Influence of Appeal Type and Message Framing on Residents’ Intent to Engage in Pro-Environmental Behavior
Abstract
:1. Introduction
2. Literature Review and Hypotheses
2.1. Appeal Type and PEBs
2.2. Message Framing and PEBs
2.3. Appeal Type and Message Framing
2.4. The Mediating Role of Environmental Risk Perception
2.5. The Mediating Role of Pro-Environmental Identity
3. Study 1
3.1. Method
3.1.1. Participants and Design
3.1.2. Procedure
3.1.3. Measures
3.2. Results
4. Study 2
4.1. Method
4.1.1. Participants and Design
4.1.2. Procedure and Manipulations
4.2. Results
4.2.1. Manipulation Checks
4.2.2. Hypothesis Testing
5. Study 3
5.1. Method
5.1.1. Participants and Design
5.1.2. Procedure and Manipulations
5.2. Results
5.2.1. Manipulation Checks
5.2.2. Hypothesis Testing
6. Discussion
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Intention of Waste Separation (IWS) a | |
IWS1 | I will actively participate in the green life action to reduce the household waste. |
IWS2 | I will separately store the classified garbage before putting it in. |
IWS3 | When handling garbage, I will put it into different categories. |
IWS4 | I will complain and report violations of household waste management regulations to relevant departments. |
IWS5 | If I mix hazardous waste with recyclables, wet waste and dry waste, I am willing to accept corresponding punishment. |
Intention of Other PEBs (IOP) b | |
IOP1 | Green traveling |
IOP2 | Buy green products |
IOP3 | Actively recycle and use idle articles |
IOP4 | Water saving |
IOP5 | Save the electric power |
IOP6 | Do not use disposable tableware when dining out |
IOP7 | Bring own toiletries when traveling |
IOP8 | Bring own shopping bag when shopping |
IOP9 | Reuse plastic bags |
IOP10 | Environmental policy support |
IOP11 | Participate in various environmental protection activities |
Pro-environmental Identity (PI) c | |
PI1 | I consider myself an environmental consumer. |
PI2 | I think I am a very concerned person about environmental issues. |
PI3 | If people think my lifestyle is environmentally friendly, I will feel embarrassed *. |
PI4 | I don’t want my family and friends to think I care about environmental issues *. |
PI5 | Environmental protection is an important part of me. |
PI6 | I’m not the kind of person committed to environmentally friendly behavior *. |
Environmental Risk Perception (ERP) d | |
ERP1 | air |
ERP2 | water |
ERP3 | noise |
ERP4 | industrial waste |
ERP5 | household waste pollution |
ERP6 | the lack of green space |
ERP7 | destruction of forest vegetation |
ERP8 | degradation of cultivated land quality |
ERP9 | the shortage of fresh water resources |
ERP10 | food pollution |
ERP11 | desertification |
ERP12 | wildlife reduction |
a 1 = Strongly disagree 7 = Strongly agree; b 1 = Never 7 = Always; c 1 = Strongly disagree 7 = Strongly agree; d 1 = Strongly disagree 7 = Strongly agree; * Reverse scoring. |
Appendix B
References
- UNEP. Global Environment Outlook-GE0-6: Healthy Planet, Healthy People; University Printing House: Cambridge, UK, 2019. [Google Scholar]
- Forum World Economic. Global Risks Report 2022; World Economic Forum: This year’s Report, Shares the Results of the Latest Global Risks Perception Survey (GRPS) in the Context of the Current Global Outlook, Followed by an Analysis of Growing Divergences in the Areas of Climate Transition, Cybersecurity, Mobility, and Outer Space; Forum World Economic: Cologny, Switzerland, 2022. [Google Scholar]
- Jianming, W.; Longchang, W. The Categories, Dimensions and Mechanisms of Emotions in the Studies of Pro-environmental Behavior. Adv. Psychol. Sci. 2015, 23, 2153–2166. [Google Scholar] [CrossRef]
- Stern, P.C. New Environmental Theories: Toward a Coherent Theory of Environmentally Significant Behavior. J. Soc. Issues 2000, 56, 407–424. [Google Scholar] [CrossRef]
- Maki, A.; Carrico, A.R.; Raimi, K.T.; Truelove, H.B.; Araujo, B.; Yeung, K.L. Meta-analysis of pro-environmental behaviour spillover. Nat. Sustain. 2019, 2, 307–315. [Google Scholar] [CrossRef]
- Thøgersen, J.; Ölander, F. Spillover of environment-friendly consumer behaviour. J. Environ. Psychol. 2003, 23, 225–236. [Google Scholar] [CrossRef]
- Thøgersen, J.; Crompton, T. Simple and Painless? The Limitations of Spillover in Environmental Campaigning. J. Consum. Policy 2009, 32, 141–163. [Google Scholar] [CrossRef] [Green Version]
- Carrico, A.R.; Raimi, K.T.; Truelove, H.B.; Eby, B. Putting Your Money Where Your Mouth Is: An Experimental Test of Pro-Environmental Spillover from Reducing Meat Consumption to Monetary Donations. Environ. Behav. 2017, 50, 723–748. [Google Scholar] [CrossRef] [Green Version]
- Evans, L.; Maio, G.R.; Corner, A.; Hodgetts, C.J.; Ahmed, S.; Hahn, U. Self-interest and pro-environmental behaviour. Nat. Clim. Chang. 2013, 3, 122–125. [Google Scholar] [CrossRef]
- Kaza, S.; Yao, L.; Bhada-Tata, P.; Van Woerden, F. What a Waste 2.0: A Global Snapshot of Solid Waste Management to 2050; World Bank Publications: Washington, DC, USA, 2018. [Google Scholar]
- Xu, L.; Ling, M.; Wu, Y. Economic incentive and social influence to overcome household waste separation dilemma: A field intervention study. Waste Manag. 2018, 77, 522–531. [Google Scholar] [CrossRef]
- Chuanbin, Z.; Bin, L.; Lerong, S.; Zhuqi, C.; Yijie, L. Assessment of Municipal Solid Waste Recycling Rate and Its Statistic Data Collecting Strategy in China. Chin. J. Environ. Manag. 2018, 10, 7. [Google Scholar] [CrossRef]
- “Not in My Backyard”, Let Technology to Empower Environmental Governance. Available online: http://www.nengyuanjie.net/article/61572.html (accessed on 8 November 2022).
- DanDan, W. The Impact Mechanism of Environmental Risk Perception on Environmentally Friendly Behavior. J. Yunnan Adm. College. 2019, 21, 95–100. [Google Scholar] [CrossRef]
- Zhou, Q.; Tang, S.K. Media Use and Chinese Public’s Pro-environmental Behavior:Analyzing the Multiple Mediation Effects of Environmental Knowledge and Environmental Risk Perception. J. China Univ. Geosci. 2017, 17, 80–94. [Google Scholar] [CrossRef]
- Oribe-Garcia, I.; Kamara-Esteban, O.; Martin, C.; Macarulla-Arenaza, A.M.; Alonso-Vicario, A. Identification of influencing municipal characteristics regarding household waste generation and their forecasting ability in Biscay. Waste Manag. 2015, 39, 26–34. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Knussen, C.; Yule, F.; MacKenzie, J.; Wells, M. An analysis of intentions to recycle household waste: The roles of past behaviour, perceived habit, and perceived lack of facilities. J. Environ. Psychol. 2004, 24, 237–246. [Google Scholar] [CrossRef]
- Truelove, H.B.; Carrico, A.R.; Weber, E.U.; Raimi, K.T.; Vandenbergh, M.P. Positive and negative spillover of pro-environmental behavior: An integrative review and theoretical framework. Glob. Environ. Chang. 2014, 29, 127–138. [Google Scholar] [CrossRef]
- Steinhorst, J.; Klöckner, C.A.; Matthies, E. Saving electricity—For the money or the environment? Risks of limiting pro-environmental spillover when using monetary framing. J. Environ. Psychol. 2015, 43, 125–135. [Google Scholar] [CrossRef]
- Steinhorst, J.; Matthies, E. Monetary or environmental appeals for saving electricity?–Potentials for spillover on low carbon policy acceptability. Energy Policy 2016, 93, 335–344. [Google Scholar] [CrossRef]
- Ellingsen, T.; Johannesson, M.; Mollerstrom, J.; Munkhammar, S. Social framing effects: Preferences or beliefs? Game Econ. Behav. 2012, 76, 117–130. [Google Scholar] [CrossRef]
- Bullard, O.; Penner, S. A regulatory-focused perspective on philanthropy: Promotion focus motivates giving to prevention-framed causes. J. Bus. Res. 2017, 79, 173–180. [Google Scholar] [CrossRef]
- Thøgersen, J.; Noblet, C. Does green consumerism increase the acceptance of wind power? Energy Policy 2012, 51, 854–862. [Google Scholar] [CrossRef] [Green Version]
- Xu, L.; Zhang, X.; Ling, M. Pro-environmental spillover under environmental appeals and monetary incentives: Evidence from an intervention study on household waste separation. J. Environ. Psychol. 2018, 60, 27–33. [Google Scholar] [CrossRef]
- Dogan, E.; Bolderdijk, J.W.; Steg, L. Making Small Numbers Count: Environmental and Financial Feedback in Promoting Eco-driving Behaviours. J. Consum. Policy 2014, 37, 413–422. [Google Scholar] [CrossRef]
- Bullard, O.; Manchanda, R.V. Do sustainable products make us prevention focused? Market. Lett 2013, 24, 177–189. [Google Scholar] [CrossRef]
- Saari, U.A.; Damberg, S.; Frömbling, L.; Ringle, C.M. Sustainable consumption behavior of Europeans: The influence of environmental knowledge and risk perception on environmental concern and behavioral intention. Ecol. Econ. 2021, 189, 107155. [Google Scholar] [CrossRef]
- Qi, A.; Ji, Z.; Gong, Y.; Yang, B.; Sun, Y. The Impact of the Gain-Loss Frame on College Students’ Willingness to Participate in the Individual Low-Carbon Behavior Rewarding System (ILBRS): The Mediating Role of Environmental Risk Perception. Int. J. Environ. Res. Public Health 2022, 19, 11008. [Google Scholar] [CrossRef]
- Whitmarsh, L.; O’Neill, S. Green identity, green living? The role of pro-environmental self-identity in determining consistency across diverse pro-environmental behaviours. J. Environ. Psychol. 2010, 30, 305–314. [Google Scholar] [CrossRef]
- Clayton, S.D. The Oxford Handbook of Environmental and Conservation Psychology; Oxford University Press: Oxford, UK, 2012. [Google Scholar]
- Van Der Werff, E.; Steg, L. Spillover benefits: Emphasizing different benefits of environmental behavior and its effects on spillover. Front. Psychol. 2018, 9, 2347. [Google Scholar] [CrossRef] [PubMed]
- Geng, L.; Chen, Y.; Ye, L.; Zhou, K.; Chen, Y. How to predict future pro-environmental intention? The spillover effect of electricity-saving behavior under environmental and monetary framing. J. Clean Prod. 2019, 233, 1029–1037. [Google Scholar]
- Thomas, G.O.; Poortinga, W.; Sautkina, E. The Welsh single-use carrier bag charge and behavioural spillover. J. Environ. Psychol. 2016, 47, 126–135. [Google Scholar] [CrossRef] [Green Version]
- Fischer, C. Feedback on household electricity consumption: A tool for saving energy? Energy Effic. 2008, 1, 79–104. [Google Scholar] [CrossRef]
- Xu, L.; Ling, M.; Lu, Y.; Shen, M. External influences on forming residents’ waste separation behaviour: Evidence from households in Hangzhou, China. Habitat Int. 2017, 63, 21–33. [Google Scholar] [CrossRef]
- Oreg, S.; Katz-Gerro, T. Predicting Proenvironmental Behavior Cross-Nationally: Values, the Theory of Planned Behavior, and Value-Belief-Norm Theory. Environ. Behav. 2006, 38, 462–483. [Google Scholar] [CrossRef]
- Lange, F.; Dewitte, S. Cognitive Flexibility and Pro–Environmental Behaviour: A Multimethod Approach. Eur. J. Personal. 2019, 33, 488–505. [Google Scholar] [CrossRef]
- Zhao, M.Y.; Dong, S.C.; Wu, Z.H.; Li, Y.; Ma, H.; Shao, D.; Gao, N.; Xia, B. Influence of forest experience education on urban public’s environmentally responsible behavior. Resour. Sci. 2020, 42, 583–592. [Google Scholar] [CrossRef]
- Spence, A.; Leygue, C.; Bedwell, B.; O’Malley, C. Engaging with energy reduction: Does a climate change frame have the potential for achieving broader sustainable behaviour? J. Environ. Psychol. 2014, 38, 17–28. [Google Scholar] [CrossRef] [Green Version]
- Kidwell, B.; Farmer, A.; Hardesty, D.M. Getting liberals and conservatives to go green: Political ideology and congruent appeals. J. Consum. Res. 2013, 40, 350–367. [Google Scholar] [CrossRef]
- Tiefenbeck, V.; Staake, T.; Roth, K.; Sachs, O. For better or for worse? Empirical evidence of moral licensing in a behavioral energy conservation campaign. Energy Policy 2013, 57, 160–171. [Google Scholar] [CrossRef]
- Klöckner, C.A.; Nayum, A.; Mehmetoglu, M. Positive and negative spillover effects from electric car purchase to car use. Transport. Res. D-Transp. Environ. 2013, 21, 32–38. [Google Scholar] [CrossRef] [Green Version]
- Truelove, H.B.; Yeung, K.L.; Carrico, A.R.; Gillis, A.J.; Raimi, K.T. From plastic bottle recycling to policy support: An experimental test of pro-environmental spillover. J. Environ. Psychol. 2016, 46, 55–66. [Google Scholar] [CrossRef] [Green Version]
- Maiteny, P.T. Mind in the Gap: Summary of research exploring ‘inner’ influences on pro-sustainability learning and behaviour. Environ. Educ. Res. 2002, 8, 299–306. [Google Scholar] [CrossRef]
- Verplanken, B.; Holland, R.W. Motivated decision making: Effects of activation and self-centrality of values on choices and behavior. Am. Psychol. Assoc. 2002, 82, 434–447. [Google Scholar] [CrossRef]
- Van de Velde, L.; Verbeke, W.; Popp, M.; Van Huylenbroeck, G. The importance of message framing for providing information about sustainability and environmental aspects of energy. Energy Policy 2010, 38, 5541–5549. [Google Scholar] [CrossRef]
- Cacciatore, M.A.; Scheufele, D.A.; Iyengar, S. The End of Framing as we Know it… and the Future of Media Effects. Mass Commun. Soc. 2016, 19, 7–23. [Google Scholar] [CrossRef]
- Shulman, H.C.; Bullock, O.M. Using metacognitive cues to amplify message content: A new direction in strategic communication. Ann. Int. Commun. Assoc. 2019, 43, 24–39. [Google Scholar] [CrossRef]
- Kreuter, M.W.; Wray, R.J. Tailored and Targeted Health Communication: Strategies for Enhancing Information Relevance. Am. J. Health Behav. 2003, 27, S227–S232. [Google Scholar] [CrossRef]
- Bullock, O.M.; Shulman, H.C. Utilizing Framing Theory to Design More Effective Health Messages about Tanning Behavior among College Women. Commun. Stud. 2021, 72, 319–332. [Google Scholar] [CrossRef]
- Fazio, R.H.; Roskos-Ewoldsen, D.R. Acting as We Feel: When and How Attitudes Guide Behavior. In Persuasion: Psychological Insights and Perspectives, 2nd ed.; Sage Publications, Inc.: Thousand Oaks, CA, USA, 2005; pp. 41–62. [Google Scholar]
- Tversky, A.; Kahneman, D. The Framing of Decisions and the Psychology of Choice. In Behavioral Decision Making; Wright, G., Ed.; Springer: Boston, MA, USA, 1985; pp. 25–41. [Google Scholar]
- Chen, M. Consumer response to health product communication: The role of perceived product efficacy. J. Bus. Res. 2016, 69, 3251–3260. [Google Scholar] [CrossRef]
- Moon, S.; Bergey, P.K.; Bove, L.L.; Robinson, S. Message framing and individual traits in adopting innovative, sustainable products (ISPs): Evidence from biofuel adoption. J. Bus. Res. 2016, 69, 3553–3560. [Google Scholar] [CrossRef]
- Shiv, B.; Edell Britton, J.A.; Payne, J.W. Does Elaboration Increase or Decrease the Effectiveness of Negatively versus Positively Framed Messages? J. Consum. Res. 2004, 31, 199–208. [Google Scholar] [CrossRef]
- Hardisty, D.J.; Weber, E.U. Discounting future green: Money versus the environment. J. Exp. Psychol. Gen. 2009, 138, 329. [Google Scholar] [CrossRef] [Green Version]
- Reber, R.; Schwarz, N.; Winkielman, P. Processing fluency and aesthetic pleasure: Is beauty in the perceiver’s processing experience? Pers. Soc. Psychol. Rev. 2004, 8, 364–382. [Google Scholar] [CrossRef] [Green Version]
- Green, T.; Peloza, J. Finding the right shade of green: The effect of advertising appeal type on environmentally friendly consumption. J. Advert. 2014, 43, 128–141. [Google Scholar] [CrossRef]
- Chang, H.; Zhang, L.; Xie, G. Message framing in green advertising: The effect of construal level and consumer environmental concern. Int. J. Advert. 2015, 34, 158–176. [Google Scholar] [CrossRef]
- Segev, S.; Fernandes, J.; Wang, W. The effects of gain versus loss message framing and point of reference on consumer responses to green advertising. J. Curr. Issues Res. Advert. 2015, 36, 35–51. [Google Scholar] [CrossRef]
- White, K.; MacDonnell, R.; Dahl, D.W. It’s the mind-set that matters: The role of construal level and message framing in influencing consumer efficacy and conservation behaviors. J. Mark. Res. 2011, 48, 472–485. [Google Scholar] [CrossRef] [Green Version]
- Loroz, P.S. The interaction of message frames and reference points in prosocial persuasive appeals. Psychol. Market. 2007, 24, 1001–1023. [Google Scholar] [CrossRef]
- Wakefield, S.E.; Elliott, S.J.; Eyles, J.D.; Cole, D.C. Taking environmental action: The role of local composition, context, and collective. Environ. Manag. 2006, 37, 40–53. [Google Scholar] [CrossRef]
- Akter, S.; Bennett, J. Household perceptions of climate change and preferences for mitigation action: The case of the Carbon Pollution Reduction Scheme in Australia. Clim. Chang. 2011, 109, 417–436. [Google Scholar] [CrossRef] [Green Version]
- Zhao, X.; Leiserowitz, A.A.; Maibach, E.W.; Roser-Renouf, C. Attention to science/environment news positively predicts and attention to political news negatively predicts global warming risk perceptions and policy support. J. Commun. 2011, 61, 713–731. [Google Scholar] [CrossRef]
- Chang, C. Guilt appeals in cause-related marketing: The subversive roles of product type and donation magnitude. Int. J. Advert. 2011, 30, 587–616. [Google Scholar] [CrossRef]
- Meyers-Levy, J.; Maheswaran, D. Exploring message framing outcomes when systematic, heuristic, or both types of processing occur. J. Consum. Psychol. 2004, 14, 159–167. [Google Scholar] [CrossRef]
- Poortinga, W.; Whitmarsh, L.; Suffolk, C. The introduction of a single-use carrier bag charge in Wales: Attitude change and behavioural spillover effects. J. Environ. Psychol. 2013, 36, 240–247. [Google Scholar] [CrossRef]
- Van der Werff, E.; Steg, L.; Keizer, K. Follow the signal: When past pro-environmental actions signal who you are. J. Environ. Psychol. 2014, 40, 273–282. [Google Scholar] [CrossRef]
- Peters, A.M.; van der Werff, E.; Steg, L. Beyond purchasing: Electric vehicle adoption motivation and consistent sustainable energy behaviour in The Netherlands. Energy Res. Soc. Sci. 2018, 39, 234–247. [Google Scholar] [CrossRef] [Green Version]
- MacDonald, E.; Milfont, T.; Gavin, M. Thinking Globally but Not Acting Locally? Expert and Public Perceptions of Environmental Threats and Conservation Actions. Hum. Dimens. Wildl. 2015, 20, 123–132. [Google Scholar] [CrossRef]
- Lanzini, P.; Thøgersen, J. Behavioural spillover in the environmental domain: An intervention study. J. Environ. Psychol. 2014, 40, 381–390. [Google Scholar] [CrossRef]
- Creswell, J.W.; Clark, V.L.P. Designing and Conducting Mixed Methods Research; Sage Publications: Newbury Park, CA, USA, 2017. [Google Scholar]
- Kaiser, F.G.; Doka, G.; Hofstetter, P.; Ranney, M.A. Ecological behavior and its environmental consequences: A life cycle assessment of a self-report measure. J. Environ. Psychol. 2003, 23, 11–20. [Google Scholar] [CrossRef]
- Kormos, C.; Gifford, R. The validity of self-report measures of proenvironmental behavior: A meta-analytic review. J. Environ. Psychol. 2014, 40, 359–371. [Google Scholar] [CrossRef]
- Kaiser, F.G. A general measure of ecological behavior 1. J. Appl. Soc. Psychol. 1998, 28, 395–422. [Google Scholar] [CrossRef]
- Saleem, M.A.; Eagle, L.; Low, D. Climate change behaviors related to purchase and use of personal cars: Development and validation of eco-socially conscious consumer behavior scale. Transport. Res. D-Transp. Environ. 2018, 59, 68–85. [Google Scholar] [CrossRef]
- Kaiser, F.G.; Wilson, M. Goal-directed conservation behavior: The specific composition of a general performance. Pers. Indiv. Differ. 2004, 36, 1531–1544. [Google Scholar] [CrossRef]
- Larson, L.R.; Stedman, R.C.; Cooper, C.B.; Decker, D.J. Understanding the multi-dimensional structure of pro-environmental behavior. J. Environ. Psychol. 2015, 43, 112–124. [Google Scholar] [CrossRef]
- Hayes, A.F. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach; Guilford Publications: New York, NY, USA, 2017. [Google Scholar]
- Hayes, A.F.; Preacher, K.J. Statistical mediation analysis with a multicategorical independent variable. Br. J. Math. Stat. PSY 2014, 67, 451–470. [Google Scholar] [CrossRef] [PubMed]
- Chen, J.; van Tulder, R.; Hu, T.E.; Kwakkenbos, T. Why people do not keep their promise: Understanding the pro-environmental behavior in China. Sustainability 2020, 12, 6720. [Google Scholar] [CrossRef]
- Huang, Y.; Ma, E.J.; Wang, D. Message framing strategies, food waste prevention, and diners’ repatronage intentions: The mediating role of corporate social responsibility. J. Sustain. Tour 2021, 29, 1694–1715. [Google Scholar] [CrossRef]
- Iwasaki, S.; Franssens, S.; Dewitte, S.; Lange, F. Evaluating the Effect of Framing Energy Consumption in Terms of Losses versus Gains on Air-Conditioner Use: A Field Experiment in a Student Dormitory in Japan. Sustainability 2021, 13, 4380. [Google Scholar] [CrossRef]
- Lord, K.R. Motivating recycling behavior: A quasiexperimental investigation of message and source strategies. Psychol. Market. 1994, 11, 341–358. [Google Scholar] [CrossRef]
- Obermiller, C. The Baby is Sick/The Baby is Well: A Test of Environmental Communication Appeals. J. Advert. 1995, 24, 55–70. [Google Scholar] [CrossRef]
- Burn, S.M.; Oskamp, S. Increasing Community Recycling with Persuasive Communication and Public Commitment. J. Appl. Soc. Psychol. 1986, 16, 29–41. [Google Scholar] [CrossRef]
- Bohner, G.; Dickel, N. Attitudes and attitude change. Annu Rev. Psychol. 2011, 62, 391–417. [Google Scholar] [CrossRef] [Green Version]
- Davis, J.J. The Effects of Message Framing on Response to Environmental Communications. J. Mass Commun. Q. 1995, 72, 285–299. [Google Scholar] [CrossRef]
- Ryan, R.M.; Deci, E.L. Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemp. Educ. Psychol. 2000, 25, 54–67. [Google Scholar] [CrossRef] [PubMed]
- Nash, N.; Whitmarsh, L.; Capstick, S.; Hargreaves, T.; Poortinga, W.; Thomas, G.; Sautkina, E.; Xenias, D. Climate-relevant behavioral spillover and the potential contribution of social practice theory. Wire Clim. Chang. 2017, 8, e481. [Google Scholar] [CrossRef]
- Carrico, A.R. Climate change, behavior, and the possibility of spillover effects: Recent advances and future directions. Curr. Opin. Behav. Sci. 2021, 42, 76–82. [Google Scholar] [CrossRef]
- Udall, A.M.; De Groot, J.I.; De Jong, S.B.; Shankar, A. How I see me—A meta-analysis investigating the association between identities and pro-environmental behaviour. Front. Psychol. 2021, 12, 582421. [Google Scholar] [CrossRef]
Variable | df | MS | F | p | Partial η2 |
---|---|---|---|---|---|
Dependent variable: Intent to Separate Waste | |||||
Appeal Type | 1 | 37.95 | 83.48 | 0.000 | 0.21 |
Message Framing | 1 | 0.35 | 0.77 | 0.380 | 0.00 |
Appeal Type × Message Framing | 1 | 11.03 | 24.25 | 0.000 | 0.07 |
Error | 316 | 0.46 | |||
Dependent variable: Intention of other PEBs | |||||
Appeal Type | 1 | 16.21 | 39.05 | 0.000 | 0.11 |
Message Framing | 1 | 0.25 | 0.60 | 0.440 | 0.00 |
Appeal Type × Message Framing | 1 | 11.63 | 28.02 | 0.000 | 0.08 |
Error | 316 | 0.42 |
Predictor | Mediator = Environmental Risk Perception | DV = Intent to Separate Waste | DV = Intent to Engage in Other PEBs | |||
B | SEB | B | SEB | B | SEB | |
Message Framing | 0.75 ** | 0.27 | 0.03 | 0.08 | 0.04 | 0.08 |
Appeal Type | 0.14 | 0.27 | - | - | - | - |
Message Framing × Appeal Type | −0.44 * | 0.17 | - | - | - | - |
Environmental Risk Perception | - | - | 0.37 *** | 0.05 | 0.16 ** | 0.05 |
Predictor | Mediator = Pro-Environmental Identity | DV = Intent to Separate Waste | DV = Intent to Engage in Other PEBs | |||
B | SEB | B | SEB | B | SEB | |
Message Framing | 0.59 | 0.31 | 0.13 | 0.08 | 0.08 | 0.08 |
Appeal Type | 0.63 * | 0.31 | - | - | - | - |
Message Framing × Appeal Type | −0.55 ** | 0.20 | - | - | - | - |
Pro-environmental Identity | - | - | 0.29 *** | 0.05 | 0.12 ** | 0.04 |
Variable | Conditional Indirect Effects | Index of Moderated Mediation | |||||
---|---|---|---|---|---|---|---|
Moderator | Coefficient | SE | 95% CI | Index | SE | 95% CI | |
Mediator: Environmental Risk Perception | |||||||
Intent to Separate Waste | EA | 0.11 | 0.04 | 0.0416, 0.1975 | −0.16 | 0.07 | −0.3138, −0.0313 |
MI | −0.05 | 0.05 | −0.1617, 0.0551 | ||||
Intent to Engage in Other PEBs | EA | 0.05 | 0.02 | 0.0125, 0.1042 | −0.07 | 0.04 | −0.1707, −0.0103 |
MI | −0.02 | 0.03 | −0.0860, 0.0205 | ||||
Mediator: Pro-environmental Identity | |||||||
Intent to Separate Waste | EA | 0.01 | 0.04 | −0.0585, 0.1040 | −0.16 | 0.07 | −0.3218, −0.0427 |
MI | −0.15 | 0.05 | −0.2609, −0.0557 | ||||
Intent to Engage in Other PEBs | EA | 0.01 | 0.02 | −0.0243, 0.0518 | −0.07 | 0.04 | −0.1718, −0.0070 |
MI | −0.06 | 0.03 | −0.1431, −0.0096 |
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Wang, J.; Gu, Y.; Xin, H.; Wang, X. Influence of Appeal Type and Message Framing on Residents’ Intent to Engage in Pro-Environmental Behavior. Int. J. Environ. Res. Public Health 2022, 19, 15431. https://doi.org/10.3390/ijerph192315431
Wang J, Gu Y, Xin H, Wang X. Influence of Appeal Type and Message Framing on Residents’ Intent to Engage in Pro-Environmental Behavior. International Journal of Environmental Research and Public Health. 2022; 19(23):15431. https://doi.org/10.3390/ijerph192315431
Chicago/Turabian StyleWang, Jia, Yangli Gu, Haohang Xin, and Xiaomei Wang. 2022. "Influence of Appeal Type and Message Framing on Residents’ Intent to Engage in Pro-Environmental Behavior" International Journal of Environmental Research and Public Health 19, no. 23: 15431. https://doi.org/10.3390/ijerph192315431
APA StyleWang, J., Gu, Y., Xin, H., & Wang, X. (2022). Influence of Appeal Type and Message Framing on Residents’ Intent to Engage in Pro-Environmental Behavior. International Journal of Environmental Research and Public Health, 19(23), 15431. https://doi.org/10.3390/ijerph192315431