Impact of Economic Awareness on Sustainable Energy Consumption: Results of Research in a Segment of Polish Households
Abstract
:1. Introduction
2. Background of Analysis
3. Materials and Methods
3.1. Methodological Approach
- RQ1:
- What is the level of economic awareness and knowledge about energy saving in Polish households?
- RQ2:
- What is the relationship between the economic awareness of Polish households and their sustainable energy consumption behaviours?
- RQ3:
- How do households with high and low economic awareness differ in terms of their sustainable energy consumption practices?
- RH1:
- There is a positive relationship between the level of economic awareness of Polish households and their sustainable energy consumption practices. Households with higher economic awareness are more likely to engage in behaviors that promote sustainable energy consumption.
- RH2:
- Households with high economic awareness demonstrate a higher level of practices related to sustainable energy consumption compared to households with low economic awareness.
3.2. Questionnaire Development
3.3. Data Collections
3.4. Sample
4. Results
4.1. Cluster Analysis
4.2. Multivariate Analysis of Variance
5. Discussion
6. Conclusions
7. Limitations and Future Research
7.1. Limitations
7.2. Future Research
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
SDGs | United Nations Sustainable Development Goals |
RESs | Renewable Energy Sources |
IEA | International Energy Agency |
EU | European Union |
CAWI | Computer-Assisted Web Interviewing |
RQs | Research Questions |
RHs | Research Hypotheses |
CB | Curtailment Behavior |
EEB | Energy Efficiency Behavior |
CEA | Consumer Energy Awareness |
KES | Knowledge on Energy Saving |
MANOVA | Multivariate Analysis of Variance |
SEC | Sustainable Energy Consumption |
TPB | Theory of Planned Behavior |
References
- Zheng, J.; Qi, T.; Hu, X.; Wu, J.; Wang, W. Energy consumption assessment and economic analysis of a novel sustainable electro-machining auxiliary system. Appl. Energy 2024, 357, 122521. [Google Scholar] [CrossRef]
- Gajdzik, B.; Wolniak, R.; Nagaj, R.; Žuromskaitė-Nagaj, B.; Grebski, W.W. The Influence of the Global Energy Crisis on Energy Efficiency: A Comprehensive Analysis. Energies 2024, 17, 947. [Google Scholar] [CrossRef]
- Gajdzik, B.; Sroka, W.; Vveinhardt, J. Energy Intensity of Steel Manufactured Utilising EAF Technology as a Function of Investments Made: The Case of the Steel Industry in Poland. Energies 2021, 14, 5152. [Google Scholar] [CrossRef]
- Kumar, N.; Garg, P.; Singh, S. Pro-environmental purchase intention towards eco-friendly apparel: Augmenting the theory of planned behavior with perceived consumer effectiveness and environmental concern. J. Glob. Fash. Mark. 2022, 13, 134–150. [Google Scholar] [CrossRef]
- Gyurkovich, M.; Kołata, J.; Pieczara, M.; Zierke, P. Assessment of the Greenery Content in Suburban Multi-Family Housing Models in Poland: A Case Study of the Poznań Metropolitan Area. Sustainability 2024, 16, 3266. [Google Scholar] [CrossRef]
- Piwowar-Sulej, K.; Austen, A.; Iqbal, Q. Fostering three types of green behavior through green HRM in the energy sector: The conditional role of environmental managerial support. Balt. J. Manag. 2023, 18, 509–524. [Google Scholar] [CrossRef]
- Gromek-Broc, K. The European green al and regionalization: Italian and polish case studies. In Regional Approaches to the Energy Transition: A Multidisciplinary Perspective; Springer: Berlin, Germany, 2023; pp. 75–104. [Google Scholar]
- Elroi, H.; Zbigniew, G.; Agnieszka, W.-C.; Piotr, S. Enhancing waste resource efficiency: Circular economy for sustainability and energy conversion. Front. Environ. Sci. 2023, 11, 1303792. [Google Scholar] [CrossRef]
- Zoll, M. Energy governance in the Republic of Poland. In Handbook of Energy Governance in Europe; Springer: Cham, Switzerland, 2022; Volume 2, pp. 923–958. [Google Scholar]
- Housh Sadat, S.Z.; Bararzadeh Ledari, M.; Dehvari, H.; Sahamiyan Moghaddam, M.; Hosseini, M.R. Aligning Net zero energy, carbon Neutrality, and regenerative concepts: An exemplary study of sustainable architectural practices. J. Build. Eng. 2024, 90, 109414. [Google Scholar] [CrossRef]
- Zhao, B. Strategic enterprise management in the age of energy transition: A roadmap for sustainable business practices. Econ. Change Restruct. 2024, 57, 91. [Google Scholar] [CrossRef]
- Cheng, L. Energy transition and the role of circular supply chains: Toward resource efficiency and sustainable economic practices. Econ. Chang. Restruct. 2024, 57, 69. [Google Scholar] [CrossRef]
- World Energy Outlook 2023. Available online: https://www.iea.org/reports/world-energy-outlook-2023 (accessed on 9 May 2024).
- Xie, X.; Liu, Y.; Jiang, X.; Wang, Z.X. Natural resources utilization, ICT growth, and renewable energy consumption: Pathways to sustainable development in China. Resour. Policy 2024, 89, 104562. [Google Scholar] [CrossRef]
- Vuong, T.K. Sustainable Energy Consumption Insights: Understanding Electricity-saving Behaviour Drivers among Young Adults in Ho Chi Minh City. Int. J. Energy Econ. Policy 2024, 14, 524–532. [Google Scholar] [CrossRef]
- Chowdhury, R.R.; Sirisha, K.; Yadav, S.K.; Saxena, S.; Gupta, A. Tracing the Path to Sustainability: A Study on Domestic Electricity Consumption, Historical overview of Renewable energy resources, transitioning to sustainable energy sources and its impact on Health. BIO Web Conf. 2024, 86, 01057. [Google Scholar] [CrossRef]
- Hasan, A.A.-T. Theory of sustainable consumption behavior (TSCB) to predict renewable energy consumption behavior: A case of eco-tourism visitors of Bangladesh. Manag. Environ. Qual. Int. J. 2024, 35, 101–118. [Google Scholar] [CrossRef]
- Cano-Martínez, J.; Peñalvo-López, E.; León-Martínez, V.; Valencia-Salazar, I. Dynamic energy prices for residential users based on Deep Learning prediction models of consumption and renewable generation. Renew. Energy Power Qual. J. 2023, 21, 76–80. [Google Scholar] [CrossRef]
- Phan, T.C. Impact of green investments, green economic growth and renewable energy consumption on environmental, social, and governance practices to achieve the sustainable development goals: A sectoral analysis in the ASEAN economies. Int. J. Eng. Bus. Manag. 2024, 16, 1–12. [Google Scholar] [CrossRef]
- Pata, U.K.; Wang, Q.; Kartal, M.T.; Sharif, A. The role of disaggregated renewable energy consumption on income and load capacity factor: A novel inclusive sustainable growth approach. Geosci. Front. 2024, 15, 101693. [Google Scholar] [CrossRef]
- Srettiwat, N.; Safari, M.; Olcay, H.; Malina, R. A techno-economic evaluation of solar-powered green hydrogen production for sustainable energy consumption in Belgium. Int. J. Hydrogen Energy 2024, 48, 39731–39746. [Google Scholar] [CrossRef]
- Chuang, K.; Yektaii, H.; Outaleb, N.; Bhal, S.; Forbes, P. Towards Sustainable Networks: Attacking Energy Consumption in Wireless Infrastructure with Novel Technologies. IEEE Microw. Mag. 2023, 24, 44–59. [Google Scholar] [CrossRef]
- Liu, X.; Wang, C.; Wu, H.; Yang, C.; Albitar, K. The impact of the new energy demonstration city construction on energy consumption intensity: Exploring the sustainable potential of Chin’s firms. Energy 2023, 283, 128716. [Google Scholar] [CrossRef]
- Gupta, S. Nudging International Sustainable Practices Confirmed with Renewable Energy Consumption. Int. J. Energy Econ. Policy 2023, 13, 494–503. [Google Scholar] [CrossRef]
- Tao, Z.; Ren, Z.; Chen, Y.; Huang, X.; Liu, X. Pathway to sustainable economic growth: Linkage among energy consumption, carbon emissions, climate change and technological innovation. Energy Strategy Rev. 2023, 50, 101253. [Google Scholar] [CrossRef]
- Bukhari, W.A.A.; Pervaiz, A.; Zafar, M.; Sadiq, M.; Bashir, M.F. Role of renewable and non-renewable energy consumption in environmental quality and their subsequent effects on average temperature: An assessment of sustainable development goals in South Korea. Environ. Sci. Pollut. Res. Int. 2023, 30, 115360–115372. [Google Scholar] [CrossRef] [PubMed]
- Baloch, M.A.; Danish; Ulucak, Z.S. Understanding the role of green finance and renewable energy consumption for sustainable development in ACI economies. Clim. Chang. 2023, 176, 151. [Google Scholar] [CrossRef]
- Nyantakyi, G.; Gyimah, J.; Sarpong, F.A.; Sarfo, P.A. Powering sustainable growth in West Africa: Exploring the role of environmental tax, economic development, and financial development in shaping renewable energy consumption patterns. Environ. Sci. Pollut. Res. 2023, 30, 109214–109232. [Google Scholar] [CrossRef] [PubMed]
- “Clean Air 2.0” Programme Launched. Available online: https://www.gov.pl/web/climate/clean-air-20-programme-launched (accessed on 9 May 2024).
- Update of the “Clean Air” Priority Programme. Available online: https://commission.europa.eu/projects/update-clean-air-priority-programme_en (accessed on 9 May 2024).
- Poland Increases Subsidies for Home Solar Panels and Energy Storage. Available online: https://notesfrompoland.com/2022/11/24/poland-increases-subsidies-for-home-solar-panels-and-energy-storage/ (accessed on 9 May 2024).
- Polish Energy Transition Path, Polish Electricity Association. 2020. Available online: https://pkee.pl/wp-content/uploads/2022/11/EN_Report_PKEE.pdf (accessed on 9 May 2024).
- Energy Efficiency Trends and Policies in Poland, Odysse-Mure. 2018. Available online: https://www.odyssee-mure.eu/publications/national-reports/energy-efficiency-poland.pdf (accessed on 9 May 2024).
- Giridar, S.; Saleeshya, P.G.; Kottayil, S.K. Energy conservation through lean initiative in a manufacturing company: A case study. Int. J. Process Manag. Benchmarking 2023, 13, 73–95. [Google Scholar] [CrossRef]
- Peter, O.; Mbohwa, C. Industrial energy conservation initiative and prospect for sustainable manufacturing. Procedia Manuf. 2019, 35, 546–551. [Google Scholar] [CrossRef]
- Van Doren, D.; Giezen, M.; Driessen, P.P.J.; Runhaar, H.A.C. Scaling-up energy conservation initiatives: Barriers and local strategies. Sustain. Cities Soc. 2016, 26, 227–239. [Google Scholar] [CrossRef]
- Ahmad, M.; Peng, T.; Awan, A.; Ahmed, Z. Policy framework considering resource curse, renewable energy transition, and institutional issues: Fostering sustainable development and sustainable natural resource consumption practices. Resour. Policy 2023, 86, 104173. [Google Scholar] [CrossRef]
- Su, S.; Qamruzzaman, M.; Karim, S. Charting a Sustainable Future: The Impact of Economic Policy, Environmental Taxation, Innovation, and Natural Resources on Clean Energy Consumption. Sustainability 2023, 15, 13585. [Google Scholar] [CrossRef]
- Nagaj, R.; Gajdzik, B.; Wolniak, R.; Grebski, W.W. The Impact of Deep Decarbonization Policy on the Level of Greenhouse Gas Emissions in the European Union. Energies 2024, 17, 1245. [Google Scholar] [CrossRef]
- Gajdzik, B.; Jaciow, M.; Wolniak, R.; Wolny, R.; Grebski, W.W. Diagnosis of the Development of Energy Cooperatives in Poland—A Case Study of a Renewable Energy Cooperative in the Upper Silesian Region. Energies 2024, 17, 647. [Google Scholar] [CrossRef]
- Shaikh, I. Impact of COVID-19 pandemic on the energy markets. Econ. Chang. Restruct. 2022, 55, 433–484. [Google Scholar] [CrossRef]
- Report of the World Commission on Environment and Development: Our Common Future, April 1987, Brundtland Report. Available online: https://sustainabledevelopment.un.org/content/documents/5987our-common-future.pdf (accessed on 15 March 2024).
- Sustainable Energy. Available online: https://www.studysmarter.co.uk/explanations/geography/global-resource-management/sustainable-energy/ (accessed on 9 May 2024).
- Sustainable Energy Consumption in Developing Countries. Available online: https://encyclopedia.pub/entry/25958 (accessed on 9 May 2024).
- Lin, B.; Jia, H. Nudging sustainable consumption of residential energy use: A behavioral economics perspective. Front. Eng. Manag. 2023, 10, 540–545. [Google Scholar] [CrossRef]
- Seznec, Y.; Pauletto, S.; Bogdan, C.; Eriksson, E. The Sound of the Future Home Workshop: Ideating Sonic Prototypes for Sustainable Energy Consumption. ACM Int. Conf. Proceeding Ser. 2023, 101–108. [Google Scholar]
- Li, Y.; Mao, Y.; Wang, W.; Wu, N. Net-Zero Energy Consumption Building in China: An Overview of Building-Integrated Photovoltaic Case and Initiative toward Sustainable Future Development. Buildings 2023, 13, 2024. [Google Scholar] [CrossRef]
- Bashir, M.F.; Shahbaz, M.; Malik, M.N.; Ma, B.; Wang, J. Energy transition, natural resource consumption and environmental degradation: The role of geopolitical risk in sustainable development. Resour. Policy 2023, 85, 103985. [Google Scholar] [CrossRef]
- Jiménez Encarnación, D.; Metheney, E.A.; Thuvander, L.; Kalmykova, Y.; Rosado, L. Revealing patterns in household product consumption and sharing: An approach to support urban governance towards a sustainable sharing economy. Sustain. Prod. Consum. 2024, 45, 244–264. [Google Scholar] [CrossRef]
- Almulhim, A.I.; Abubakar, I.R. A segmentation approach to understanding water consumption behavioral patterns among households in Saudi Arabia for a sustainable future. Resour. Environ. Sustain. 2024, 15, 100144. [Google Scholar] [CrossRef]
- Rodriguez-Montoya, C. A taxonomy of demand management strategies for sustainable water consumption in urban households. Urban Water J. 2024, 21, 1–9. [Google Scholar] [CrossRef]
- Kehayova-Stoycheva, M.; Vasilev, J. Developing a Household Sustainable Consumption Index Calculator—Marketing and IT Dimensions. TEM J. 2023, 12, 2101–2111. [Google Scholar] [CrossRef]
- Bogusz, M.; Matysik-Pejas, R.; Krasnodębski, A.; Dziekański, P. Sustainable Consumption of Households According to the Zero Waste Concept. Energies 2023, 16, 6516. [Google Scholar] [CrossRef]
- Biresselioglu, M.E.; Kentmen-Cin, C.; Demir, M.H.; Ceviker-Cinar, G.; Ozcureci, B. How to Exploit Sustainable Food Consumption Habits of Individuals: Evidence from a Household Survey in Izmir, Türkiye. Sustainability 2023, 15, 8271. [Google Scholar] [CrossRef]
- Alwadi, B.M.; Aravamudhan, V.; Mohanasundaram, K.; Abduljawad, M. The Role of Smart Technologies in Reducing Energy Consumption and Promoting Sustainable Practices in Households and Businesses. In Proceedings of the International Conference on Information Technology: Cybersecurity Challenges for Sustainable Cities (ICIT 2023), Amman, Jordan, 9–10 August 2023; pp. 327–334. [Google Scholar]
- Schäufele-Elbers, I.; Janssen, M. Consumer segmentation based on three dimensions of sustainable food consumption: A simultaneous analysis of meat, organic food, and sweet snack purchases based on household panel data in Germany. Front. Nutr. 2023, 10, 1140636. [Google Scholar] [CrossRef]
- Streimikiene, D. Use of Nudges for Promotion of Sustainable Energy Consumption in Households. Contemp. Econ. 2023, 17, 1–9. [Google Scholar] [CrossRef]
- Malleeswaran, B.; Uthayakumar, R. A sustainable pharmaceutical supply chain model for household energy consumption and expiration cost under decision making approach. Clean. Eng. Technol. 2022, 11, 100568. [Google Scholar] [CrossRef]
- Gajdzik, B.; Jaciow, M.; Wolniak, R.; Wolny, R.; Grebski, W. Assessment of Energy and Heat Consumption Trends and Forecasting in the Small Consumer Sector in Poland Based on Historical Data. Resources 2023, 12, 111. [Google Scholar] [CrossRef]
- Gajdzik, B.; Jaciow, M.; Wolniak, R.; Wolny, R.; Grebski, W.W. Energy Behaviors of Prosumers in Example of Polish Households. Energies 2023, 16, 3186. [Google Scholar] [CrossRef]
- Gajdzik, B.; Jaciow, M.; Wolny, R. Types of E-Consumers and Their Implications for Sustainable Consumption—A Study of the Behavior of Polish E-Consumers in the Second Decade of the 21st Century. Sustainability 2023, 15, 12647. [Google Scholar] [CrossRef]
- Kaur, J.; Mogaji, E.; Wadera, D.; Gupta, S. Sustainable consumption practices in Indian households: A saga of environment management linked to Indian ethos and generational differences. Soc. Bus. Rev. 2022, 17, 441–468. [Google Scholar] [CrossRef]
- Oraedu, C.; Idoko, E.C.; Ugwuanyi, C.C.; Nwanmuoh, E.E.; Onyishi, I.E. Does smart meter really stimulate households’ sustainable electricity consumption behaviour? An attitudinal-behavioural study. Energy Effic. 2022, 15, 21. [Google Scholar] [CrossRef]
- Liobikienė, G.; Brizga, J. Sustainable Consumption in the Baltic States: The Carbon Footprint in the Household Sector. Sustainability 2022, 14, 1567. [Google Scholar] [CrossRef]
- Muster, V.; Iran, S.; Münsch, M. The cultural practice of decluttering as household work and its potentials for sustainable consumption. Front. Sustain. 2022, 3, 958538. [Google Scholar] [CrossRef]
- Streimikiene, D.; Kyriakopoulos, G.L.; Lekavicius, V.; Pazeraite, A. How to support sustainable energy consumption in households? Acta Montan. Slovaca 2022, 27, 479–490. [Google Scholar]
- Jelev, S.; Mladenova, G.; Stoimenova, B. A Behavioral Research Approach to Sustainable Household Consumption in Three Bulgarian Cities. J. Pediatr. Pharmacol. Ther. 2022, 28, 85–110. [Google Scholar]
- Krastevich, T.; Smokova, M. Does the Degree of Urbanisation Affect Sustainable Household Consumption? (Some Empirical Evidence). Manag. Mark. 2021, 16, 187–209. [Google Scholar] [CrossRef]
- Gherheș, V.; Fărcașiu, M.A. Sustainable behavior amongomaniann students: A perspective on electricity consumption in households. Sustainability 2021, 13, 9357. [Google Scholar] [CrossRef]
- Streimikiene, D.; Stankuniene, G. Nudges for enhancing sustainable energy consumption in households. In Handbook of Research on Novel Practices and Current Successes in Achieving the Sustainable Development Goals; IGI Global: Hershey, PA, USA, 2021; pp. 180–210. [Google Scholar]
- Rashid, N.K.A.; Sulaiman, N.F.C.; Anang, Z.; Hasan, F.A.; Wahid, H. Survey dataset on the level of sustainable consumption of Malaysian households from the perspective of income and consumption expenditure. Data Brief 2021, 35, 106743. [Google Scholar] [CrossRef] [PubMed]
- Jonek-Kowalska, I. Demonstrating the need for a just transition: Socioeconomic diagnosis of Polish cities living on hard coal mining. Resour. Policy 2024, 89, 104576. [Google Scholar] [CrossRef]
- Jonek-Kowalska, I.; Rupacz, S. The Innovative Nature of Selected Polish Companies in the Energy Sector Compared to the Use of Renewable Energy Sources from a Financial and an Investor’s Perspective. Resources 2023, 12, 147. [Google Scholar] [CrossRef]
- Ehsan, S.; Begum, R.A.; Abdul Maulud, K.N.; Yaseen, Z.M. Households’ perceptions and socio-economic determinants of climate change awareness: Evidence from Selangor Coast Malaysia. J. Environ. Manag. 2022, 316, 115261. [Google Scholar] [CrossRef] [PubMed]
- Rahman, H.U.; Zahid, M.; Ullah, M.; Al-Faryan, M.A.S. Green supply chain management and firm sustainable performance: The awareness of China Pakistan Economic Corridor. J. Clean. Prod. 2023, 414, 137502. [Google Scholar] [CrossRef]
- Khaskheli, M.B.; Wang, S.; Yan, X.; He, Y. Innovation of the Social Security, Legal Risks, Sustainable Management Practices and Employee Environmental Awareness in The China–Pakistan Economic Corridor. Sustainability 2023, 15, 1021. [Google Scholar] [CrossRef]
- Marchi, L. Level of Awareness and Economic Constraints as Barriers to Sustainable Factories. Adv. Glob. Chang. Res. 2022, 72, 13–23. [Google Scholar]
- Das, S.C.; Ali, H.; Khan, M.A.-A.; Shaikh, A.A.; Alrasheedi, A.F. Inventory model for green products with payment strategy, selling price and green level dependent demand using teaching learning based optimization algorithm. Sci. Rep. 2024, 14, 3033. [Google Scholar] [CrossRef] [PubMed]
- Liu, C.; Li, W.; Chang, L.; Ji, Q. How to govern greenwashing behaviors in green finance products: A tripartite evolutionary game approach. Financ. Innov. 2024, 10, 34. [Google Scholar] [CrossRef]
- Liu, X. The introduction and market expansion effects of green products considering network externalities. Omega 2024, 124, 103017. [Google Scholar] [CrossRef]
- Rama, A.S.; Yasri; Susanto, P. The effect of environmental awareness as a moderation on determinants of green product purchase intention. Glob. J. Environ. Sci. Manag. 2024, 10, 699–712. [Google Scholar]
- Guo, X.; Zhang, Y.; Luo, F.; Dong, Z.Y. User-centric recommendations on energy-efficient appliances in smart grids: A Multi-task learning approach. Knowl.-Based Syst. 2024, 284, 111219. [Google Scholar] [CrossRef]
- Luo, X.; Liu, J. Research on Consumer Energy-Saving Awareness Based on Online Reviews of Energy-Efficient Home Appliances. Lect. Notes Electr. Eng. 2024, 1132, 100–107. [Google Scholar]
- Park, J.; Woo, J. Analyzing consumer’ willingness to purchase energy-efficient appliances in response to energy price changes: Case study of South Korea. Energy Econ. 2023, 127, 107088. [Google Scholar] [CrossRef]
- Fang, H.; Rehman, U.U.; Mahmood, T. Identification of Eco-Friendly Transportation Mode by Employing Complex Intuitionistic Fuzzy Multi-Criteria Decision-Making Approach Based on Probability Aggregation Operators. IEEE Access 2024, 12, 32983–32999. [Google Scholar] [CrossRef]
- Alshamrani, A.; Sengupta, D.; Das, A.; Nayeem, M.K.; Aqlan, F. Optimal Design of an Eco-Friendly Transportation Network under Uncertain Parameters. Sustainability 2023, 15, 5538. [Google Scholar] [CrossRef]
- Kweon, S.; Lee, J.; Ku, D.; Kim, S.; Lee, S. Improvement of the Benefits for Eco-friendly Transportation Projects. Chem. Eng. Trans. 2023, 106, 475–480. [Google Scholar]
- Zuhroh, D.; Jermias, J.; Ratnasari, S.L.; Nurjanah, E.; Fahlevi, M. The role of GoJek and Grab sharing economy platforms and management accounting systems usage on performance of MSMEs during covid-19 pandemic: Evidence from Indonesia. Uncertain Supply Chain Manag. 2024, 12, 249–262. [Google Scholar] [CrossRef]
- Ranjbari, M.; Shams Esfandabadi, Z.; Siebers, P.-O.; Pisano, P.; Quatraro, F. Digitally enabled food sharing platforms towards effective waste management in a circular economy: A system dynamics simulation model. Technovation 2024, 130, 102939. [Google Scholar] [CrossRef]
- Jaciow, M.; Rudawska, E.; Sagan, A.; Tkaczyk, J.; Wolny, R. The Influence of Environmental Awareness on Responsible Energy Consumption—The Case of Households in Poland. Energies 2022, 15, 5339. [Google Scholar] [CrossRef]
- Ai, W.; Chen, Y.; Mei, Q.; Ye, J.; Zhang, L. Putting Teams into the Gig Economy: A Field Experiment at a Ride-Sharing Platform. Manag. Sci. 2023, 69, 5336–5353. [Google Scholar] [CrossRef]
- Spandagos, C.; Tovar Reaños, M.A.; Lynch, M.Á. Public acceptance of sustainable energy innovations in the European Union: A multidimensional comparative framework for national policy. J. Clean. Prod. 2022, 340, 130721. [Google Scholar] [CrossRef]
- Bórawski, P.; Wyszomierski, R.; Bełdycka-Bórawska, A.; Dunn, J.W.; Rokicki, T. Development of Renewable Energy Sources in the European Union in the Context of Sustainable Development Policy. Energies 2022, 15, 1545. [Google Scholar] [CrossRef]
- Spring, C.R.; Cirella, G.T. Fostering Sustainable Development: Green Energy Policy in the European Union and the United States. In Human Settlements: Urbanization, Smart Sector Development, and Future Outlook; Advances in 21st Century Human Settlements; Springer: Singapore, 2022; pp. 101–137. [Google Scholar]
- Häbel, S.; Hakala, E. Policy coherence for sustainable development and environmental security: A case study of European Union policies on renewable energy. Environ. Policy Gov. 2021, 31, 633–646. [Google Scholar] [CrossRef]
- Kartika, I.T.; Cangara, A.R.; Nasrun, M.; Darwis; Marifat, I.D.N. Interaction between the European Unio’s renewable energy directives and Indonesi’s sustainable palm oil policy. IOP Conf. Ser. Earth Environ. Sci. 2020, 575, 012228. [Google Scholar] [CrossRef]
- Bertoldi, P. Overview of the European Union policies to promote more sustainable behaviours in energy end-users. In Energy and Behaviour: Towards a Low Carbon Future; Academic Press: Cambridge, MA, USA, 2019; pp. 451–477. [Google Scholar]
- Kowalik, J.; Zawada, M.; Szajt, M.; Kucȩba, R. Implementation of Energy Policy in the European Union Countries in the Aspect of their Sustainable Development. IOP Conf. Ser. Earth Environ. Sci. 2018, 164, 012004. [Google Scholar] [CrossRef]
- Karageorgou, V. The Environmental Integration Principle in EU Law: Normative Content and Functions also in Light of New Developments, such as the European Green Deal. Eur. Pap. A J. Law Integr. 2023, 8, 159–189. [Google Scholar]
- Gajdzik, B.; Siwiec, D.; Wolniak, R.; Pacana, A. Approaching open innovation in customization frameworks for product prototypes with emphasis on quality and life cycle assessment (QLCA). J. Open Innov. Technol. Mark. Complex. 2024, 10, 100268. [Google Scholar] [CrossRef]
- Episkoposyan, Y.A. Analysis of Some EU Legal Initiatives Within the Green New Deal Framework. Adv. Glob. Chang. Res. 2023, 73, 493–503. [Google Scholar]
- Kattelmann, F.; Siegle, J.; Montenegro, R.C.; Blesl, M.; Fahl, U. How to reach the new green deal targets: Analysing the necessary burden sharing within the EU using a multi-model approach. Energies 2021, 14, 7971. [Google Scholar] [CrossRef]
- Maya-Drysdale, D.; Jensen, L.K.; Mathiesen, B.V. Energy vision strategies for the EU green new deal: A case study of European cities. Energies 2020, 13, 2194. [Google Scholar] [CrossRef]
- Hafner, M.; Raimondi, P.P. Priorities and challenges of the EU energy transition: From the European Green Package to the new Green Deal. Russ. J. Econ. 2020, 6, 374–389. [Google Scholar] [CrossRef]
- Coelho, J.; Oliveira, T.; Neves, C.; Karatzas, S. Adoption of digital twins as a sustainable energy solution: Determinants to adoption in household. Heliyon 2024, 10, 25782. [Google Scholar] [CrossRef]
- Manirathinam, T.; Narayanamoorthy, S.; Geetha, S.; Ahmadian, A.; Kang, D. Sustainable renewable energy system selection for self-sufficient households using integrated fermatean neutrosophic fuzzy stratified AHP-MARCOS approach. Renew. Energy 2023, 218, 119292. [Google Scholar] [CrossRef]
- RWE Polska. Świadomość Energetyczna Polaków. 2013. Available online: https://kipdf.com/wiadomo-energetyczna-polakow_5aff65a48ead0e67878b45e1.html (accessed on 10 April 2024).
- Ropuszyńska-Surma, E.; Węglarz, M. Proekologiczne i prooszczędnościowe zachowania gospodarstw domowych jako konsumentów energii. Wroc. Econ. Rev. 2018, 24, 23–39. [Google Scholar] [CrossRef]
- CBOS. Świadomość Ekologiczna Polaków. 2020. Available online: https://www.cbos.pl/SPISKOM.POL/2020/K_163_20.PDF (accessed on 10 April 2024).
- Khare, A. Consumers’ susceptibility to interpersonal influence as a determining factor of ecologically conscious behavior. Mark. Intell. Plan. 2014, 32, 2–20. [Google Scholar] [CrossRef]
- Kaiser, F.G.; Wilson, M. Goal-directed conservation behavior: The specific composition of a general performance. Personal. Individ. Differ. 2004, 36, 1531–1544. [Google Scholar] [CrossRef]
- PKEE Polski Komitet Energii Elektrycznej. Available online: https://pkee.pl/aktualnosci/dziewieciu-na-dziesieciu-polakow-deklaruje-ze-oszczedza-energie-elektryczna/ (accessed on 10 April 2024).
- Słupik, S. Świadomy konsument energii w województwie śląskim w świetle badań ankietowych. Stud. Ekon. 2015, 232, 215–224. [Google Scholar]
- Zareban, I.; Oudi-Akbari, Z.; Jadgal, M.S.; Ansari, H.; Hosseinzehi Zamani, J. Effectiveness of the application of an educational program based on the Theory of Planned Behavior (TPB) in adopting preventive behaviors among mothers who have thalassemia children in Iran: A randomized controlled trial. Egypt. J. Med. Hum. Genet. 2024, 25, 45. [Google Scholar] [CrossRef]
- Almrafee, M.; Akaileh, M. Customer’ purchase intention of renewable energy in Jordan: The case of solar panel systems using an extended theory of planned behavior (TPB). Int. J. Energy Sect. Manag. 2024, 18, 457–473. [Google Scholar] [CrossRef]
- Kamar, M.; Maher, A.; Salem, I.E.; Elbaz, A.M. Gamification impact on tourists’ pro-sustainability intentions: Integration of technology acceptance model (TAM) and the theory of planned behaviour (TPB). Tour. Rev. 2024, 79, 487–504. [Google Scholar] [CrossRef]
- Shetu, S.N. Application of Theory of Planned Behavior (TPB) on fast-food consumption preferences among generation Z in Dhaka City, Bangladesh: An empirical study. J. Foodserv. Bus. Res. 2024, 27, 320–355. [Google Scholar] [CrossRef]
- Özel, Ç.H.; Çoban, E. Tourist’ intention to visit a destination where child labor is employed: An application of the theory of planned behavior (TPB). J. Hosp. Tour. Insights 2023, 6, 2382–2399. [Google Scholar] [CrossRef]
- Suzianti, A.; Wibowo, A.P.; Fibra, A. A Strategy to Increase Employee’ Positive Behaviour during Implementation Organizational Transformation Using Theory of Planned Behaviour (TPB). E3S Web Conf. 2023, 426, 01004. [Google Scholar] [CrossRef]
- Albayati, H.; Alistarbadi, N.; Rho, J.J. Assessing engagement decisions in NFT Metaverse based on the Theory of Planned Behavior (TPB). Telemat. Inform. Rep. 2023, 10, 100045. [Google Scholar] [CrossRef]
- Mouloudj, K.; Bouarar, A.C.; Mouloudj, S. Extension of the theory of planned behaviour (TPB) to predict farmer’ intention to save energy. AIP Conf. Proc. 2023, 2683, 020002. [Google Scholar]
- Huang, L. Exploring College Student’ Entrepreneurial Aptitude and Factors Influencing Entrepreneurial Exit: A Study Grounded in the Theory of Planned Behaviour (TPB). Int. J. Oper. Quant. Manag. 2023, 29, 343–363. [Google Scholar]
- Phuong Dung, P.T.; Minh An, H.; Huy, P.Q.; Dinh Quy, N.L. Understanding the startup’s intention of digital marketing’s learners: An application of the theory of planned behavior (TPB) and technology acceptance method (TAM). Cogent Bus. Manag. 2023, 10, 2219415. [Google Scholar] [CrossRef]
- Gajdzik, B.; Wolniak, R. Smart Production Workers in Terms of Creativity and Innovation: The Implication for Open Innovation. J. Open Innov. Technol. Mark. Complex. 2022, 8, 68. [Google Scholar] [CrossRef]
- Ali, N.; Nakayama, S.; Yamaguchi, H. Using the extensions of the theory of planned behavior (TPB) for behavioral intentions to use public transport (PT) in Kanazawa, Japan. Transp. Res. Interdiscip. Perspect. 2023, 17, 100742. [Google Scholar] [CrossRef]
- Gansser, O.A.; Reich, C.S. Influence of the New Ecological Paradigm (NEP) and environmental concerns on pro-environmental behavioral intention based on the Theory of Planned Behavior (TPB). J. Clean. Prod. 2023, 382, 134629. [Google Scholar] [CrossRef]
- Islam, M.A.; Saidin, Z.H.; Ayub, M.A.; Islam, M.S. Modelling behavioural intention to buy apartments in Bangladesh: An extended theory of planned behaviour (TPB). Heliyon 2022, 8, e10519. [Google Scholar] [CrossRef]
- Abbasi, G.A.; Kumaravelu, J.; Goh, Y.-N.; Dara Singh, K.S. Understanding the intention to revisit a destination by expanding the theory of planned behaviour (TPB). Span. J. Mark. ESIC 2022, 25, 282–311. [Google Scholar] [CrossRef]
- Ding, L.; Yang, Y.; Hu, Q.; Liu, M. Residents’ acceptance of using desalinated water in China based on the theory of planned behaviour (TPB). Mar. Policy 2022, 123, 104293. [Google Scholar]
- Liu, M.T.; Liu, Y.; Mo, Z. Moral norm is the key: An extension of the theory of planned behaviour (TPB) on Chinese consumer’ green purchase intention. Asia Pac. J. Mark. Logist. 2020, 32, 1823–1841. [Google Scholar] [CrossRef]
- Azzopardi, L.; Liu, J. Search under Uncertainty: Cognitive Biases and Heuristics—Tutorial on Modeling Search Interaction using Behavioral Economics. In Proceedings of the 2024 Conference on Human Information Interaction and Retrieval (CHIIR 2024), Sheffield, UK, 10–14 March 2024; pp. 427–430. [Google Scholar]
- Teleaba, F.; Popescu, S.; Santa, R. Managing Quality Perception Along the Customer Journey: A Behavioral Economics Approach. Lect. Notes Mech. Eng. 2020, 491–507. [Google Scholar]
- Richter, A.; Ruß, J.; Schelling, S. Insurance customer behavior: Lessons from behavioral economics. Risk Manag. Insur. Rev. 2019, 22, 183–205. [Google Scholar] [CrossRef]
- Sai Krishnan, S.; Iyer, S.S.; Sai Balaji, S.M.R. Insights from behavioral economics for policymakers of choice-based health insurance markets: A scoping review. Risk Manag. Insur. Rev. 2022, 25, 115–143. [Google Scholar] [CrossRef]
- Gajdzik, B.; Tobór-Osadnik, K.; Wolniak, R.; Grebski, W.W. European Climate Policy in the Context of the Problem of Methane Emissions from Coal Mines in Poland. Energies 2024, 17, 2396. [Google Scholar] [CrossRef]
- Jing, X.; Song, M.; Gao, C.; Li, L.; Liu, W. Analysis of the decision-making process of prosumers in the transactive energy market: From the perspective of traditional economics and behavioral economics. In Proceedings of the 2022 IEEE 5th International Electrical and Energy Conference CIEEC, Nanjing, China, 27–29 May 2022; pp. 4679–4684. [Google Scholar]
- Baum, I.; Beldowski, J.; Solomon, D. Regulation of Information About Unfolding Events in Securities Markets: A Behavioral Economics Perspective. Econ. Anal. Law Eur. Leg. Scholarsh. 2021, 11, 101–128. [Google Scholar]
- Özdemir, O. Behavioral economics and energy market. In Routledge Handbook of Energy Economics; Routledge: London, UK, 2019; pp. 534–564. [Google Scholar]
- Gamba, A.; Bottasso, A. Consumer inertia in energy markets: Insights from behavioral economics. Econ. Pubblica 2019, 2019, 113–130. [Google Scholar] [CrossRef]
- Radukic, S.; Mastilo, Z.; Kostic, Z.; Mastilo, D. Measuring the Market Power in the Context of the Behavioural Economics and Industrial Organization. In Modeling Economic and Social Behaviour; Nova Science Publishers, Inc.: Hauppauge, NY, USA, 2020; pp. 245–259. [Google Scholar]
- Namirembe, G.; Mukwaya, P.I.; Mugagga, F.; Kisira, Y. Insights into home biogas technology adoption dynamics through the lens of the diffusion of innovation theory in Uganda. Energy Sustain. Dev. 2024, 80, 101425. [Google Scholar] [CrossRef]
- Ayanwale, M.A.; Ndlovu, M. Investigating factors of student’ behavioral intentions to adopt chatbot technologies in higher education: Perspective from expanded diffusion theory of innovation. Comput. Hum. Behav. Rep. 2024, 14, 100396. [Google Scholar] [CrossRef]
- Koloseni, D.; Mandari, H. Expediting financial inclusion in Tanzania using FinTech: The perspective of diffusion of innovation theory. Technol. Sustain. 2023, 3, 171–194. [Google Scholar] [CrossRef]
- Ejigu, A.K.; Yeshitela, K. Envisioning sustainable sanitation planning: A unified approach of diffusion of innovation and theory of planned behavior in predicting ecosan toilet adoption in Arba Minch City, Ethiopia. Front. Environ. Sci. 2024, 12, 1371659. [Google Scholar] [CrossRef]
- Simpson, G.; Clifton, J. Testing Diffusion of Innovations Theory with data: Financial incentives, early adopters, and distributed solar energy in Australia. Energy Res. Soc. Sci. 2017, 29, 12–22. [Google Scholar] [CrossRef]
- Chua, Z.C.; Ashtine, M.; Wheeler, S. Innovation Diffusion Theory—Identifying behavioural heterogeneity in the EV and V2G Markets. Eceee Summer Study Proc. 2022, 855–863. [Google Scholar]
- Hu, H.; Xu, J.; Yang, J. Research on Customer Service Strategy of Electricity Retail Market Based on Diffusion of Innovations Theory. In Proceedings of the 2021 Power System and Green Energy Conference (PSGEC 2021), Virtual, 20–22 August 2021; pp. 161–165. [Google Scholar]
- Branstad, A.; Solem, B.A. Emerging theories of consumer-driven market innovation, adoption, and diffusion: A selective review of consumer-oriented studies. J. Bus. Res. 2020, 116, 561–571. [Google Scholar] [CrossRef]
- Kwasek, A.; Maciaszczyk, M.; Kocot, M.; Gąsiński, H.; Prokopowicz, D. Energy Saving Practices in the IT Area as a Factor of Sustainable Development of the Organization: A Case Study of Poland. Energies 2023, 16, 1942. [Google Scholar] [CrossRef]
- Matuszewska-Janica, A.; Żebrowska-Suchodolska, D.; Mazur-Dudzińska, A. The situation of households on the energy market in the european union: Consumption, prices, and renewable energy. Energies 2021, 14, 6364. [Google Scholar] [CrossRef]
- Piekut, M. The consumption of renewable energy sources (Res) by the european union households between 2004 and 2019. Energies 2021, 14, 5560. [Google Scholar] [CrossRef]
- Bijańska, J.; Wodarski, K. Hard coal production in Poland in the aspect of climate and energy policy of the European Union and the war in Ukraine. Investment case study. Resour. Policy 2024, 88, 104390. [Google Scholar] [CrossRef]
- Aydin, M.; Erdem, A. Analyzing the impact of resource productivity, energy productivity, and renewable energy consumption on environmental quality in EU countries: The moderating role of productivity. Resour. Policy 2024, 89, 104613. [Google Scholar] [CrossRef]
- Kazak, J.K.; Chodkowska-Miszczuk, J.; Chrobak, G.; Mrówczyńska, M.; Martinát, S. Renewable energy creditors versus renewable energy debtors: Seeking a pattern in a sustainable energy transition during the climate crisis. Anthr. Rev. 2023, 10, 750–770. [Google Scholar] [CrossRef]
- Dudkiewicz, E.; Ludwińska, A. Family Dwelling House Localization in Poland as a Factor Influencing the Economic Effect of Rainwater Harvesting System with Underground Tank. Sustainability 2023, 15, 10687. [Google Scholar] [CrossRef]
- Karimi Alavijeh, N.; Ahmadi Shadmehri, M.T.; Nazeer, N.; Zangoei, S.; Dehdar, F. The role of renewable energy consumption on environmental degradation in EU countries: Do institutional quality, technological innovation, and GDP matter? Environ. Sci. Pollut. Res. 2023, 30, 44607–44624. [Google Scholar] [CrossRef] [PubMed]
- Poschmann, J.; Bach, V.; Finkbeiner, M. Are the EU climate ambitions reflected on member-state level for greenhouse gas reductions and renewable energy consumption shares? Energy Strategy Rev. 2022, 43, 100936. [Google Scholar] [CrossRef]
- Apergis, N.; Pinar, M. The role of party polarization in renewable energy consumption: Fresh evidence across the EU countries. Energy Policy 2021, 157, 112518. [Google Scholar] [CrossRef]
Factor | Description |
---|---|
Energy Efficiency | Household appliances and systems are designed to consume less energy, reducing electricity usage and environmental impacts. Energy-efficient practices contribute to lower utility bills and decreased greenhouse gas emissions. |
Waste Reduction and Recycling | Implementation of waste reduction strategies such as recycling, composting, and reducing single-use items minimizes landfill waste and conserves resources. It promotes a circular economy by extending the lifespan of materials. |
Sustainable Transportation | Utilization of eco-friendly transportation options such as walking, biking, public transit, or electric vehicles reduces carbon emissions and reliance on fossil fuels. It contributes to improved air quality and reduced traffic congestion. |
Water Conservation | Adoption of water-saving fixtures, practices, and landscaping techniques helps conserve freshwater resources and reduces water consumption. It mitigates pressure on water sources and promotes ecological balance. |
Ethical and Fair Trade Products | Preference for products sourced from ethical and fair trade practices supports responsible production and consumption. It ensures equitable treatment of workers, promotes social justice, and fosters sustainable livelihoods. |
Local and Seasonal Food Choices | Selection of locally sourced and seasonal foods reduces the carbon footprint associated with transportation and supports regional economies. It promotes biodiversity, reduces food miles, and fosters community resilience. |
Eco-Friendly Home Design | Incorporation of sustainable design principles such as passive solar heating, efficient insulation, and use of renewable materials minimizes environmental impacts and enhances energy efficiency. It promotes healthier indoor environments and reduces operational costs. |
Conscious Consumer Behavior | Mindful purchasing decisions, such as buying durable and repairable products, avoiding overconsumption, and supporting environmentally responsible brands, contribute to sustainable consumption patterns. They foster a culture of conscious consumerism and promote responsible resource stewardship. |
Sustainable Consumption | Economic Awareness | Description |
---|---|---|
Adoption of Green Products | Understanding of Environmental Costs | Customers with heightened economic awareness comprehend the environmental costs associated with products. They are more likely to opt for green products, considering the broader ecological implications of their consumption choices. |
Preference for Energy-Efficient Appliances | Recognition of Long-Term Savings | Economically aware customers appreciate the long-term cost savings associated with energy-efficient appliances. They prioritize products that offer higher efficiency, considering the potential reduction in utility bills and life-cycle costs. |
Embrace of Sustainable Packaging | Valuing Circular Economy Principles | Customers with economic awareness recognize the inefficiencies of traditional linear production–consumption models. They prioritize products with sustainable packaging, supporting circular economy principles and minimizing waste generation. |
Investment in Eco-Friendly Transportation | Understanding the Total Cost of Ownership | Economically aware customers factor in the total cost of ownership, including maintenance, fuel, and environmental impacts, when selecting transportation options. They may choose eco-friendly alternatives such as electric vehicles or public transit to optimize long-term costs. |
Support for Fair Trade and Ethical Products | Consideration of Social Costs | Customers with economic awareness acknowledge the social costs associated with production processes, including labor conditions and supply chain ethics. They prefer fair trade and ethically sourced products aligning with their values and principles. |
Participation in Sharing Economy Platforms | Maximizing Utilization and Cost Efficiency | Economically aware customers seek to optimize resource utilization and minimize costs. They embrace sharing economy platforms such as ride-sharing and accommodation-sharing services, recognizing the economic and environmental benefits of collaborative consumption. |
Area of Impact | Description |
---|---|
Increased Supply of Renewable Energy | The New Green Deal aims to significantly increase the production of renewable energy sources like solar, wind, and geothermal energy. This provides households with a cleaner and more sustainable source of electricity. As the share of renewables in the grid rises, the overall carbon footprint of household energy consumption is likely to decrease. |
Energy Efficiency Improvements | The New Green Deal might incentivize energy efficiency upgrades in households through financial support for technologies like high-efficiency appliances, improved building insulation, and smart grid infrastructure. These upgrades could lead to a reduction in overall household energy demand, lowering reliance on traditional energy sources. |
Behavioral Change and Education | The New Green Deal might prioritize initiatives to educate households about sustainable energy practices. They could involve public awareness campaigns, educational programs, and financial incentives for adopting energy-saving behaviors. Such efforts could promote responsible energy consumption patterns and potentially influence household energy usage. |
Smart Grid Infrastructure | Investments in smart grid technology could allow for a more dynamic and efficient energy distribution system. This would enable better management of peak demand periods and potentially lead to lower energy costs for households. Additionally, smart meters could provide households with real-time feedback on their energy consumption, empowering them to make informed choices and potentially reduce their energy usage. |
Electrification of Appliances and Transportation | The New Green Deal might promote the transition towards electric vehicles and appliances. This could lead to a shift in household energy consumption patterns, with electricity replacing fossil fuels for transportation and heating purposes. However, this transition would require a robust and sustainable electric grid infrastructure to support the increased demand. |
Measurement Scale Items |
---|
Curtailment Behavior (CB) |
CB_1: Electrical appliances are left on standby in our home. |
CB_2: When not in use, we unplug chargers for electronic devices such as tablets, phones, and laptops. |
CB_3: We make a point to switch off lights upon exiting a room. CB_4: During winter, I keep windows open extensively to allow fresh air in. |
CB_5: I opt for showers over baths. |
CB_6: Laundry is washed only when there is a full load. |
CB_7: I wash clothes without using a prewash cycle. |
CB_8: At hotels, I request daily towel changes. |
CB_9: A clothes dryer is utilized. |
CB_10: I lower the heating when leaving the apartment for more than four hours in winter. |
CB_11: Throughout winter, heating is maintained to avoid wearing sweaters. |
CB_12: We select ECO programs on the washing machine/dishwasher. |
CB_13: Only the necessary amount of water is boiled in the kettle. |
CB_14: Lids are used during cooking. |
Energy Efficiency Behavior (EEB) |
EEB_1: When acquiring new RTV/household appliances, I prioritize the highest energy efficiency. |
EEB_2: I have invested in more costly light bulbs that conserve energy. |
EEB_3: My household appliances are energy efficient. EEB_4: I only open the fridge when I need to; I don’t leave it open for no reason. EEB_5: I make sure to clean/defrost the fridge regularly. EEB_6: I place the products in the fridge in such a way that it consumes as little electricity as possible. EEB_7: I only run the dishwasher when it’s full. |
Consumer Energy Awareness (CEA) |
CEA_1: I am aware of the electricity tariff I am on. CEA_2: I understand the charges on my energy bill. CEA_3: I am informed about electricity rates. CEA_4: I am familiar with my electricity expenditure. CEA_5: I am aware of my electricity consumption. |
Knowledge on Energy Saving (KES) |
KES_1: I am familiar with several effective methods for energy conservation. KES_2: I understand the energy ratings for household appliances and consumer electronics. KES_3: I have knowledge of the energy efficiency classifications for light bulbs. |
Characteristic | Item | % |
---|---|---|
Gender | Female | 55.2 |
Male | 41.8 | |
Other | 0.7 | |
No answer | 2.3 | |
Age (years) | 18–23 | 22.6 |
24–37 | 18.5 | |
38–45 | 20.8 | |
46–52 | 18.7 | |
53 and older | 19.4 | |
Education | Primary | 2.3 |
Vocational | 6.7 | |
Secondary | 36.2 | |
Higher | 54.9 | |
Number of household members | 1 person | 9.6 |
2 persons | 25.6 | |
3 persons | 22.2 | |
4 persons | 27.4 | |
5 persons | 10.2 | |
6 persons or more | 5.0 | |
Self-assessment of the material situation | Very bad | 1.1 |
Bad | 3.6 | |
Sufficient | 28.8 | |
Good | 53.2 | |
Very good | 13.4 | |
Place of residence | Rural area | 24.8 |
City, up to 100,000 residents | 26.7 | |
City, 101,000–500,000 residents | 31.6 | |
City, over 501,000 residents | 16.9 | |
Property type | Detached house | 41.6 |
Terraced house | 8.3 | |
Flat in a multi-family building | 50.1 | |
Usable floor space | Minimum | 20.0 |
Maximum | 650.0 | |
Mean | 109.3 | |
Median | 85.00 | |
Heat source | Central heating | 42.7 |
Coal heating | 17.0 | |
Gas heating | 26.4 | |
Electric heating | 3.9 | |
Heat pump | 5.7 | |
Other | 4.3 | |
Monthly Electricity Costs (in €) | Up to 23.3 | 17.2 |
23.4–46.6 | 34.8 | |
46.7–69.9 | 25.5 | |
70 and more | 22.5 |
CEA | KES | |||||
---|---|---|---|---|---|---|
Low | Medium | High | Low | Medium | High | |
n | 263 | 503 | 639 | 198 | 436 | 771 |
% | 18.7 | 35.7 | 45.4 | 14.1 | 30.9 | 54.7 |
CEA vs. CB | Χ2 | p | C | n |
---|---|---|---|---|
CB_1 | 42.52 | <0.001 | 0.172 | 1387 |
CB_2 | 83.38 | <0.001 | 0.237 | 1395 |
CB_3 | 57.59 | <0.001 | 0.199 | 1390 |
CB_4 | 9.05 | 0.339 | 0.080 | 1393 |
CB_5 | 22.82 | 0.004 | 0.128 | 1361 |
CB_6 | 19.27 | 0.014 | 0.114 | 1387 |
CB_7 | 17.08 | 0.029 | 0.112 | 1338 |
CB_8 | 15.39 | 0.052 | 0.109 | 1268 |
CB_9 | 15.25 | 0.055 | 0.115 | 1130 |
CB_10 | 15.29 | 0.054 | 0.107 | 1311 |
CB_11 | 5.145 | 0.742 | 0.061 | 1371 |
CB_12 | 45.85 | <0.001 | 0.184 | 1304 |
CB_13 | 34.11 | <0.001 | 0.155 | 1379 |
CB_14 | 24.53 | 0.002 | 0.132 | 1382 |
CEA vs. EEB | Χ2 | p | C | n |
EEB_1 | 39.53 | <0.001 | 0.169 | 1339 |
EEB_2 | 57.28 | <0.001 | 0.200 | 1374 |
EEB_3 | 52.88 | <0.001 | 0.193 | 1362 |
EEB_4 | 35.41 | <0.001 | 0.158 | 1378 |
EEB_5 | 60.60 | <0.001 | 0.208 | 1336 |
EEB_6 | 87.26 | <0.001 | 0.245 | 1366 |
EEB_7 | 17.06 | <0.029 | 0.121 | 1146 |
KES vs. CB | Χ2 | p | C | n |
CB_1 | 24.94 | 0.002 | 0.133 | 1387 |
CB_2 | 44.21 | <0.001 | 0.175 | 1395 |
CB_3 | 46.62 | <0.001 | 0.180 | 1390 |
CB_4 | 11.87 | 0.157 | 0.092 | 1393 |
CB_5 | 53.02 | <0.001 | 0.194 | 1361 |
CB_6 | 70.98 | <0.001 | 0.221 | 1387 |
CB_7 | 30.65 | <0.001 | 0.150 | 1338 |
CB_8 | 24.39 | 0.002 | 0.137 | 1268 |
CB_9 | 25.25 | 0.001 | 0.148 | 1130 |
CB_10 | 27.05 | <0.001 | 0.142 | 1311 |
CB_11 | 45.77 | <0.001 | 0.180 | 1371 |
CB_12 | 84.30 | <0.001 | 0.246 | 1304 |
CB_13 | 69.45 | <0.001 | 0.219 | 1379 |
CB_14 | 94.08 | <0.001 | 0.252 | 1382 |
KES vs. EEB | Χ2 | p | C | n |
EEB_1 | 257.86 | <0.001 | 0.402 | 1339 |
EEB_2 | 280.55 | <0.001 | 0.412 | 1374 |
EEB_3 | 193.64 | <0.001 | 0.353 | 1362 |
EEB_4 | 54.28 | <0.001 | 0.195 | 1378 |
EEB_5 | 83.48 | <0.001 | 0.243 | 1336 |
EEB_6 | 105.60 | <0.001 | 0.268 | 1366 |
EEB_7 | 65.83 | <0.001 | 0.233 | 1146 |
Indicator | Value | F | Hypothesis df | Error df | Sig. |
---|---|---|---|---|---|
Pillai’s Trace | 0.967 | 571.586 | 21.000 | 415.000 | <0.001 |
Wilks’ Lambda | 0.033 | 571.586 | 21.000 | 415.000 | <0.001 |
Hotelling’s Trace | 28.924 | 571.586 | 21.000 | 415.000 | <0.001 |
Roy’s Largest Root | 28.924 | 571.586 | 21.000 | 415.000 | <0.001 |
Indicator | Value | F | Hypothesis df | Error df | Sig. |
---|---|---|---|---|---|
Pillai’s Trace | 0.914 | 334.296 | 21.000 | 662.000 | <0.001 |
Wilks’ Lambda | 0.086 | 334.296 | 21.000 | 662.000 | <0.001 |
Hotelling’s Trace | 10.605 | 334.296 | 21.000 | 662.000 | <0.001 |
Roy’s Largest Root | 10.605 | 334.296 | 21.000 | 662.000 | <0.001 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Gajdzik, B.; Jaciow, M.; Hoffmann-Burdzińska, K.; Wolny, R.; Wolniak, R.; Grebski, W.W. Impact of Economic Awareness on Sustainable Energy Consumption: Results of Research in a Segment of Polish Households. Energies 2024, 17, 2483. https://doi.org/10.3390/en17112483
Gajdzik B, Jaciow M, Hoffmann-Burdzińska K, Wolny R, Wolniak R, Grebski WW. Impact of Economic Awareness on Sustainable Energy Consumption: Results of Research in a Segment of Polish Households. Energies. 2024; 17(11):2483. https://doi.org/10.3390/en17112483
Chicago/Turabian StyleGajdzik, Bożena, Magdalena Jaciow, Kinga Hoffmann-Burdzińska, Robert Wolny, Radosław Wolniak, and Wiesław Wes Grebski. 2024. "Impact of Economic Awareness on Sustainable Energy Consumption: Results of Research in a Segment of Polish Households" Energies 17, no. 11: 2483. https://doi.org/10.3390/en17112483
APA StyleGajdzik, B., Jaciow, M., Hoffmann-Burdzińska, K., Wolny, R., Wolniak, R., & Grebski, W. W. (2024). Impact of Economic Awareness on Sustainable Energy Consumption: Results of Research in a Segment of Polish Households. Energies, 17(11), 2483. https://doi.org/10.3390/en17112483