Skip to main content

Advertisement

Log in

Consumer intention to express packaging recycling in China's digital economy: an expansion of the theory of planned behavior

  • Published:
Environment, Development and Sustainability Aims and scope Submit manuscript

Abstract

The thriving development of e-commerce and the digital economy in China has given rise to the issue of excessive express packaging waste. As a result, the recycling and reuse of express packaging have become increasingly critical. In this study, we utilize an extended version of the theory of planned behavior model (TPB) to examine consumers’ behavioral intentions and the factors that influence their decision to recycle express packaging in China. We collected data from 1114 valid questionnaires and tested our hypotheses using partial least squares structural equation modeling. The results revealed that six latent variables, namely attitude, subjective norm, perceived behavioral control, policy and publicity, degree of convenience, and recycling habit, all exert positive effects on consumers’ behavioral intention. Additionally, the degree of convenience, perceived behavioral control, policy and publicity, and recycling habit have positive indirect impacts on actual recycling behavior through mediating effects. Notably, the degree of convenience emerges as the most influential factor affecting consumer’s behavioral intention, and it plays a pivotal role as the primary mediating path to actual recycling behavior. In conclusion, this study adds to the body of research on waste recycling intentions, providing valuable insights for policymakers and consumers seeking to adopt more energy-efficient behaviors and facilitate the eco-friendly transformation of the express industry.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Availability of data and materials

Data are available on request from the authors.

References

  • Abbott, A., Nandeibam, S., & O’Shea, L. (2011). Explaining the variation in household recycling rates across the UK. Ecological Economics, 70(11), 2214–2223.

    Article  Google Scholar 

  • Aboelmaged, M. (2021). E-waste recycling behaviour: An integration of recycling habits into the theory of planned behaviour. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2020.124182

    Article  Google Scholar 

  • Ahmed, N., Li, C., Khan, A., Qalati, S. A., Naz, S., & Rana, F. (2021). Purchase intention toward organic food among young consumers using theory of planned behavior: Role of environmental concerns and environmental awareness. Journal of Environmental Planning and Management, 64(5), 796–822. https://doi.org/10.1080/09640568.2020.1785404

    Article  Google Scholar 

  • Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T

    Article  Google Scholar 

  • Al-Debei, M. M., Akroush, M. N., & Ashouri, M. I. (2015). Consumer attitudes towards online shopping: The effects of trust, perceived benefits, and perceived web quality. Internet Research, 25(5), 707–733.

    Article  Google Scholar 

  • Al-Swidi, A., Mohammed-Rafiul-Huque, S., Haroon Hafeez, M., & Noor Mohd Shariff, M. (2014). The role of subjective norms in theory of planned behavior in the context of organic food consumption. British Food Journal, 116(10), 1561–1580.

    Article  Google Scholar 

  • Bagheri, A., Bondori, A., Allahyari, M. S., & Damalas, C. A. (2019). Modeling farmers’ intention to use pesticides: An expanded version of the theory of planned behavior. Journal of Environmental Management, 248, 109291.

    Article  PubMed  Google Scholar 

  • Bertram, D. (2007). Likert scales. Retrieved November, 2(10), 1–10. doi:https://doi.org/10.1016/j.resconrec.2021.10449

  • Botetzagias, I., Dima, A.-F., & Malesios, C. (2015). Extending the theory of planned behavior in the context of recycling: The role of moral norms and of demographic predictors. Resources, Conservation Recycling, 95, 58–67.

    Article  Google Scholar 

  • Cai, K., Xie, Y., Song, Q., Sheng, N., & Wen, Z. (2021). Identifying the status and differences between urban and rural residents’ behaviors and attitudes toward express packaging waste management in Guangdong Province, China. Science of the Total Environment, 797, 148996. https://doi.org/10.1016/j.scitotenv.2021.148996

    Article  ADS  CAS  PubMed  Google Scholar 

  • Cao, X., & Liu, C. (2019). Research on customers’ willingness to participate in express package recycling. Paper presented at the IOP Conference Series: Earth and Environmental Science.

  • Carden, L., & Wood, W. (2018). Habit formation and change. Current Opinion in Behavioral Sciences, 20, 117–122.

    Article  Google Scholar 

  • Chang, Y.-W., & Polonsky, M. J. (2012). The influence of multiple types of service convenience on behavioral intentions: The mediating role of consumer satisfaction in a Taiwanese leisure setting. International Journal of Hospitality Management, 31(1), 107–118. https://doi.org/10.1016/j.ijhm.2011.05.003

    Article  Google Scholar 

  • Chen, F., Chen, H., Yang, J., Long, R., & Li, W. (2019). Impact of regulatory focus on express packaging waste recycling behavior: Moderating role of psychological empowerment perception. Environmental Science Pollution Research, 26(9), 8862–8874. https://doi.org/10.1007/s11356-019-04416-7

    Article  PubMed  Google Scholar 

  • Chen, F., Lou, J., Hu, J., Chen, H., Long, R., & Li, W. (2021). Study on the relationship between crisis awareness and medical waste separation behavior shown by residents during the COVID-19 epidemic. Science of the Total Environment, 787, 147522.

    Article  ADS  CAS  PubMed  Google Scholar 

  • Chi, X., Wang, M. Y. L., & Reuter, M. A. (2014). E-waste collection channels and household recycling behaviors in Taizhou of China. Journal of Cleaner Production, 80, 87–95. https://doi.org/10.1016/j.jclepro.2014.05.056

    Article  Google Scholar 

  • China, S. P. B. o. t. P. s. R. o. (2016). Report on the Current Status and Trends of Green Packaging Development in China's Express Delivery Industry. Retrieved from https://cnki.com.cn/Article/CJFDTotal-ZBZZ201601007.htm

  • China, S. P. B. o. t. P. s. R. o. (2022). Chinese statistic bulletin of post business in 2022. Retrieved from https://www.mot.gov.cn/tongjishuju/youzheng/202301/t20230130_3747917.html

  • Cudjoe, D., & Wang, H. (2022). Plasma gasification versus incineration of plastic waste: Energy, economic and environmental analysis. Fuel Processing Technology, 237, 107470.

    Article  Google Scholar 

  • Danner, U. N., Aarts, H., & de Vries, N. K. (2008). Habit vs intention in the prediction of future behaviour: The role of frequency, context stability and mental accessibility of past behaviour. British Journal of Social Psychology, 47(2), 245–265. https://doi.org/10.1348/014466607X230876

    Article  PubMed  Google Scholar 

  • Di, H. J. (2022). A new integrated management mode of enterprise green logistics under the constraints of resources and environment. Environmental Engineering, 40(1), 266–267. Retrieved from https://kns.cnki.net/kcms2/article/abstract?v=3uoqIhG8C44YLTlOAiTRKibYlV5Vjs7iJTKGjg9uTdeTsOI_ra5_XfBxbcN3RHoxDb1a-ejXQRY1HgTT5KpxDLohg7ZHW27_&uniplatform=NZKPT

  • Ding, L., Guo, Z., & Xue, Y. (2023). Dump or recycle? Consumer’s environmental awareness and express package disposal based on an evolutionary game model. Environment, Development Sustainability, 25(7), 6963–6986. https://doi.org/10.1007/s10668-022-02343-1

    Article  PubMed  Google Scholar 

  • Ding, Z., Sun, J., Wang, Y., Jiang, X., Liu, R., & Sun, W. (2021). Research on the influence of anthropomorphic design on the consumers’ express packaging recycling willingness: The moderating effect of psychological ownership. Resources, Conservation Recycling, 168, 105269.

    Article  Google Scholar 

  • Dong, F., & Hua, Y. (2018). Are Chinese residents willing to recycle express packaging waste? Evidence from a Bayesian regularized neural network model. Sustainability, 10(11), 4152.

    Article  Google Scholar 

  • Duarte, P., Silva, S. C., & Ferreira, M. B. (2018). How convenient is it? Delivering online shopping convenience to enhance customer satisfaction and encourage e-WOM. Journal of Retailing Consumer Services, 44, 161–169.

    Article  Google Scholar 

  • Fan, M., Khalique, A., Qalati, S. A., Gillal, F. G., & Gillal, R. G. (2022). Antecedents of sustainable e-waste disposal behavior: The moderating role of gender. Environmental Science and Pollution Research, 29(14), 20878–20891. https://doi.org/10.1007/s11356-021-17275-y

    Article  PubMed  Google Scholar 

  • Francis, J. J., Eccles, M. P., Johnston, M., Walker, A., Grimshaw, J., Foy, R., et al. (2004). Constructing questionnaires based on the theory of planned behaviour. A manual for health services researchers, 2010, pp. 2–12.

  • Guo, Y., Luo, G., & Hou, G. (2021). Research on the evolution of the express packaging recycling strategy, considering government subsidies and synergy benefits. International Journal of Environmental Research Public Health, 18(3), 1144. https://doi.org/10.3390/ijerph18031144

    Article  PubMed  PubMed Central  Google Scholar 

  • Hair, J. F. (2009). Multivariate data analysis,7th Edn. Pearson Education, New Delhi.

  • Hamilton, K., van Dongen, A., & Hagger, M. S. (2020). An extended theory of planned behavior for parent-for-child health behaviors: A meta-analysis. Health Psychology, 39(10), 863. https://doi.org/10.1037/hea0000940

    Article  PubMed  Google Scholar 

  • Han, H. (2015). Travelers’ pro-environmental behavior in a green lodging context: Converging value-belief-norm theory and the theory of planned behavior. Tourism Management, 47, 164–177. https://doi.org/10.1016/j.tourman.2014.09.014

    Article  Google Scholar 

  • Hu, C., Liu, X., & Lu, J. (2017). A bi-objective two-stage robust location model for waste-to-energy facilities under uncertainty. Decision Support Systems, 99, 37–50. https://doi.org/10.1016/j.dss.2017.05.009

    Article  Google Scholar 

  • Hua, Y., & Dong, F. (2022). Can environmental responsibility bridge the intention-behavior gap? Conditional process model based on valence theory and the theory of planned behavior. Journal of Cleaner Production, 376, 134166.

    Article  Google Scholar 

  • Hua, Y., Dong, F., & Goodman, J. (2021). How to leverage the role of social capital in pro-environmental behavior: A case study of residents’ express waste recycling behavior in China. Journal of Cleaner Production, 280, 124376. https://doi.org/10.1016/j.jclepro.2020.124376

    Article  Google Scholar 

  • Huang, J., Antonides, G., & Nie, F. (2020). Social-Psychological factors in food consumption of rural residents: The role of perceived need and habit within the theory of planned behavior. Nutrients, 12(4), 1203.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ishimura, Y. (2022). The effects of the containers and packaging recycling law on the domestic recycling of plastic waste: Evidence from Japan. Ecological Economics, 201, 107535.

    Article  Google Scholar 

  • Jebarajakirthy, C., & Shankar, A. (2021). Impact of online convenience on mobile banking adoption intention: A moderated mediation approach. Journal of Retailing Consumer Services, 58, 102323.

    Article  Google Scholar 

  • Jia, Q., Islam, M. S., Hossain, M. S., Li, F., & Wang, Y. (2023). Understanding residents’ behaviour intention of recycling plastic waste in a densely populated megacity of emerging economy. Heliyon, 9(8).

  • Jia, Y., & Zhang, X. (2022). Influence of environmental cognition and perceived benefits on the deviation between consumers’willingness and behavior to participate in the classified recovery of express packaging. Resources Science, 44(10), 2060–2073.

    MathSciNet  Google Scholar 

  • Jiang, L., Zhang, J., Wang, H. H., Zhang, L., & He, K. (2018). The impact of psychological factors on farmers’ intentions to reuse agricultural biomass waste for carbon emission abatement. Journal of Cleaner Production, 189, 797–804. https://doi.org/10.1016/j.jclepro.2018.04.040

    Article  Google Scholar 

  • Jih, W.-J. (2007). Effects of consumer-perceived convenience on shopping intention in mobile commerce. International Journal of E-Business Research, 3(4), 33–48. https://doi.org/10.4018/jebr.2007100102

    Article  Google Scholar 

  • Kautish, P., Paul, J., & Sharma, R. (2019). The moderating influence of environmental consciousness and recycling intentions on green purchase behavior. Journal of Cleaner Production, 228, 1425–1436. https://doi.org/10.1016/j.jclepro.2019.04.389

    Article  Google Scholar 

  • Kautish, P., Sharma, R., Mangla, S. K., Jabeen, F., & Awan, U. (2021). Understanding choice behavior towards plastic consumption: An emerging market investigation. Resources, Conservation Recycling, 174, 105828.

    Article  Google Scholar 

  • Khan, F., Ahmed, W., & Najmi, A. (2019). Understanding consumers’ behavior intentions towards dealing with the plastic waste: Perspective of a developing country. Resources, Conservation and Recycling, 142, 49–58. https://doi.org/10.1016/j.resconrec.2018.11.020

    Article  Google Scholar 

  • Khan, F., Eker, O. F., Khan, A., & Orfali, W. (2018). Adaptive degradation prognostic reasoning by particle filter with a neural network degradation model for turbofan jet engine. Data, 3(4), 49.

    Article  Google Scholar 

  • Knussen, C., Yule, F., MacKenzie, J., & Wells, M. (2004). An analysis of intentions to recycle household waste: The roles of past behaviour, perceived habit, and perceived lack of facilities. Journal of Environmental Psychology, 24(2), 237–246. https://doi.org/10.1016/j.jenvp.2003.12.001

    Article  Google Scholar 

  • Kumar, A. (2019). Exploring young adults’ e-waste recycling behaviour using an extended theory of planned behaviour model: A cross-cultural study. Resources, Conservation and Recycling, 141, 378–389. https://doi.org/10.1016/j.resconrec.2018.10.013

    Article  Google Scholar 

  • Li, L., Fan, F., & Liu, X. (2022). Determinants of rural household clean energy adoption intention: Evidence from 72 typical villages in ecologically fragile regions of western China. Journal of Cleaner Production, 347, 131296.

    Article  Google Scholar 

  • Li, L., Long, X., Laubayeva, A., Cai, X., & Zhu, B. (2020). Behavioral intention of environmentally friendly agricultural food: The role of policy, perceived value, subjective norm. Environmental Science and Pollution Research, 27(15), 18949–18961. https://doi.org/10.1007/s11356-020-08261-x

    Article  PubMed  Google Scholar 

  • Li, P., Ru, Y., & Wu, J. (2023). Influential factors affecting recycling behavior toward cardboard boxes in the logistics sector: An empirical analysis from China. Sustainability, 15(18), 13343.

    Article  Google Scholar 

  • Li, W., Zhao, S., Ma, J., & Qin, W. (2021). Investigating regional and generational heterogeneity in low-carbon travel behavior intention based on a PLS-SEM approach. Sustainability, 13(6), 3492. https://doi.org/10.3390/su13063492

    Article  CAS  Google Scholar 

  • Lu, S., Yang, L., Liu, W., & Jia, L. (2020). User preference for electronic commerce overpackaging solutions: Implications for cleaner production. Journal of Cleaner Production, 258, 120936.

    Article  Google Scholar 

  • Mohamad, N. S., Thoo, A. C., & Huam, H. T. (2022). The determinants of consumers & rsquo, E-waste recycling behavior through the lens of extended theory of planned behavior. Sustainability, 14(15), 9031.

    Article  Google Scholar 

  • Mollica, G. J. G., & Balestieri, J. A. P. (2020). Is it worth generating energy with garbage? Defining a carbon tax to encourage waste-to-energy cycles. Applied Thermal Engineering, 173, 115195.

    Article  Google Scholar 

  • Muller, N. Z., Matthews, P. H., & Wiltshire-Gordon, V. (2018). The distribution of income is worse than you think: Including pollution impacts into measures of income inequality. PLoS ONE, 13(3), e0192461.

    Article  PubMed  PubMed Central  Google Scholar 

  • Nnorom, I. C., Ohakwe, J., & Osibanjo, O. (2009). Survey of willingness of residents to participate in electronic waste recycling in Nigeria: A case study of mobile phone recycling. Journal of Cleaner Production, 17(18), 1629–1637. https://doi.org/10.1016/j.jclepro.2009.08.009

    Article  Google Scholar 

  • Ouyang, Z., Zhang, Y., & Hu, X. (2020). Negative publicity and potential applicants’ intention to apply amid a discrimination scandal: A moderated mediation model. Personnel Review, 50(1), 129–142. https://doi.org/10.1108/pr-09-2019-0510

    Article  Google Scholar 

  • Oztekin, C., Teksoz, G., Pamuk, S., Sahin, E., & Kilic, D. S. (2017). Gender perspective on the factors predicting recycling behavior: Implications from the theory of planned behavior. Waste Management, 62, 290–302. https://doi.org/10.1016/j.wasman.2016.12.036

    Article  PubMed  Google Scholar 

  • Pakravan, M. H., & MacCarty, N. (2020). What motivates behavior change? Analyzing user intentions to adopt clean technologies in low-resource settings using the theory of planned behavior. Energies, 13(11), 3021.

    Article  Google Scholar 

  • Park, J., & Ha, S. (2014). Understanding consumer recycling behavior: Combining the theory of planned behavior and the norm activation model. Family Consumer Sciences Research Journal, 42(3), 278–291. https://doi.org/10.1111/fcsr.12061

    Article  Google Scholar 

  • Paul, J., Modi, A., & Patel, J. (2016). Predicting green product consumption using theory of planned behavior and reasoned action. Journal of Retailing and Consumer Services, 29, 123–134. https://doi.org/10.1016/j.jretconser.2015.11.006

    Article  Google Scholar 

  • Pham, Q. T., Tran, X. P., Misra, S., Maskeliūnas, R., & Damaševičius, R. (2018). Relationship between convenience, perceived value, and repurchase intention in online shopping in Vietnam. Sustainability, 10(1), 156.

    Article  Google Scholar 

  • Popa, B., Niță, M. D., & Hălălișan, A. F. (2019). Intentions to engage in forest law enforcement in Romania: An application of the theory of planned behavior. Forest Policy Economics, 100, 33–43.

    Article  Google Scholar 

  • Qalati, S. A., Barbosa, B., & Ibrahim, B. (2023a). Factors influencing employees’ eco-friendly innovation capabilities and behavior: The role of green culture and employees’ motivations. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-023-03982-8

    Article  Google Scholar 

  • Qalati, S. A., Kumari, S., Tajeddini, K., Bajaj, N. K., & Ali, R. (2023b). Innocent devils: The varying impacts of trade, renewable energy and financial development on environmental damage: Nonlinearly exploring the disparity between developed and developing nations. Journal of Cleaner Production, 386, 135729. https://doi.org/10.1016/j.jclepro.2022.135729

    Article  Google Scholar 

  • Qalati, S. A., Qureshi, N. A., Ostic, D., & Sulaiman, M. A. B. A. (2022). An extension of the theory of planned behavior to understand factors influencing Pakistani households’ energy-saving intentions and behavior: A mediated–moderated model. Energy Efficiency, 15(6), 40. https://doi.org/10.1007/s12053-022-10050-z

    Article  PubMed  PubMed Central  Google Scholar 

  • Record, R. A. (2017). Tobacco-free policy compliance behaviors among college students: A theory of planned behavior perspective. Journal of Health Communication, 22(7), 562–567.

    Article  PubMed  Google Scholar 

  • Ru, X., Qin, H., & Wang, S. (2019). Young people’s behaviour intentions towards reducing PM2.5 in China: Extending the theory of planned behaviour. Resources, Conservation and Recycling, 141, 99–108. https://doi.org/10.1016/j.resconrec.2018.10.019

    Article  Google Scholar 

  • Russell, S. V., Young, C. W., Unsworth, K. L., & Robinson, C. (2017). Bringing habits and emotions into food waste behaviour. Resources, Conservation and Recycling, 125, 107–114. https://doi.org/10.1016/j.resconrec.2017.06.007

    Article  Google Scholar 

  • Sarmento, E. M., & Loureiro, S. M. C. (2021). Exploring the role of norms and habit in explaining pro-environmental behavior intentions in situations of use robots and AI agents as providers in tourism sector. Sustainability, 13(24), 13928. https://doi.org/10.3390/su132413928

    Article  Google Scholar 

  • Shen, F., Li, J., Chen, J., & Wang, W. (2023). Exploring young consumers’ intention to pay for shared express packaging: A multi-study analysis. Journal of Business Research, 167, 114153.

    Article  Google Scholar 

  • Sheth, J. (2020). Impact of Covid-19 on consumer behavior: Will the old habits return or die? Journal of Business Research, 117, 280–283.

    Article  PubMed  PubMed Central  Google Scholar 

  • Shi, H., Fan, J., & Zhao, D. (2017). Predicting household PM2.5-reduction behavior in Chinese urban areas: An integrative model of Theory of Planned Behavior and Norm Activation Theory. Journal of Cleaner Production, 145, 64–73. https://doi.org/10.1016/j.jclepro.2016.12.169

    Article  CAS  Google Scholar 

  • Shirokova, G., Osiyevskyy, O., & Bogatyreva, K. (2016). Exploring the intention–behavior link in student entrepreneurship: Moderating effects of individual and environmental characteristics. European Management Journal, 34(4), 386–399. https://doi.org/10.1016/j.emj.2015.12.007

    Article  Google Scholar 

  • Si, H., Shi, J.-G., Tang, D., Wu, G., & Lan, J. (2020a). Understanding intention and behavior toward sustainable usage of bike sharing by extending the theory of planned behavior. Resources, Conservation Recycling, 152, 104513.

    Article  Google Scholar 

  • Si, H., Shi, J.-G., Tang, D., Wu, G., & Lan, J. (2020b). Understanding intention and behavior toward sustainable usage of bike sharing by extending the theory of planned behavior. Resources, Conservation and Recycling, 152, 104513. https://doi.org/10.1016/j.resconrec.2019.104513

    Article  Google Scholar 

  • Song, J., Cai, L., Yuen, K. F., & Wang, X. (2023). Exploring consumers’ usage intention of reusable express packaging: An extended norm activation model. Journal of Retailing Consumer Services, 72, 103265.

    Article  Google Scholar 

  • Soorani, F., & Ahmadvand, M. (2019). Determinants of consumers’ food management behavior: Applying and extending the theory of planned behavior. Waste Management, 98, 151–159.

    Article  PubMed  Google Scholar 

  • Sun, H., & Li, J. (2021). Behavioural choice of governments, enterprises and consumers on recyclable green logistics packaging. Sustainable Production Consumption, 28, 459–471.

    Article  Google Scholar 

  • Taylor, S., & Todd, P. (1995). An integrated model of waste management behavior: A test of household recycling and composting intentions. Environment and Behavior, 27(5), 603–630. https://doi.org/10.1177/0013916595275001

    Article  Google Scholar 

  • Thach, A. V., Brown, C. M., & Pope, N. (2013). Consumer perceptions about a community pharmacy-based medication take back program. Journal of Environmental Management, 127, 23–27. https://doi.org/10.1016/j.jenvman.2013.04.025

    Article  PubMed  Google Scholar 

  • Thi-Thu-Nguyen, H., Hung, R.-J., Lee, C.-H., & Thi-Thu-Nguyen, H. (2019). Determinants of residents’ e-waste recycling behavioral intention: A case study from Vietnam. Sustainability, 11(1), 164.

    Article  Google Scholar 

  • Tonglet, M., Phillips, P. S., & Read, A. D. (2004). Using the Theory of Planned Behaviour to investigate the determinants of recycling behaviour: A case study from Brixworth, UK. Resources, Conservation and Recycling, 41(3), 191–214. https://doi.org/10.1016/j.resconrec.2003.11.001

    Article  Google Scholar 

  • Uzun, A. M., & Kilis, S. (2020). Investigating antecedents of plagiarism using extended theory of planned behavior. Educational Technology Research and Development, 144, 103700.

    Google Scholar 

  • Vamvaka, V., Stoforos, C., Palaskas, T., & Botsaris, C. (2020). Attitude toward entrepreneurship, perceived behavioral control, and entrepreneurial intention: Dimensionality, structural relationships, and gender differences. Journal of Innovation Entrepreneurship, 9(1), 1–26.

    Article  Google Scholar 

  • Wan, C., Zhang, X., Cheung, R., & Qiping Shen, G. (2012). Recycling attitude and behaviour in university campus: A case study in Hong Kong. Facilities, 30(13/14), 630–646. https://doi.org/10.1108/02632771211270595

    Article  Google Scholar 

  • Wang, Q., Zhang, W., Tseng, C.P.M.-L., Sun, Y., & Zhang, Y. (2021a). Intention in use recyclable express packaging in consumers’ behavior: An empirical study. Resources, Conservation and Recycling. https://doi.org/10.1016/j.resconrec.2020.105115

    Article  PubMed  Google Scholar 

  • Wang, Q., Zhang, W., Tseng, C.P.M.-L., Sun, Y., & Zhang, Y. (2021b). Intention in use recyclable express packaging in consumers’ behavior: An empirical study. Resources, Conservation and Recycling, 164, 105115. https://doi.org/10.1016/j.resconrec.2020.105115

    Article  Google Scholar 

  • Wang, S., Wang, J., Zhao, S., & Yang, S. (2019). Information publicity and resident’s waste separation behavior: An empirical study based on the norm activation model. Waste Management, 87, 33–42. https://doi.org/10.1016/j.wasman.2019.01.038

    Article  PubMed  Google Scholar 

  • Wang, Z., Guo, D., Wang, X., Zhang, B., & Wang, B. (2018). How does information publicity influence residents’ behaviour intentions around e-waste recycling? Resources, Conservation and Recycling, 133, 1–9. https://doi.org/10.1016/j.resconrec.2018.01.014

    Article  ADS  Google Scholar 

  • Wood, W., Labrecque, J., Lin, P., & Runger, D. (2014). Habits in dual process models. In Dual process theories of the social mind (pp. 371–385).

  • Xiao, L., Fan, R., Wang, C., & Wang, J. (2020). Policy analyses on promoting the recycling of express packages. Sustainability, 12(22), 9504.

    Article  Google Scholar 

  • Xing, C. (2019). Study on Consumer Behavior Intention in Express Packaging Recycling. (Master). Xidian University,

  • Yang, J., Long, R., & Chen, H. (2022). Decision-making dynamic evolution among groups regarding express packaging waste recycling under different reference dependence and information policy. Waste Management, 138, 262–273.

    Article  PubMed  Google Scholar 

  • Yang, J., Long, R., Chen, H., & Sun, Q. (2021a). A comparative analysis of express packaging waste recycling models based on the differential game theory. Resources, Conservation and Recycling, 168, 105449. https://doi.org/10.1016/j.resconrec.2021.105449

    Article  Google Scholar 

  • Yang, Z., Lü, F., Zhang, H., Wang, W., Shao, L., Ye, J., & He, P. (2021b). Is incineration the terminator of plastics and microplastics? Journal of Hazardous Materials, 401, 123429.

    Article  CAS  PubMed  Google Scholar 

  • Yue, P., Wu, Y., Zhang, Y., Chen, Y., Li, J., Xu, Y., & Liu, Y. (2021). Contemplation-action-maintenance model of behaviour change for persons with coronary heart disease: A qualitative study. Journal of Clinical Nursing, 30(9–10), 1464–1478. https://doi.org/10.1111/jocn.15699

    Article  PubMed  Google Scholar 

  • Zhan, Y., Sun, Y., & Xu, J. (2023). A study on the recycling classification behavior of express packaging based on UTAUT under “Dual Carbon” targets. Sustainability, 15(15), 11622.

    Article  Google Scholar 

  • Zhang, L., Hu, Q., Zhang, S., & Zhang, W. (2020). Understanding Chinese residents’ waste classification from a perspective of intention–behavior gap. Sustainability, 12(10), 4135. https://doi.org/10.3390/su12104135

    Article  CAS  Google Scholar 

Download references

Funding

We acknowledge support from the Philosophy and Social Sciences Research Project of Colleges and Universities of Jiangsu Province [Grant Numbers 2022SJYB2227]; Philosophy and Social Sciences Excellent Innovation Team Construction foundation of Jiangsu province [grant numbers SJSZ2020-20]; The Scientific Research Project of College students in Jiangsu University [Grant Numbers 21CB383].

Author information

Authors and Affiliations

Authors

Contributions

All authors have an equal level of contributions.

Corresponding author

Correspondence to Faiza Siddiqui.

Ethics declarations

Competing interests

The authors declare no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wu, Q., Li, Y., Siddiqui, F. et al. Consumer intention to express packaging recycling in China's digital economy: an expansion of the theory of planned behavior. Environ Dev Sustain (2024). https://doi.org/10.1007/s10668-024-04549-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10668-024-04549-x

Keywords

Navigation