Understanding Rural People’s Engagement in Pro-Environmental Behaviors: An Integrated Conceptual Framework

Document Type : Original Research

Authors
Department of Agricultural Extension, Communication and Rural Development, Faculty of Agriculture, University of Zanjan, Zanjan, Islamic Republic of Iran.
Abstract
Undoubtedly, investigation and recognition of individuals’ environmental behaviors are key prerequisites to resolve environmental problems, but empirical theory-based research on this topic is limited, particularly in developing countries. Accordingly, a mixed model based on the Theory of Planned Behavior (TPB), and the Norm Activation Model (NAM) was proposed by integrating rational and normative variables to explain Iranian villagers’ engagement in Pro-Environmental Behaviors (PEBs). A structured questionnaire was the main research instrument developed based on the combined TPB-NAM. The face validity of the questionnaire was determined by expert review. Additionally, the construct validity (including convergent and divergent validity) and the composite reliability were achieved by Confirmatory Factor Analysis (CFA). Data from a survey of 362 rural household heads of Tabriz County selected through a multistage probability sampling with three stages were used to assess empirically the research model and hypothetical relationships. The results of the Structural Equation Modeling (SEM) revealed that the accuracy and explanatory power of the combined TPB-NAM were superior to those of TPB and NAM. Additionally, Personal Norm (PN) was found to be the most salient predictor of villagers’ engagement in PEBs. Overall, the findings of this study contribute to theory building and development of a more comprehensive model in the field of PEB, and yield more insight into socio-psychological factors influencing villagers’ engagement in PEBs.

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Ajzen, I. 1991. The theory of planned behavior. Organ. Behav. Hum. Dec., 50: 179-211.
Ajzen, I. 2002. Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior. J. Appl. Soc. Psychol., 32: 665-683.
Armitage, C.J., Conner, M. 2001. Efficacy of the theory of planned behavior: A meta-analytic review. Br. J. Soc. Psychol., 40(4): 471-499.
Azmi, A., Motiee Langroudi, H. 2011. Review on rural environmental problems in Iran and solutions in resolving these problems. Housing Rural Environ., 30(133): 101-118 (in Persian with English abstract).
Bamberg, S., Hunecke, M., Blobaum, A. 2007. Social context, personal norms and the use of public transportation: Two field studies. J. Environ. Psychol., 27: 190-203.
Bartlett, J.E., Kotrlik, J.W., Higgins, C.C. 2001. Organizational research: Determining appropriate sample size in survey research. Inf. Technol. Learn. Perform. J., 19: 43-50.
Bhuian, S., Sharma, S.K. 2017. Predicting consumer pro-environmental behavioral intention: The moderating role of religiosity. Rev. Int. Bus. Strateg., 27(3): 352-368.
Conner, M., Armitage, C.J. 1998. Extending the theory of planned behavior: A review and avenues for further research. J. Appl. Soc. Psychol., 28(15): 1429-1464.
Hair, J.F., Black, W.C., Babin, B.J., Anderson, R.E. 2010. Multivariate data analysis, seventh ed. Pearson Education Ltd, Harlow, Essex, UK.
Han, H. 2014. The norm activation model and theory-broadening: Individuals’ decision making on environmentally-responsible convention attendance. J. Environ. Psychol., 40: 462-471.
Han, H., Hyun, S.S. 2017. Drivers of customer decision to visit an environmentally responsible museum: Merging the theory of planned behavior and norm activation theory. J. Travel Tour. Mark., 34: 1155-1168.
Hosseinzad, J., Kazemiyeh, F., Javadi, A., Ghafouri, H. 2013. Agricultural water management basis and mechanisms in Tabriz plain. Water Soil Sci., 23(2): 85-98 (in Persian with English abstract).
Kaiser, F.G., Ranney, M., Hartig, T., Bowler, P.A. 1999. Ecological behavior, environmental attitude, and feelings of responsibility for the environment. Eur. Psychol., 4: 59-74.
Larson, L., Stedman, R., Cooper, C., Decker, D. 2015. Understanding the multi-dimensional structure of pro-environmental behavior. J. Environ. Psychol., 43: 112-124.
Liu, Y., Sheng, H., Mundorf, N., Redding, C., Ye, Y. 2017. Integrating norm activation model and theory of planned behavior to understand sustainable transport behavior: Evidence from China. Int. J. Env. Res. Pub. He., 14: 1593-1608.
Mohammadian Saghinsara, V. 2018. Factors affecting the Iranian villagers’ pro-environmental behaviour. MSc Thesis, University of Zanjan, Zanjan (in Persian with English abstract).
Onwezen, M.C., Antonides, G., Bartels, J. 2013. The norm activation model: An exploration of the functions of anticipated pride and guilt in PEB. J. Econ. Psychol., 39: 141-153.
Oulad, M. 2018. Planning document of East Azerbaijan Province. Management and Planning Organization, East Azerbaijan Province (in Persian).
Pannell, D.J., Marshall, G.R., Barr, N., Curtis, A. 2006. Adoption of conservation practices by rural landholders. Aust. J. Exp. Agric. Exp. Agric., 46: 1407-1424.
Park, J., Ha, S. 2014. Understanding consumer recycling behavior: Combining the theory of planned behavior and the norm activation model. Fam. Consum. Sci. Res. J., 42: 278-291.
Price, J.C., Leviston, Z. 2014. Predicting pro-environmental agricultural practices: The social, psychological and contextual influences on land management. J. Rural Stud., 34: 65-78.
Rezaei, R., Ghofranfarid, M. 2018. Rural households’ renewable energy usage intention in Iran: Extending the UTAUT. Renew. Energy, 122: 382-391.
Rezaei, R., Karimi. A., Mangeli, N., Safa, L. 2017. Effect of entrepreneurial orientation and marketing capabilities on greenhouse businesses performance in Jiroft. J. Agr. Sci. Tech., 19(4): 771-783.
Rezaei, R., Mianaji, S. 2019. Using the health belief model to understand farmers’ intentions to engage in the on-farm food safety practices in Iran. J. Agr. Sci. Tech., 21(3): 561-574.
Rezaei, R., Mianaji, S., Ganjloo, A. 2018. Factors affecting farmers’ intention to engage in on-farm food safety practices in Iran: Extending the theory of planned behavior. J. Rural Stud., 60: 152-166.
Rezaei, R., Safa, L., Damalas, C.A., Ganjkhanloo, M.M. 2019. Drivers of farmers’ intention to use integrated pest management: Integrating theory of planned behavior and norm activation model. J. Environ. Manage., 236: 328-339.
Richter, N.F., Sinkovics, R.R., Ringle, C.M., Schlägel, C. 2016. A critical look at the use of SEM in international business research. Int. Market. Rev., 33(3): 376-404.
Safa, L., Mangeli, N., Ganjkhanlo, M.M. 2018a. Factor affecting villagers’ pro-environmental behavior in Khodabandeh County based on theory of planned behavior. Q. J. Environ. Educ. Sustain. Dev., 6(2): 69-81 (in Persian with English abstract).
Schwartz, S.H. 1977. Normative influences on altruism. Adv. Exp. Soc. Psychol., 10: 221-279.
Setiawan, R., Santosa, W., Sjafruddin, A. 2014. Integration of theory of planned behavior and norm activation model on student behavior model using cars for traveling to campus. Civil Engin. Dim., 16: 117-122.
Shin, Y.H., Im, J., Jung, S.E., Severt, K. 2018. The theory of planned behavior and the norm activation model approach to consumer behavior regarding organic menus. Int. J. Hosp. Manag., 69: 21-29.
Steg, L., Vlek, C. 2009. Encouraging pro-environmental behavior: An integrative review and research agenda. J. Environ. Psychol., 29: 309-317.
Stern, P., Dietz, T., Kalof, L., Guagnano, G. 1995. Value, belief, and pro-environmental action: Attitude formation toward emergent attitude objects. J. Appl. Psychol., 25: 1611- 1636.
Sulemana, I., James, H.S. 2014. Farmer identity, ethical attitudes and environmental practices. Ecol. Econ., 98: 49-61.
Tahbaz, M. 2016. Environmental challenges in today’s Iran. Iran. Stud-UK. 49(6), 943-961.
Valizadeh, N., Bijani, M., Hayati, D. 2019a. A comparative analysis of behavioral theories towards farmers’ water conservation. Int. J. Agr. Manage. Dev., 9(1): 1-10.
Valizadeh, N., Bijani, M., Hayati, D., Haghighi, N.F. 2019b. Social-cognitive conceptualization of Iranian farmers’ water conservation behavior. Hydrogeol. J., 27(4):1131-1142.
van der Werff, E., Steg, L. 2015. One model to predict them all: Predicting energy behaviours with the norm activation model. Energ. Res. Soc. Sci., 6: 8-14.
Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D. 2003. User acceptance of information technology: Toward a unified view. MIS Q. Exec., 27(3): 425-478.
Verma, V.K., Chandra, B. 2018. An application of theory of planned behavior to predict young Indian consumers’ green hotel visit intention. J. Clean. Prod., 172: 1152-1162.
Wang, P., Liu, Q., Qi, Y. 2014. Factors influencing sustainable consumption behaviors: A survey of the rural residents in China. J. Clean. Prod., 63: 152-165.
Zhang, X., Geng, G., Sun, P. 2017. Determinants and implications of citizens’ environmental complaint in China: Integrating theory of planned behavior and norm activation model. J. Clean. Prod., 166: 148-156.