-phone-delivered cognitive behavioral therapy for insomnia: A small-scale UTAUT analysis. Journal of Medical Systems, 45, 1-18.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50.
Gambetta, D. (Ed.). (1988). Making and breaking cooperative relations. Blackwell.
Gansser, O. A., & Reich, C. S. (2021). A new acceptance model for artificial intelligence with extensions to UTAUT2: An empirical study in three segments of application. Technology in Society, 65, 101535.
Giraldo, M.C.B., Benjumea-Arias, M.L., Valencia-Arias, A., & Montoya-Restrepo, I.A. (2021). Factors determining the use and acceptance of mobile banking in Colombia. Journal of Telecommunications and the Digital Economy, 9(4), 44-74.
Glunz, S. W., Preu, R., & Biro, D. (2012). Crystalline silicon solar cells: state-of-the-art and future developments. Comprehensive Renewable Energy, 1, 353-387.
Holotová, M., Nagyová, Ľ., & Holota, T. (2020). The impact of environmental responsibility on changing consumer behaviour – sustainable market in Slovakia. Economics and Sociology, 13(3), 84-96.
Hosseini, S.E., & Wahid, M.A. (2020). Hydrogen from solar energy, a clean energy carrier from a sustainable source of energy. International Journal of Energy Research, 44(6), 4110-4131.
Huang, C. (2020). The influence of self-efficacy, perceived usefulness, perceived ease of use, and cognitive load on students' learning motivation, learning attitude, and learning satisfaction in blended learning methods. Proceedings of the 2020 3rd International Conference on Education Technology Management.
Irfan, M., Hao, Y., Ikram, M., Wu, H., Akram, R., & Rauf, A. (2021). Assessment of the Public Acceptance and Utilization of Renewable Energy in Pakistan. Sustainable Production and Consumption, 27, 312-324.
Jurasz, J., Canales, F. A., Kies, A., Guezgouz, M., & Beluco, A. (2020). A review on the complementarity of renewable energy sources: Concept, metrics, application and future research directions. Solar Energy, 195, 703-724.
Kaur, M. (2020). Analyzing the relationship of perceived ease of use, perceived usefulness, attitude towards usage and behavioural intention to use e-government services in state of Punjab. International Journal of Computer Applications, 175(36), 8-15.
Kawamoto, H. (2019). Electrostatic cleaning equipment for dust removal from soiled solar panels. Journal of Electrostatics, 98, 11-16.
Keni, K. (2020). How perceived usefulness and perceived ease of use affecting intent to repurchase? Jurnal Manajemen, 24(3), 481-496.
Kumar, J.A., Bervell, B., Annamalai, N., & Osman, S. (2020). behavioral intention to use mobile learning: Evaluating the role of self-efficacy, subjective norm, and WhatsApp use habit. IEEE Access, 8, 208058-208074.
Kumar, S., & Sreen, N. (2020). Role of internal and external values on green purchase. In Green marketing as a positive driver toward business sustainability (pp. 158-185). IGI Global.
Liang, L., Lu, L., & Su, L. (2023). The impact of industrial robot adoption on corporate green innovation in China. Scientific Reports, 13(1), 1-14.
Liang, P., & Chi, Y. (2021). Influence of perceived risk of blockchain art trading on user attitude and behavioral intention. Sustainability, 13(23), 13470.
Maciaszczyk, M., Czechowska-Kosacka, A., Rzepka, A., Lipecki, T., Łazuka, E., & Wlaź, P. (2022). Consumer Awareness of Renewable Energy Sources: The Case of Poland. Energies, 15(22), 8395.
Manrai, R., & Gupta, K. P. (2020). Integrating UTAUT with trust and perceived benefits to explain user adoption of mobile payments. In: Kapur, P.K., Singh, O., Khatri, S.K., Verma, A.K. (eds) Strategic system assurance and business analytics. Asset Analytics. Springer, Singapore, pp 109–121
Mayerl, J., & Best, H. (2019). Attitudes and behavioral intentions to protect the environment: How consistent is the structure of environmental concern in cross-national comparison? International Journal of Sociology, 49, 27 - 52.
McKnight, D.H. (2005). Trust in information technology. The Blackwell Encyclopedia of Management, 7, 329-331.
Mofijur, M., Mahlia, T. M., Silitonga, A. S., Ong, H. C., Silakhori, M., Hasan, M. H., Putra, N., & Rahman, S. M. (2019). Phase change materials (PCM) for solar energy usages and storage: An overview. Energies, 12(16), 3167.
Mukhtarov, S., Aliyev, J., Borowski, P.F., & Disli, M. (2023). Institutional quality and renewable energy transition: Empirical evidence from Poland. Journal of International Studies, 16(3), 208-218.
Namazov, Rashad & Popal, X. (2023). The role of solar panels in energy production. Ecoenergetics, 4, 51-55, 2022.
Nasirov, S., Agostini, C., Silva, C., & Caceres, G. (2018). Renewable energy transition: a market-driven solution for the energy and environmental concerns in Chile. Clean Technologies and Environmental Policy, 20, 3-12.
Nguyen, T. T., Thi Thu Truong, H., & Le-Anh, T. (2023). Online purchase intention under the integration of theory of planned behavior and technology acceptance model. SAGE Open.
Nijsse, J.M., Mercure, F., Ameli, N., Larosa, F., Kothari, S., Rickman, J., Vercoulen, P., & Pollitt, H. (2023). The momentum of the solar energy transition. Nature Communications, 14(1), 6542.
Nunnally J.C., Bernstein I.H. (1994). Psychometric theory (3rd ed.). New York, NY: McGraw-Hill.
Obaideen, K., AlMallahi, M. N., Alami, A. H., Ramadan, M., Abdelkareem, M. A., Shehata, N., & Olabi, A. G. (2021). On the contribution of solar energy to sustainable developments goals: Case study on Mohammed bin Rashid Al Maktoum Solar Park. International Journal of Thermofluids, 12, 100123.
Okpala, I., Nnaji, C., & Awolusi, I. (2022). Wearable sensing devices acceptance behavior in construction safety and health: assessing existing models and developing a hybrid conceptual model. Construction Innovation, 22(1), 57-75.
Olayiwola, O., Elsden, M., & Dhimish, M. (2024). Robotics, Artificial Intelligence, and Drones in Solar Photovoltaic Energy Applications—Safe Autonomy Perspective. Safety, 10(1), 32.
Patil, P.A., Bagi, J.S., & Wagh, M.M. (2017, August). A review on cleaning mechanism of solar photovoltaic panel. In 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS) (pp. 250-256). IEEE.
Rashid, M., Yousif, M., Rashid, Z., Muhammad, A., Altaf, M., & Mustafa, A. (2023). Effect of dust accumulation on the performance of photovoltaic modules for different climate regions. Heliyon, 9(12).
Sattari, A., Abdekhoda, M., & Zarea Gavgani, V. (2017). Determinant factors affecting the web–based training acceptance by health students, applying UTAUT model.
Schumacker, R. E., & Lomax, R. G. (2004). A beginner's guide to structural equation modeling. Psychology press.
Segars, A. H. (1997). Assessing the unidimensionality of measurement: A paradigm and illustration within the context of information systems research. Omega, 25(1), 107-121.
Shiau, W. L., & Chau, P. Y. (2016). Understanding behavioral intention to use a cloud computing classroom: A multiple model comparison approach. Information and Management, 53(3), 355-365.
Shukla, V., & Kumar, N. (Eds.). (2020). Environmental concerns and sustainable development: volume 1: air, water and energy resources (pp. 1-351). Springer Singapore.
Straka, M., Oláh, J., & Kassakorn, N. (2021). Impact of Green Supply Chain Integration on SMEs' Technological and Economic Performance. Global Journal of Entrepreneurship and Management, 2(1), 12-30.
Sun, D., & Böhringer, K. F. (2020). An active self-cleaning surface system for photovoltaic modules using anisotropic ratchet conveyors and mechanical vibration. Microsystems and Nanoengineering, 6(1), 87.
Teo, T., Zhou, M., Fan, A. C. W., & Huang, F. (2019). Factors that influence university students' intention to use Moodle: A study in Macau. Educational Technology Research and Development, 67, 749-766.
Troise, C., O'Driscoll, A., Tani, M., & Prisco, A. (2021). Online food delivery services and behavioural intention–a test of an integrated TAM and TPB framework. British Food Journal, 123(2), 664-683.
Tseng, T. H., Lin, S., Wang, Y. S., & Liu, H. X. (2022). Investigating teachers’ adoption of MOOCs: the perspective of UTAUT2. Interactive Learning Environments, 30(4), 635-650.
Wall, W. P., Khalid, B., Urbański, M., & Kot, M. (2021). Factors influencing consumer’s adoption of renewable energy. Energies, 14(17), 5420.
Xue, L., Rashid, A. M., and Ouyang, S. (2024). The Unified Theory of Acceptance and Use of Technology (UTAUT) in higher education: A systematic review. SAGE Open.
Al-Marri, W., Al-Habaibeh, A., & Watkins, M. (2018). An investigation into domestic energy consumption behaviour and public awareness of renewable energy in Qatar. Sustainable Cities and Society, 41, 639-646.
Angelia, A., Panjaitan, E. S., & Yunis, R. (2021). Effect of attitude on mobile banking acceptance using extended UTAUT model. Jurnal Mantik, 5(2), 1006-1013.
Aschwanden, D., Strickhouser, J. E., Sesker, A. A., Lee, J. H., Luchetti, M., Terracciano, A., & Sutin, A. R. (2021). Preventive behaviors during the COVID-19 pandemic: Associations with perceived behavioral control, attitudes, and subjective norm. Frontiers in Public Health, 9, 662835.
Banerjee, S., & Ho, S. S. (2020). Applying the theory of planned behavior: Examining how communication, attitudes, social norms, and perceived behavioral control relate to healthy lifestyle intention in Singapore. International Journal of Healthcare Management, 13(1), 496-503.
Bundschuh, J., Kaczmarczyk, M., Ghaffour, N., & Tomaszewska, B. (2021). State-of-the-art of renewable energy sources used in water desalination: Present and future prospects. Desalination, 508, 115035.
Chao, C.M. (2019). Factors determining the behavioral intention to use mobile learning: An application and extension of the UTAUT model. Frontiers in Psychology, 10, 1652.
Chen, L., & Aklikokou, A.K. (2020). Determinants of E-government adoption: testing the mediating effects of perceived usefulness and perceived ease of use. International Journal of Public Administration, 43(10), 850-865.
Chen, Y., Liu, Y., Tian, Z., Dong, Y., Zhou, Y., Wang, X., & Wang, D. (2019). Experimental Study on the Effect of Dust Deposition on Photovoltaic Panels. Energy Procedia, 158, 483-489.
Cialdini, R. B., & Goldstein, N. J. (2004). Social influence: compliance and conformity. Annual Review of Psychology, 55, 591–621.
Colak, H. E., Memisoglu, T., & Gercek, Y. (2020). Optimal site selection for solar photovoltaic (PV) power plants using GIS and AHP: A case study of Malatya Province, Turkey. Renewable Energy, 149, 565-576.
Cruz, S.M., & Manata, B. (2020). Measurement of environmental concern: A review and analysis. Frontiers in Psychology, 11, 363.
Darmansyah, D., Fianto, B. A., Hendratmi, A., & Aziz, P. F. (2020). Factors determining behavioral intentions to use Islamic financial technology: Three competing models. Journal of Islamic Marketing, 12(4), 794-812.
Davis, F.D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.
Fitrianie, S., Horsch, C., Beun, R. J., Griffioen-Both, F., & Brinkman, W. P. (2021). Factors affecting user’s behavioral intention and use of a mobile-phone-delivered cognitive behavioral therapy for insomnia: A small-scale UTAUT analysis. Journal of Medical Systems, 45, 1-18.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50.
Gambetta, D. (Ed.). (1988). Making and breaking cooperative relations. Blackwell.
Gansser, O. A., & Reich, C. S. (2021). A new acceptance model for artificial intelligence with extensions to UTAUT2: An empirical study in three segments of application. Technology in Society, 65, 101535.
Giraldo, M.C.B., Benjumea-Arias, M.L., Valencia-Arias, A., & Montoya-Restrepo, I.A. (2021). Factors determining the use and acceptance of mobile banking in Colombia. Journal of Telecommunications and the Digital Economy, 9(4), 44-74.
Glunz, S. W., Preu, R., & Biro, D. (2012). Crystalline silicon solar cells: state-of-the-art and future developments. Comprehensive Renewable Energy, 1, 353-387.
Holotová, M., Nagyová, Ľ., & Holota, T. (2020). The impact of environmental responsibility on changing consumer behaviour – sustainable market in Slovakia. Economics and Sociology, 13(3), 84-96.
Hosseini, S.E., & Wahid, M.A. (2020). Hydrogen from solar energy, a clean energy carrier from a sustainable source of energy. International Journal of Energy Research, 44(6), 4110-4131.
Huang, C. (2020). The influence of self-efficacy, perceived usefulness, perceived ease of use, and cognitive load on students' learning motivation, learning attitude, and learning satisfaction in blended learning methods. Proceedings of the 2020 3rd International Conference on Education Technology Management.
Irfan, M., Hao, Y., Ikram, M., Wu, H., Akram, R., & Rauf, A. (2021). Assessment of the Public Acceptance and Utilization of Renewable Energy in Pakistan. Sustainable Production and Consumption, 27, 312-324.
Jurasz, J., Canales, F. A., Kies, A., Guezgouz, M., & Beluco, A. (2020). A review on the complementarity of renewable energy sources: Concept, metrics, application and future research directions. Solar Energy, 195, 703-724.
Kaur, M. (2020). Analyzing the relationship of perceived ease of use, perceived usefulness, attitude towards usage and behavioural intention to use e-government services in state of Punjab. International Journal of Computer Applications, 175(36), 8-15.
Kawamoto, H. (2019). Electrostatic cleaning equipment for dust removal from soiled solar panels. Journal of Electrostatics, 98, 11-16.
Keni, K. (2020). How perceived usefulness and perceived ease of use affecting intent to repurchase? Jurnal Manajemen, 24(3), 481-496.
Kumar, J.A., Bervell, B., Annamalai, N., & Osman, S. (2020). behavioral intention to use mobile learning: Evaluating the role of self-efficacy, subjective norm, and WhatsApp use habit. IEEE Access, 8, 208058-208074.
Kumar, S., & Sreen, N. (2020). Role of internal and external values on green purchase. In Green marketing as a positive driver toward business sustainability (pp. 158-185). IGI Global.
Liang, L., Lu, L., & Su, L. (2023). The impact of industrial robot adoption on corporate green innovation in China. Scientific Reports, 13(1), 1-14.
Liang, P., & Chi, Y. (2021). Influence of perceived risk of blockchain art trading on user attitude and behavioral intention. Sustainability, 13(23), 13470.
Maciaszczyk, M., Czechowska-Kosacka, A., Rzepka, A., Lipecki, T., Łazuka, E., & Wlaź, P. (2022). Consumer Awareness of Renewable Energy Sources: The Case of Poland. Energies, 15(22), 8395.
Manrai, R., & Gupta, K. P. (2020). Integrating UTAUT with trust and perceived benefits to explain user adoption of mobile payments. In: Kapur, P.K., Singh, O., Khatri, S.K., Verma, A.K. (eds) Strategic system assurance and business analytics. Asset Analytics. Springer, Singapore, pp 109–121
Mayerl, J., & Best, H. (2019). Attitudes and behavioral intentions to protect the environment: How consistent is the structure of environmental concern in cross-national comparison? International Journal of Sociology, 49, 27 - 52.
McKnight, D.H. (2005). Trust in information technology. The Blackwell Encyclopedia of Management, 7, 329-331.
Mofijur, M., Mahlia, T. M., Silitonga, A. S., Ong, H. C., Silakhori, M., Hasan, M. H., Putra, N., & Rahman, S. M. (2019). Phase change materials (PCM) for solar energy usages and storage: An overview. Energies, 12(16), 3167.
Mukhtarov, S., Aliyev, J., Borowski, P.F., & Disli, M. (2023). Institutional quality and renewable energy transition: Empirical evidence from Poland. Journal of International Studies, 16(3), 208-218.
Namazov, Rashad & Popal, X. (2023). The role of solar panels in energy production. Ecoenergetics, 4, 51-55, 2022.
Nasirov, S., Agostini, C., Silva, C., & Caceres, G. (2018). Renewable energy transition: a market-driven solution for the energy and environmental concerns in Chile. Clean Technologies and Environmental Policy, 20, 3-12.
Nguyen, T. T., Thi Thu Truong, H., & Le-Anh, T. (2023). Online purchase intention under the integration of theory of planned behavior and technology acceptance model. SAGE Open.
Nijsse, J.M., Mercure, F., Ameli, N., Larosa, F., Kothari, S., Rickman, J., Vercoulen, P., & Pollitt, H. (2023). The momentum of the solar energy transition. Nature Communications, 14(1), 6542.
Nunnally J.C., Bernstein I.H. (1994). Psychometric theory (3rd ed.). New York, NY: McGraw-Hill.
Obaideen, K., AlMallahi, M. N., Alami, A. H., Ramadan, M., Abdelkareem, M. A., Shehata, N., & Olabi, A. G. (2021). On the contribution of solar energy to sustainable developments goals: Case study on Mohammed bin Rashid Al Maktoum Solar Park. International Journal of Thermofluids, 12, 100123.
Okpala, I., Nnaji, C., & Awolusi, I. (2022). Wearable sensing devices acceptance behavior in construction safety and health: assessing existing models and developing a hybrid conceptual model. Construction Innovation, 22(1), 57-75.
Olayiwola, O., Elsden, M., & Dhimish, M. (2024). Robotics, Artificial Intelligence, and Drones in Solar Photovoltaic Energy Applications—Safe Autonomy Perspective. Safety, 10(1), 32.
Patil, P.A., Bagi, J.S., & Wagh, M.M. (2017, August). A review on cleaning mechanism of solar photovoltaic panel. In 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS) (pp. 250-256). IEEE.
Rashid, M., Yousif, M., Rashid, Z., Muhammad, A., Altaf, M., & Mustafa, A. (2023). Effect of dust accumulation on the performance of photovoltaic modules for different climate regions. Heliyon, 9(12).
Sattari, A., Abdekhoda, M., & Zarea Gavgani, V. (2017). Determinant factors affecting the web–based training acceptance by health students, applying UTAUT model.
Schumacker, R. E., & Lomax, R. G. (2004). A beginner's guide to structural equation modeling. Psychology press.
Segars, A. H. (1997). Assessing the unidimensionality of measurement: A paradigm and illustration within the context of information systems research. Omega, 25(1), 107-121.
Shiau, W. L., & Chau, P. Y. (2016). Understanding behavioral intention to use a cloud computing classroom: A multiple model comparison approach. Information and Management, 53(3), 355-365.
Shukla, V., & Kumar, N. (Eds.). (2020). Environmental concerns and sustainable development: volume 1: air, water and energy resources (pp. 1-351). Springer Singapore.
Straka, M., Oláh, J., & Kassakorn, N. (2021). Impact of Green Supply Chain Integration on SMEs' Technological and Economic Performance. Global Journal of Entrepreneurship and Management, 2(1), 12-30.
Sun, D., & Böhringer, K. F. (2020). An active self-cleaning surface system for photovoltaic modules using anisotropic ratchet conveyors and mechanical vibration. Microsystems and Nanoengineering, 6(1), 87.
Teo, T., Zhou, M., Fan, A. C. W., & Huang, F. (2019). Factors that influence university students' intention to use Moodle: A study in Macau. Educational Technology Research and Development, 67, 749-766.
Troise, C., O'Driscoll, A., Tani, M., & Prisco, A. (2021). Online food delivery services and behavioural intention–a test of an integrated TAM and TPB framework. British Food Journal, 123(2), 664-683.
Tseng, T. H., Lin, S., Wang, Y. S., & Liu, H. X. (2022). Investigating teachers’ adoption of MOOCs: the perspective of UTAUT2. Interactive Learning Environments, 30(4), 635-650.
Wall, W. P., Khalid, B., Urbański, M., & Kot, M. (2021). Factors influencing consumer’s adoption of renewable energy. Energies, 14(17), 5420.
Xue, L., Rashid, A. M., and Ouyang, S. (2024). The Unified Theory of Acceptance and Use of Technology (UTAUT) in higher education: A systematic review. SAGE Open.