https://m2.mtmt.hu/ hun 2026-07-26 14:51 JournalArticle 37079362 ADMIN_APPROVED true This paper was supported by the János Bolyai Research Scholarship of the Hungarian Academy of Sciences. 0 false 2026-07-16T10:31:50.229+0000 2026-07-16T09:29:13.282+0000 2026-04-16T18:16:05.363+0000 true 10072023 Jaber Mohammad /api/author/10072023 Author Jaber Mohammad (Environmental and Energy Economics) true 2026-07-16T09:29:09.272+0000 2026-07-16T09:29:09.272+0000 2026-07-16T09:29:13.468+0000 true 10021800 Páczelt Nóra /api/admin/10021800 Admin Páczelt Nóra (ME GTK admin 5) true 10021800 true false true 24 24 /api/publicationtype/24 PublicationType Folyóiratcikk 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType Folyóiratcikk 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType Szakcikk (Folyóiratcikk) 101 true 10000059 true 1 /api/category/1 Category Tudományos true 1 Molnár, László true 20104127 false true /api/journal/20104127 2772-655X REVIEWED Journal World Development Sustainability 2772-655X true false false 8 100303 100303 19 2026 This study examines the determinants of household intention to adopt residential solar photovoltaic (PV) systems in two coal-dependent regions of the European Union – Northern Hungary and Poland’s Śląskie Voivodeship, thereby addressing the limited theoretical and comparative evidence that is available about late-adopter, fossil-fuel-intensive contexts. The novelty of the research lies in the application of an extended Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) model to the persuasion stage of the diffusion of innovations. This integrates additional constructs (compatibility, education, personal innovativeness, and cost perceptions) to capture the contextual and socio-technical specificities of household energy decisions. Data were collected through an online survey in 2025 among potential adopters aged 30–59 (N = 353). Structural equation modeling (SEM) using SmartPLS was employed to assess the drivers of adoption intention and compare effects across the two regions. The findings show that performance expectancy, price value, hedonic motivation, facilitating conditions, education, and personal innovativeness significantly shape adoption intention, though their importance varies between Hungary and Poland. Social influence, compatibility, and perceived costs do not significantly affect intention in either region. These results reveal that households in coal-intensive areas remain highly sensitive to institutional support structures, technological benefits, and individual predispositions. The study advances theoretical work by contextualizing the UTAUT2 framework within early-stage renewable energy adoption in post-communist coal+ regions. From a practice perspective, it demonstrates that policies that enhance procedural clarity, subsidy stability, and access to installers can strengthen households’ willingness to adopt solar PV, supporting a more equitable and accelerated energy transition. true true 2026 true true true false true false GOLD 2026-07-16 true https://doi.org/10.1016/j.wds.2026.100303 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 9 Q1 false false false false 2026-05-21T06:49:53.751+0000 Marketing és Turizmus Intézet (ME / GTK); Nemzetközi és Gazdaságtan Tanszék (NJE / GTK); Világ- és Regionális Gazdaságtan Intézet (ME / GTK) 3 13 3 5 0 false Language 10002 /api/language/10002 Angol Angol English true 2 true PersonAuthorship 137319437 /api/authorship/137319437 Molnár, László [Molnár, László (Kutatás-fejleszté...), szerző] Marketing és Turizmus Intézet (ME / GTK) 1 0.2 true false false Author 10024283 /api/author/10024283 Molnár László (Kutatás-fejlesztés, marketingkutatás) Molnár László true 10024283 true Molnár László true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PersonAuthorship 137319438 /api/authorship/137319438 Szép, Tekla [Szép, Tekla (Közgazdaságtan), szerző] Világ- és Regionális Gazdaságtan Intézet (ME / GTK) 2 0.2 false false false Author 10027661 /api/author/10027661 Szép Tekla (Közgazdaságtan) Szép Tekla true 10027661 true Szép Tekla true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PersonAuthorship 137319439 /api/authorship/137319439 Jaber, Mohammad [Jaber, Mohammad (Environmental and...), szerző] Nemzetközi és Gazdaságtan Tanszék (NJE / GTK) 3 0.2 false false false Author 10072023 /api/author/10072023 Jaber Mohammad (Environmental and Energy Economics) Jaber Mohammad true true Jaber Mohammad true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PersonAuthorship 137319440 /api/authorship/137319440 Dańkowska, Alicja 4 0.2 false false false Dańkowska Alicja true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PersonAuthorship 137319441 /api/authorship/137319441 Husu, Hanna-Mari 5 0.2 false true false Husu Hanna-Mari true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PublicationIdentifier 31848007 /api/publicationidentifier/31848007 DOI: 10.1016/j.wds.2026.100303 PlainSource 6 /api/publicationsource/6 DOI PublicationSourceType 10001 /api/publicationsourcetype/10001 DOI true true true DOI DOI https://doi.org/@@@ true true 6 true GOLD true IDENTICAL 10.1016/j.wds.2026.100303 https://doi.org/10.1016/j.wds.2026.100303 false true PublicationIdentifier 32651925 /api/publicationidentifier/32651925 REAL: 242341 SwordSource 36 /api/publicationsource/36 REAL PublicationSourceType 10007 /api/publicationsourcetype/10007 Repozitórium true true true REAL REAL https://real.mtak.hu/@@@ true true 36 true GREEN true 242341 https://real.mtak.hu/242341 false true PublicationIdentifier 31981980 /api/publicationidentifier/31981980 Scopus: 105037380088 PlainSource 3 /api/publicationsource/3 Scopus PublicationSourceType 10003 /api/publicationsourcetype/10003 Indexelő adatbázis false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 105037380088 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-105037380088 false true PublicationIdentifier 31848008 /api/publicationidentifier/31848008 Egyéb URL: https://linkinghub.elsevier.com/retrieve/pii/S2772655X26000364 PlainSource 40 /api/publicationsource/40 Egyéb URL PublicationSourceType 10006 /api/publicationsourcetype/10006 Link true true true Egyéb URL Other URL @@@ true true 40 true https://linkinghub.elsevier.com/retrieve/pii/S2772655X26000364 https://linkinghub.elsevier.com/retrieve/pii/S2772655X26000364 false true Keyword 1538997 /api/keyword/1538997 energy transition true true Keyword 1640541 /api/keyword/1640541 solar PV true true Keyword 1694262 /api/keyword/1694262 Technology acceptance true true Keyword 1889801 /api/keyword/1889801 UTAUT2 true true Keyword 4217210 /api/keyword/4217210 Household sector true true SjrRating 11723946 /api/sjrrating/11723946 sjr:Q1 (2026) Scopus - Geography, Planning and Development World Development Sustainability 2772-655X 133 0.24 journal RatingType 10002 /api/ratingtype/10002 sjr sjr true true ClassificationExternal 3305 /api/classificationexternal/3305 Scopus - Geography, Planning and Development true 3305 true Q1 FROM_LAST_YEAR true true Reference 74578748 /api/reference/74578748 1. Marzouk 2024: Towards sustainable urbanization in new cities: Social acceptance and preferences of agricultural and solar energy systems., Technol. Soc., 77, DOI: 10.1016/j.techsoc.2024.102561 1 10.1016/j.techsoc.2024.102561 false true Reference 74578749 /api/reference/74578749 2. Öhrlund 2020: Rising with the sun? Encouraging solar electricity self-consumption among apartment owners in Sweden., ENERGY Res. Soc. Sci., 64, DOI: 10.1016/j.erss.2020.101424 2 10.1016/j.erss.2020.101424 false true Reference 74578750 /api/reference/74578750 3. Szép 2025: A napelemes rendszerek szerepe a részvételen alapuló energiaátmenetben., Közgazdasági Szle, 72, p. 259, DOI: 10.18414/KSZ.2025.3.259 3 10.18414/KSZ.2025.3.259 false true Reference 74578751 /api/reference/74578751 4. Szulecki 2018: Conceptualizing energy democracy., Environ. Polit., 27, p. 21, DOI: 10.1080/09644016.2017.1387294 4 10.1080/09644016.2017.1387294 false true Reference 74578752 /api/reference/74578752 5. Rogers 2003: Diffusion of Innovations 5 false true Reference 74578753 /api/reference/74578753 6. Štreimikienė 2022: Renewable Energy Acceptance by Households: Evidence from Lithuania., Sustainability, 14, DOI: 10.3390/su14148370 6 10.3390/su14148370 false true Reference 74578754 /api/reference/74578754 7. Shakeel 2023: Solar PV adoption at household level: Insights based on a systematic literature review., Energy Strategy Rev, 50, DOI: 10.1016/j.esr.2023.101178 7 10.1016/j.esr.2023.101178 false true Reference 74578755 /api/reference/74578755 8. Vasseur 2015: The adoption of PV in the Netherlands: A statistical analysis of adoption factors., Renew. Sustain. Energy Rev., 41, p. 483, DOI: 10.1016/j.rser.2014.08.020 8 10.1016/j.rser.2014.08.020 false true Reference 74578756 /api/reference/74578756 9. Aggarwal 2019: Diffusion of residential RT solar – is lack of funds the real issue?., Int. J. Energy Sect. Manag., 14, p. 316, DOI: 10.1108/IJESM-02-2019-0004 9 10.1108/IJESM-02-2019-0004 false true Reference 74578757 /api/reference/74578757 10. Aggarwal 2021: Diffusion of RT Solar PV in Suburbs of Delhi/NCR, India: Triggers of Architect Recommendation Intent., Vision, 25, p. 285, DOI: 10.1177/0972262919894144 10 10.1177/0972262919894144 false true Reference 74578758 /api/reference/74578758 11. Ding 2021: How does satisfaction of solar PV users enhance their trust in the power grid? - Evidence from PPAPs in rural China., Energy Sustain. Soc., 11, p. 31, DOI: 10.1186/s13705-021-00306-4 11 10.1186/s13705-021-00306-4 false true Reference 74578759 /api/reference/74578759 12. Große-Kreul 2022: What will drive household adoption of smart energy? Insights from a consumer acceptance study in Germany., Util. Policy, 75, DOI: 10.1016/j.jup.2021.101333 12 10.1016/j.jup.2021.101333 false true Reference 74578760 /api/reference/74578760 13. Gumz 2022: Social Influence as a Major Factor in Smart Meters’ Acceptance: Findings from Brazil., Results Eng, 15, DOI: 10.1016/j.rineng.2022.100510 13 10.1016/j.rineng.2022.100510 false true Reference 74578761 /api/reference/74578761 14. Ferreira 2023: Consumer’s intention to use and recommend smart home technologies: The role of environmental awareness., Energy, 263, DOI: 10.1016/j.energy.2022.125814 14 10.1016/j.energy.2022.125814 false true Reference 74578762 /api/reference/74578762 15. Molnár 2025: Technology acceptance of balcony solar systems in Hungary – exploring influencing factors in a late-adopter country., Manag. Environ. Qual. Int. J., 36, p. 329, DOI: 10.1108/MEQ-06-2024-0242 15 10.1108/MEQ-06-2024-0242 false true Reference 74578763 /api/reference/74578763 16. Miranda 2015: Technology adoption in diffusion of innovations perspective: introduction of an ERP system in a non-profit organization., Rev. Adm. E Inov., 13, p. 48, DOI: 10.1016/j.rai.2016.02.002 16 10.1016/j.rai.2016.02.002 false true Reference 74578764 /api/reference/74578764 17. MVM Hálózat, ‘Háztartási méretű kiserőművek’. Accessed: Sep. 07, 2024. [Online]. Available: https://www.mvmhalozat.hu/aram/oldalak/1644 17 false true Reference 74578765 /api/reference/74578765 18. LaBelle 2020: Energy Cultures. Technology, Justice, and Geopolitics in Eastern Europe 18 false true Reference 74578766 /api/reference/74578766 19. Mączka 2025: Are Poland and Hungary pushed toward or pulled by energy transition? A narrative analysis of experts’ views., Energy Policy, 200, DOI: 10.1016/j.enpol.2025.114557 19 10.1016/j.enpol.2025.114557 false true Reference 74578767 /api/reference/74578767 20. World Economic Forum, ‘Fostering Effective Energy Transition 2025’, 2025. Accessed: Jul. 25, 2025. [Online]. Available: https://www.weforum.org/publications/fostering-effective-energy-transition-2025/ 20 false true Reference 74578768 /api/reference/74578768 21. European Commission, ‘Initiative for coal regions in transition’. Accessed: Sep. 01, 2023. [Online]. Available: https://energy.ec.europa.eu/topics/oil-gas-and-coal/eu-coal-regions/initiative-coal-regions-transition_en 21 false true Reference 74578769 /api/reference/74578769 22. Szép 2025: Hol vannak az energiaszegények? Az energiaátmenet kihívásai Észak-Magyarországon., Észak-Magyarországi Strat. Füzetek, 22 22 false true Reference 74578770 /api/reference/74578770 23. Christianson 2021: A woman’s honor tumbles down on all of us in the family, but a man’s honor is only his”: young women’s experiences of patriarchal chastity norms., Int. J. Qual. Stud. Health Well-Being, 16, DOI: 10.1080/17482631.2020.1862480 23 10.1080/17482631.2020.1862480 false true Reference 74578771 /api/reference/74578771 24. Schulte 2022: A meta-analysis of residential PV adoption: the important role of perceived benefits, intentions and antecedents in solar energy acceptance., Energy Res. Soc. Sci., 84, DOI: 10.1016/j.erss.2021.102339 24 10.1016/j.erss.2021.102339 false true Reference 74578772 /api/reference/74578772 25. Solargis, ‘Solar resource maps of Hungary’. Accessed: Mar. 07, 2024. [Online]. Available: https://solargis.com/maps-and-gis-data/download/hungary 25 false true Reference 74578773 /api/reference/74578773 26. Eurostat, ‘Database’. Accessed: Jun. 11, 2025. [Online]. Available: https://ec.europa.eu/eurostat/web/main/data/database 26 false true Reference 74578774 /api/reference/74578774 27. Directorate-General for Communication, ‘Poland - Draft updated NECP 2021-2030 - European Commission’. Accessed: Jul. 22, 2025. [Online]. Available: https://commission.europa.eu/publications/poland-draft-updated-necp-2021-2030_en 27 false true Reference 74578775 /api/reference/74578775 28. Directorate-General for Communication, ‘Hungary - Final updated NECP 2021-2030 (submitted in 2024) - European Commission’. Accessed: Jul. 22, 2025. [Online]. Available: https://commission.europa.eu/publications/hungary-final-updated-necp-2021-2030-submitted-2024_en 28 false true Reference 74578776 /api/reference/74578776 29. D. Arányi and A. Molnár, ‘Green light to wind energy! Facilitating wind power regulations in Hungary’. Accessed: Mar. 20, 2024. [Online]. Available: https://www.twobirds.com/en/insights/2024/hungary/green-light-to-wind-energy-facilitating-wind-power-regulations-in-hungary 29 false true Reference 74578777 /api/reference/74578777 30. Energiaügyi Minisztérium, ‘Nemzeti Energia- és Klímaterv. 2024. évi aktualizált változat.’, 2024. Accessed: Dec. 11, 2024. [Online]. Available: https://commission.europa.eu/publications/hungary-final-updated-necp-2021-2030-submitted-2024_en 30 false true Reference 74578778 /api/reference/74578778 31. Ministerstwo Klimatu i Środowiska, ‘Krajowy Plan w dziedzinie Energii i Klimatu - Ministerstwo Klimatu i Środowiska’. Accessed: Aug. 04, 2025. [Online]. Available: https://www.gov.pl/web/klimat/krajowy-plan-na-rzecz-energii-i-klimatu 31 false true Reference 74578779 /api/reference/74578779 32. Innovációs és Technológiai Minisztérium, ‘Nemzeti Energiastratégia 2030’, 2020. 32 false true Reference 74578780 /api/reference/74578780 33. Dańkowska 2025: Getting warmed up: Challenges to participatory decarbonization of a local residential heating system in Poland., Environ. Innov. Soc. Transit., 55, DOI: 10.1016/j.eist.2024.100959 33 10.1016/j.eist.2024.100959 false true Reference 74578781 /api/reference/74578781 34. MEKH, ‘Hivatalos statisztika’. Accessed: Dec. 23, 2022. [Online]. Available: http://www.mekh.hu/hivatalos-statisztika 34 false true Reference 74578782 /api/reference/74578782 35. 2022: Census 2022., Census 35 false true Reference 74578783 /api/reference/74578783 36. Wiśniewski 2024: Rynek fotowoltaiki w Polsce., Instytut Energii Odnawialnej 36 false true Reference 74578784 /api/reference/74578784 37. URE - Urząd Regulacji Energetyki, ‘Raport – wytwarzanie energii elektrycznej w mikroinstalacjach w 2024 r.’, 2024. Accessed: Aug. 04, 2025. [Online]. Available: https://file://C:/Users/aa000801/Downloads/RAPORT_art_17_za_2024.pdf 37 false true Reference 74578785 /api/reference/74578785 38. Świder 2025: 14 proc. domów jednorodzinnych w Polsce ma własną instalację fotowoltaiczną., Biznes Interia. Accessed: 38 false true Reference 74578786 /api/reference/74578786 39. D. Ciepiela, ‘Polska jest w europejskiej czołówce fotowoltaiki. Gonimy też w pompach ciepła’, wnp.pl. Accessed: Aug. 04, 2025. [Online]. Available: https://www.wnp.pl/energia/polska-jest-w-europejskiej-czolowce-fotowoltaiki-gonimy-tez-w-pompach-ciepla,765565.html 39 false true Reference 74578787 /api/reference/74578787 40. 2025: Raport „Rynek Fotowoltaiki w Polsce 2022., EC BREC Instytut Energetyki Odnawialnej | Fotowoltaika 40 false true Reference 74578788 /api/reference/74578788 41. Act No. LXXXVI of 2007 on electricity. 2007. Accessed: Feb. 20, 2025. [Online]. Available: https://njt.hu/jogszabaly/2007-86-00-00.16 41 false true Reference 74578789 /api/reference/74578789 42. 273/2007. (X. 19.) Government decree. 2007. Accessed: Feb. 20, 2025. [Online]. Available: https://njt.hu/jogszabaly/2007-273-20-22 42 false true Reference 74578790 /api/reference/74578790 43. E. C. European Parliament, ‘Directive (EU) 2019/944 of the European Parliament and of the Council of 5 June 2019 on common rules for the internal market for electricity and amending Directive 2012/27/EU’. Accessed: Jan. 14, 2025. [Online]. Available: https://eur-lex.europa.eu/eli/dir/2019/944/oj/eng 43 false true Reference 74578791 /api/reference/74578791 44. Tomczyk 2025: Solar panels on every rooftop? Photovoltaics boom in Poland and the role of the European Union funds., Energy Res. Soc. Sci., 125, DOI: 10.1016/j.erss.2025.104107 44 10.1016/j.erss.2025.104107 false true Reference 74578792 /api/reference/74578792 45. Wirkus 2025: Jak wygląda rynek fotowoltaiki w Polsce w 2024 roku? - ZielonaGospodarka.pl., Zielona gospodarka - polski ekoportal informacyjny 45 false true Reference 74578793 /api/reference/74578793 46. Varga 2024: THE CHANGING REGULATORY LAND- SCAPE OF HOUSEHOLD SELF-CONSUMP- TION., REKK 46 false true Reference 74578794 /api/reference/74578794 47. MVM, ‘MVM ∼ Háztartási méretű kiserőmű’. Accessed: Aug. 28, 2024. [Online]. Available: https://www.mvmnext.hu/aram/pages/aloldal.jsp?id=12796452 47 false true Reference 74578795 /api/reference/74578795 48. Petela 2023: Analiza stopnia wykorzystania OZE w województwie śląskim – określenie stanu referencyjnego., Politechnika Śląska, Katedra Techniki Cieplnej 48 false true Reference 74578796 /api/reference/74578796 49. Hungarian Central Statistical Office, ‘Összefoglaló táblák (STADAT) – Központi Statisztikai Hivatal’. Accessed: Jul. 23, 2025. [Online]. Available: https://www.ksh.hu/stadat 49 false true Reference 74578797 /api/reference/74578797 50. Stachura 2022: Spatial Solar Energy Potential of Photovoltaic Panels Surrounded by Protected Mountain Ranges., Civ. Environ. Eng. Rep., 32, p. 73 50 false true Reference 74578798 /api/reference/74578798 51. LaBelle 2025: Why neighbors matter in the energy transition: The diffusion of social practices, technologies, and knowledge between municipalities., Renew. Sustain. Energy Transit., 7 51 false true Reference 74578799 /api/reference/74578799 52. Csoknyai 2024: Report: Heat transition options for the least performing buildings of Hungary., FEANTSA 52 false true Reference 74578800 /api/reference/74578800 53. Szép 2025: A háztartási méretű napelemes rendszerek térbeli mintázata a hazai járásokban., Statisztikai Szle, 103, p. 113, DOI: 10.20311/stat2025.02.hu0113 53 10.20311/stat2025.02.hu0113 false true Reference 74578801 /api/reference/74578801 54. Szép 2023: Landscape” of energy burden: role of solid fuels in Central and Eastern European residential heating., Int. J. Sustain. Energy Plan. Manag., 37, p. 61 54 false true Reference 74578802 /api/reference/74578802 55. Davis 1992: Extrinsic and Intrinsic Motivation to Use Computers in the Workplace 1., J. Appl. Soc. Psychol., 22, DOI: 10.1111/j.1559-1816.1992.tb00945.x 55 10.1111/j.1559-1816.1992.tb00945.x false true Reference 74578803 /api/reference/74578803 56. Thompson 1991: Personal computing: Toward a conceptual model of utilization., MIS Q., p. 125, DOI: 10.2307/249443 56 10.2307/249443 false true Reference 74578804 /api/reference/74578804 57. Rogers 2014: Diffusion of innovations.An integrated approach to communication theory and research, p. 432 57 false true Reference 74578805 /api/reference/74578805 58. Compeau 1995: Computer Self-Efficacy: Development of a Measure and Initial Test., MIS Q, 19, DOI: 10.2307/249688 58 10.2307/249688 false true Reference 74578806 /api/reference/74578806 59. Venkatesh 2003: User Acceptance of Information Technology: Toward a Unified View., MIS Q, 27, DOI: 10.2307/30036540 59 10.2307/30036540 false true Reference 74578807 /api/reference/74578807 60. Venkatesh 2012: Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology., MIS Q, 36, DOI: 10.2307/41410412 60 10.2307/41410412 false true Reference 74578808 /api/reference/74578808 61. Shetty 2024: Sustainable mobility perspectives: exploring the impact of UTAUT2 model on fostering electric vehicle adoption in India., Manag. Environ. Qual. Int. J., DOI: 10.1108/MEQ-08-2023-0257 61 10.1108/MEQ-08-2023-0257 false true Reference 74578809 /api/reference/74578809 62. Venkatesh 2003: User Acceptance of Information Technology: Toward a Unified View., MIS Q, 27, DOI: 10.2307/30036540 62 10.2307/30036540 false true Reference 74578810 /api/reference/74578810 63. Venkatesh 2012: Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology., MIS Q, 36, DOI: 10.2307/41410412 63 10.2307/41410412 false true Reference 74578811 /api/reference/74578811 64. Agarwal 2023: ISM-MICMAC-based study on key enablers in the adoption of solar renewable energy products in India., Technol. Soc., 75, DOI: 10.1016/j.techsoc.2023.102375 64 10.1016/j.techsoc.2023.102375 false true Reference 74578812 /api/reference/74578812 65. Ameli 2015: Determinants of households’ investment in energy efficiency and renewables: evidence from the OECD survey on household environmental behaviour and attitudes., Environ. Res. Lett., 10, DOI: 10.1088/1748-9326/10/4/044015 65 10.1088/1748-9326/10/4/044015 false true Reference 74578813 /api/reference/74578813 66. Hidiroglou 2001: Double Sampling., Surv. Methodol. 66 false true Reference 74578814 /api/reference/74578814 67. Kock 2018: Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methods., Inf. Syst. J., 28, p. 227, DOI: 10.1111/isj.12131 67 10.1111/isj.12131 false true Reference 74578815 /api/reference/74578815 68. Bekti 2022: Determining Factors Affecting Customer Intention to Use Rooftop Solar Photovoltaics in Indonesia., Sustainability, 14, p. 280, DOI: 10.3390/su14010280 68 10.3390/su14010280 false true Reference 74578816 /api/reference/74578816 69. Ragragio 2024: Perceived Risk and Reward Factors on Residential Solar Pv Adoption in the Philippines an Integration of Utaut, Tpb and Tam., Social Science Research Network, Rochester, NY 69 false true Reference 74578817 /api/reference/74578817 70. Alam 2021: Factors Affecting Photovoltaic Solar Technology Usage Intention among Households in Malaysia: Model Integration and Empirical Validation., Sustainability, 13, p. 1773, DOI: 10.3390/su13041773 70 10.3390/su13041773 false true Reference 74578818 /api/reference/74578818 71. Sun 2020: Consumer attitude and purchase intention toward rooftop photovoltaic installation: The roles of personal trait, psychological benefit, and government incentives., Energy Environ, 31, p. 21, DOI: 10.1177/0958305X17754278 71 10.1177/0958305X17754278 false true Reference 74578819 /api/reference/74578819 72. Alam 2021: Factors Affecting Photovoltaic Solar Technology Usage Intention among Households in Malaysia: Model Integration and Empirical Validation., Sustainability, 13, p. 1773, DOI: 10.3390/su13041773 72 10.3390/su13041773 false true Reference 74578820 /api/reference/74578820 73. Brislin 1970: Back-Translation for Cross-Cultural Research., J. Cross-Cult. Psychol., 1, p. 185, DOI: 10.1177/135910457000100301 73 10.1177/135910457000100301 false true Reference 74578821 /api/reference/74578821 74. Lados 2020: Financial subsidies and the location decision of solar power plants in Hungary: An empirical investigation., Reg. Stat., 10, p. 166, DOI: 10.15196/RS100207 74 10.15196/RS100207 false true Reference 74578822 /api/reference/74578822 75. Atsu 2021: The state of solar PV and performance analysis of different PV technologies grid-connected installations in Hungary., Renew. Sustain. Energy Rev., 141, DOI: 10.1016/j.rser.2021.110808 75 10.1016/j.rser.2021.110808 false true Reference 74578823 /api/reference/74578823 76. Kowalska-Pyzalska 2018: An Empirical Analysis of Green Electricity Adoption Among Residential Consumers in Poland., Sustainability, 10, p. 2281, DOI: 10.3390/su10072281 76 10.3390/su10072281 false true Reference 74578824 /api/reference/74578824 77. Zdonek 2022: Evaluation of the Program Subsidizing Prosumer Photovoltaic Sources in Poland., Energies, 15, p. 846, DOI: 10.3390/en15030846 77 10.3390/en15030846 false true Reference 74578825 /api/reference/74578825 78. Zdonek 2023: Perception of Prosumer Photovoltaic Technology in Poland: Usability, Ease of Use, Attitudes, and Purchase Intentions., Energies, 16, p. 4674, DOI: 10.3390/en16124674 78 10.3390/en16124674 false true Reference 74578826 /api/reference/74578826 79. Słupik 2021: Energy-Related Behaviour of Consumers from the Silesia Province (Poland)—Towards a Low-Carbon Economy., Energies, 14, p. 2218, DOI: 10.3390/en14082218 79 10.3390/en14082218 false true Reference 74578827 /api/reference/74578827 80. Ropuszyńska-Surma 2018: Profiling End User of Renewable Energy Sources among Residential Consumers in Poland., Sustainability, 10, p. 4452, DOI: 10.3390/su10124452 80 10.3390/su10124452 false true Reference 74578828 /api/reference/74578828 81. Andolfi 2025: Smart Choices: The Influence of Energy Literacy on Energy Technology Adoption., Energy Proc, 55, p. 9 81 false true Reference 74578829 /api/reference/74578829 82. Moors 2023: SUSTAINABILITY IN PRIVATE HOUSEHOLDS - INVESTIGATING ACCEPTANCE OF SMART ENERGY APPS., ECIS 2023 Res. Pap. 82 false true Reference 74578830 /api/reference/74578830 83. 2024: Regional profile Lower Silesia, Poland 83 false true Reference 74578831 /api/reference/74578831 84. Frankowski 2020: WOJEWÓDZTWO ŚLĄSKIE W PUNKCIE ZWROTNYM TRANSFORMACJI., IBS Research Report, 2 84 false true Reference 74578832 /api/reference/74578832 85. Szabo 2022: Energy Governance in Hungary.Handbook of Energy Governance in Europe, p. 737 85 false true Reference 74578833 /api/reference/74578833 86. Somosi 2024: The Hungarian energy policy from the system change to mature EU membership – adequacy with regard to current challenges.Public Policy in Transition Economies 86 false true Reference 74578834 /api/reference/74578834 87. Angowski 2021: Factors Affecting the Adoption of Photovoltaic Systems in Rural Areas of Poland., Energies, 14, p. 5272, DOI: 10.3390/en14175272 87 10.3390/en14175272 false true Reference 74578835 /api/reference/74578835 88. Bornemann 2018: Future governance of individual energy consumption behavior change—A framework for reflexive designs., Energy Res. Soc. Sci., 35, p. 140, DOI: 10.1016/j.erss.2017.10.040 88 10.1016/j.erss.2017.10.040 false true Reference 74578836 /api/reference/74578836 89. Levis 2024: Trust in Implementing Institutions, Ecological Behavior and Decentralized Environmental Governance: The Case of Switzerland., Swiss Polit. Sci. Rev., 30, p. 357, DOI: 10.1111/spsr.12625 89 10.1111/spsr.12625 false true /api/publication/37079362 Molnár László et al. Technology acceptance of household-scale solar PV systems in Hungary and in Poland – a comparative analysis using UTAUT2. (2026) World Development Sustainability 2772-655X 8<div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" mtid="10024283"><a href="/gui2/?type=authors&mode=browse&sel=10024283" target="_blank">Molnár László (<span class="authorship-author-name">Molnár László</span> <span class="authorAux-mtmt"> Kutatás-fejlesztés, marketingkutatás</span>) </a> </span> <span class="author-affil"><span title="Miskolci Egyetem">ME</span>/<span title="Gazdaságtudományi Kar">GTK</span>/Marketing és Turizmus Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10027661"><a href="/gui2/?type=authors&mode=browse&sel=10027661" target="_blank">Szép Tekla (<span class="authorship-author-name">Szép Tekla</span> <span class="authorAux-mtmt"> Közgazdaságtan</span>) </a> </span> <span class="author-affil"><span title="Miskolci Egyetem">ME</span>/<span title="Gazdaságtudományi Kar">GTK</span>/Világ- és Regionális Gazdaságtan Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10072023"><a href="/gui2/?type=authors&mode=browse&sel=10072023" target="_blank">Jaber Mohammad (<span class="authorship-author-name">Jaber Mohammad</span> <span class="authorAux-mtmt"> Environmental and Energy Economics</span>) </a> </span> <span class="author-affil"><span title="Neumann János Egyetem">NJE</span>/<span title="Gazdaságtudományi Kar">GTK</span>/Nemzetközi és Gazdaságtan Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Dańkowska Alicja </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Husu Hanna-Mari </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;37079362" target="_blank">Technology acceptance of household-scale solar PV systems in Hungary and in Poland – a comparative analysis using UTAUT2</a></div> <div> <span class="journal-title">World Development Sustainability</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/2772-655X">2772-655X</a> )</span>: <span class="journal-volume">8</span> <span class="page"> Paper 100303. 19 p. </span> <span class="year">(2026)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_GOLD" title=" Gold "> <a style="color:blue" title="10.1016/j.wds.2026.100303" target="_blank" href="https://doi.org/10.1016/j.wds.2026.100303"> DOI </a> </span> <span class="id identifier oa_GREEN" title=" Green "> <a style="color:black" title="242341" target="_blank" href="https://real.mtak.hu/242341"> REAL </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="105037380088" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-105037380088"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://linkinghub.elsevier.com/retrieve/pii/S2772655X26000364" target="_blank" href="https://linkinghub.elsevier.com/retrieve/pii/S2772655X26000364"> Egyéb URL </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Folyóirat szakterülete: Scopus - Geography, Planning and Development&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q1</div> <div class="journal-subject">Folyóirat szakterülete: Scopus - Social Sciences (miscellaneous)&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q1</div> </div></OnlyViewableByAuthor> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;37079362&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 9 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 37079362</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> Forrás Idéző | <span class="type-subtype">Folyóiratcikk ( Szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData"></span> </div> <div class="lastModified">Utolsó módosítás: 2026.07.16. 11:29 Páczelt Nóra (ME GTK admin 5) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: This paper was supported by the János Bolyai Research Scholarship of the Hungarian Academy of Sciences.</pre> </div></div>