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Environmental Science and Pollution Research

, Volume 26, Issue 17, pp 17809–17820 | Cite as

Global trends and future prospects of e-waste research: a bibliometric analysis

  • Ya Gao
  • Long Ge
  • Shuzhen Shi
  • Yue Sun
  • Ming Liu
  • Bo Wang
  • Yi Shang
  • Jiarui Wu
  • Jinhui TianEmail author
Research Article
  • 179 Downloads

Abstract

Electronic waste (e-waste) has been widely studied by scholars all over the world, but the research topics and development trends in this field are still unclear. This study aimed to explore the status quo, hot topics, and future prospects in the field of e-waste. Data of publications were downloaded from the Web of Science Core Collection. We used CiteSpace V, Histcite, and VOSviewer to analyze literature information. A total of 2800 papers in e-waste research were identified, and the number of publications increased rapidly after 2004. Six thousand five hundred seventy-three authors participated in the e-waste research, but 70.01% of the authors published only 1 article. The most productive country in this field was China (1146 publications), and the most productive institution was the Chinese Academy of Sciences (370 publications). The Waste Management (225 publications) was the most productive journal, and Environment Science & Technology (9704 co-citations) was the most co-cited journal. The main hot topics in e-waste field were management and recycling of e-waste in developing countries, health risk assessment after exposure to organic pollutants, degradation and recovery of waste metal materials, and impact of heavy metals on children’s health. The frontier topic was degradation.

Keywords

Bibliometric analysis E-waste Research trend Web of Science VOSviewer CiteSpace 

Notes

Funding information

This work is supported by the Science and Technology Plan Project of Gansu Province.

Compliance with ethical standards

Conflict of interest

The authors declare that they have no conflict of interest.

References

  1. Ackah M (2017) Informal E-waste recycling in developing countries: review of metal(loid)s pollution, environmental impacts and transport pathways. Environ Sci Pollut Res 24:24092–24101.  https://doi.org/10.1007/s11356-017-0273-y CrossRefGoogle Scholar
  2. Awasthi AK, Wang M, Awasthi MK, Wang Z, Li J (2018) Environmental pollution and human body burden from improper recycling of e-waste in China: a short-review. Environ Pollut (Barking, Essex : 1987) 243:1310–1316.  https://doi.org/10.1016/j.envpol.2018.08.037 CrossRefGoogle Scholar
  3. Chan JK, Wong MH (2013) A review of environmental fate, body burdens, and human health risk assessment of PCDD/Fs at two typical electronic waste recycling sites in China. Sci Total Environ 463–464:1111–1123.  https://doi.org/10.1016/j.scitotenv.2012.07.098 CrossRefGoogle Scholar
  4. Chen C (2004) Searching for intellectual turning points: progressive knowledge domain visualization. Proc Natl Acad Sci U S A 101(Suppl 1):5303–5310.  https://doi.org/10.1073/pnas.0307513100 CrossRefGoogle Scholar
  5. Chen CM (2006) CiteSpace II: detecting and visualizing emerging trends and transient patterns in scientific literature. J Am Soc Inf Sci Technol 57:359–377.  https://doi.org/10.1002/asi.20317 CrossRefGoogle Scholar
  6. Chen CM, Dubin R, Kim MC (2014a) Emerging trends and new developments in regenerative medicine: a scientometric update (2000–2014). Expert Opin Biol Ther 14:1295–1317.  https://doi.org/10.1517/14712598.2014.920813 CrossRefGoogle Scholar
  7. Chen CM, Dubin R, Kim MC (2014b) Orphan drugs and rare diseases: a scientometric review (2000–2014). Expert Opin Orphan Drugs 2:709–724.  https://doi.org/10.1517/21678707.2014.920251 CrossRefGoogle Scholar
  8. Chen H, Jiang W, Yang Y, Yang Y, Man X (2015) Global trends of municipal solid waste research from 1997 to 2014 using bibliometric analysis. J Air & Waste Manage Assoc (1995) 65:1161–1170.  https://doi.org/10.1080/10962247.2015.1083913 CrossRefGoogle Scholar
  9. Chen D, Liu Z, Luo Z, Webber M, Chen J (2016) Bibliometric and visualized analysis of emergy research. Ecol Eng 90:285–293.  https://doi.org/10.1016/j.ecoleng.2016.01.026 CrossRefGoogle Scholar
  10. Cui JR, Forssberg E (2003) Mechanical recycling of waste electric and electronic equipment: a review. J Hazard Mater 99:243–263.  https://doi.org/10.1016/S0304-3894(03)00061-X CrossRefGoogle Scholar
  11. Cui J, Zhang L (2008) Metallurgical recovery of metals from electronic waste: a review. J Hazard Mater 158:228–256.  https://doi.org/10.1016/j.jhazmat.2008.02.001 CrossRefGoogle Scholar
  12. Dalpe R (2002) Bibliometric analysis of biotechnology. Scientometrics 55:189–213.  https://doi.org/10.1023/A:1019663607103 CrossRefGoogle Scholar
  13. Duan H, Eugster M, Hischier R, Streicher-Porte M, Li J (2009) Life cycle assessment study of a Chinese desktop personal computer. Sci Total Environ 407:1755–1764.  https://doi.org/10.1016/j.scitotenv.2008.10.063 CrossRefGoogle Scholar
  14. Ellegaard O, Wallin JA (2015) The bibliometric analysis of scholarly production: how great is the impact? Scientometrics 105:1809–1831.  https://doi.org/10.1007/s11192-015-1645-z CrossRefGoogle Scholar
  15. Frazzoli C, Orisakwe OE, Dragone R, Mantovani A (2010) Diagnostic health risk assessment of electronic waste on the general population in developing countries’ scenarios. Environ Impact Assess Rev 30:388–399.  https://doi.org/10.1016/j.eiar.2009.12.004 CrossRefGoogle Scholar
  16. Grant K, Goldizen FC, Sly PD, Brune MN, Neira M, van den Berg M, Norman RE (2013) Health consequences of exposure to e-waste: a systematic review. Lancet Glob Health 1:e350–e361.  https://doi.org/10.1016/s2214-109x(13)70101-3 CrossRefGoogle Scholar
  17. Heacock M et al (2016a) E-waste and harm to vulnerable populations: a growing global problem. Environ Health Perspect 124:550–555.  https://doi.org/10.1289/ehp.1509699 CrossRefGoogle Scholar
  18. Heacock M, Kelly CB, Suk WA (2016b) E-waste: the growing global problem and next steps. Rev Environ Health 31:131–135.  https://doi.org/10.1515/reveh-2015-0045 CrossRefGoogle Scholar
  19. Huo X et al (2007) Elevated blood lead levels of children in Guiyu, an electronic waste recycling town in China. Environ Health Perspect 115:1113–1117.  https://doi.org/10.1289/ehp.9697 CrossRefGoogle Scholar
  20. Jiang L et al (2017) The influence of e-waste recycling on the molecular ecological network of soil microbial communities in Pakistan and China. Environ Pollut (Barking, Essex: 1987) 231:173–181.  https://doi.org/10.1016/j.envpol.2017.08.003 CrossRefGoogle Scholar
  21. Jin MT, Li LJ, Zheng YX, Shen XY, Wang DR (2018) Polybrominated diphenyl ethers (PBDEs) in dust in typical indoor public places in Hangzhou: levels and an assessment of human exposure. Ecotoxicol Environ Saf 169:325–334.  https://doi.org/10.1016/j.ecoenv.2018.10.043 CrossRefGoogle Scholar
  22. Johnston GP, Leff LG (2015) Bacterial community composition and biogeochemical heterogeneity in PAH-contaminated riverbank sediments. J Soils Sediments 15:225–239.  https://doi.org/10.1007/s11368-014-1005-2 CrossRefGoogle Scholar
  23. Lee D, Offenhuber D, Duarte F, Biderman A, Ratti C (2018) Monitour: Tracking global routes of electronic waste. Waste Manage (New York, NY) 72:362–370.  https://doi.org/10.1016/j.wasman.2017.11.014 CrossRefGoogle Scholar
  24. Leefmann J, Levallois C, Hildt E (2016) Neuroethics 1995–2012. A bibliometric analysis of the guiding themes of an emerging research field. Front Hum Neurosci 10:336.  https://doi.org/10.3389/fnhum.2016.00336 CrossRefGoogle Scholar
  25. Leung A, Cai ZW, Wong MH (2006) Environmental contamination from electronic waste recycling at Guiyu, southeast China. J Mater Cycles Waste Manage 8:21–33.  https://doi.org/10.7717/peerj.5477 CrossRefGoogle Scholar
  26. Leung AOW, Luksemburg WJ, Wong AS, Wong MH (2007) Spatial distribution of polybrominated diphenyl ethers and polychlorinated dibenzo-p-dioxins and dibenzofurans in soil and combusted residue at Guiyu, an electronic waste recycling site in southeast China. Environ Sci Technol 41:2730–2737.  https://doi.org/10.1021/es0625935 CrossRefGoogle Scholar
  27. Li N, Chen XW, Deng WJ, Giesy JP, Zheng HL (2018) PBDEs and dechlorane plus in the environment of Guiyu, Southeast China: a historical location for E-waste recycling (2004, 2014). Chemosphere 199:603–611.  https://doi.org/10.1016/j.chemosphere.2018.02.041 CrossRefGoogle Scholar
  28. Liang YD, Li Y, Zhao J, Wang XY, Zhu HZ, Chen XH (2017) Study of acupuncture for low back pain in recent 20 years: a bibliometric analysis via CiteSpace. J Pain Res 10:951–964.  https://doi.org/10.2147/jpr.S132808 CrossRefGoogle Scholar
  29. Liang C, Luo A, Zhong Z (2018) Knowledge mapping of medication literacy study: a visualized analysis using CiteSpace. SAGE Open Medicine 6:2050312118800199.  https://doi.org/10.1177/2050312118800199
  30. Lipman TE, Delucchi MA (2006) A retail and lifecycle cost analysis of hybrid electric vehicles. Transp Res Part D: Transp Environ 11:115–132.  https://doi.org/10.1016/j.trd.2005.10.002 CrossRefGoogle Scholar
  31. Liu G, Niu Z, Van Niekerk D, Xue J, Zheng L (2008) Polycyclic aromatic hydrocarbons (PAHs) from coal combustion: emissions, analysis, and toxicology. Rev Environ Contam Toxicol 192:1–28CrossRefGoogle Scholar
  32. Lu SY et al (2016) Associations between polycyclic aromatic hydrocarbon (PAH) exposure and oxidative stress in people living near e-waste recycling facilities in China. Environ Int 94:161–169.  https://doi.org/10.1016/j.envint.2016.05.021 CrossRefGoogle Scholar
  33. Luo C, Wang S, Wang Y, Yang R, Zhang G, Shen Z (2015) Effects of EDDS and plant-growth-promoting bacteria on plant uptake of trace metals and PCBs from e-waste-contaminated soil. J Hazard Mater 286:379–385.  https://doi.org/10.1016/j.jhazmat.2015.01.010 CrossRefGoogle Scholar
  34. Luo J, Qi S, Xie X, Gu XW, Wang J (2017) The assessment of source attribution of soil pollution in a typical e-waste recycling town and its surrounding regions using the combined organic and inorganic dataset. Environ Sci Pollut Res 24:3131–3141.  https://doi.org/10.1007/s11356-016-8072-4 CrossRefGoogle Scholar
  35. Mahmood A, Malik RN, Syed JH, Li J, Zhang G (2015) Dietary exposure and screening-level risk assessment of polybrominated diphenyl ethers (PBDEs) and dechlorane plus (DP) in wheat, rice, soil and air along two tributaries of the River Chenab, Pakistan. Chemosphere 118:57–64.  https://doi.org/10.1016/j.chemosphere.2014.05.071 CrossRefGoogle Scholar
  36. Man M, Naidu R, Wong MH (2013) Persistent toxic substances released from uncontrolled e-waste recycling and actions for the future. Sci Total Environ 463–464:1133–1137.  https://doi.org/10.1016/j.scitotenv.2012.07.017 CrossRefGoogle Scholar
  37. Miao Y, Zhang Y, Yin L (2018) Trends in hepatocellular carcinoma research from 2008 to 2017: a bibliometric analysis. PeerJ 6:e5477.  https://doi.org/10.7717/peerj.5477 CrossRefGoogle Scholar
  38. Ongondo FO, Williams ID, Cherrett TJ (2011) How are WEEE doing? A global review of the management of electrical and electronic wastes. Waste Manag 31:714–730.  https://doi.org/10.1016/j.wasman.2010.10.023 CrossRefGoogle Scholar
  39. Perez E, Andre ML, Navarro Amador R, Hyvrard F, Borrini J, Carboni M, Meyer D (2016) Recovery of metals from simulant spent lithium-ion battery as organophosphonate coordination polymers in aqueous media. J Hazard Mater 317:617–621.  https://doi.org/10.1016/j.jhazmat.2016.06.032 CrossRefGoogle Scholar
  40. Petric I, Bru D, Udikovic-Kolic N, Hrsak D, Philippot L, Martin-Laurent F (2011) Evidence for shifts in the structure and abundance of the microbial community in a long-term PCB-contaminated soil under bioremediation. J Hazard Mater 195:254–260.  https://doi.org/10.1016/j.jhazmat.2011.08.036 CrossRefGoogle Scholar
  41. Poole CJM, Basu S (2017) Systematic review: occupational illness in the waste and recycling sector. Occup Med (Oxford, England) 67:626–636.  https://doi.org/10.1093/occmed/kqx153 CrossRefGoogle Scholar
  42. Quan SX, Yan B, Lei C, Yang F, Li N, Xiao XM, Fu JM (2014) Distribution of heavy metal pollution in sediments from an acid leaching site of e-waste. Sci Total Environ 499:349–355.  https://doi.org/10.1016/j.scitotenv.2014.08.084 CrossRefGoogle Scholar
  43. Ramesh Babu B, Parande AK, Ahmed Basha C (2007) Electrical and electronic waste: a global environmental problem. Waste manag res: j Int Solid Wastes Public Cleansing Assoc, ISWA 25:307–318.  https://doi.org/10.1177/0734242x07076941 CrossRefGoogle Scholar
  44. Robinson BH (2009) E-waste: an assessment of global production and environmental impacts. Sci Total Environ 408:183–191.  https://doi.org/10.1016/j.scitotenv.2009.09.044 CrossRefGoogle Scholar
  45. Sepúlveda A, Schluep M, Renaud FG, Streicher M, Kuehr R, Hagelueken C, Gerecke AC (2010) A review of the environmental fate and effects of hazardous substances released from electrical and electronic equipments during recycling: examples from China and India. Environ Impact Assess Rev 30:28–41.  https://doi.org/10.1016/j.eiar.2009.04.001 CrossRefGoogle Scholar
  46. Singh N, Li J, Zeng X (2016) Global responses for recycling waste CRTs in e-waste. Waste Manag (New York, NY) 57:187–197.  https://doi.org/10.1016/j.wasman.2016.03.013 CrossRefGoogle Scholar
  47. Song Q, Li J (2014) Environmental effects of heavy metals derived from the e-waste recycling activities in China: a systematic review. Waste Manag (New York, NY) 34:2587–2594.  https://doi.org/10.1016/j.wasman.2014.08.012 CrossRefGoogle Scholar
  48. Song Q, Li J (2015) A review on human health consequences of metals exposure to e-waste in China. Environ Pollut (Barking, Essex: 1987) 196:450–461.  https://doi.org/10.1016/j.envpol.2014.11.004 CrossRefGoogle Scholar
  49. Sullivan TS, McBride MB, Thies JE (2013) Soil bacterial and archaeal community composition reflects high spatial heterogeneity of pH, bioavailable Zn, and Cu in a metalliferous peat soil. Soil Biol Biochem 66:102–109.  https://doi.org/10.1016/j.soilbio.2013.06.021 CrossRefGoogle Scholar
  50. Tsydenova O, Bengtsson M (2011) Chemical hazards associated with treatment of waste electrical and electronic equipment. Waste Manag 31:45–58.  https://doi.org/10.1016/j.wasman.2010.08.014 CrossRefGoogle Scholar
  51. Wang J et al (2012) Inhalation cancer risk associated with exposure to complex polycyclic aromatic hydrocarbon mixtures in an electronic waste and urban area in South China. Environ Sci Technol 46:9745–9752.  https://doi.org/10.1021/es302272a CrossRefGoogle Scholar
  52. Wang F, Huisman J, Stevels A, Balde CP (2013) Enhancing e-waste estimates: improving data quality by multivariate input-output analysis. Waste Manag (New York, NY) 33:2397–2407.  https://doi.org/10.1016/j.wasman.2013.07.005 CrossRefGoogle Scholar
  53. Wang S, Wang Y, Lei W, Sun Y, Wang Y, Luo C, Zhang G (2015) Simultaneous enhanced removal of Cu, PCBs, and PBDEs by corn from e-waste-contaminated soil using the biodegradable chelant EDDS. Environ Sci Pollut Res 22:18203–18210.  https://doi.org/10.1007/s11356-015-5045-y CrossRefGoogle Scholar
  54. Widmer R, Oswald-Krapf H, Sinha-Khetriwal D, Schnellmann M, Boni H (2005) Global perspectives on e-waste. Environ Impact Assess Rev 25:436–458.  https://doi.org/10.1016/j.eiar.2005.04.001 CrossRefGoogle Scholar
  55. Wong MH et al (2007) Export of toxic chemicals - a review of the case of uncontrolled electronic-waste recycling. Environ Pollut 149:131–140.  https://doi.org/10.1016/j.envpol.2007.01.044 CrossRefGoogle Scholar
  56. Xie P (2015) Study of international anticancer research trends via co-word and document co-citation visualization analysis. Scientometrics 105:611–622.  https://doi.org/10.1007/s11192-015-1689-0 CrossRefGoogle Scholar
  57. Xie X, Qian Y, Wu Y, Yin J, Zhai J (2013) Effects of decabromodiphenyl ether (BDE-209) on the avoidance response, survival, growth and reproduction of earthworms (Eisenia fetida). Ecotoxicol Environ Saf 90:21–27.  https://doi.org/10.1016/j.ecoenv.2012.12.009 CrossRefGoogle Scholar
  58. Yang L, Chen Z, Liu T, Gong Z, Yu Y, Wang J (2013) Global trends of solid waste research from 1997 to 2011 by using bibliometric analysis. Scientometrics 96:133–146.  https://doi.org/10.1007/s11192-012-0911-6 CrossRefGoogle Scholar
  59. Ye J, Ding H, Ren J, Xia Z (2018) The publication trend of neuropathic pain in the world and China: a 20-years bibliometric analysis. J Headache Pain 19:110.  https://doi.org/10.1186/s10194-018-0941-4 CrossRefGoogle Scholar
  60. Yu XZ, Gao Y, Wu SC, Zhang HB, Cheung KC, Wong MH (2006) Distribution of polycyclic aromatic hydrocarbons in soils at Guiyu area of China, affected by recycling of electronic waste using primitive technologies. Chemosphere 65:1500–1509.  https://doi.org/10.1016/j.chemosphere.2006.04.006 CrossRefGoogle Scholar
  61. Zeng X, Gong R, Chen WQ, Li J (2016) Uncovering the recycling potential of “new” WEEE in China. Environ Sci Technol 50:1347–1358.  https://doi.org/10.1021/acs.est.5b05446 CrossRefGoogle Scholar
  62. Zhang K, Schnoor JL, Zeng EY (2012) E-waste recycling: where does it go from here? Environ Sci Technol 46:10861–10867.  https://doi.org/10.1021/es303166s CrossRefGoogle Scholar
  63. Zhang M, Gao M, Yue S, Zheng T, Gao Z, Ma X, Wang Q (2018) Global trends and future prospects of food waste research: a bibliometric analysis. Environ Sci Pollut Res 25:24600–24610.  https://doi.org/10.1007/s11356-018-2598-6 CrossRefGoogle Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  1. 1.Evidence-Based Medicine Center, School of Basic Medical SciencesLanzhou UniversityLanzhou CityChina
  2. 2.Key Laboratory of Evidence-Based Medicine and Knowledge Translation of Gansu ProvinceLanzhouChina
  3. 3.School of Public HealthLanzhou UniversityLanzhouChina
  4. 4.Evidence-Based Nursery Center, School of NursingLanzhou UniversityLanzhouChina
  5. 5.Department of NursingRehabilitation Center Hospital of Gansu ProvinceLanzhouChina
  6. 6.Lanzhou University Second HospitalLanzhouChina
  7. 7.Department of Clinical Chinese Pharmacy, School of Chinese Materia MedicaBeijing University of Chinese MedicineBeijingChina

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