What Drives Pro-Environmental Behavior? Investigating the Role of Eco-Worry and Eco-Anxiety in Young Adults
Abstract
:1. Introduction
1.1. Pro-Environmental Behavior: Sustainable Consumption and Active Participation
1.2. General Willingness of Environmental Behavior and Climate Change Agency in Young Adults
1.3. Eco-Worry and Eco-Anxiety: Two Ways of Feeling Climate Change
1.4. Objectives and Hypothesis
2. Materials and Methods
2.1. Sample
2.2. Measures
2.2.1. Independent Variables
2.2.2. Mediating Variables
2.2.3. Outcomes Variables
2.2.4. Control Variables
2.3. Data Analysis
3. Results
3.1. Measurement Model
3.2. Descriptive Statistics
3.3. Hypothesis Testing
4. Discussion
4.1. Practical Implications
4.2. Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
CC | Climate Change |
PEB | Pro-Environmental Behavior |
SC | Sustainable Consumption |
AP | Active Participation |
GWEBS | General Willingness of Environmental Behavior |
Appendix A
Factor | ||
---|---|---|
1 | 2 | |
Eco-anxiety 1 | 0.746 | 0.268 |
Eco-anxiety 2 | 0.751 | 0.219 |
Eco-anxiety 3 | 0.739 | 0.261 |
Eco-anxiety 4 | 0.695 | 0.249 |
Eco-anxiety 5 | 0.815 | 0.202 |
Eco-anxiety 6 | 0.769 | 0.240 |
Eco-anxiety 7 | 0.746 | 0.262 |
Eco-anxiety 8 | 0.808 | 0.056 |
Eco-anxiety 9 | 0.816 | 0.043 |
Eco-anxiety 10 | 0.773 | −0.032 |
Eco-anxiety 11 | 0.814 | 0.239 |
Eco-anxiety 12 | 0.820 | 0.222 |
Eco-anxiety 13 | 0.800 | 0.188 |
Eco-worry 1 | 0.385 | 0.572 |
Eco-worry 2 | 0.037 | 0.814 |
Eco-worry 3 | 0.220 | 0.767 |
Eco-worry 4 | 0.119 | 0.798 |
Eco-worry 5 | 0.148 | 0.659 |
Appendix B
References
- United Nations (UN). WMO Global Annual to Decadal Climate Update (2024–2028); World Meteorological Organization: Geneva, Switzerland, 2024; Available online: https://library.wmo.int/records/item/68910-wmo-global-annual-to-decadal-climate-update (accessed on 27 October 2024).
- World Health Organization (WHO). 77th World Health Assembly. Daily Update: May 31, 2024; WHO: Geneva, Switzerland, 2024; Available online: https://apps.who.int/gb/ebwha/pdf_files/WHA77/A77_ACONF7-sp.pdf (accessed on 10 October 2024).
- Intergovernmental Panel on Climate Change (IPCC). Synthesis Report of the IPCC Sixth Assessment Report (AR6); IPCC: Geneva, Switzerland, 2023; Available online: https://www.ipcc.ch/report/ar6/syr/downloads/report/IPCC_AR6_SYR_LongerReport.pdf (accessed on 10 October 2024).
- World Economic Forum. Global Risks Report 2025; World Economic Forum: Cologny, Switzerland, 2025; Available online: https://reports.weforum.org/docs/WEF_Global_Risks_Report_Press_Release_2025_ESP.pdf (accessed on 20 February 2025).
- Geissdoerfer, M.; Savaget, P.; Bocken, N.M.P.; Hultink, E.J. The Circular Economy—A New Sustainability Paradigm? J. Clean. Prod. 2017, 143, 757–768. [Google Scholar] [CrossRef]
- United Nations (UN). Stockholm+50: A Healthy Planet for the Prosperity of All—Our Responsibility, Our Opportunity. Official Report, A/CONF.238/9; UN: New York, NY, USA, 2022. [Google Scholar]
- Coppola, I. Eco-Anxiety in “the Climate Generation”: Is Action an Antidote? Environmental Studies Electronic Thesis Collection. 2021. No. 71. Available online: https://scholarworks.uvm.edu/envstheses/71 (accessed on 27 October 2024).
- Bradley, G.L.; Deshpande, S.; Paas, K.H.W. The Personal and the Social: Twin Contributors to Climate Action. J. Environ. Psychol. 2024, 93, 102194. [Google Scholar] [CrossRef]
- Clayton, S. Climate Anxiety: Psychological Responses to Climate Change. J. Anxiety Disord. 2020, 74, 102263. [Google Scholar] [CrossRef] [PubMed]
- Gifford, R. The Dragons of Inaction: Psychological Barriers That Limit Climate Change Mitigation and Adaptation. Am. Psychol. 2011, 66, 290–302. [Google Scholar] [CrossRef]
- Pihkala, P. Anxiety and the Ecological Crisis: An Analysis of Eco-Anxiety and Climate Anxiety. Sustainability 2020, 12, 7836. [Google Scholar] [CrossRef]
- Ojala, M. How Do Children, Adolescents, and Young Adults Relate to Climate Change? Implications for Developmental Psychology. Eur. J. Dev. Psychol. 2023, 20, 929–943. [Google Scholar] [CrossRef]
- Otto, S.; Evans, G.W.; Moon, M.J.; Kaiser, F.G. The Development of Children’s Environmental Attitude and Behavior. Glob. Environ. Change 2019, 58, 101947. [Google Scholar] [CrossRef]
- Torres, B.; Amérigo, M.; García, J.A. Evaluación de Una Intervención Proambiental En Escolares de Educación Primaria (10–13 Años) de Castilla-La Mancha (España). Rev. Electrónica Educ. 2021, 25, 186–201. [Google Scholar] [CrossRef]
- Ágoston, C.; Balázs, B.; Mónus, F.; Varga, A. Age Differences and Profiles in Pro-Environmental Behavior and Eco-Emotions. Int. J. Behav. Dev. 2024, 48, 132–144. [Google Scholar] [CrossRef]
- Hickman, C.; Marks, E.; Pihkala, P.; Clayton, S.; Lewandowski, R.E.; Mayall, E.E.; Wray, B.; Mellor, C.; van Susteren, L. Climate Anxiety in Children and Young People and Their Beliefs about Government Responses to Climate Change: A Global Survey. Lancet Planet. Health 2021, 5, e863–e873. [Google Scholar] [CrossRef]
- Alzubaidi, H.; Slade, E.L.; Dwivedi, Y.K. Examining Antecedents of Consumers’ pro-Environmental Behaviours: TPB Extended with Materialism and Innovativeness. J. Bus. Res. 2021, 122, 685–699. [Google Scholar] [CrossRef]
- Han, H.; Yu, J.; Kim, W. Youth Travelers and Waste Reduction Behaviors While Traveling to Tourist Destinations. J. Travel. Tour. Mark. 2018, 35, 1119–1131. [Google Scholar] [CrossRef]
- Vecina, M.L.; Alonso-Ferres, M.; López-García, L.; Díaz-Silveira, C. Eco-Anxiety and Trust in Science in Spain: Two Paths to Connect Climate Change Perceptions and General Willingness for Environmental Behavior. Sustainability 2024, 16, 3187. [Google Scholar] [CrossRef]
- Lawrance, E.L.; Jennings, N.; Kioupi, V.; Thompson, R.; Diffey, J.; Vercammen, A. Psychological Responses, Mental Health, and Sense of Agency for the Dual Challenges of Climate Change and the COVID-19 Pandemic in Young People in the UK: An Online Survey Study. Lancet Planet. Health 2022, 6, e726–e738. [Google Scholar] [CrossRef] [PubMed]
- Skeirytė, A.; Krikštolaitis, R.; Liobikienė, G. The Differences of Climate Change Perception, Responsibility and Climate-Friendly Behavior among Generations and the Main Determinants of Youth’s Climate-Friendly Actions in the EU. J. Environ. Manag. 2022, 323, 116277. [Google Scholar] [CrossRef]
- Goyal, S.; Goyal, P. The Evolution of Pro-environmental Behavior Research in Three Decades Using Bibliometric Analysis. Corp. Soc. Responsib. Environ. Manag. 2024, 31, 4133–4153. [Google Scholar] [CrossRef]
- Oinonen, I.; Paloniemi, R. Understanding and Measuring Young People’s Sustainability Actions. J. Environ. Psychol. 2023, 91, 102124. [Google Scholar] [CrossRef]
- Stern, P.C. Toward a Coherent Theory of Environmentally Significant Behavior. J. Soc. Issues 2000, 56, 407–424. [Google Scholar] [CrossRef]
- Ogunbode, C.A.; Doran, R.; Hanss, D.; Ojala, M.; Salmela-Aro, K.; van den Broek, K.L.; Bhullar, N.; Aquino, S.D.; Marot, T.; Schermer, J.A.; et al. Climate Anxiety, Wellbeing and pro-Environmental Action: Correlates of Negative Emotional Responses to Climate Change in 32 Countries. J. Environ. Psychol. 2022, 84, 101887. [Google Scholar] [CrossRef]
- Tobler, C.; Visschers, V.H.M.; Siegrist, M. Addressing Climate Change: Determinants of Consumers’ Willingness to Act and to Support Policy Measures. J. Environ. Psychol. 2012, 32, 197–207. [Google Scholar] [CrossRef]
- García Martín, J.A. Análisis Del Perfil Proambiental de La Población Castellanomanchega; Ediciones Parlamentarias [i.e., Cortes de Castilla-La Mancha]: Toledo, Spain, 2022. [Google Scholar]
- Krettenauer, T.; Lefebvre, J.P.; Goddeeris, H. Pro-Environmental Behaviour, Connectedness with Nature, and the Endorsement of pro-Environmental Norms in Youth: Longitudinal Relations. J. Environ. Psychol. 2024, 94, 102256. [Google Scholar] [CrossRef]
- Wang, Y.; Hao, F.; Liu, Y. Pro-Environmental Behavior in an Aging World: Evidence from 31 Countries. Int. J. Environ. Res. Public Health 2021, 18, 1748. [Google Scholar] [CrossRef]
- Moser, S.; Kleinhückelkotten, S. Good Intents, but Low Impacts: Diverging Importance of Motivational and Socioeconomic Determinants Explaining Pro-Environmental Behavior, Energy Use, and Carbon Footprint. Environ. Behav. 2018, 50, 626–656. [Google Scholar] [CrossRef]
- López-Mosquera, N.; Lera-López, F.; Sánchez, M. Key Factors to Explain Recycling, Car Use and Environmentally Responsible Purchase Behaviors: A Comparative Perspective. Resour. Conserv. Recycl. 2015, 99, 29–39. [Google Scholar] [CrossRef]
- Wiernik, B.M.; Ones, D.S.; Dilchert, S. Age and Environmental Sustainability: A Meta-Analysis. J. Manag. Psychol. 2013, 28, 826–856. [Google Scholar] [CrossRef]
- Pasca, L.; Poggio, L. Biased Perception of the Environmental Impact of Everyday Behaviors. J. Soc. Psychol. 2023, 163, 515–521. [Google Scholar] [CrossRef]
- Centro de Investigaciones Sociológicas (CIS). Study No. 3391. Spanish General Social Survey 2023 (ESGE)/Environment (III). CIS. 2023. Available online: https://www.cis.es/detalle-ficha-estudio?origen=estudio&idEstudio=14714 (accessed on 2 May 2024).
- Eurostat. Adult Education and Training Participation Statistics—Updated Data for 2023; Eurostat, European Commission: Luxembourg, 2024. Available online: https://ec.europa.eu/eurostat/web/products-eurostat-news/w/ddn-20240930-2 (accessed on 20 February 2025).
- Centro de Investigaciones Sociológicas (CIS). Study No. 3423. October 2023 Barometer; CIS: Madrid, Spain, 2023; Available online: https://www.cis.es/documents/d/cis/es3423mar-pdf (accessed on 2 May 2024).
- Yang, R. Education And Environment-Friendly Behavior: The Mediating Role of Environmental Concern. J. Educ. Humanit. Social Sci. 2024, 35, 482–492. [Google Scholar] [CrossRef]
- National Institute of Statistics (INE). CNED-2014. Education and Training Statistics. Eurostat. 3.9.2 Educational Level of the Adult Population by Age Groups. CNED-2014. Series 2014–2023. INE. 2023. Available online: https://www.ine.es/jaxiT3/Tabla.htm?t=12726 (accessed on 2 May 2024).
- Ajzen, I. From Intentions to Actions: A Theory of Planned Behavior. In Action Control: From Cognition to Behavior; Springer: Berlin/Heidelberg, Germany, 1985; pp. 11–39. [Google Scholar]
- Zulkepeli, L.; Fauzi, M.A.; Mohd Suki, N.; Ahmad, M.H.; Wider, W.; Rahamaddulla, S.R. Pro-Environmental Behavior and the Theory of Planned Behavior: A State of the Art Science Mapping. Manag. Environ. Qual. Int. J. 2024, 35, 1415–1433. [Google Scholar] [CrossRef]
- Aboelmaged, M. E-Waste Recycling Behaviour: An Integration of Recycling Habits into the Theory of Planned Behaviour. J. Clean. Prod. 2021, 278, 124182. [Google Scholar] [CrossRef]
- Si, H.; Shi, J.G.; Tang, D.; Wen, S.; Miao, W.; Duan, K. Application of the Theory of Planned Behavior in Environmental Science: A Comprehensive Bibliometric Analysis. Int. J. Environ. Res. Public Health 2019, 16, 2788. [Google Scholar] [CrossRef]
- Durán, M.; Alzate, M.; Sabucedo, M.J. La Influencia de La Norma Personal y La Teoría de La Conducta Planificada En La Separación de Residuos. Medio Ambient. Comport. Hum. 2009, 10, 27–39. [Google Scholar]
- Fishbein, M.; Ajzen, I. Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research; Addison Wesley: Read, PA, USA, 1975; Volume 6, pp. 244–245. [Google Scholar]
- OCU (Organización de Consumidores y Usuarios). Informe de Consumo Sostenible; OCU: Madrid, Spain, 2019; Available online: https://www.ocu.org/organizacion/prensa/notas-de-prensa/2019/informeconsumosostenible070219 (accessed on 9 March 2025).
- Triodos Bank. Implicación Activa de la Población Española Contra la Crisis Climática; Triodos Bank: Madrid, Spain, 2024; Available online: https://www.triodos.es/es/notas-de-prensa/2024/implicacion-activa-poblacion-espanola-contra-crisis-climatica (accessed on 9 March 2025).
- Vecina, M.L.; Alonso-Ferres, M.; Díaz-Silveira, C. Eco-Anxiety or Simply Eco-Worry? Incremental Validity Study in a Representative Spanish Sample. Front. Psychol. 2025, 17, 1560024. [Google Scholar] [CrossRef]
- Hanss, D.; Doran, R.; Renkel, J. Evidence for Motivated Control? Climate Change Related Distress Is Positively Associated with Domain-Specific Self-Efficacy and Climate Action. Available online: https://credit.niso.org/ (accessed on 7 December 2024).
- Jones, R.N. Incorporating Agency into Climate Change Risk Assessments. Clim. Change 2004, 67, 13–36. [Google Scholar] [CrossRef]
- Toivonen, H. Themes of Climate Change Agency: A Qualitative Study on How People Construct Agency in Relation to Climate Change. Humanit. Soc. Sci. Commun. 2022, 9, 102. [Google Scholar] [CrossRef]
- Chu, H.; Yang, J.Z. Risk or Efficacy? How Psychological Distance Influences Climate Change Engagement. Risk Anal. 2020, 40, 758–770. [Google Scholar] [CrossRef] [PubMed]
- Westcott, G. Attitudes to Climate Change in Some English Local Authorities: Varying Sense of Agency in Denial and Hope; Palgrave Macmillan: Cham, Switzerland, 2019; pp. 195–215. [Google Scholar] [CrossRef]
- van Valkengoed, A.M.; Perlaviciute, G.; Steg, L. From Believing in Climate Change to Adapting to Climate Change: The Role of Risk Perception and Efficacy Beliefs. Risk Anal. 2023, 44, 553–565. [Google Scholar] [CrossRef]
- Hart, P.S.; Feldman, L. The Influence of Climate Change Efficacy Messages and Efficacy Beliefs on Intended Political Participation. PLoS ONE 2016, 11, e0157658. [Google Scholar] [CrossRef]
- Carmen Hidalgo, M.; Pisano, G. Predictores de La Percepción de Riesgo y Del Comportamiento Ante El Cambio Climático. Un Estudio Piloto. Psyecology 2010, 1, 105–112. [Google Scholar] [CrossRef]
- Sarrasin, O.; von Roten, F.C.; Butera, F. Who’s to Act? Perceptions of Intergenerational Obligation and Pro-Environmental Behaviours among Youth. Sustainability 2022, 14, 1414. [Google Scholar] [CrossRef]
- Shafiei, A.; Maleksaeidi, H. Pro-Environmental Behavior of University Students: Application of Protection Motivation Theory. Glob. Ecol. Conserv. 2020, 22, e00908. [Google Scholar] [CrossRef]
- Jukes, S.; Fox, R.; Hills, D.; White, P.J.; Ferguson, J.P.; Kamath, A.; Logan, M.; Riley, K.; Rousell, D.; Wooltorton, S.; et al. Eco-Anxiety and a Desire for Hope: A Composite Article on the Impacts of Climate Change in Environmental Education. Aust. J. Environ. Educ. 2024, 40, 811–830. [Google Scholar] [CrossRef]
- Marczak, M.; Wierzba, M.; Kossowski, B.; Marchewka, A.; Morote, R.; Klöckner, C.A. Emotional Responses to Climate Change in Norway and Ireland: A Validation of the Inventory of Climate Emotions (ICE) in Two European Countries and an Inspection of Its Nomological Span. Front. Psychol. 2024, 15, 1211272. [Google Scholar] [CrossRef]
- Ojala, M.; Cunsolo, A.; Ogunbode, C.A.; Middleton, J. Anxiety, Worry, and Grief in a Time of Environmental and Climate Crisis: A Narrative Review. Annu. Rev. Environ. Resour. 2021, 46, 35–58. [Google Scholar] [CrossRef]
- Parmentier, M.L.; Weiss, K.; Aroua, A.; Betry, C.; Rivière, M.; Navarro, O. The Influence of Environmental Crisis Perception and Trait Anxiety on the Level of Eco-Worry and Climate Anxiety. J. Anxiety Disord. 2024, 101, 102799. [Google Scholar] [CrossRef] [PubMed]
- Marczak, M.; Wierzba, M.; Zaremba, D.; Kulesza, M.; Szczypiński, J.; Kossowski, B.; Budziszewska, M.; Michałowski, J.M.; Klöckner, C.A.; Marchewka, A. Beyond Climate Anxiety: Development and Validation of the Inventory of Climate Emotions (ICE): A Measure of Multiple Emotions Experienced in Relation to Climate Change. Glob. Environ. Change 2023, 83, 102764. [Google Scholar] [CrossRef]
- Bouman, T.; Verschoor, M.; Albers, C.J.; Böhm, G.; Fisher, S.D.; Poortinga, W.; Whitmarsh, L.; Steg, L. When Worry about Climate Change Leads to Climate Action: How Values, Worry and Personal Responsibility Relate to Various Climate Actions. Glob. Environ. Change 2020, 62, 102061. [Google Scholar] [CrossRef]
- Hogg, T.L.; Stanley, S.K.; O’Brien, L.V.; Watsford, C.R.; Walker, I. Clarifying the Nature of the Association between Eco-Anxiety, Wellbeing and pro-Environmental Behaviour. J. Environ. Psychol. 2024, 95, 102249. [Google Scholar] [CrossRef]
- Lutz, P.K.; Passmore, H.-A.; Howell, A.J.; Zelenski, J.M.; Yang, Y.; Richardson, M. The Continuum of Eco-Anxiety Responses: A Preliminary Investigation of Its Nomological Network. Collabra Psychol. 2023, 9, 67838. [Google Scholar] [CrossRef]
- Verplanken, B.; Marks, E.; Dobromir, A.I. On the Nature of Eco-Anxiety: How Constructive or Unconstructive Is Habitual Worry about Global Warming? J. Environ. Psychol. 2020, 72, 101528. [Google Scholar] [CrossRef]
- Playground & Osoigo Next. The Future Is Climate. Results Report. 2022. Available online: https://elfuturoesahora.org/survey-results.html (accessed on 12 June 2024).
- Noth, F.; Tonzer, L. Understanding Climate Activism: Who Participates in Climate Marches Such as “Fridays for Future” and What Can We Learn from It? Energy Res. Soc. Sci. 2022, 84, 102360. [Google Scholar] [CrossRef]
- Pihkala, P. Eco-Anxiety, Tragedy, and Hope: Psychological and Spiritual Dimensions of Climate Change. Zygon 2018, 53, 545–569. [Google Scholar] [CrossRef]
- Passmore, H.A.; Lutz, P.K.; Howell, A.J. Eco-Anxiety: A Cascade of Fundamental Existential Anxieties. J. Constr. Psychol. 2023, 36, 138–153. [Google Scholar] [CrossRef]
- Brophy, H.; Olson, J.; Paul, P. Eco-anxiety in Youth: An Integrative Literature Review. Int. J. Ment. Health Nurs. 2023, 32, 633–661. [Google Scholar] [CrossRef]
- Heeren, A.; Mouguiama-Daouda, C.; Contreras, A. On Climate Anxiety and the Threat It May Pose to Daily Life Functioning and Adaptation: A Study among European and African French-Speaking Participants. Clim. Change 2022, 173, 15. [Google Scholar] [CrossRef] [PubMed]
- Innocenti, M.; Santarelli, G.; Lombardi, G.S.; Ciabini, L.; Zjalic, D.; Di Russo, M.; Cadeddu, C. How Can Climate Change Anxiety Induce Both Pro-Environmental Behaviours and Eco-Paralysis? The Mediating Role of General Self-Efficacy. Int. J. Environ. Res. Public Health 2023, 20, 3085. [Google Scholar] [CrossRef]
- Stanley, S.K.; Hogg, T.L.; Leviston, Z.; Walker, I. From Anger to Action: Differential Impacts of Eco-Anxiety, Eco-Depression, and Eco-Anger on Climate Action and Wellbeing. J. Clim. Change Health 2021, 1, 100003. [Google Scholar] [CrossRef]
- Wullenkord, M.C.; Tröger, J.; Hamann, K.R.S.; Loy, L.S.; Reese, G. Anxiety and Climate Change: A Validation of the Climate Anxiety Scale in a German-Speaking Quota Sample and an Investigation of Psychological Correlates. Clim. Change 2021, 168, 20. [Google Scholar] [CrossRef]
- Kurth, C.; Pihkala, P. Eco-Anxiety: What It Is and Why It Matters. Front. Psychol. 2022, 13, 981814. [Google Scholar] [CrossRef]
- Leite, Â.; Lopes, D.; Pereira, L. Pro-Environmental Behavior and Climate Change Anxiety, Perception, Hope, and Despair According to Political Orientation. Behav. Sci. 2023, 13, 966. [Google Scholar] [CrossRef]
- Lorenzini, J.; Rosset, J. Emotions and Climate Strike Participation among Young and Old Demonstrators. Soc. Mov. Stud. 2023, 23, 39–55. [Google Scholar] [CrossRef]
- AERA; APA; NCME. The Standards for Educational and Psychological Testing; American Educational Research Association: Washington, DC, USA, 2014. [Google Scholar]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd ed.; Lawrence Erlbaum Associates: Hillsdale, NJ, USA, 1988. [Google Scholar]
- Podsakoff, P.M.; MacKenzie, S.B.; Lee, J.-Y.; Podsakoff, N.P. Common Method Biases in Behavioral Research: A Critical Review of the Literature and Recommended Remedies. J. Appl. Psychol. 2003, 88, 879–903. [Google Scholar] [CrossRef] [PubMed]
- Tanaka, J.S. Multifaceted Conceptions of Fit in Structural Equation Models. In Testing Structural Equation Models. In Testing Structural Equation Models; Bollen, K.A., Long, J.S., Eds.; Sage: Newbury Park, CA, USA, 1993; pp. 10–39. [Google Scholar]
- Wheaton, B.; Muthén, B.; Alwin, D.F.; Summers, G.F. Assessing Reliability and Stability in Panel Models. In Sociological Methodology 1977; Heise, D.R., Ed.; Jossey-Bass: San Francisco, CA, USA, 1977; pp. 84–136. [Google Scholar]
- Browne, M.W.; Cudeck, R. Alternative Ways of Assessing Model Fit. In Testing Structural Equation Models; Bollen, K.A., Long, J.S., Eds.; Sage: Newbury Park, CA, USA, 1993; pp. 136–162. [Google Scholar]
- Marsh, H.W.; Hau, K.T.; Grayson, D. Goodness of Fit in Structural Equation Models. In Contemporary Psychometrics: A Festschrift for Roderick P. McDonald; Maydeu-Olivares, A., McArdle, J.J., Eds.; Lawrence Erlbaum Associates: Mahwah, NJ, USA, 2005; pp. 225–340. [Google Scholar]
- Cheung, G.W.; Rensvold, R.B. Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance. Struct. Equ. Model. 2002, 9, 233–255. [Google Scholar] [CrossRef]
- Chen, F.F. Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance. Struct. Equ. Model. 2007, 14, 464–504. [Google Scholar] [CrossRef]
- Muthén, L.K.; Muthén, B.O. Mplus User’s Guide, 8.1 ed.; Muthén & Muthén: Los Angeles, CA, USA, 2017. [Google Scholar]
- Preacher, K.J.; Rucker, D.D.; Hayes, A.F. Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions. Multivar. Behav. Res. 2007, 42, 185–227. [Google Scholar] [CrossRef]
- World Bank. Groundswell: Preparing for Internal Climate Migration: Part 2: The Impacts of Climate Change on Migration; World Bank: Washington, DC, USA, 2018; Available online: https://openknowledge.worldbank.org/entities/publication/2c9150df-52c3-58ed-9075-d78ea56c3267 (accessed on 3 April 2025).
- Agencia Estatal de Meteorología. Informe Climático del Verano 2024. AEMET. 2024. Available online: https://www.aemet.es/documentos/es/serviciosclimaticos/vigilancia_clima/resumenes_climat/estacionales/2024/Est_verano_24.pdf (accessed on 3 April 2025).
- Eurostat. Tourism Statistics; Eurostat, European Commission: Luxembourg, 2023. Available online: https://ec.europa.eu/eurostat/web/tourism (accessed on 3 April 2025).
Variable | N | (%) | |
---|---|---|---|
Gender | |||
Female | 160 | (51.9) | |
Male | 148 | (48.1) | |
Educational level | |||
Undergraduate students | 146 | (47.4) | |
Bachelor’s degree or university degree | 98 | (31.8) | |
Master’s or Ph. D. | 64 | (2.8) | |
Socioeconomic level | |||
I have no income | 89 | (28.9) | |
€1000 or less | 55 | (17.9) | |
€1001–€2000 | 113 | (36.7) | |
€2001–€3000 | 34 | (11) | |
€3001–€4000 | 11 | (3.6) | |
More than €4001 | 6 | (1.9) |
Mean (SD) | Sk | K | 1 | 2 | 3 | 4 | 5 | 6 | 7 | ||
---|---|---|---|---|---|---|---|---|---|---|---|
1. Edu. level | 3.59 | (0.972) | −0.075 | –0.891 | |||||||
2. Econom. level | 2.49 | (1.259) | 0.709 | 0.930 | 0.223 ** | ||||||
3. Eco-worry | 3.585 | (0.852) | −0.685 | 0.564 | 0.107 | 0.114 * | |||||
4. Eco-anxiety | 2.574 | (0.928) | −0.076 | −0.833 | 0.030 | 0.127 * | 0.420 ** | ||||
5. GWEBS | 3.587 | (0.879) | −0.702 | 0.657 | 0.120 * | 0.074 | 0.646 ** | 0.356 ** | |||
6. CC agency | 3.623 | (0.835) | −0.694 | 0.573 | 0.129 * | 0.065 | 0.629 ** | 0.377 ** | 0.795 ** | ||
7. SC | 3.536 | (0.787) | −0.62 | 0.715 | 0.233 ** | 0.082 | 0.637 ** | 0.339 ** | 0.638 ** | 0.622 ** | |
8. AP | 2.349 | (0.974) | 0.43 | −0.606 | 0.114 * | 0.167 ** | 0.544 ** | 0.588 ** | 0.470 ** | 0.505 ** | 0.556 ** |
Hypothesis | Estimate | 95% CI | |
---|---|---|---|
H1a | GWEBS→SC | 0.383 | [0.102, 0.340] |
H1b | GWEBS→Eco-worry | 0.161 | [0.225, 0.536] |
H1c | GWEBS→Eco-anxiety | 0.322 | [−0.009, 0.336] |
H2a | CC Agency→SC | 0.284 | [0.047, 0.297] |
H2b | CC Agency→AP | 0.308 | [0.93, 0.348] |
H2c | CC Agency→Eco-worry | 0.035 | [0.153, 0.494] |
H2d | CC Agency→Eco-anxiety | 0.217 | [0.097, 0.469] |
H3a | Eco-worry→SC | 0.175 | [0.195, 0.419] |
H3b | Eco-worry→AP | 0.121 | [0.156, 0.406] |
H4a | Eco-anxiety→SC | −0.016 | [−0.039, 0.112] |
H4b | Eco-anxiety→AP | 0.277 | [0.318, 0.522] |
H5 | Eco-worry↔Eco-anxiety | 0.425 | [0.064, 0.193] |
H6a | GWEBS→Eco-worry→SC | 0.118 | [0.062, 0.200] |
H6b | GWEBS→Eco-worry→AP | 0.106 | [0.052, 0.184] |
H7a | CC agency→Eco-worry→SC | 0.099 | [0.044, 0.177] |
H7b | CC agency→Eco-worry→AP | 0.089 | [0.040, 0.164] |
H8a | GWEBS→Eco-anxiety→SC | 0.006 | [−0.004, 0.028] |
H8b | GWEBS→Eco-anxiety→AP | 0.068 | [−0.002, 0.154] |
H9a | CC agency→Eco-anxiety→SC | 0.010 | [−0.008, 0.042] |
H9b | CC agency→Eco-anxiety→AP | 0.121 | [0.045, 0.207] |
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López-García, L.; Latorre, F.; Vecina, M.L.; Díaz-Silveira, C. What Drives Pro-Environmental Behavior? Investigating the Role of Eco-Worry and Eco-Anxiety in Young Adults. Sustainability 2025, 17, 4543. https://doi.org/10.3390/su17104543
López-García L, Latorre F, Vecina ML, Díaz-Silveira C. What Drives Pro-Environmental Behavior? Investigating the Role of Eco-Worry and Eco-Anxiety in Young Adults. Sustainability. 2025; 17(10):4543. https://doi.org/10.3390/su17104543
Chicago/Turabian StyleLópez-García, Laura, Felisa Latorre, María Luisa Vecina, and Cintia Díaz-Silveira. 2025. "What Drives Pro-Environmental Behavior? Investigating the Role of Eco-Worry and Eco-Anxiety in Young Adults" Sustainability 17, no. 10: 4543. https://doi.org/10.3390/su17104543
APA StyleLópez-García, L., Latorre, F., Vecina, M. L., & Díaz-Silveira, C. (2025). What Drives Pro-Environmental Behavior? Investigating the Role of Eco-Worry and Eco-Anxiety in Young Adults. Sustainability, 17(10), 4543. https://doi.org/10.3390/su17104543