Abstract
Given that human behaviour is a major cause of environmental problems, psychology can play a crucial role in the efforts to deal with environmental issues. Environmentally significant behaviours (EBs) are defined as behaviours that harm the (natural) environment as little as possible or that contribute to its protection. However, psychologists often assess behaviours that are the target of interest without knowing their influence on the ecological system. The Pro-Environmental Behaviours Scale (PEBS; Markle in Hum Ecol 41:905–914, 2013) is, to our knowledge, the only scale based on empirical evidence from environmental scientific studies that covers the principal EBs categories proposed in the literature (private-sphere environmentalist, activism, and nonactivist behaviours in the public sphere). The aim of this paper is to adapt the original PEBS to the Italian context (qualitative phase) and to verify its psychometric properties (e.g. factor structure) (quantitative phase). The original scale was slightly modified following a suggestion obtained in a focus group (n = 17) and in a pilot study (n = 18). On a sample of 765 Italian adults [70% female, mean (SD) age = 41.7 (12.2), 2 missing] results revealed a 4-factor structure (conservation, environmental citizenship, food, and transportation) of the Italian PEBS, like the original version (Markle 2013), maintaining 15 of the 19 original items (CFI = .973; RMSEA = .037: WRMR = 1.047; χ2(84) = 170.63, p < .001; explained variance = 42%). Other psychometrics properties were “good” or better. Results suggest that the Italian PEBS is a valid and reliable tool for assessing the principal EBs proposed by the literature as having a great impact on the environment.
Similar content being viewed by others
References
American Psychological Association (APA). (2009). Task force on the interface between psychology and global climate change. Psychology and global climate change: Addressing a multi-faceted phenomenon and set of challenges. Retrieved July 23, 2018 from https://www.apa.org/science/about/publications/climate-change-booklet.pdf.
Armel, K., Yan, K., Todd, A., & Robinson, T. (2011). The stanford climate change behaviour survey (SCCBS): Assessing greenhouse gas emissions-related behaviours in individuals and populations. Climatic Change, 109(3–4), 671–694.
Bamberg, S., & Moser, G. (2007). Twenty years after Hines, Hungerford, and Tomera: A new meta-analysis of psycho-social determinants of pro-environmental behaviour. Journal of Environmental Psychology, 27, 14–25.
Berto, R., Barbiero, G., Barbiero, P., & Senes, G. (2008). An individual’s connection to nature can affect perceived restorativeness of natural environments. Some observations about biophilia. Behavioural Science, 8(3), 34–52.
Bleys, B., Defloor, B., Ootegem, L., & Verhofstadt, E. (2018). The environmental impact of individual behaviour: Self-assessment versus the ecological footprint. Environment and Behavior, 50(2), 187–212.
Bobbio, A., & Manganelli, A. M. (2011). Measuring social desirability responding. A short version of Paulhus’ BIDR 6. Testing, Psychometrics Methodology in Applied Psychology, 18(2), 117–135.
Brick, C., & Lewis, G. J. (2016). Unearthing the “green” personality: Core traits predict environmentally friendly behaviour. Environment and Behavior, 48(5), 635–658.
Brower, M., & Leon, W. (1999). The consumer’s guide to effective environmental choices: Practical advice from the union of concerned scientists. New York: Three Rivers Press.
Brown, T. (2006). Confirmatory factor analysis for applied research. New York: Guilford.
Bruni, C., & Schultz, P. (2010). Implicit beliefs about self and nature: Evidence from an IAT game. Journal of Environmental Psychology, 30, 95–102.
Byrne, B. (2008). Testing for multigroup equivalence of a measuring instrument: A walk through the process. Psicothema, 20(4), 872–882.
Byrne, B., Shavelson, R., & Muthen, B. (1989). Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement in variance. Psychological Bullettin, 105(3), 456–466.
Chawla, L., & Derr, V. (2012). The Development of conservation behaviours in childhood and youth. In S. D. Clayton (Ed.), The Oxford handbook of environmental and conservation psychology (pp. 629–660). Oxford: Oxford Library of Psychology.
Cheung, G., & Rensvold, R. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255.
Chiorri, C., Bracco, F., Piccinno, T., Modafferi, C., & Battini, V. (2015). Psychometric properties of a revised version of the ten item personality inventory. European Journal of Psychologial Assessment, 31(2), 109–119.
Clayton, S. D. (2012). Environment and identity. In S. D. Clayton (Ed.), The Oxford handbook of environmental and conservation psychology (pp. 208–228). Oxford: Oxford University Press.
Clayton, S. D., & Brook, A. (2005). Can psychology help save the world? A model for conservation psychology. Analyses of Social Issues and Public Policy, 5, 87–102.
Clayton, S. D., & Sauders, C. (2012). Introduction: Environmental and conservation psychology. In S. D. Clayton (Ed.), The Oxford handbook of environmental and conservation psychology (pp. 23–29). Oxford: Oxford Library of Psychology.
Cleveland, M., Kalamas, M., & Laroche, M. (2005). Shades of green: Linking environmental locus of control and pro-environmental behaviours. Journal of Consumer Marketing, 22(4), 198–212.
Corral-Verdugo, V., Tapia-Fonllem, C., & Ortiz-Valdez, A. (2015). On the relationship between character strengths and sustainable behaviour. Environment and Behavior, 47(8), 877–901.
Davis, J., Le, B., & Coy, A. (2011). Building a model of commitment to the natural environment to predict ecological behaviour and willingness to sacrifice. Journal of Environmental Psychology, 31, 257–265.
De Dominicis, S., Schultz, P., & Bonaiuto, M. (2017). Protecting the environment for self-interested reasons: Altruism is not the only pathway to sustainability. Frontiers in Psychology, 8, 1065.
DiStefano, C., Liu, J., Jiang, N., & Shi, D. (2018). Examination of the weighted root mean square residual: Evidence for trustworthiness? Structural Equation Modeling, 25, 453–466.
Dono, J., Webb, J., & Richardson, B. (2010). The relationship between environmental activism, pro-environmental behaviour and social identity. Journal of Environmental Psychology, 30, 178–186.
Dunlap, R. E., Van Liere, K. D., Mertig, A. G., & Jones, R. E. (2000). Measuring endorsement of the new ecological paradigm: A revised NEP scale. Journal of Social Issues, 56, 425–442.
Dunn, T., Baguley, T., & Brunsden, V. (2014). From alpha to omega: A practical solution to the pervasive problem of internal consistency estimation. British Journal of Psychology, 105, 399–412.
Dutcher, D., Finley, J., Luloff, A., & Johnson, J. (2007). Connectivity with nature as a measure of environmental values. Environment and Behavior, 39(4), 474–493.
Foley, J. A., Defries, R., Asner, G. P., et al. (2005). Global consequences of land use. Science, 309, 570–574.
Folz, D. (1991). Recycling program design, management, and participation: A national survey of municipal experience. Public Administration Review, 51, 222–231.
Fraj, E., & Martinez, E. (2006). Influence of personality on ecological consumer behaviour. Journal of Consumer Behavior, 5, 167–181.
Gardner, G., & Stern, P. (2008). The short list: Most effective actions U.S. households can take to limit climate change. Environment Science and Policy for Sustainable Development, 50(5), 12–25.
Gifford, R. (2008). Psychology’s essential role in alleviating the impacts of climate change. Canadian Psychology, 49(4), 273–280.
Gifford, R. (2011). The dragons of inaction: Psychological barriers that limit climate change mitigation and adaptation. American Psychologist, 66(4), 290–302.
Gifford, R., & Nilsson, A. (2014). Personal and social factors that influence. International Journal of Psychology, 65, 141–157.
Giuliani, M., & Scopelliti, M. (2009). Empirical research in environmental psychology: Past, present, and future. Journal of Environmental Psychology, 29, 375–386.
Gosling, E., & Williams, K. (2010). Connectedness to nature, place attachment and conservation behaviour: Testing connectedness theory among farmers. Journal of Environmental Psychology, 30, 298–304.
Green, S., & Yang, Y. (2009). Reliability of summed item scores using structural equation modeling: An alternative to coefficient alpha. Psychometrika, 74, 155–167.
Hartig, T., Kaiser, F., & Strumse, E. (2007). Psychological restoration in nature as a source of motivation for ecological behaviour. Environmental Conservation, 34(4), 215–226.
Hartig, T., Kaiser, F. G., & Bowler, P. A. (2001). Psychological restoration in nature as positive motivation for ecological behaviour. Environment and Behavior, 33(4), 590–607.
Hilbig, B., Zettler, I., Moshagen, M., & Heydasch, T. (2013). Tracing the path from personality—Via cooperativeness—To conservation. European Journal of Personality, 27, 319–327.
Hirsch, J., & Dolderman, D. (2007). Personality predictors of consumerism and environmentalism: A preliminary study. Personality and Individual Differences, 43, 1583–1593.
Intergovernmental Panel on Climate Change (IPCC). (2007). Climate change 2007: Synthesis report. Retrieved November 14, 2019 from https://www.ipcc.ch/site/assets/uploads/2018/02/ar4_syr_full_report.pdf.
Intergovernmental Panel on Climate Change (IPCC). (2013). Climate change 2013: The physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. Retrieved March 3, 2018 from http://www.climatechange2013.org/images/report/WG1AR5_ALL_FINAL.pdf.
Intergovernmental Panel on Climate Change (IPCC). (2014). Climate change 2014: Synthesis report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Retrieved March 3, 2018 from https://www.ipcc.ch/site/assets/uploads/2018/05/SYR_AR5_FINAL_full_wcover.pdf.
Iwata, O. (2004). Some psychological correlates of environmentally responsible behaviour. Social Behavior and Personality, 32(8), 703–714.
Jackson, D. L., Gillaspy, J. A., & Purc-Stephenson, R. (2009). Reporting practices in confirmatory factor analysis: An overview and some recommendations. Psychological Methods, 14(1), 6–23.
Jagers, S., Martinsson, J., & Matti, S. (2016). The environmental psychology of the ecological citizen: Comparing competing models of pro-environmental behaviour. Social Science Quarterly, 97(5), 1005–1022.
Joireman, J., Posey, D., Truelove, H., & Parks, C. (2009). The environmentalist who cried drought: Reactions to repeated warnings about depleting resources under conditions of uncertainty. Journal of Environmental Psychology, 29, 181–192.
Jorgensen, D. T. (2016). SemTools: Useful tools for structural equation modeling. R package version 0.4-14. Retrived January 16, 2017 from https://CRAN.R-project.org/package=semTools.
Kaiser, F. (1998). A general measure of ecological behaviour. Journal of Applied Social Psychology, 28, 395–422.
Kaiser, F., & Wilson, M. (2004). Goal-directed conservation behaviour: The specific composition of a general performance. Personality and Individual Difference, 36, 1531–1544.
Koger, S., & Scott, B. (2007). Psychology and environmental sustainability: A call for integration. Teaching of Psychology, 34(1), 10–18.
Kollmuss, A., & Agyeman, J. (2002). Mind the gap: Why do people act environmentally and what are the barriers to pro-environmental behaviour? Environmental Education Research, 8(3), 239–260.
Lee, Y., Kim, S., Kim, M., & Choi, J. (2014). Antecedents and interrelationships of three types of pro-environmental behaviour. Journal of Business Research, 67, 2097–2105.
Levine, D. S., & Strube, M. J. (2012). Environmental attitudes, knowledge, intentions and behaviours among college students. The Journal of Social Psychology, 152(3), 308–326.
Li, C. (2016). Confirmatory factor analysis with ordinal data: Comparing robust maximum likelihood and diagonally weighted least squares. Behavior Research Methods, 48, 936–949.
Little, R., & Rubin, D. (1987). Statistical analysis with missing data. New York: Wiley.
Maki, A., Burns, R., Ha, L., & Rothman, A. (2016). Paying people to protect the environment: A meta-analysis of financial incentive interventions to promote proenvironmental behaviours. Journal of Environmental Psychology, 47, 242–255.
Markle, G. L. (2013). Pro-environmental behaviour: Does it matter how it’s measured? Development and validation of the pro-environmental behaviour scale (PEBS). Human Ecology, 41, 905–914.
Markowitz, E. M., Goldber, L. R., Ashton, M. C., & Lee, K. (2012). Profiling the “pro-environmental individual”: A personality perspective. Journal of Personality, 80(1), 81–111.
Mayer, F., & Frantz, C. (2004). The connectedness to nature scale: A measure of individuals’ feeling in community with nature. Journal of Environmental Psychology, 24, 503–515.
Milfont, T. (2012). Cultural differences in environmental engagement. In S. D. Clayton (Ed.), The Oxford handbook of environmental and conservation psychology (pp. 229–252). Oxford: Oxford Library of Psychology.
Milfont, T., & Sibley, C. (2012). The big five personality traits and environmental engagement: Associations at the individual and societal level. Journal of Environmental Psychology, 32, 187–195.
Millennium Ecosystems Assessment. (2005). Ecosystems and human well-being: Current state and trends: Findings of the condition and trends working group of the Millennium Ecosystem Assessment (Vol. 2). Washington, DC: Island Press.
Mobley, C., Vagias, W., & DeWard, S. (2010). Exploring additional determinants of environmentally responsible behaviour: The influence of environmental literature and environmental attitudes. Environment and Behavior, 42(4), 420–447.
Otto, S., Kaiser, F., & Arnold, O. (2014). The critical challenge of climate change for psychology: Preventing rebound and promoting more individual irrationality. European Psychologist, 19(2), 96–106.
Paulhus, D. (1991). Measurement and control of response bias. In J. Robinson, P. Shaver, & L. Wrightsman (Eds.), Measures of personality and social psychological attitudes (Vol. 1, pp. 17–59)., Academic Press CA: San Diego.
Poṧkus, M., & Žukauskiene, R. (2017). Predicting adolescents’ recycling behaviour among different big five personality types. Journal of Environmental Psychology, 54, 57–64.
Prati, G., Albanese, C., & Pietrantoni, L. (2017). The interplay among environmental attitudes, pro-environmental behaviour, social identity, and pro-environmental institutional climate. A longitudinal study. Environmental Education Research, 23(2), 176–191.
Raykov, T. (1998). Coefficient alpha and composite reliability with interrelated nonhomogeneous items. Applied Psychological Measurement, 22, 375–385.
Raykov, T., & Shrout, P. (2002). Reliability of scales with general structure: Point and interval estimation using structural equation modeling approach. Structural Equation Modelling, 9, 195–212.
Rosseel, Y. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48, 1–36.
Saleem, M. A., Eagle, L., & Low, D. (2018). Climate change behaviours related to purchase and use of personal cars: Development and validation of eco-socially conscious consumer behaviour scale. Transportation Research Part D, 59, 68–85.
Saunders, C. (2003). The emerging field of conservation psychology. Human Ecology Review, 10(2), 137–149.
Scannell, L., & Gifford, R. (2010). The relations between natural and civic place attachment and pro-environmental behaviour. Journal of Environmental Psychology, 30, 290–297.
Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the fit of structural equation models: Test of significance and descriptive goodness-of-fit measures. Methods of Psychological Research, 8(2), 23–74.
Schreiber, J., Nora, A., Stage, F., Barlow, E., & King, J. (2006). Reporting structural equation modeling and confirmatory factor analysis results: A review. Journal of Educational Research, 99(6), 323–337.
Schultz, P. W., & Kaiser, F. G. (2012). Promoting pro-environmental behaviour. In S. D. Clayton (Ed.), The Oxford handbook of environmental and conservation psychology (pp. 661–691). Oxford: Oxford University Press.
Schultz, P. W., Gouveia, V. V., Cameron, L. D., Tankha, G., Schmuck, P., & Franěk, M. (2005). Values and their relationship to environmental concern and conservation behavior. Journal of Cross-Cultural Psychology, 36(4), 457–475. https://doi.org/10.1177/0022022105275962.
Seebauer, S., Fleiß, J., & Schweighart, M. (2017). A household is not a person: Consistency of pro-environmental behaviour in adult couples and the accuracy of proxy-reports. Environment and Behavior, 49(6), 603–637.
Sorbom, D., & Joreskog, K. (1982). The use of structural equation models in evaluation research. In C. Fornell (Ed.), A second generation of multivariate analysis: Vol. 2. Measurement and evaluation (pp. 381–418). New York: Praeger.
Staats, H. (2012). Restorative environments. In S. D. Clayton (Ed.), The Oxford handbook of environmental and conservation psychology (pp. 537–553). Oxford: Oxford University Press.
Stanton, J. (1998). An empirical assessment of data collection using the Internet. Personnel Psychology, 51(3), 709–725.
Steg, L., & Vlek, C. (2009). Encouraging pro-environmental behaviour: An integrative review and research agenda. Journal of Environmental Psychology, 29, 309–317.
Stern, P. (1997). Toward a working definition of consumption for environmental research and policy. In P. Stern, T. Dietz, V. Ruttan, R. Socolow, & J. Sweeney (Eds.), Environmentally significant consumption: Research directions (pp. 12–35). Washington, DC: National Academy Press.
Stern, P. (2000). Toward a coherent theory of environmentally significant behaviour. Journal of Social Issues, 56(3), 407–424.
Stern, P. (2011). Contributions of psychology to limiting climate change. American Psychologist, 66(4), 303–314.
Stern, P., Dietz, T., Abel, T., Guagnano, G., & Kalof, L. (1999). A value-belief-norm theory of support for social movements: The case of environmentalism. Research in Human Ecology, 6(2), 81–97.
Stern, P., & Oskamp, S. (1987). Managing scarce environmental resources. In I. Altman & D. Stokols (Eds.), Handbook of environmental psychology (pp. 1043–1088). New York: Wiley.
Swim, J., Stern, P., Doherty, T., Clayton, S. D., Reser, J., Weber, E., et al. (2011). Psychology’s contributions to understanding and addressing global climate change. American Psychologist, 66(4), 241–250.
Tabachnick, B., & Fidell, L. (2013). Using multivariate statistics (6th ed.). New York: Harper Collins.
Tabi, A. (2013). Does pro-environmental behaviour affect carbon emissions? Energy Policy, 63, 972–981.
Takahashi, B., & Selfa, T. (2015). Predictors of pro-environmental behaviour in rural American communities. Environment and Behavior, 47(8), 856–876.
Thompson, L., Surface, E., Martin, D., & Sanders, M. (2003). From paper to pixels: Moving personnel surveys to the Web. Personnel Psychology, 42(1), 197–227.
U.S. Energy Information Administration. (2011). Annual energy review 2011. Retrived November 7, 2017 from https://www.eia.gov/totalenergy/data/annual/pdf/aer.pdf (2017).
Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. https://doi.org/10.1177/109442810031002.
Vesely, S., & Klockner, C. (2018). Global social norms and environmental behaviour. Environment and Behavior, 50(3), 247–272.
Wackernagel, M., & Rees, W. (2004). Our ecological footprint: Reducing human impact on the earth. Gabriola Island: New Society Publishers.
Wada, Y., Van Beek, L., & Bierkens, M. F. (2011). Modelling global water stress of the recent past: On the relative importance of trends in water demand and climate variability. Hydrology and Earth System Sciences, 15, 3785–3805.
Werner, C., Brown, B., & Gallimore, J. (2010). Light rail use is more likely on “walkable” blocks: Further support for using micro-level environmental audit measures. Journal of Environmental Behavior, 30, 206–214.
Whitburn, J., Linklater, W., & Milfont, T. (2018). Exposure to urban nature and tree planting are related to pro-environmental behaviour via connection to nature, the use of nature for psychological restoration, and environmental attitudes. Environment and Behavior, 51(7), 1–24.
Willett, W., Rockström, J., Loken, B., Springmann, M., Lang, T., Vermeulen, S., et al. (2019). Food in the Anthropocene: The EAT–Lancet Commission on healthy diets from sustainable food systems. Lancet, 393, 447–492.
Wilson, E. (1984). Biophilia. Cambridge, MA: Harvard University Press.
Wright, K. (2005). Researching internet-based populations: Advantages and disadvantages of online survey research, online questionnaire authoring software packages, and web survey services. J Computer-Mediated Communication. https://doi.org/10.1111/j.1083-6101.2005.tb00259.x.
Yu, C.-Y. (2002). Evaluation of model fit indices for latent variable models with categorical and continuous outcomes. Unpublished dissertation. Retrived November 30, 2014 from https://www.statmodel.com/download/Yudissertation.pdf.
Zafeiroudi, A., & Hatzigeorgiadis, A. (2014). Validation of the greek version of the responsible environmental behaviour scale and relationships with participation in outdoor activities. International Journal of Sport Management, Recreation & Tourism, 13, 30–37.
Zinbarg, R., Yovel, I., Rvelle, W., & McDonald, R. (2006). Estimating generalizability to a latent variable common to all of a scale’s indicators: A comparison of estimators for ω. Applied Psychological Measurement, 30(2), 121–144.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Appendices
Appendix A: Italian version of Pro-Environmental Behaviour Scale
1. How often do you turn off the lights when leaving a room?a [EXCLUDED] |
2. How often do you switch off standby modes of appliances or electronic devices?a |
3. How often do you cut down on heating or air conditioning to limit energy use?a |
4. How often do you turn off the TV when leaving a room?b [EXCLUDED] |
5. How often do you limit your time in the shower in order to conserve water?a |
6. How often do you wait until you have a full load to use the washing machine or dishwasher?a |
7. At which temperature do you wash most of your clothes?c [EXCLUDED] |
8. Are you currently a member of any environmental, conservation, or wildlife protection group?d |
9. During the past year have you contributed money to an environmental, conservation, or wildlife protection groupd |
10. How frequently do you watch television programmes, movies, or internet videos about environmental issues?e |
11. How often do you talk to others about their environmental behaviour?e |
12. During the past year have you increased the amount of organically grown fruits and vegetables you consume?d |
13. Please answer the following question based on the vehicle you drive most often: approximately how many kilometres per litre does the vehicle get?f |
14. During the past year have you decreased the amount of beef you consume?g |
15. During the past year have you decreased the amount of pork you consume?g |
16. During the past year have you decreased the amount of poultry you consume?g |
17. During the past year how often have you car-pooled?h [EXCLUDED] |
18. During the past year how often have you used public transportation?h |
19. During the past year how often have you walked or cycled instead of driving?h |
Appendix B: Original Pro-Environmental Behaviour Scale (Markle 2013)
Conservation |
How often do you turn off the lights when leaving a room?a |
How often do you switch off standby modes of appliances or electronic devices?a |
How often do you cut down on heating or air conditioning to limit energy use?a |
How often do you turn off the TV when leaving a room?a |
How often do you limit your time in the shower in order to conserve water?a |
How often do you wait until you have a full load to use the washing machine or dishwasher?a |
At which temperature do you wash most of your clothes?b |
Environmental citizenship |
Are you currently a member of any environmental, conservation, or wildlife protection group?c |
During the past year have you contributed money to an environmental, conservation, or wildlife protection group?c |
How frequently do you watch television programmes, movies, or internet videos about environmental issues?d |
How often do you talk to others about their environmental behaviour?d |
During the past year have you increased the amount of organically grown fruits and vegetables you consume?c |
Please answer the following question based on the vehicle you drive most often: approximately how many miles per gallon does the vehicle get?e |
Food |
During the past year have you decreased the amount of beef you consume?f |
During the past year have you decreased the amount of pork you consume?f |
During the past year have you decreased the amount of poultry you consume?f |
Transportation |
During the past year how often have you car-pooled?g |
During the past year how often have you used public transportation?g |
During the past year how often have you walked or cycled instead of driving?g |
Rights and permissions
About this article
Cite this article
Menardo, E., Brondino, M. & Pasini, M. Adaptation and psychometric properties of the Italian version of the Pro-Environmental Behaviours Scale (PEBS). Environ Dev Sustain 22, 6907–6930 (2020). https://doi.org/10.1007/s10668-019-00520-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10668-019-00520-3