Abstract
The impact of individualism or egoism on consumers’ pro-environmental behaviour always yields conflicting outcomes in Eastern and Western societies. Meanwhile, prior research largely relied on a single attitudinal dimension to explain how consumers preferred green hotels. This study incorporates two types of attitudes, ecocentric and anthropocentric, to examine whether collectivism or individualism is more appropriate for understanding why consumers in Eastern societies choose green hotels. 296 usable questionnaires were collected in three cities using an online survey with purposive sampling and processed using structural equation modelling. Results revealed that collectivism positively influenced anthropocentric attitude, intention, and willingness to pay more. Individualism negatively influenced ecocentric and anthropocentric attitudes but positively influenced intention and willingness to pay more. Ecocentric and anthropocentric attitudes positively influenced intention and willingness to pay more. Furthermore, ecocentric attitude positively influenced anthropocentric attitude towards green hotel selection. Theoretical and practical implications as well as limitations were discussed accordingly.
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References
Acampora A, Lucchetti MC, Merli R, Ali F (2022) The theoretical development and research methodology in green hotels research: A systematic literature review. J Hospitality Tour Manag 51:512–528
Ahn J, Kwon J (2020) Green hotel brands in Malaysia: Perceived value, cost, anticipated emotion, and revisit intention. Curr Issues Tour 23(12):1559–1574
Ajzen I (1991) The theory of planned behavior. Organ Behav Hum Decis Process 50(2):179–211
Al-Gharibah OB, Mahfod JO (2022) The influence of personality traits on tourists’ intention to visit green hotel in Qatar: The role of attitude and perceived value. Geoj Tour Geosites 45(4):1602–1609
Al-Swidi A, Saleh RM (2021) How green our future would be? An investigation of the determinants of green purchasing behavior of young citizens in a developing country. Environ, Dev Sustainability 23(9):13436–13468
Ansari S, Adil M, Dogra N, Sadiq M (2022) How psychological and contextual factors influence green hotel stay? An empirical evidence from young Indians. Nmims Manag Rev 2022(2):140–148
Arun TM, Kaur P, Bresciani S, Dhir A (2021) What drives the adoption and consumption of green hotel products and services? A systematic literature review of past achievement and future promises. Bus Strategy Environ 30(5):2637–2655
Bardi A, Schwartz SH (2003) Values and behavior: Strength and structure of relations. Personal Soc Psychol Bull 29(10):1207–1220
Bautista JrR, Dui R, Jeong LS, Paredes MP (2020) Does altruism affect purchase intent of green pruducts? A moderated mediation analysis. Asia-Pac Soc Sci Reivew 20(1):159–170
Boncinelli F, Dominici A, Gerini F, Marone E (2019) Consumers wine preferences according to purchase occasion: Personal consumption and gift-giving. Food Qual Preference 71:270–278
Bouman T, Steg L (2019) Motivating society-wide pro-environmental change. One Earth 1(1):27–30
Bouman T, Steg L (2020) Engaging city residents in climate action: Addressing the personal and group value-base behind residents’ climate actions. Urbanisation 7(1, Suppl.):S26–S41
Byrne, BM (2016). Structural equation modeling with AMOS: Basic concepts, applications, and programming. Routledge. https://doi.org/10.4324/9781315757421
Carvajal-Trujillo, E, Pérez-Gálvez, JC, & Orts-Cardador, JJ (2024). Exploring tourists’ pro-environmental behavior: A bibliometric analysis over two decades (1999–2023). Journal of Tourism Futures, ahead-of-print(ahead-of-print), 1-50. https://doi.org/10.1108/JTF-02-2024-0033
Casado-DĂaz AB, Sellers-Rubio R, Rodriguez-Sanchez C, Sancho-Esper F (2020) Predictors of willingness to pay a price premium for hotels’ water-saving initiatives. J Travel Tour Mark 37(7):773–784
Chan RYK (2001) Determinants of Chinese consumers’ green purchase behavior. Psychol Mark 18(4):389–413
Chen L-H, Loverio JP, Mei-jung W, Naipeng B, Shen C-C (2021) The role of face (mien-tzu) in Chinese tourists’ destination choice and behaviors. J Hospitality Tour Manag 48:500–508
Chen L (2013) A study of green purchase intention comparing with collectivistic (Chinese) and individualistic (American) consumers in Shanghai, China. Inf Manag Bus Rev 5(7):342–346
Cheng Y-H, Chang K-C, Cheng Y-S, Hsiao C-J (2022) How green marketing influences customers’ green behavioral intentions in the context of hot-spring hotels. J Tour Serv 13(24):190–208
Chiou J-S (2001) Horizontal and vertical individualism and collectivism among college students in the United States, Taiwan, and Argentina. J Soc Psychol 141(5):667–678
Cho YN, Thyroff A, Rapert MI, Park S-Y, Lee HJ (2013) To be or not to be green: Exploring individualism and collectivism as antecedents of environmental behavior. J Bus Res 66(8):1052–1059
Choi H, Jang J, Kandampully J (2015) Application of the extended VBN theory to understand consumers’ decisions about green hotels. Int J Hospitality Manag 51:87–95
D’Souza C, Apaolaza V, Hartmann P, Brouwer AR (2020) Marketing for sustainability: Travellers’ intentions to stay in green hotels. J Vacat Mark 27(2):187–202
de Groot JIM, Steg L (2007a) Value orientations and environmental beliefs in five countries: Validity of an instrument to measure egoistic, altruistic and biospheric value orientations. J Cross-Cultural Psychol 38(3):318–332
de Groot JIM, Steg L (2007b) Value orientations to explain beliefs related to environmental significant behavior: How to measure egoistic, altruistic, and biospheric value orientations. Environ Behav 40(3):330–354
Dunlap RE (2008) The new environmental paradigm scale: From marginality to worldwide use. J Environ Educ 40(1):3–18
Eid R, Agag G, Shehawy YM (2021) Understanding guests’ intention to visit green hotels. J Hospitality Tour Res 45(3):494–528
Fauzi MA, Hanafiah MH, Kunjuraman V (2024) Tourists’ intention to visit green hotels: Building on the theory of planned behaviour and the value-belief-norm theory. J Tour Futures 10(2):255–276
Gagnier, R (2010). Individualism, decadence and globalization: On the relationship of part to whole. Palgrave Macmillan. https://doi.org/10.1057/9780230277540
Gaskin, J (2022). Common method bias (CMB): Common latent factor http://statwiki.gaskination.com/index.php?title=CFA#Common_Latent_Factor
Gong Y, Guo Y-P, Zhai S-S, Wong PPW, Wang L (2024) Factors influencing tourists’ intention to adopt classified garbage cans in tourism destination. Environ Soc Psychol 9(1):1860
Green Hotel Association. (2026). Green hotels association https://securesustain.org/abstract/green-hotels-association/
Greenview. (2025). Green lodging trends: U.S. market report November 2024 https://www.responsiblestay.org/wp-content/uploads/2025/04/2024-US-Green-Lodging-Trends-Report-FINAL.pdf
Greenwald AG, Banaji MR (1995) Implicit social cognition: Attitudes, self-esteem, and stereotypes. Psychological Rev 102(1):4–27
Hair, JF Jr, Black, WC, Babin, BJ, & Anderson, RE (2013). Multivariate data analysis (7th ed.). Pearson International. https://elibrary.pearson.de/book/99.150005/9781292035116
Hair Jr, JF, Hult, GTM, Ringle, CM, & Sarstedt, M (2021). A primer on partial least squares structural equation modeling (PLS-SEM). SAGE Publications. https://us.sagepub.com/en-us/nam/a-primer-on-partial-least-squares-structural-equation-modeling-pls-sem/book270548
Hair Jr JF, Sarstedt M, Hopkins L, Kuppelwieser VG (2014) Partial least squares structural equation modeling (PLS-SEM). Eur Bus Rev 26(2):106–121
Hajiheydari N, Delgosha MS (2023) Citizens’ support in social mission platforms: Unravelling configurations for participating in civic crowdfunding platforms. Technol Forecast Soc Change 189: 122366
Han H, Kiatkawsin K, Ryu HB, Jung H, Kim W (2019) Determinants of young vacationers’ recycling and conservation behavior when traveling. Soc Behav Personality: Int J 47(2):1–11
Haq MM, Miah M, Biswas S, Rahman SMM (2023) The impact of deontological and teleological variables on the intention to visit green hotel: The moderating role of trust. Heliyon 9(4):e14720
Henseler J, Ringle CM, Sarstedt M (2015) A new criterion for assessing discriminant validity in variance-based structural equation modeling. J Acad Mark Sci 43(1):115–135
Hofstede, G (1984). Culture’s consequences: International differences in work-related values (Abridged ed.). SAGE Publications
Hofstede, G (2001). Culture’s consequences: Comparing values, behaviors, institutions and organizations across nations (2nd ed.). Sage. https://us.sagepub.com/en-us/nam/cultures-consequences/book9710
Homer PM, Kahle LR (1988) A structural equation test of the value-attitude-behavior hierarchy. J Personal Soc Psychol 54(4):638–646
Hong Y, Al Mamun A, Masukujjaman M, Yang Q (2024) Significance of the environmental value-belief-norm model and its relationship to green consumption among Chinese youth. Asia Pac Manag Rev 29(1):127–140
Hooper D, Coughlan J, Mullen M (2008) Structural equation modelling: Guidelines for determining model fit. Electron J Bus Res Methods 6(1):54–60
Hu LT, Bentler PM (1999) Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Struct Equ Modeling: A Multidiscip J 6(1):1–55
Jacobs K, Petersen L, Hörisch J, Battenfeld D (2018) Green thinking but thoughtless buying? An empirical extension of the value-attitude-behaviour hierarchy in sustainable clothing. J Clean Prod 203:1155–1169
Jiang Y, Gao Y (2019) Factors that influence potential green hotel customers’ decision-making process – Evidence from China. J China Tour Res 15(4):455–477
Joshi Y, Uniyal DP, Sangroya D (2021) Investigating consumers’ green purchase intention: Examining the role of economic value, emotional value and perceived marketplace influence. J Clean Prod 328: 129638
Kahle, LR (1983). Social values and social change: Adaptation to life in America. Praeger
Kaufmann HR, Panni MFAK, Orphanidou Y (2012) Factors affecting consumers’ green purchasing behaviour: An integrated conceptual framework. Amfiteatru Economic J 14(31):50–69
Kautish P, Sharma R (2019) Value orientation, green attitude and green behavioral intentions: An empirical investigation among young consumers. Young- Consum 20(4):338–358
Kiatkawsin K, Han H (2017) Young travelers’ intention to behave pro-environmentally: Merging the value-belief-norm theory and the expectancy theory. Tour Manag 59:76–88
Kilbourne W, Pickett G (2008) How materialism affects environmental beliefs, concern, and environmentally responsible behavior. J Bus Res 61(9):885–893
Kline, RB (2023). Principles and practice of structural equation modeling (Fifth ed.). Guilford. https://www.guilford.com/books/Principles-and-Practice-of-Structural-Equation-Modeling/Rex-Kline/9781462551910
Kock N (2015) Common method bias in PLS-SEM: A full collinearity assessment approach. Int J e-Collaboration 11(4):1–10
Kortenkamp KV, Moore CF (2001) Ecocentrism and anthropocentrism: Moral reasoning about ecogogical commons dilemmas. J Environ Psychol 21(3):261–272
Kumar GA (2021) Framing a model for green buying behavior of Indian consumers: From the lenses of the theory of planned behavior. J Clean Prod 295: 126487
Kumar S, Giridhar V, Sadarangani P (2019) A cross-national study of environmental performance and culture: Implications of the findings and strategies. Glob Bus Rev 20(4):1051–1068
Kumar, S, & Sreen, N. (2020). Role of internal and external values on green purchase. In V Naidoo & R Verma (Eds.), Green marketing as a positive driver toward business sustainability (pp. 158-185). IGI Global. https://doi.org/10.4018/978-1-5225-9558-8
Laroche M, Bergeron J, Barbaro-Forleo G (2001) Targeting consumers who are willing to pay more for environmentally friendly products. J Consum Mark 18(6):503–520
Ledgerwood A, Eastwick PW, Smith LK (2018) Toward an integrative framework for studying human evaluation: Attitudes toward objects and attributes. Personal Soc Psychol Rev 22(4):378–398
Leonidou LC, Leonidou CN, Kvasova O (2010) Antecedents and outcomes of consumer environmentally friendly attitudes and behaviour. J Mark Manag 26(13-14):1319–1344
Levine DS, Strube MJ (2012) Environmental attitudes, knowledge, intentions and behaviors among college students. J Soc Psychol 152(3):308–326
Liu M, Li RYM, Deeprasert J (2024) Factors that affect individuals in using digital currency electronic payment In China: SEM and fsQCA approaches. Int Rev Econ Financ 95: 103418
Maio GR, Pakizeh A, Cheung W-Y, Rees KJ (2009) Changing, priming, and acting on values: Effects via motivational relations in a circular model. J Personal Soc Psychol 97(4):699–715
McCarty JA, Shrum LJ (2001) The influence of individualism, collectivism, and locus of control on environmental beliefs and behavior. J Public Policy Mark 20(1):93–104
Meyers, LS, Gamst, G, & Guarino, AJ (2016). Applied multivariate research: Design and interpretation (3rd ed.). Sage Pulications. https://study.sagepub.com/meyers3e
Milfont TL, Duckitt J (2004) The structure of environmental attitudes: A first- and second-order confirmatory factor analysis. J Environ Psychol 24(3):289–303
Milfont TL, Duckitt J (2010) The environmental attitudes inventory: A valid and reliable measure to assess the structure of environmental attitudes. J Environ Psychol 30(1):80–94
Nachtigall C, Kroehne U, Funke F, Steyer R (2003) Pros and cons of structural equation modeling. Methods Psychological Res Online 8(2):1–22
Niloy AC, Sultana J, Alam JB, Ghosh A, Farhan KM (2023) What triggers you to buy green products? Explaining through an extended TPB model. Asia-Pac J Manag Res Innov 19(1):25–39
Nimri R, Patiar A, Jin X (2020) The determinants of consumers’ intention of purchasing green hotel accommodation: Extending the theory of planned behaviour. J Hospitality Tour Manag 45:535–543
Özekici YK (2022) Extending value-belief and norm theory with social identity for preventing food waste at restaurants. Tur Akademik Derg 9(1):273–291
Pan J, Teng Y-M, Wu K-S, Wen T-C (2022) Anticipating Z-generation tourists’ green hotel visit intention utilizing an extended theory of planned behavior. Front Psychol 13: 1008705
Patwary AK, Rasoolimanesh SM, Rabiul MK, Aziz RC, Hanafiah MH (2022) Linking environmental knowledge, environmental responsibility, altruism, and intention toward green hotels through ecocentric and anthropocentric attitudes. Int J Contemp Hospitality Manag 34(12):4653–4673
Podsakoff PM, MacKenzie SB, Lee J-Y, Podsakoff NP (2003) Common method biases in behavioral research: A critical review of the literature and recommended remedies. J Appl Psychol 88(5):879–903
Ponizovskiy V, Grigoryan L, KĂĽhnen U, Boehnke K (2019) Social construction of the value-behavior relation. Front Psychol 10:934
Rahman I, Reynolds D (2016) Predicting green hotel behavioral intentions using a theory of environmental commitment and sacrifice for the environment. Int J Hospitality Manag 52:107–116
Rahman I, Reynolds D (2019) The influence of values and attitudes on green consumer behavior: A conceptual model of green hotel patronage. Int J Hospitality Tour Adm 20(1):47–74
Rasoolimanesh SM, Iranmanesh M, Amin M, Hussain K, Jaafar M, Ataeishad H (2020) Are functional, emotional and social values interrelated? A study of traditional guesthouses in Iran. Int J Contemp Hospitality Manag 32(9):2857–2880
Ray A, Sachdeva I, Rana NP, Nunkoo R, She L (2024) Is the information on green hotel websites aligned with the drivers affecting customers’ intention to visit green hotels? A mixed-methods approach. J Hospitality Mark Manag 33(1):1–32
Roccas S, Schwartz SH, Amit A (2010) Personal value priorities and national identification. Political Psychol 31(3):393–419
Sadiq M, Adil M, Paul J (2022) Eco-friendly hotel stay and environmental attitude: A value-attitude-behaviour perspective. Int J Hospitality Manag 100: 103094
Saleem F (2021) Antecedents of the green behavioral intentions of hotel guests: A developing country perspective. Sustainability 13(8):4427
Saleem F, Adeel A, Ali R, Hyder S (2018) Intentions to adopt ecopreneurship: Moderating role of collectivism and altruism. Entrepreneurship Sustainability Issues 6(2):517–537
Sarabia-Andreu F, Sarabia-Sánchez FJ (2018) Do implicit and explicit attitudes explain organic wine purchase intention? An attitudinal segmentation approach. Int J Wine Bus Res 30(4):463–480
Saunders, M, Lewis, P, & Thornhill, A (2019). Research methods for business students (8th ed.). Pearson International. https://elibrary.pearson.de/book/99.150005/9781292208794
Schultz PW, Shriver C, Tabanico JJ, Khazian AM (2004) Implicit connections with nature. J Environ Psychol 24(1):31–42
Schwartz D, Bruine de Bruin W, Fischhoff B, Lave L (2015) Advertising energy saving programs: The potential environmental cost of emphasizing monetary savings. J Exp Psychol: Appl 21(2):158–166
Schwartz SH (1977) Normative influences on altruism. Adv Exp Soc Psychol 10:221–279
Schwartz, SH (1996). Value priorities and behavior: Applying a theory of integrated value systems. In C. Seligman, JM Olson, & MP Zanna (Eds.), The psychology of values: The ontario symposium, Vol. 8 (pp. 119-144). Lawrence Erlbaum Associates. https://www.palermo.edu/cienciassociales/publicaciones/pdf/Psico2/2Psico%2007.pdf
Schwartz SH (2012) An overview of the Schwartz theory of basic values. Online Read Psychol Cult 2(1):1–20
Schwartz SH, Bardi A (2001) Value hierarchies across cultures: Taking a similarities perspective. J Cross-Cultural Psychol 32(3):268–290
Sekaran, U, & Bougie, R (2016). Research methods for business: A skill building approach (7th ed.). John Wiley & Sons
Shah R, Modi A, Muduli A, Patel JD (2023) Purchase intention for energy-efficient equipment appliances: Extending TPB with eco-labels, green trust, and environmental concern. Energy Efficiency 16(4):31
Situmorang TP, Indriani F, Simatupang RA, Soesanto H (2021) Brand positioning and repurchase intention: The effect of attitude toward green brand. J Asian Financ, Econ Bus 8(4):491–499
Sivadas E, Bruvold NT, Nelson MR (2008) A reduced version of the horizontal and vertical individualism and collectivism scale: A four-country assessment. J Bus Res 61(3):201–210
Sreen N, Purbey S, Sadarangani P (2018) Impact of culture, behavior and gender on green purchase intention. J Retail Consum Serv 41:177–189
Steg L (2016) Values, norms, and intrinsic motivation to act proenvironmentally. Annu Rev Environ Resour 41:277–292
Stern PC (2000) New environmental theories: Toward a coherent theory of environmentally significant behavior. J Soc Issues 56(3):407–424
Stern PC, Dietz T, Abel TD, Guagnano G, Kalof L (1999) A value-belief-norm theory of support for social movements: The case of environmentalism. Hum Ecol Rev 6(2):81–97
Stern PC, Dietz T, Kalof L (1993) Value orientations, gender, and environmental concern. Environ Behav 25(5):322–348
Stokols D (1990) Instrumental and spiritual views of people-environment relations. Am Psychologist 45(5):641–646
Sultana N, Amin S, Islam A (2022) Influence of perceived environmental knowledge and environmental concern on customers’ green hotel visit intention: Mediating role of green trust. Asia-Pac J Bus Adm 14(2):223–243
Tamar M, Wirawan H, Arfah T, Putri RPS (2021) Predicting pro-environmental behaviours: The role of environmental values, attitudes and knowledge. Manag Environ Qual: Int J 32(2):328–343
Thompson SCG, Barton MA (1994) Ecocentric and anthropocentric attitudes toward the environment. J Environ Psychol 14(2):149–157
Triandis HC, Gelfand MJ (1998) Converging measurement of horizontal and vertical individualism and collectivism. J Personal Soc Psychol 74(1):118–128
van den Broek K, Bolderdijk JW, Steg L (2017) Individual differences in values determine the relative persuasiveness of biospheric, economic and combined appeals. J Environ Psychol 53:145–156
Varah F, Mahongnao M, Pani B, Khamrang S (2021) Exploring young consumers’ intention toward green products: Applying an extended theory of planned behavior. Environ, Dev Sustainability 23:9181–9195
Verma VK, Chandra B, Kumar S (2019) Values and ascribed responsibility to predict consumers’ attitude and concern towards green hotel visit intention. J Bus Res 96:206–216
Vyas V, Mehta K, Sharma R (2022) Investigating socially responsible investing behaviour of Indian investors using structural equation modelling. J Sustain Financ Invest 12(2):570–592
Wang C-P, Zhang Q, Wong PPW, Wang L (2023a) Consumers’ green purchase intention to visit green hotels: A value-belief-norm theory perspective. Front Psychol 14: 1139116
Wang C, Guo J, Huang W, Tang Y, Man Li RY, Yue X (2024a) Health-driven mechanism of organic food consumption: A structural equation modelling approach. Heliyon 10(5):e27144
Wang L (2022) Determinants of consumers purchase attitude and intention toward green hotel selection. J China Tour Res 18(1):203–222
Wang L, Gong Y, Zhang Q, Sun R, Wong PPW, Zhou W-W (2024b) Merging the theory of planned behaviour and value-belief-norm theory to predict green hotel visit intention among Chinese university students: The case from Xuzhou, China. Acta Psychologica 251: 104627
Wang L, Shao Y-X, Heng J-Y, Cheng Y, Xu Y, Wang Z-X, Wong PPW (2024c) A deeper understanding of attitude and norm applicable to green hotel selection. J Qual Assur Hospitality Tour 25(5):1547–1579
Wang L, Wang Z-X, Zhang Q, Jebbouri A, Wong PPW (2022a) Consumers’ intention to visit green hotels – A goal-framing theory perspective. J Sustain Tour 30(8):1837–1857
Wang L, Wong PPW, Elangkovan NA (2020a) Antecedents of green purchase behaviour: An examination of altruism and environmental knowledge. Int J Cult, Tour Hospitality Res 14(1):63–82
Wang L, Wong PPW, Elangkovan NA (2020b) The demographic impact of consumer green purchase intention toward green hotel selection in China. Tour Hospitality Res 20(2):210–222
Wang L, Wong PPW, Elangkovan NA, Chee WM (2019) Green hotel selection of Chinese consumers: A planned behavior perspective. J China Tour Res 15(2):192–212
Wang L, Zhang Q, Ding Y-Y, Wong PPW (2023b) The effect of social and personal norm on intention to patronize green hotels: Extension of theory of planned behavior. J China Tour Res 19(2):311–334
Wang L, Zhang Q, Wong PPW (2022b) Impact of familiarity and green image on satisfaction and loyalty among young green hotels’ guests – A developing country’s perspective. Front Psychol 13: 899118
Wang L, Zhang Q, Wong PPW (2022c) Purchase intention for green cars among Chinese millennials: Merging the value–attitude–behavior theory and theory of planned behavior. Front Psychol 13: 786292
Wang L, Zhang Q, Wong PPW (2024d) Reexamination of consumers’ willingness to stay at green hotels: Rethinking the role of social identity theory, value-belief-norm theory, and theory of planned behavior. J Hospitality Mark Manag 33(4):547–581
Wang L, Zhang Q, Ye M-J, Wong PPW, Gong Y (2024e) Green hotels visit intention among young adults: Integrating the familiarity, novelty, trust, perceived risk, and theory of planned behaviour. Humanities Soc Sci Commun 11(1):1390
Wang X, Van der Werff E, Bouman T, Harder MK, Steg L (2021) I am vs. we are: How biospheric values and environmental identity of individuals and groups can influence pro-environmental behaviour. Front Psychol 12(121):1–11
Wang Z-X, Chee WM, Jantan AHB, Xia Y-H, Xue H, Ye M-J, Zhang Q, Wong PPW, Gong Y, Wang L (2024f) Impact of perceived value in virtual brand communities on purchase intention of domestic electric vehicles. Acta Psychologica 248: 104371
Wang Z-X, Jantan AHB, Wu R-X, Gong Y, Cao M-R, Wong PPW, Wang L (2022d) Exploring consumers’ intention toward domestic energy-saving vehicles: Some insights from China. Front Psychol 13: 927709
Wibowo SF, Najib M, Sumarwan U, Asnawi YH (2022) Rational and moral considerations in organic coffee purchase intention: Evidence from Indonesia. Economies 10(12):308
Yadav R, Pathak GS (2016) Young consumers’ intention towards buying green products in a developing nation: Extending the theory of planned behavior. J Clean Prod 135:732–739
Yeow PHP, Loo WH (2022) Antecedents of green computer purchase behavior among Malaysian consumers from the perspective of rational choice and moral norm factors. Sustain Prod Consum 32:550–561
Yigitcanlar T, Li RYM, Beeramoole PB, Paz A (2023) Artificial intelligence in local government services: Public perceptions from Australia and Hong Kong. Gov Inf Q 40(3):101833
Yoon HJ, Kim YJ (2016) Understanding green advertising attitude and behavioral intention: An application of the health belief model. J Promotion Manag 22(1):49–70
Zaidi SMMR, Yifei L, Bhutto MY, Ali R, Alam F (2019) The influence of consumption values on green purchase intention: A moderated mediation of greenwash perception and green trust. Pak J Commer Soc Sci 13(4):826–848
Zhang Q, Wong PPW, Wang L (2025) The efficacy of the theory of planned behaviour and value-belief-norm theory for predicting young Chinese intention to choose green hotels. Sci Rep 15(1):14332
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Conceptualization, Methodology, Literature search, Data interpretation, Formal analysis: Lei Wang, Qi Zhang, and Zi-Xu Wang; Design of the work, Writing – original draft preparation, Writing – review and editing, Critical revision of the article, Visualization, Validation, Supervision, and Funding acquisition: Lei Wang and Zi-Xu Wang; Data collection: Qi Zhang and Zi-Xu Wang.
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Wang, L., Zhang, Q. & Wang, ZX. Collectivism or individualism: the challenge to predict green hotel selection in a developing country. Humanit Soc Sci Commun (2026). https://doi.org/10.1057/s41599-026-06742-x
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DOI: https://doi.org/10.1057/s41599-026-06742-x


