Skip to main content

Advertisement

Log in

Understanding the key factors determining rural domestic waste treatment behavior in China: a meta-analysis

  • Review Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

The growing interest of policy-makers, environmental stakeholders, and academics in rural domestic waste treatment has made it a recent focus of research in the field of rural human settlements. Many studies have been conducted to understand the related factors; however, their results are inconsistent. Therefore, different from previous studies, the study systematically analyzed and summarized empirical studies on rural domestic waste treatment and explored the key factors that fostered and impeded it. It also examined the reasons for differences in research level and trends in key factors over time. A random-effects meta-analysis of 24 studies revealed that education, political status, perceived value, behavioral attitude, subjective norm, garbage collection facilities and services, environmental knowledge and propaganda, and government policy and regulation had a significant positive correlation with rural domestic waste treatment; perceived value had the highest impact, followed by behavioral attitude. All of the variables had significant heterogeneity. Some of the heterogeneity can be explained by differences in research methods, sample size, and variable measurement methods. An increasing trend was observed in the effects of perceived value, behavioral attitude, and subjective norm. Finally, based on these results, the study provided suggestions on policy and academic aspects.

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.
Fig. 4.

Similar content being viewed by others

References

  • Ajzen I (1991) The theory of planned behavior. Organizational Behavior and Human Decision Processes 50:172–211

  • Atinkut HB, Yan TW, Arega Y, Raza MH (2020) Farmers’ willingness-to-pay for eco-friendly agricultural waste management in Ethiopia: a contingent valuation. J Cleaner Product 261:121211

    Article  Google Scholar 

  • Abrahamse W, Steg L (2013) Social influence approaches to encourage resource conservation: a meta-analysis. Global Environ Change 23:1773–1785

    Article  Google Scholar 

  • Bax L, Yu LM, Ikeda N, Moons KGM (2007) A systematic comparison of software dedicated to meta-analysis of causal studies. BMC Med Res Methodol 7(40):1–9

    Google Scholar 

  • Bel G, Fageda X, Warner ME (2010) Is private production of public services cheaper than public production? A meta-regression analysis of solid waste and water services. J Policy Analysis Manag 29(03):553–577

    Article  Google Scholar 

  • Borenstein M, Hedges LV, Higgins JPT (2010) A basic introduction to fixed-effect and random-effects models for meta-analysis. Res Synthesis Methods 1(02):97–111

    Article  Google Scholar 

  • Chae Y, An YJ (2018) Current research trends on plastic pollution and ecological impacts on the soil ecosystem: a review. Environ Pollut 240:387–395

    Article  CAS  Google Scholar 

  • Chen H, Manning AK, Dupuis J (2012) A method of moments estimator for random effect multivariate meta-analysis. Biometrics 68(04):1278–1284

    Article  Google Scholar 

  • Dang YF (2019) Research on the influence of social capitals on behavior of peasants’ protecting environment - based on the national survey data from 3844 farmers in 263 villages. J Shanxi Agric Univ(Social Science Edition) 18(06):62–69 (in Chinese)

    Google Scholar 

  • Duval S, Tweedie R (2000) Trim and fill: a simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics 56(2):455–463

    Article  CAS  Google Scholar 

  • Field AP, Gillett R (2010) How to do a meta-analysis. British J Mathematical Stat Psychol 63(03):665–694

    Article  Google Scholar 

  • Geiger JL, Steg L, Werff EVD, Unal AB (2019) A meta-analysis of factors related to recycling. J Environ Psychol 64:78–97

    Article  Google Scholar 

  • Gong WJ (2020) Changes in urban domestic waste management policies-Based on the analysis of urban domestic waste treatment policies from 1949 to 2019. Study Exploration 02:28–35 (in Chinese)

    Google Scholar 

  • Gu HB, Dang GY (2019) Analysis of farmers’ willingness to pay for domestic waste treatment and its influencing factors:a case study of Yaodu District, Linfen City. Shanxi Province. Hubei Agric Sci 58(09):182–187 (in Chinese)

    Google Scholar 

  • Guagnano GA, Stern PC, Dietz T (1995) Influences on Attitude-Behavior relationships: a natural experiment with curbside recycling. Environ Behav 27:699–718

  • Han ZY, Zeng D, Li QB, Cheng C, Shi GZ, Mou ZS (2019) Public willingness to pay and participate in domestic waste management in rural areas of China. Resour Conserv Recycl 140:166–174

    Article  Google Scholar 

  • He HQ, Chen K (2006) Methods for measuring heterogeneity in a meta-analysis. Chinese Journal of Health. Statistics (06):486-487+490 (in Chinese)

    Google Scholar 

  • Huang KX, Wang JX, Bai JF, Qiu HG (2013) Domestic solid waste discharge: volume, structure and determinants in rural China. Chinese Acad Sci 5(04):512–525

    Google Scholar 

  • Hunter JE (2006) Methods of meta-analysis. BMS: Bull Sociol Methodol (91)

  • Higgins JPT, Thompson SG (2002) Quantifying heterogeneity in a meta-analysis. Stat Med 21(11):1539–1558

    Article  Google Scholar 

  • Jackson D, White IR, Riley RD (2012) Quantifying the impact of between-study heterogeneity in multivariate meta-analyses. Stat Med 31(29):3805–3820

    Article  Google Scholar 

  • Jia YJ, Zhao MJ (2019) The influence of environmental concern and institutional trust on farmers’ willingness to participate in rural domestic waste treatment. Resour Sci 41(08):1500–1512 (in Chinese)

    Google Scholar 

  • Jia YJ, Zhao MJ, Xia XL, Yao LY (2019) Mode of classified treatment of rural domestic wastes and suggestions. Resour Sci 41(02):338–351 (in Chinese)

    Google Scholar 

  • Jiang LN, Zhao X (2020) Classified treatment management of rural domestic waste: model comparison and policy enlightenment based on a case study of four ecological conservation areas in Beijing. China Rural Survey 02:16–33 (in Chinese)

    Google Scholar 

  • Kamarehie B, Jafari A, Ghaderpoori M, Azimi F, Faridan M, Sharafi K, Ahmadi F, Karami MA (2020) Qualitative and quantitative analysis of municipal solid waste in Iran for implementation of best waste management practice : a systematic review and meta-analysis. Environ Sci Pollut Res 27:37514–37526

    Article  Google Scholar 

  • Li DQ, Hou LL, Min S, Huang JK (2021) The effects of rural living environment improvement programs: evidence from a household survey in 7 provinces of China. Manag World 37(10):182-195+249-251 (in Chinese)

    Google Scholar 

  • Li GC (2015) Introduction to cumulative meta-analysis and application of CMA software. J Evidence-Based Med 15(04):247–251 (in Chinese)

    CAS  Google Scholar 

  • Li H, Li SP, Nan L, Li XQ (2018) A Meta-analysis of farmers’ environment-friendly pesticide application behavior in China. Resour Sci 40(01):74–88 (in Chinese)

    Google Scholar 

  • Li XR, Bi F, Han ZD, Qin Y, Wang HS, Wu WX (2019) Garbage source classification performance, impact factor, and management strategy in rural areas of China: a case study in Hangzhou. Waste Manag 89:313–321

    Article  Google Scholar 

  • Liang ZF, Xiao XC, Ni QP (2014) Analysis of the influential factors of farmers’ willingness to pay for rural household waste disposal in Three Gorges Reservoir. Environ Pollut Control 36(09):100-105+110 (in Chinese)

    Google Scholar 

  • Liu R, Wang Y (2019) Farmers’ household waste disposal behavior and its influence factors in developing countries: evidence from Jiangsu, China. Appl Ecol Environ Res 17(4):8737–8748

    Article  Google Scholar 

  • Macaskill P, Walter SD, Irwig L (2001) A comparison of methods to detect publication bias in meta-analysis. Stat Med 20(4):641–654

    Article  CAS  Google Scholar 

  • Michie S, Abraham C, Whittington C (2009) Effective techniques in healthy eating and physical activity interventions: a meta-regression. Health Psychol 28(06):690–701

    Article  Google Scholar 

  • Ma Y, Wang HL, Kong R (2020) The effect of policy instruments on rural households’ solid waste separation behavior and the mediation of perceived value using SEM. Environ Sci Pollut Res 27:19398–19409

    Article  Google Scholar 

  • Meng XY (2019) Analysis on residents’ behavior of domestic solid waste source separation based on structural equation. Resour Sci 41(06):1111–1119 (in Chinese)

    Google Scholar 

  • Ostrom E (2010) Background on the Institutional Analysis and Development Framework. Policy Stud J 39(01):7–27

  • Pigott TD (2006) Methods of meta-analysis: correcting error and bias in research findings. Evaluation and Program Planning (3)

  • Peng YC, Gu LL (2014) Meta-regression analysis in economics. Economic Trends 02:126–131

    Google Scholar 

  • Qiu CM, Yu PH, Cao SW (2019) The willingness to pay and determinants of rural residents for household garbage management. J Hunan Univ Finance Econ 35(01):49–57 (in Chinese)

    Google Scholar 

  • Schanes K, Dobernig K, Gozet B (2018) Food waste matters-a systematic review of household food waste practices and their policy implications. J Cleaner Production 182:978–991

    Article  Google Scholar 

  • Shi CY (2018) A study on household waste governance in Metropolitan Community: a case study of Meilong Sancun Community. J East China Univ Sci Technol (Social Sci Edition) (04):68–75+92 (in Chinese)

    Google Scholar 

  • Spigolon LMG, Giannott M, Larocca AP, Russo MAT, Souza ND (2018) Landfill siting based on optimisation, multiple decision analysis, and geographic information system analyses. Waste Manag Res 36(07):606–615

    Article  Google Scholar 

  • Stanley TD, Doucouliagos C, Jarrell SB (2006) Meta-regression analysis as the socio-economics of economics research. J Socio-Econ (1)

  • Stern PC (2000) Towards a coherent theory of environmentally significant behavior. J Soc Issues 56:407–424

  • Schwartz SH, Howard JA (1981) A normative decision-making model of altruism

  • Taghipour H, Amjad Z, Aslani H, Armanfar F, Dehghanzadeh R (2016) Characterizing and quantifying solid waste of rural communities. J Mater Cycles Waste Manag 18(04):790–797

    Article  CAS  Google Scholar 

  • Tang L, Luo XF, Zhang JB (2019) Social supervision, group identity and farmers’ domestic waste centralized disposal behavior: an analysis based on mediation effect and regulation effect of the face concept. China Rural Survey 02:18–33 (in Chinese)

    Google Scholar 

  • Tang X, Zhang Y, Fang XM (2018) Cost and willingness to pay for the rural household waste collection: based on a survey of five provinces. J China Agric Univ 23(08):204–211 (in Chinese)

    Google Scholar 

  • Varotto A, Spagnolli A (2017) Psychological strategies to promote household recycling. A systematic review with meta-analysis of validated field interventions. J Environ Psychol 51:168–188

    Article  Google Scholar 

  • Wang AQ, Gao QF, Shi YJ, Liu CF, Zhang LX (2016) The situation of rural solid waste management and determination: empirical analysis based on field surveys of 101 villages in 5 provinces. Issues in Agricultural Economy (04): 30-38+111 (in Chinese)

  • Wang JM (2013) The influence of resource conservation consciousness on resource conservation behavior: a model of interaction effect and moderation effect in the context of Chinese culture. Manag World (08):77–90+100 (in Chinese)

    Google Scholar 

  • Wang SW, Wen XN, Qin L (2014) Construction of public participation in management and government regulation interactive model of urban living garbage 24(04):142-148 (in Chinese)

  • Wu R, Shi GQ (2019) Research on the process and mechanism of rural environmental cooperative governance-based on the case of S village. Rural Econ 03:113–121 (in Chinese)

    Google Scholar 

  • Winterton R, Warburton J, Keating N, Petersen M, Berg T, Wilson J (2016) Understanding the influence of community characteristics on wellness for rural older adults: a meta-synthesis. J Rural Stud 45:320–327

    Article  Google Scholar 

  • Xu L, Ling ML, Lu YJ (2017) Key determinants of urban household solid waste recycling behavior. Journal of. Public Manag 14(01):142–153+160 (in Chinese)

    Google Scholar 

  • Xu ZW, Yao SB, Miao SS (2016) The paradox between willingness and behavior: factors influencing the house-holds’ willingness to pay and real payment behavior on rural domestic garbage centralized treatment. J Arid Land Resour Environ 30(02):1–6 (in Chinese)

    Google Scholar 

  • Yang Y, Lan X, Jones TE (2019) Tourism-enhancing effect of World Heritage Sites: Panacea or placebo? A meta-analysis. Annals Tourism Res 75:29–41

    Article  Google Scholar 

  • Zhao JW, Zhao R, He YF, Wang S, An QQ (2014) Rural domestic garbage processing pattern based on the principle of 3R. China Population, Resour Environ 24(S2):263–266 (in Chinese)

    Google Scholar 

  • Zheng LY, Liu Q, Qian WR (2018) An empirical analysis of farmers’ willingness to pay for household waste management: Evidence from the rural areas of Shandong, Anhui and Chongqing. Res Agric Moderniz 39(05):828–835 (in Chinese)

    Google Scholar 

  • Zheng LY, Yang F, Hong MY (2019) The willingness to pay and for rural household domestic waste governance its determinants: empirical evidence from three provinces in China. J Arid Land Resour Environ 33(05):14–18 (in Chinese)

    Google Scholar 

Download references

Data Availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Funding

The research was financially supported by the Shaanxi Provincial Social Science fund, grant numbers 2019D012. We appreciate all the participants for their cooperation and completion of the paper.

Author information

Authors and Affiliations

Authors

Contributions

Donghui Zheng: formal analysis and writing. Jing Shen, Rong Li, Bei Jian, Jihong Zeng, and Yongliang Mao: literature selection and data selection. Pradipta Halder: review and editing. Mei Qu and Xiaoning Zhang: conceptualization and supervision.

Corresponding author

Correspondence to Mei Qu.

Ethics declarations

Ethics approval and consent to participate

This manuscript has not been published or presented elsewhere in part or in entirety and is not under consideration by another journal. The study design was approved by the appropriate ethics review board. We have read and understood your journal’s policies, and we believe that neither the manuscript nor the study violates any of these.

Consent for publication

Not applicable

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Philippe Garrigues

Publisher’s note

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

Supplementary Information

ESM 1

(XLSX 16 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zheng, D., Shen, J., Li, R. et al. Understanding the key factors determining rural domestic waste treatment behavior in China: a meta-analysis. Environ Sci Pollut Res 29, 11076–11090 (2022). https://doi.org/10.1007/s11356-021-17999-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-17999-x

Keywords

Navigation