The Impact of Environmental Concern on Intention to Reduce Consumption of Single-Use Bottled Water
Abstract
:1. Introduction
1.1. Environmental Concern as a Determinant of Consumer Intentions and Behaviours
1.2. The Relation between Environmental Concern and Bottled Water Consumption
1.3. Development of Hypotheses
2. Materials and Methods
3. Results
3.1. Measurement Model
3.2. Structural Model and Testing of Hypotheses
4. Discussion
5. Conclusions, Limitations, and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Variable | Statements | Source |
---|---|---|
Environmental concern (EC) | EC1. In order to survive, humans must live in harmony with nature. EC2. I think environmental problems are very important. EC3. I think environmental problems cannot be ignored. EC4. I think we should care about environmental problems. | [21,94] |
Attitude towards reduction in bottled water consumption (AT) | AT1. I believe that reducing my bottled water consumption will help in reducing environmental pollution. AT2. I believe that reducing my bottled water consumption will help in reducing wasteful usage of natural resources. AT3. I believe that reducing my bottled water consumption will help in natural resource protection. | [51] |
Subjective injunctive norms (SN) | SIN1. Most people who are important to me think I should reduce bottled water consumption. SIN2. Most people who are important to me would want me to reduce bottled water consumption. SIN3. People whose opinions I value would prefer that I reduce bottled water consumption. | [21,53] |
Perceived behavioural control (PBC) | PBC1. Whether or not I drink a bottled water is completely up to me. PBC2. I am confident that if I want, I can reduce bottled water consumption. PBC3. I have opportunities to reduce bottled water consumption. PBC4. The water I drink, I acquire myself. | [21,53] |
Perceived moral obligation (PMO) | PMO1. Everybody is obligated to treasure natural resources. PMO2. Everybody should save natural resources because they are limited. | [21,80] |
Intention to reduce BWC (IR) | IR1. I plan to reduce bottled water consumption. IR2. I am willing to reduce bottled water consumption. IR3. I will make an effort to reduce bottled water consumption. | [21,53] |
Non-bottled water consumption behaviour (NBWCB) | BWCB1. I drink a lot of non-bottled water. BWCB2. I use mainly bottles filtering water. BWCB3. I use filtered water mainly. | Own elaboration |
References
- Institute of Medicine. Dietary Reference Intakes for Water, Potassium, Sodium, Chloride, and Sulfate; The National Academies Press: Washington, DC, USA, 2005. [Google Scholar] [CrossRef]
- Parag, Y.; Opher, T. Bottled drinking water: A review. In Encyclopedia of Life Support Systems; UNESCO: Paris, France, 2011; Available online: https://www.researchgate.net/publication/324538028_Bottled_Drinking_Water_A_Review (accessed on 25 November 2020).
- Statistica. Per Capita Consumption of Bottled Water Worldwide in 2018, by Leading Countries. 2019. Available online: https://www.statista.com/statistics/183388/per-capita-consumption-of-bottled-water-worldwide-in-2018/ (accessed on 5 May 2020).
- The Business Research Company. The Global Bottled Water Market: Expert Insights & Statistics. Available online: https://blog.marketresearch.com/the-global-bottled-water-market-expert-insights-statistics (accessed on 28 August 2020).
- Dutta, S.; Nadaf, M.B.; Mandal, J.N. An overview on the use of waste plastic bottles and fly ash in civil engineering applications. Procedia Environ. Sci. 2016, 35, 681–691. [Google Scholar] [CrossRef]
- Royte, E. Eat Your Food, and the Package Too. 2019. Available online: https://www.nationalgeographic.com/environment/future-of-food/food-packaging-plastics-recycle-solutions/ (accessed on 26 May 2020).
- Díez, J.; Antigüedad, I.; Agirre, E.; Rico, A. Perceptions and consumption of bottled water at the University of the Basque Country: Showcasing tap water as the real alternative towards a water-sustainable university. Sustainability 2018, 10, 3431. [Google Scholar] [CrossRef] [Green Version]
- Pan, J.Y.; Truong, D. Passengers’ intentions to use low-cost carriers: An extended theory of planned behavior model. J. Air Transp. Manag. 2018, 69, 38–48. [Google Scholar] [CrossRef]
- Wang, Z.; Wang, X.; Guo, D. Policy implications of the purchasing intentions towards energy-efficient appliances among China’s urban residents: Do subsidies work? Energy Policy 2017, 102, 430–439. [Google Scholar] [CrossRef]
- Li, G.; Li, W.; Jin, Z.; Wang, Z. Influence of environmental concern and knowledge on households’ willingness to purchase energy-efficient appliances: A case study in Shanxi, China. Sustainability 2019, 11, 1073. [Google Scholar] [CrossRef] [Green Version]
- Paul, J.; Modi, A.; Patel, J. Predicting green product consumption using theory of planned behavior and reasoned action. J. Retail. Consum. Serv. 2016, 29, 123–134. [Google Scholar] [CrossRef]
- Abdul-Muhmin, A.G. Explaining consumers’ willingness to be environmentally friendly. Int. J. Consum. Stud. 2007, 31, 237–247. [Google Scholar] [CrossRef]
- Albayrak, T.; Aksoy, Ş.; Caber, M. The effect of environmental concern and scepticism on green purchase behaviour. Mark. Intell. Plan. 2013, 31, 27–39. [Google Scholar] [CrossRef]
- Ellen, P.S.; Wiener, J.L.; Cobb-Walgren, C. The role of perceived consumer effectiveness in motivating environmentally conscious behaviors. J. Public Policy Mark. 1991, 10, 102–117. [Google Scholar] [CrossRef]
- Bamberg, S. How does environmental concern influence specific environmentally related behaviors? A new answer to an old question. J. Environ. Psychol. 2003, 23, 21–32. [Google Scholar] [CrossRef]
- Hartmann, P.; Apaolaza-Ibáñez, V. Consumer attitude and purchase intention toward green energy brands: The roles of psychological benefits and environmental concern. J. Bus. Res. 2012, 65, 1254–1263. [Google Scholar] [CrossRef]
- Ashraf, M.A.; Joarder, M.H.R.; Ratan, S.R.A. Consumers’ anti-consumption behavior toward organic food purchase: An analysis using SEM. Br. Food J. 2018. [Google Scholar] [CrossRef]
- Verma, V.K.; Chandra, B. An application of theory of planned behavior to predict young Indian consumers’ green hotel visit intention. J. Clean. Prod. 2018, 172, 1152–1162. [Google Scholar] [CrossRef]
- Wang, J.; Wang, S.; Wang, Y.; Li, J.; Zhao, D. Extending the theory of planned behavior to understand consumers’ intentions to visit green hotels in the Chinese context. Int. J. Contemp. Hosp. Manag. 2018, 30, 2810–2825. [Google Scholar] [CrossRef]
- Ajzen, I. The theory of planned behavior. Organ. Behav. Hum. Dec. 1991, 50, 179–211. [Google Scholar] [CrossRef]
- Chen, M.-F.; Tung, P.-J. Developing an extended Theory of Planned Behavior model to predict consumers’ intention to visit green hotels. Int. J. Hosp. Manag. 2014, 36, 221–230. [Google Scholar] [CrossRef]
- Weigel, R.; Weigel, J. Environmental concern: The development of a measure. Environ. Behav. 1978, 10, 3–15. [Google Scholar] [CrossRef]
- Lee, Y.-K.; Kim, S.; Kim, M.-S.; Choi, J.-G. Antecedents and interrelationships of three types of pro-environmental behavior. J. Bus. Res. 2014, 67, 2097–2105. [Google Scholar] [CrossRef]
- Fransson, N.; Gärling, T. Environmental concern: Conceptual definitions, measurement methods, and research findings. J. Environ. Psychol. 1999, 19, 369–382. [Google Scholar] [CrossRef]
- Fisk, G. Criteria for a theory of responsible consumption. J. Mark. 1973, 37, 24–31. [Google Scholar] [CrossRef]
- Kinnear, T.C.; Taylor, J.R.; Ahmed, S.A. Ecologically concerned consumers: Who are they? J. Mark. 1974, 38, 20–24. [Google Scholar] [CrossRef]
- Drumwright, M.E. Socially responsible organizational buying: Environmental concern as a noneconomic buying criterion. J. Mark. 1994, 58, 1–19. [Google Scholar] [CrossRef]
- Running, K. Examining environmental concern in developed, transitioning and developing countries. World Values Res. 2012, 5, 1–27. [Google Scholar]
- Ortega-Egea, J.M.; Garcia-de-Frutos, N.; Antolin-Lopez, R. Why do some people do “more” to mitigate climate change than others? Exploring heterogeneity in psycho-social associations. PLoS ONE 2014, 9, e106645. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kilbourne, W.; Pickett, G. How materialism affects environmental beliefs, concern, and environmentally responsible behavior. J. Bus. Res. 2008, 61, 885–893. [Google Scholar] [CrossRef]
- Goebel, J.; Krekel, C.; Tiefenbach, T.; Ziebarth, N.R. How natural disasters can affect environmental concerns, risk aversion, and even politics: Evidence from Fukushima and three European countries. J. Popul. Econ. 2015, 28, 1137–1180. [Google Scholar] [CrossRef] [Green Version]
- Mainieri, T.; Barnett, E.G.; Valdero, T.R.; Unipan, J.B.; Oskamp, S. Green buying: The influence of environmental concern on consumer behavior. J. Soc. Psychol. 1997, 137, 189–204. [Google Scholar] [CrossRef]
- Mohd Suki, N. Consumer environmental concern and green product purchase in Malaysia: Structural effects of consumption values. J. Clean. Prod. 2016, 132, 204–214. [Google Scholar] [CrossRef] [Green Version]
- Schultz, P.W.; Gouveia, V.V.; Cameron, L.D.; Tankha, G.; Schmuck, P.; Franěk, M. Values and their relationship to environmental concern and conservation behavior. J. Cross Cult. Psychol. 2005, 36, 457–475. [Google Scholar] [CrossRef]
- Poortinga, W.; Steg, L.; Vlek, C. Values, environmental concern, and environmental behavior. Environ. Behav. 2016, 36, 70–93. [Google Scholar] [CrossRef]
- Pagiaslis, A.; Krontalis, A.K. Green consumption behavior antecedents: Environmental concern, knowledge, and beliefs. Psychol. Mark. 2014, 31, 335–348. [Google Scholar] [CrossRef]
- Moser, A.K. Consumers’ purchasing decisions regarding environmentally friendly products: An empirical analysis of German consumers. J. Retail. Consum. Serv. 2016, 31, 389–397. [Google Scholar] [CrossRef]
- Hedlund, T. The impact of values, environmental concern, and willingness to accept economic sacrifices to protect the environment on tourists’ intentions to buy ecologically sustainable tourism alternatives. Tour. Hosp. Res. 2011, 11, 278–288. [Google Scholar] [CrossRef]
- Husted, B.W. Culture and ecology: A cross-national study of the determinants of environmental sustainability. Manag. Int. Rev. 2005, 45, 349–371. [Google Scholar]
- Ward, L.A.; Cain, O.L.; Mullally, R.A.; Holliday, K.S.; Wernham, A.G.H.; Baillie, P.D.; Greenfield, S.M. Health beliefs about bottled water: A qualitative study. BMC Public Health 2009, 9. [Google Scholar] [CrossRef] [Green Version]
- Levêque, J.G.; Burns, R.C. Predicting water filter and bottled water use in Appalachia: A community-scale case study. J. Water Health 2017, 15, 451–461. [Google Scholar] [CrossRef]
- Van der Linden, S. Exploring beliefs about bottled water and intentions to reduce consumption: The dual-effect of social norm activation and persuasive information. Environ. Behav. 2013, 47, 526–550. [Google Scholar] [CrossRef] [Green Version]
- Ballantine, P.W.; Ozanne, L.K.; Bayfield, R. Why buy free? Exploring perceptions of bottled water consumption and its environmental consequences. Sustainability 2019, 11, 757. [Google Scholar] [CrossRef] [Green Version]
- Orset, C.; Barret, N.; Lemaire, A. How consumers of plastic water bottles are responding to environmental policies? Waste Manag. 2017, 61, 13–27. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Dezdar, S. Green information technology adoption: Influencing factors and extension of theory of planned behavior. Soc. Responsib. J. 2017, 13, 292–306. [Google Scholar] [CrossRef]
- Han, H.; Meng, B.; Kim, W. Emerging bicycle tourism and the theory of planned behavior. J. Sustain. Tour. 2016, 25, 292–309. [Google Scholar] [CrossRef]
- Perugini, M.; Bagozzi, R.P. The role of desires and anticipated emotions in goal-directed behaviours: Broadening and deepening the theory of planned behaviour. Br. J. Soc. Psychol. 2001, 40, 79–98. [Google Scholar] [CrossRef] [PubMed]
- Afroz, R.; Masud, M.; Akhtar, R.; Islam, M.; Duasa, J. Consumer purchase intention towards environmentally friendly vehicles: An empirical investigation in Kuala Lumpur, Malaysia. Environ. Sci. Pollut. R. 2015, 22. [Google Scholar] [CrossRef] [PubMed]
- Schwartz, S. Are there universal aspects in the structure and contents of human values? J. Soc. Issues 1994, 50, 19–45. [Google Scholar] [CrossRef]
- Rice, G. Pro-environmental behavior in Egypt: Is there a role for Islamic environmental ethics? J. Bus. Ethics 2006, 65, 373–390. [Google Scholar] [CrossRef]
- Valle, P.O.D.; Rebelo, E.; Reis, E.; Menezes, J. Combining behavioral theories to predict recycling involvement. Environ. Behav. 2016, 37, 364–396. [Google Scholar] [CrossRef]
- De Leeuw, A.; Valois, P.; Ajzen, I.; Schmidt, P. Using the theory of planned behavior to identify key beliefs underlying pro-environmental behavior in high-school students: Implications for educational interventions. J. Environ. Psychol. 2015, 42, 128–138. [Google Scholar] [CrossRef]
- Han, H.; Kim, Y. An investigation of green hotel customers’ decision formation: Developing an extended model of the theory of planned behavior. Int. J. Hosp. Manag. 2010, 29, 659–668. [Google Scholar] [CrossRef]
- Verma, V.K.; Chandra, B.; Kumar, S. Values and ascribed responsibility to predict consumers’ attitude and concern towards green hotel visit intention. J. Bus. Res. 2019, 96, 206–216. [Google Scholar] [CrossRef]
- Shin, Y.H.; Im, J.; Jung, S.E.; Severt, K. The theory of planned behavior and the norm activation model approach to consumer behavior regarding organic menus. Int. J. Hosp. Manag. 2018, 69, 21–29. [Google Scholar] [CrossRef]
- Sultan, P.; Tarafder, T.; Pearson, D.; Henryks, J. Intention-behaviour gap and perceived behavioural control-behaviour gap in theory of planned behaviour: Moderating roles of communication, satisfaction and trust in organic food consumption. Food Qual. Prefer. 2020, 81. [Google Scholar] [CrossRef]
- Yadav, R.; Pathak, G.S. Young consumers’ intention towards buying green products in a developing nation: Extending the theory of planned behavior. J. Clean. Prod. 2016, 135, 732–739. [Google Scholar] [CrossRef]
- Borusiak, B.; Szymkowiak, A.; Horska, E.; Raszka, N.; Żelichowska, E. Towards building sustainable consumption: A study of second-hand buying intentions. Sustainability 2020, 12, 875. [Google Scholar] [CrossRef] [Green Version]
- Al-Swidi, A.; Mohammed Rafiul Huque, S.; Haroon Hafeez, M.; Noor Mohd Shariff, M. The role of subjective norms in theory of planned behavior in the context of organic food consumption. Br. Food J. 2014, 116, 1561–1580. [Google Scholar] [CrossRef]
- Tanwir, N.S.; Hamzah, M.I. Predicting purchase intention of hybrid electric vehicles: Evidence from an emerging economy. World Electr. Veh. J. 2020, 11, 35. [Google Scholar] [CrossRef] [Green Version]
- Nam, C.; Dong, H.; Lee, Y.-A. Factors influencing consumers’ purchase intention of green sportswear. Fash. Text. 2017, 4. [Google Scholar] [CrossRef] [Green Version]
- Prendergast, G.P.; Tsang, A.S.L. Explaining socially responsible consumption. J. Consum. Mark. 2019. [Google Scholar] [CrossRef]
- Schmidt, K. Predicting the consumption of expired food by an extended Theory of Planned Behavior. Food Qual. Prefer. 2019, 78. [Google Scholar] [CrossRef]
- Kłos, L. Spożycie wody butelkowanej w Polsce i jej wpływ na środowisko przyrodnicze. Barom. Reg. 2016, 14, 111–117. [Google Scholar]
- Anderson, J.; Gerbing, D. Structural equation modeling in practice: A review and recommended two-step approach. Psychol. Bull. 1988, 103, 411–423. [Google Scholar] [CrossRef]
- Hair, J.; Black, W.; Babin, B.; Anderson, R. Multivariate Data Analysis, 7th ed.; Prentice Hall: Upper Saddle River, NJ, USA, 2009; p. 761. [Google Scholar]
- Fornell, C.; Larcker, D.F. Evaluating structural equation models with unobservable variables and measurement error. J. Mark. Res. 1981, 18, 39–50. [Google Scholar] [CrossRef]
- Sekaran, U.; Bougie, R. Research Methods for Business: A Skill-Building Approach, 6th ed.; Wiley: New York, NY, USA, 2013. [Google Scholar]
- Steenkamp, J.-B.; Baumgartner, H. On the use of structural equation models in marketing modeling. Int. J. Res. Mark. 2000, 17, 195–202. [Google Scholar] [CrossRef]
- Doria, M.; Pidgeon, N.; Hunter, P. Perception of tap water risks and quality: A structural equation model approach. Water Sci. Technol. 2005, 52, 143–149. [Google Scholar] [CrossRef]
- Doria, M.F. Bottled water versus tap water: Understanding consumers’ preferences. J. Water Health 2006, 4, 271–276. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ferrier, C. Bottled water: Understanding a social phenomenon. Ambio 2001, 30, 118–119. [Google Scholar] [CrossRef]
- Gleick, P.; Palaniappan, M. Peak water limits to freshwater withdrawal and use. Proc. Natl. Acad. Sci. USA 2010, 107, 11155–11162. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Qian, N. Bottled water or tap water? A comparative study of drinking water choices on university campuses. Water 2018, 10, 59. [Google Scholar] [CrossRef] [Green Version]
- Armas, A.B.; Sutherland, J.P. A survey of the microbiological quality of bottled water sold in the UK and changes occurring during storage. Int. J. Food Microbiol. 1999, 48, 59–65. [Google Scholar] [CrossRef]
- Gheorghe, I.R.; Purcărea, V.; Gheorghe, C.M. Pro-Environmental Behavior and Bioeconomy: Reflections on Single-Bottled Water Consumption. Amfiteatru Econ. 2019, 21, 105–120. [Google Scholar]
- Olson, E. Bottled Water: Pure Drink or Pure Hype? Natural Resources Defines Council (NRDC); New York, NY, USA, 1999. Available online: https://www.nrdc.org/sites/default/files/bottled-water-pure-drink-or-pure-hype-report.pdf (accessed on 10 November 2020).
- Xu, X.; Lin, C.A. Effects of cognitive, affective, and behavioral factors on college students’ bottled water purchase intentions. Commun. Res. Rep. 2018, 35, 245–255. [Google Scholar] [CrossRef]
- Chen, M.-F. Selecting environmental psychology theories to predict people’s consumption intention of locally produced organic foods. Int. J. Consum. Stud. 2020, 44, 455–468. [Google Scholar] [CrossRef]
- Lam, S.-P. Predicting intentions to conserve water from the theory of planned behavior, perceived moral obligation, and perceived water right. J. Appl. Soc. Psychol. 1999, 29, 1058–1071. [Google Scholar] [CrossRef]
- Armitage, C.J.; Conner, M. Efficacy of the Theory of Planned Behaviour: A meta-analytic review. Br. J. Soc. Psychol. 2001, 40, 471–499. [Google Scholar] [CrossRef] [Green Version]
- Ebreo, A.; Vining, J.; Cristancho, S. Responsibility for environmental problems and the consequences of waste reduction: A test of the norm-activation model. J. Environ. Syst. 2003, 29, 219–244. [Google Scholar] [CrossRef]
- Steinheider, B.; Fay, D.; Hilburger, T.; Hust, I.; Prinz, L.; Vogelgesang, F.; Hormuth, S. Soziale Normen als Prediktoren von umweltbezogenemVerhalten. Z. Sozialpsychol. 1999, 30, 40–56. [Google Scholar] [CrossRef]
- Hopper, J.R.; Nielsen, J.M. Recycling as altruistic behavior: Normative and behavioral strategies to expand participation in a community recycling program. Environ. Behav. 1991, 23, 195–220. [Google Scholar] [CrossRef]
- Vining, J.; Ebreo, A. Predicting recycling behavior from global and specific environmental attitudes and changes in recycling opportunities. J. Appl. Soc. Psychol. 1992, 22, 1580–1607. [Google Scholar] [CrossRef]
- Sears, D. College sophomores in the laboratory: Influences of a narrow data base on social psychology’s view of human nature. J. Pers. Soc. Psychol. 1986, 51, 515–530. [Google Scholar] [CrossRef]
- Hassan, L.M.; Shiu, E.; Shaw, D. Who says there is an intention–behaviour gap? Assessing the empirical evidence of an intention–behaviour gap in ethical consumption. J. Bus. Ethics 2016, 136, 219–236. [Google Scholar] [CrossRef]
- Ajzen, I.; Madden, T.J. Prediction of goal-directed behavior: Attitudes, intentions, and perceived behavioral control. J. Exp. Soc. Psychol. 1986, 22, 453–474. [Google Scholar] [CrossRef]
- Smith, J.; Louis, W. Do as we say and as we do: The interplay of descriptive and injunctive group norms in the attitude-behaviour relationship. Brit. J. Soc. Psychol. 2008, 47, 647–666. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tonglet, M.; Phillips, P.; Read, A. Using the theory of planned behaviour to investigate the determinants of recycling behaviour: A case study from Brixworth, UK. Resour. Conserv. Recycl. 2004, 41, 191–214. [Google Scholar] [CrossRef]
- Tezer, A.; Bodur, H.O. The greenconsumption effect: How using green products improves consumption experience. J. Consum. Res. 2019, 47, 25–39. [Google Scholar] [CrossRef]
- Andreoni, J. Giving with impure altruism: Applications to charity and Ricardian equivalence. J. Polit. Econ. 1989, 97, 1447–1458. [Google Scholar] [CrossRef]
- Andreoni, J. Impure altruism and donations to public goods: A theory of warm-glow giving. Econ. J. 1990, 100, 464–477. [Google Scholar] [CrossRef] [Green Version]
- Fujii, S. Environmental concern, attitude toward frugality, and ease of behavior as determinants of pro-environmental behavior intentions. J. Environ. Psychol. 2006, 26, 262–268. [Google Scholar] [CrossRef]
Sample Characteristics | Frequency | Percent |
---|---|---|
Gender | ||
Female | 557 | 55.09 |
Male | 454 | 44.91 |
Total | 1011 | 100.00 |
Education | ||
Bachelor’s degree | 677 | 66.96 |
Master’s degree | 217 | 21.46 |
Less than a high school diploma | 2 | 0.20 |
High school degree or equivalent | 89 | 8.80 |
Missing | 26 | 2.57 |
Total | 1011 | 100.00 |
Material status | ||
Very bad | 5 | 0.49 |
Bad | 16 | 1.58 |
Average | 306 | 30.27 |
Good | 526 | 52.03 |
Very good | 131 | 12.96 |
Missing | 27 | 2.67 |
Total | 1011 | 100.00 |
Variable | Item | Loading | p Value | Cronbach’s α | CR | AVE | Mean | Standard Deviation | ||
---|---|---|---|---|---|---|---|---|---|---|
Female | Male | Female | Male | |||||||
EC | EC1 | 0.803 | *** | 0.94 | 0.94 | 0.8 | 5.94 | 5.57 | 1.4 | 1.61 |
EC2 | 0.948 | *** | 6.27 | 5.8 | 1.26 | 1.55 | ||||
EC3 | 0.922 | *** | 6.34 | 5.81 | 1.26 | 1.55 | ||||
EC4 | 0.922 | *** | 6.44 | 5.92 | 1.2 | 1.5 | ||||
AT | AT1 | 0.963 | *** | 0.93 | 0.89 | 0.79 | 5.66 | 4.73 | 1.58 | 1.85 |
AT2 | 0.878 | *** | 5.54 | 4.67 | 1.58 | 1.87 | ||||
AT3 | 0.823 | *** | 5.28 | 4.47 | 1.7 | 1.86 | ||||
SN | SIN1 | 0.861 | *** | 0.93 | 0.93 | 0.82 | 3.42 | 3.43 | 1.87 | 1.99 |
SIN2 | 0.965 | *** | 3.16 | 3.13 | 1.84 | 1.92 | ||||
SIN3 | 0.896 | *** | 3.4 | 3.32 | 1.91 | 1.96 | ||||
PBC | PBC1 | 0.69 | *** | 0.84 | 0.85 | 0.66 | 6.23 | 6.03 | 1.4 | 1.58 |
PBC2 | 0.91 | *** | 6.06 | 5.73 | 1.45 | 1.68 | ||||
PBC3 | 0.818 | *** | 5.9 | 5.48 | 1.59 | 1.78 | ||||
PMO | PMO1 | 0.859 | *** | 0.9 | 0.9 | 0.83 | 6.2 | 5.81 | 1.4 | 1.59 |
PMO2 | 0.96 | *** | 6.01 | 5.75 | 1.53 | 1.62 | ||||
IR | IR1 | 0.907 | *** | 0.95 | 0.95 | 0.86 | 5.55 | 4.61 | 1.74 | 1.93 |
IR2 | 0.926 | *** | 5.71 | 5.07 | 1.69 | 1.8 | ||||
IR3 | 0.944 | *** | 5.65 | 4.73 | 1.66 | 1.87 | ||||
NBWCB | BWCB1 | 0.797 | *** | 0.82 | 0.73 | 0.54 | 4.84 | 4.27 | 2.14 | 2.07 |
BWCB2 | 0.69 | *** | 3.83 | 3.04 | 2.36 | 2.16 | ||||
BWCB3 | 0.72 | *** | 4.57 | 4.21 | 2.44 | 2.29 |
EC | AT | SN | PBC | PMO | IR | NBWCB |
---|---|---|---|---|---|---|
0.89 | ||||||
0.65 | 0.89 | |||||
0.18 | 0.12 | 0.91 | ||||
0.69 | 0.45 | 0.13 | 0.81 | |||
0.83 | 0.54 | 0.15 | 0.58 | 0.91 | ||
0.67 | 0.67 | 0.29 | 0.58 | 0.63 | 0.93 | |
0.44 | 0.44 | 0.19 | 0.38 | 0.42 | 0.66 | 0.73 |
Variable Structural Path | Beta | B | SE | p Value | Hypothesis Results | ||
---|---|---|---|---|---|---|---|
EC | → | AT | 0.65 | 0.86 | 0.05 | *** | Supported |
EC | → | SN | 0.18 | 0.19 | 0.04 | *** | Supported |
EC | → | PBC | 0.69 | 0.96 | 0.09 | *** | Supported |
EC | → | PMO | 0.83 | 1.50 | 0.13 | *** | Supported |
AT | → | IR | 0.41 | 0.51 | 0.05 | *** | Supported |
SN | → | IR | 0.17 | 0.28 | 0.03 | *** | Supported |
PBC | → | IR | 0.23 | 0.27 | 0.05 | *** | Supported |
PMO | → | IR | 0.25 | 0.23 | 0.04 | *** | Supported |
IR | → | NBWCB | 0.66 | 0.54 | 0.04 | *** | Supported |
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Borusiak, B.; Szymkowiak, A.; Pierański, B.; Szalonka, K. The Impact of Environmental Concern on Intention to Reduce Consumption of Single-Use Bottled Water. Energies 2021, 14, 1985. https://doi.org/10.3390/en14071985
Borusiak B, Szymkowiak A, Pierański B, Szalonka K. The Impact of Environmental Concern on Intention to Reduce Consumption of Single-Use Bottled Water. Energies. 2021; 14(7):1985. https://doi.org/10.3390/en14071985
Chicago/Turabian StyleBorusiak, Barbara, Andrzej Szymkowiak, Bartłomiej Pierański, and Katarzyna Szalonka. 2021. "The Impact of Environmental Concern on Intention to Reduce Consumption of Single-Use Bottled Water" Energies 14, no. 7: 1985. https://doi.org/10.3390/en14071985
APA StyleBorusiak, B., Szymkowiak, A., Pierański, B., & Szalonka, K. (2021). The Impact of Environmental Concern on Intention to Reduce Consumption of Single-Use Bottled Water. Energies, 14(7), 1985. https://doi.org/10.3390/en14071985