Abstract
The present study has tried to investigate how the intentions of people to consume green and clean products, that create less air pollution, can affect their actual behavior in reducing urban air pollution. In this regard, the intentions to use green and clean products and behavior has been estimated using the theory of planned behavior (TPB) in this study. The targeted population of the current study is the faculty of different public and private educational institutions in Lahore. The results of the study showed that attitude, perceived behavior control (PBC), and knowledge of people about using green products in reducing urban air pollution significantly affect their behavior. The core finding of this study was that subjective norms do not play a significant role in determining the intentions and behaviors with respect to clean and green products. The analysis has been done using IBM SPSS statistics 20 applying PCA (principal component analysis), linear regression model, and AMOS path analysis to analyze the TPB. This research can contribute for a direction in the marketing industry of green products. Moreover, it can provide a guide for the policy makers to target attitude, awareness, the intentions, and behavior of people for reducing air pollution with respect to clean and green products.
Similar content being viewed by others
Abbreviations
- AMOS:
-
Analysis of moment structure
- ANOVA:
-
Analysis of variance
- AQM:
-
Air quality management
- BI:
-
Behavioral intentions
- CFI:
-
Comparative fit index
- CO:
-
Carbon monoxide
- GDP:
-
Gross domestic product
- GFI:
-
Goodness of fit index
- IIT:
-
Information integration theory
- KMO:
-
Kaiser-Meyer-Olkin
- MLRM:
-
Multiple linear regression model
- NOx:
-
Nitrogen oxides
- PA:
-
Path analysis
- PAQI:
-
Pakistan Air Quality Initiative
- PBC:
-
Perceived behavioral control
- PCA:
-
Principal component analysis
- PEPA:
-
Pakistan Environmental Protection Act
- PEPC:
-
Pakistan Environmental Protection Council
- PM:
-
Particulate matters
- RMSE:
-
Root mean square error
- RMSEA:
-
Root mean square error of approximation
- SN:
-
Subjective norms
- SO2 :
-
Sulfur dioxide
- SPSS:
-
Statistical package for social sciences
- TPB:
-
Theory of planned behavior
- TRA:
-
Theory of reasoned action
- VIF:
-
Variance inflation factor
References
Air pollution (2018) from https://www.who.int/news-room/fact-sheets/detail/ambient-(outdoor)-air-quality-and-health. Accessed 16 Apr 2019
Ajzen I (1985) From intentions to actions: a theory of planned behavior. In: Kuhl J, Beckmann J (eds) Action Control. SSSP Springer Series in Social Psychology. Springer, Berlin, Heidelberg
Ajzen I (1988) Attitudes, personality and behaviour. Open University Press, Milton Keynes
Ajzen I (1991) The theory of planned behavior. Organ Behav Hum Decis Process 50(2):179–211
Ajzen, I (2012) Attitudes and persuasion. The Oxford handbook of personality and social psychology: 367–393
Ajzen I, Fishbein M (1970) The prediction of behavior from attitudinal and normative variables. J Exp Soc Psychol 6(4):466–487
Ajzen I, Fishbein M (2005) The influence of attitudes on behavior. The handbook of attitudes 173(221):31
Ajzen I, Joyce N et al (2011) Knowledge and the prediction of behavior: the role of information accuracy in the theory of planned behavior. Basic Appl Soc Psychol 33(2):101–117
Aleenajitpong, N (2013) Attitude towards green packaging and its impact on purchase intention of green packaged consumer products among undergraduates in Bangkok metropolitan, Thailand
Alola AA (2019a) Carbon emissions and the trilemma of trade policy, migration policy and health care in the US. Carbon Management 10(2):209–218
Alola AA (2019b) The trilemma of trade, monetary and immigration policies in the United States: accounting for environmental sustainability. Sci Total Environ 658:260–267
Alola AA, Bekun FV et al (2019a) Dynamic impact of trade policy, economic growth, fertility rate, renewable and non-renewable energy consumption on ecological footprint in Europe. Sci Total Environ 685:702–709
Alola AA, Saint Akadiri S et al (2019b) Cooling and heating degree days in the US: the role of macroeconomic variables and its impact on environmental sustainability. Sci Total Environ 695:133832
Alola, AA, K Yalçiner, et al. (2019c) Renewables, food (in) security, and inflation regimes in the coastline Mediterranean countries (CMCs): the environmental pros and cons. Environ Sci Pollut Res: 1–11
Anderson NH (1971) Integration theory and attitude change. Psychol Rev 78(3):171
Arifeen, M (2018) Review of oil and gas consumption last year. Pakistan And Gulf Economist
Bagozzi RP (2000) The poverty of economic explanations of consumption and an action theory alternative. Manag Decis Econ 21(3–4):95–109
Bamberg, S, Schmidt, P (2003) Incentives, morality, or habit? Predicting students’ car use for university routes with the models of Ajzen, Schwartz, and Triandis. Environment and Behavior 35
Bickerstaff K, Walker G (2001) Public understandings of air pollution: the ‘localisation’ of environmental risk. Glob Environ Chang 11(2):133–145
Cherry, K (2018) Attitudes and behavior in psychology, Verywell mind
Davis, JA (1971) Elementary survey analysis
DeVellis RF (1991) Scale development: theory and applications. Sage Publications, Inc., Thousand Oaks
DiClemente DF, Hantula DA (2003) Applied behavioral economics and consumer choice. J Econ Psychol 24(5):589–602
East R (1993) Investment decisions and the theory of planned behaviour. J Econ Psychol 14(2):337–375
Echabe AE, Rovira DP et al (1988) Testing Ajzen and Fishbein’s attitudes model: the prediction of voting. Eur J Soc Psychol 18(2):181–189
Ferdous AS (2010) Applying the theory of planned behavior to explain marketing managers’ perspectives on sustainable marketing. J Int Consum Mark 22(4):313–325
Fernández-Manzanal R, Rodríguez-Barreiro L et al (2007) Evaluation of environmental attitudes: analysis and results of a scale applied to university students. Sci Educ 91(6):988–1009
Fishbein M (1963) An investigation of the relationships between beliefs about an object and the attitude toward that object. Hum Relat 16(3):233–239
Foxall GR (1992) The behavioral perspective model of purchase and consumption: from consumer theory to marketing practice. J Acad Mark Sci 20(2):189–198
Gonçalves HM, Lourenço TF, Silva GM (2016) Green buying behavior and the theory of consumption values: a fuzzy-set approach. J Bus Res 69(4):1484–1491
Gustafsson, JE, Åberg-Bengtsson, L (2010) Unidimensionality and interpretability of psychological instruments.
Ham M, Jeger M et al (2015) The role of subjective norms in forming the intention to purchase green food. Economic Research-Ekonomska Istraživanja 28(1):738–748
Heider F (1958) Consciousness, the perceptual world, and communications with others. Person perception and interpersonal behavior:27–32
Higuchi A, Davalos J, Hernani-Merino M (2017) Theory of planned behavior applied to fish consumption in modern Metropolitan Lima. Food Science and Technology 37(2):202–208
Januszewska R, Viaene J (2001) Application of the theory of planned behavior to consumption of chocolate: cultural differences across Belgium and Poland. Journal of Euromarketing 10(2):1–26
Khwaja, MA, Khan, SR (2005) Air pollution: key environmental issues in Pakistan, Sustainable Development Policy Institute
Kumar, B (2012) Theory of planned behaviour approach to understand the purchasing behaviour for environmentally sustainable products.
Lee J, Cerreto FA, Lee J (2010) Theory of planned behavior and teachers’ decisions regarding use of educational technology. J Educ Technol Soc 13(1):152–164
Likert, R (1932) A technique for the measurement of attitudes. Archives of psychology
LU, J (2011). Environmental effects of vehicle exhausts, Global and Local Effects: A Comparison between Gasoline and Diesel
Malik, MZ (2017) In Lahore, Pakistan, smog has become a “fifth season”. The New York Times, The New York Times Publisher CLXVI
Martin VY, Weiler B, Reis AC, Dimmock K (2017) ‘Doing the right thing’: how social science can help foster pro-environmental behaviour change in marine protected areas. Mar Policy 81:236–246
McDonald BC, de Gouw JA et al (2018) Volatile chemical products emerging as largest petrochemical source of urban organic emissions. Science 359(6377):760–764
Mckenzie-Mohr D (2000) New ways to promote proenvironmental behavior: promoting sustainable behavior: an introduction to community-based social marketing. J Soc Issues 56(3):543–554
Montano DE, Taplin SH (1991) A test of an expanded theory of reasoned action to predict mammography participation. Soc Sci Med 32(6):733–741
Mundi, I (2018) Pakistan demographic profile 2018, Index Mundi
Myers G, Macnaghten P (1998) Rhetorics of environmental sustainability: commonplaces and places. Environ Plan A 30(2):333–353
Ozcan B, Ulucak R, Dogan E (2019) Analyzing long lasting effects of environmental policies: evidence from low, middle and high income economies. Sustain Cities Soc 44:130–143
Paul J, Modi A et al (2016) Predicting green product consumption using theory of planned behavior and reasoned action. J Retail Consum Serv 29:123–134
Rodríguez-Barreiro LM, Fernández-Manzanal R et al (2013) Approach to a causal model between attitudes and environmental behaviour. A graduate case study. J Clean Prod 48:116–125
Sanchez-Triana, E, Enriquez, S, et al. (2014) Cleaning Pakistan’s air: policy options to address the cost of outdoor air pollution, World Bank Publications
Sangroya D, Nayak JK (2017) Factors influencing buying behaviour of green energy consumer. J Clean Prod 151:393–405
Satsios N, Hadjidakis S (2018) Applying the theory of planned behaviour (TPB) in saving behaviour of Pomak households. International Journal of Financial Research 9(2):122
Schwartz SH (1977) Normative influences on altruism. Adv Exp Soc Psychol 10:221–279
Seo S, Kim OY et al (2014) Using the theory of planned behavior to determine factors influencing processed foods consumption behavior. Nutr Res Pract 8(3):327–335
Shirly T, Todd PA (2001) Understanding information technology usage: a test of competing models. Inf Syst Res 6(2):144–176
Spector, PE (1992) Summated rating scale construction: an introduction sage. Newbury Park
Steg L, Dreijerink L et al (2006) Why are energy policies acceptable and effective? Environ Behav 38(1):92–111
Stern PC (2000) New environmental theories: toward a coherent theory of environmentally significant behavior. J Soc Issues 56(3):407–424
Tarkiainen A (2005) Subjective norms, attitudes and intentions of Finnish consumers in buying organic food. Br Food J 107(11):808–822
Tavakol M, Dennick R (2011) Making sense of Cronbach’s alpha. Int J Med Educ 2:53–55
Triandis HC (1977) Cross-cultural social and personality psychology. Personal Soc Psychol Bull 3(2):143–158
White Baker E, Al-Gahtani S et al (2007) The effects of gender and age on new technology implementation in a developing country: testing the theory of planned behavior (TPB). IT & People 20:352–375
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
Acknowledgments
I am grateful to all of those with whom I have had the pleasure to work during this and other related projects. I would specially like to thank Dr. Ashfaq Ahmad, the supervisor of my research. As my teacher and mentor, he has taught me more than I could ever give him credit for here. I would also like to thank all the participants who participated actively in the survey and made this research valuable and helped me get results of better quality.
Nobody has been more important to me in the pursuit of this project than the members of my family. I would like to thank my mother, sisters and my brother, whose love and guidance are with me in whatever I pursue. They are the ultimate role model for me.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible editor: Eyup Dogan
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Parveen, R., Ahmad, A. Public behavior in reducing urban air pollution: an application of the theory of planned behavior in Lahore. Environ Sci Pollut Res 27, 17815–17830 (2020). https://doi.org/10.1007/s11356-020-08235-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-020-08235-z