The Risk Factors of Child Lead Poisoning in China: A Meta-Analysis
Abstract
:1. Introduction
2. Methods
2.1. Literature Selection
2.2. Data Extraction
2.3. Quality Assessment
2.4. Statistical Analysis
3. Results
3.1. Identification of Selected Studies
3.2. Study Characteristics
3.3. Assessment of Heterogeneity
3.4. Risk Factors
3.5. Publication Bias
4. Discussion
4.1. Home Painting and Peeling Walls
4.2. Living Near Main Roads
4.3. Passive Smoking
4.4. Often Eating Foods Containing Lead
4.5. Potential for Parents’ Occupational Exposure to Lead
4.6. Mother’s or Father’s Educational Levels
4.7. Sex
4.8. Industry Around the Home
4.9. Hand-to-Mouth Activity, Often Not Washing Hands at Key Times
4.10. Picky Eating, Daily Intake of Calcium Iron Zinc Supplements
4.11. Living on the Ground Floor of a Building
4.12. Coal Burning
5. Conclusions
Supplementary Materials
Acknowledgments
Author Contributions
Conflicts of Interest
References
- Warren, C. Brush with Death: A Social History of Lead Poisoning; Johns Hopkins University Press: Baltimore, MD, USA, 2000. [Google Scholar]
- Witt, K.; Granert, O.; Daniels, C.; Volkmann, J.; Falk, D.; Van, E. T.; Deuschl, G. Relation of lead trajectory and electrode position to neuropsychological outcomes of subthalamic neurostimulation in Parkinson’s disease: Results from a randomized trial. Brain 2013, 136, 2109–2119. [Google Scholar] [CrossRef] [PubMed]
- Cecil, K.M.; Brubaker, C.J.; Adler, C.M.; Dietrich, K.N.; Altaye, M.; Egelhoff, J.C.; Wessel, S.; Elangovan, I.; Hornung, R.; Jarvis, K.; Lanphear, B.P. Decreased brain volume in adults with childhood lead exposure. PLoS. Med. 2008, 5, 741–750. [Google Scholar] [CrossRef] [PubMed]
- Xie, X.; Ding, G.D.; Cui, C.; Chen, L.M.; Gao, Y.; Zhou, Y.J.; Shi, R.; Tian, Y. The effects of low-level prenatal lead exposure on birth outcomes. Environ. Pollut. 2013, 175, 30–34. [Google Scholar] [CrossRef] [PubMed]
- Tong, S.; von Schirnding, Y.E.; Prapamontol, T. Environmental lead exposure: A public health problem of global dimensions. Bull. World Health Organ. 2000, 78, 1068–1077. [Google Scholar] [PubMed]
- Hernberg, S. Lead poisoning in a historical perspective. Am. J. Ind. Med. 2000, 38, 244–254. [Google Scholar] [CrossRef]
- Etchevers, A.; Glorennec, P.; le Strat, Y.; Lecoffre, C.; Bretin, P.; le Tertre, A. Screening for elevated blood lead levels in children: Assessment of criteria and a proposal for new ones in France. Int. J. Environ. Res. Public Health 2015, 12, 15366–15378. [Google Scholar] [CrossRef] [PubMed]
- Lanphear, B.P.; Hornung, R.; Khoury, J.; Yolton, K.; Baghurst, P.; Bellinger, D.C.; Canfield, R.L.; Dietrich, K.N.; Bornschein, R.; Greene, T.; et al. Low-level environmental lead exposure and children’s intellectual function: An international pooled analysis. Environ. Health Perspect. 2005, 113, 894–899. [Google Scholar] [CrossRef] [PubMed]
- Stromberg, U.; Lundh, T.; Skerfving, S. Yearly measurements of blood lead in Swedish children since 1978: The declining trend continues in the petrol-lead-free period 1995–2007. Environ. Res. 2008, 107, 332–335. [Google Scholar] [CrossRef] [PubMed]
- Hruba, F.; Stromberg, U.; Cerna, M.; Chen, C.; Harari, F.; Harari, R.; Horvat, M.; Koppova, K.; Kos, A.; Krskova, A.; et al. Blood, cadmium, mercury, and lead in children: An international comparison of cities in six European countries, and China, Ecuador, and Morocco. Environ. Int. 2012, 41, 29–34. [Google Scholar] [CrossRef] [PubMed]
- Huo, X.; Peng, L.; Xu, X.J.; Zheng, L.K.; Qiu, B.; Qi, Z.L.; Zhang, B.; Han, D.; Piao, Z.X. Elevated blood lead levels of children in Guiyu, an electronic waste recycling town in China. Environ. Health Perspect. 2007, 115, 1113–1117. [Google Scholar] [CrossRef] [PubMed]
- Li, T.; Dai, Y.H.; Xie, X.H.; Tan, Z.W.; Zhang, S.M.; Zhu, Z.H. Surveillance of childhood blood lead levels in 11 cities of China. World J. Pediatr. 2014, 10, 29–37. [Google Scholar] [CrossRef] [PubMed]
- Cao, J.; Li, M.M.; Wang, Y.; Yu, G.J.; Yan, C.H. Environmental lead exposure among preschool children in Shanghai, China: Blood lead levels and risk factors. PLoS ONE 2014, 9, e113297. [Google Scholar] [CrossRef] [PubMed]
- Stang, A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur. J. Epidemiol. 2010, 25, 603–605. [Google Scholar] [CrossRef] [PubMed]
- Higgins, J.P.; Thompson, S.G. Quantifying heterogeneity in a meta-analysis. Stat. Med. 2002, 21, 1539–1558. [Google Scholar] [CrossRef] [PubMed]
- Egger, M.; Davey, S.G.; Schneider, M.; Minder, C. Bias in meta-analysis detected by a simple, graphical test. BMJ 1997, 315, 629–634. [Google Scholar] [CrossRef] [PubMed]
- Sutton, A.J.; Duval, S.J.; Tweedie, R.L.; Abrams, K.R.; Jones, D.R. Empirical assessment of effect of publication bias on meta-analyses. BMJ 2000, 320, 1574–1577. [Google Scholar] [CrossRef] [PubMed]
- Ye, Q. Investigation and analysis of 1000 children’s blood lead level. J. Huaihai Med. 2001, 19, 485. (In Chinese) [Google Scholar]
- Chen, X.X.; Teng, H.H.; Wang, F.Z.; He, J.P.; Zhou, S.Z.; Jian, Y.J.; Xiao, X.; Liu, G. Blood lead level and related risk factors among children aged 0–6 years in Beijing. Zhonghua Liu Xing Bing Xue Za Zhi 2003, 24, 868–871. (In Chinese) [Google Scholar] [PubMed]
- Ouyang, X.Z. Investigation of children’s lead poisoning in Shaoyang City. Pract. Prev. Med. 2003, 10, 760–761. (In Chinese) [Google Scholar]
- Zhang, Q.R.; Chen, L.N.; Zeng, M.M.; Lin, L.Z.; Xu, S.F.; Hong, G.Z.; Su, B. Lead exposure and high-risk factors in children. Matern. Child Health Care China 2004, 19, 34–36. (In Chinese) [Google Scholar]
- Sun, L.; Zhao, Z.Y.; Li, L.; Cheng, H.Y. Preschool children’s lead levels in rural communities of Zhejiang province, China. Int. J. Hyg. Environ. Health 2004, 207, 437–440. [Google Scholar]
- Zhang, H.Z. Blood Lead Level and Influential Factors among Children Aged 0–5 Years in Zhuhai. Master’s Thesis, Huazhong University of Science and Technology, Wuhan, China, 1 May 2004. [Google Scholar]
- Ma, X.P.; Guo, J.Y. Investigation on 3–6 years old children’s blood lead in Pingdingshan city in Hennan province and analysis on the risk factor of lead poisoning. Stud. Tr. Elem. Health. 2005, 22, 35–36. (In Chinese) [Google Scholar]
- Yi, Y. Analysis of 130 children’s blood lead level in Shiyan City. Matern. Child Health Care China 2005, 20, 1386–1387. (In Chinese) [Google Scholar]
- Tian, H.; Qi, K.M. Analysis of risk factors for lead poisoning in children. J. Appl. Clin. Pediatr. 2006, 21, 1221–1222. (In Chinese) [Google Scholar]
- Xiao, X.Z. Investigation on blood lead level of 202 children aged 0~3 and its effecting factor. Guangdong Trace Elem. Sci. 2006, 13, 42–45. (In Chinese) [Google Scholar]
- Huang, A.F. Analysis of blood lead level and related factors of 849 children. Zhejiang Prev. Med. 2006, 18, 39–42. (In Chinese) [Google Scholar]
- He, B.; Xiong, C.D. The preliminary analysis of relations between lead poisoning and the family environment of children aged 0~6 years in the urban area of Changsha City. Pract. Prev. Med. 2006, 13, 1254–1256. (In Chinese) [Google Scholar]
- Fu, S.L.; Zhu, M.; Zhuang, Z.M. Investigation on blood lead levels of children in Hefei. Anhui J. Prev. Med. 2006, 12, 294–296. (In Chinese) [Google Scholar]
- Feng, X.X.; Yu, D.Y.; Cui, X.L. Investigation on blood lead level and its affected factors from Liuzhou school students aged 6~19 years old. J. Youjiang Med. Coll. Natl. 2006, 6, 935–937. (In Chinese) [Google Scholar]
- Yang, S. The investigation on blood lead level of children in Dalian and analysis of influential factors. Dalian Med. Univ. 2015, 2, 159. [Google Scholar]
- Xu, J.Z. Analysis of level of blood lead in children of Haikou City and relevant factors. China Trop. Med. 2007, 7, 1246–1247. (In Chinese) [Google Scholar]
- Zhang, S.W. Survey of blood lead level in 3–7-year-old children in Jining City and influential factors. China Trop. Med. 2007, 7, 280–281. (In Chinese) [Google Scholar]
- Liu, H.Y. Study on Blood Lead Level and Influencing Factors of Preschool Children in Wuhan. Master’s Thesis, Huazhong University of Science and Technology, Wuhan, China, 10 May 2007. [Google Scholar]
- Liu, X.H.; Chen, P.P.; Li, N.; Li, W.J. Detection of blood lead level of preschool children in urban areas of Xinxiang city and analysis of its related factor. J. Zhengzhou Univ. (Med. Sci.) 2008, 43, 796–798. (In Chinese) [Google Scholar]
- Gou, A.L. Study of the influence factors about lead poisoning in 158 children. Matern. Child Health Care China 2010, 25, 1059–1060. (In Chinese) [Google Scholar]
- Wang, S.Q. Analysis of children’s lead poisoning and living environment factors. J. Jianghan Univ. (Nat. Sci.) 2010, 38, 81–82. (In Chinese) [Google Scholar]
- Shan, J.; Zhang, Y.M.; Zhu, J.X.; Zhang, J.; Zhang, H.; Lu, X.L. Survey on blood lead level among children aged 0~14 in Weifang City, 2010. Prev. Med. Trib. 2011, 17, 791–792. (In Chinese) [Google Scholar]
- Peng, M.L.; Su, P.Y.; Ding, J.L.; Xu, X.R. Blood lead levels and the related risk factors among children between 2008 and 2009 in Hefei city. Chin. J. Child Health Care 2011, 19, 740–742. (In Chinese) [Google Scholar]
- Tan, Z.W.; Xie, X.H.; Zhang, S.M.; Fan, Z.Y.; Jia, N. Blood lead status and influencing factors among preschool children in urban areas of China. Chin. J. Pediatr. 2011, 49, 294–300. (In Chinese) [Google Scholar]
- Chang, G.P. Analysis of blood lead levels of preschool children in Jingzhou city. J. Yangtze Univ. (Nat. Sci. Ed.) 2011, 8, 199–200. (In Chinese) [Google Scholar]
- Ma, X.L.; Chen, X.Z.; He, L.; Zhu, Y.; Yue, L.; Yue, X.; Chao, L.L. Level and risk factors of blood level in children of Lanzhou. Chin. J. Healthy Birth Child Care 2012, 18, 359–361. (In Chinese) [Google Scholar]
- Liu, J.H.; Ai, Y.X.; McCauley, L.; Pinto-Martin, J.; Yan, C.H.; Shen, X.M.; Needleman, H. Blood lead levels and associated sociodemographic factors among preschool children in the South Eastern region of China. Paediatr. Perinat. Epidemiol. 2012, 26, 61–69. [Google Scholar] [CrossRef] [PubMed]
- Long, Y.Y.; Gong, Z.F. Investigation of blood lead levels of 5851 children aged 0–12 years in Changde City. J. Chin. Physician 2013, 15, 717–718. (In Chinese) [Google Scholar]
- Gao, X.F. Study on blood lead level and its influence factors of 301 children aged 3~6 years in Tangshan City. Matern. Child Health Care China 2013, 28, 5635–5636. (In Chinese) [Google Scholar]
- Gao, Z.Y. The Related Reasons of Childhood Lead Poisoning and Its Health Education. Master’s Thesis, Suzhou University, Suzhou, China, 12 May 2014. [Google Scholar]
- Sun, S.L. The influence factors analysis of 101 children of lead poisoning in Shahekoudistrict of Dalian city. Chin. Med. J. Metall. Indus. 2014, 31, 195. (In Chinese) [Google Scholar]
- Guo, P.; Xu, X.J.; Huang, B.L.; Sun, D.; Zhang, J.; Chen, X.J.; Zhang, Q.; Huo, X.; Hao, Y.T. Blood lead levels and associated factors among children in Guiyu of China: A population-based study. PLoS ONE 2014, 9, e105470. [Google Scholar] [CrossRef] [PubMed]
- Chen, Z.; Qin, L.Z.; Xiong, C.; Zhang, Y.Q.; Qiu, L.; Du, Y.K. Risk factor analysis of children lead poisoning food. Chin. J. Child Health Care 2015, 23, 660–663. [Google Scholar]
- Jin, N. Detection and analysis of 1000 children’s blood lead levels in Shanxi Province. Chin. J. Mod. Drug Appl. 2015, 9, 275–276. (In Chinese) [Google Scholar]
- Wang, L.; Li, Z.; Huang, S.X.; DU, C.; Wang, H.; He, L.P.; Bi, Y.Y.; Shi, Y.; Wang, C.H. A systematic assessment of blood lead level in children and associated risk factors in China. Biomed. Environ. Sci. 2015, 28, 616–619. [Google Scholar] [PubMed]
- Luo, W.J.; Ruan, D.Y.; Yan, C.H.; Yin, S.T.; Chen, J.Y. Effects of chronic lead exposure on functions of nervous system in Chinese children and developmental rats. Neuro. Toxicol. 2012, 33, 862–871. [Google Scholar]
- Karner, A.A.; Eisinger, D.S.; Niemeier, D.A. Near-roadway air quality: Synthesizing the findings from real-world data. Environ. Sci. Technol. 2010, 44, 5334–5344. [Google Scholar] [CrossRef] [PubMed]
- Barzyk, T.M.; George, B.J.; Vette, A.F.; Williams, R.W.; Croghan, C.W.; Stevens, C.D. Development of a distance-to-roadway proximity metric to compare near-road pollutant levels to a central site monitor. Atmos. Environ. 2009, 43, 787–797. [Google Scholar] [CrossRef]
- Jankowski, K.; Ciepiela, A.G.; Jankowska, J.; Szulc, W.; Kolczarek, R.; Sosnowski, J.; Wiśniewska-Kadżajan, B.; Malinowska, E.; Radzka, E.; Czeluściński, W.; Deska, J. Content of lead and cadmium in aboveground plant organs of grasses growing on the areas adjacent to a route of big traffic. Environ. Sci. Pollut. Res. 2015, 22, 978–987. [Google Scholar] [CrossRef] [PubMed]
- Lin, Y.; Fang, F.; Wang, F.; Xu, M. Pollution distribution and health risk assessment of heavy metals in indoor dust in Anhui rural, China. Environ. Monit. Assess. 2015, 187, 565. [Google Scholar] [CrossRef] [PubMed]
- Jung, D.Y.; Leem, J.H.; Kim, H.C.; Kim, J.H.; Hwang, S.S.; Lee, J.Y.; Kim, B.J.; Hong, Y.C.; Hong, S.J.; Kwon, H.J. Effect of traffic-related air pollution on allergic disease: Results of the children’s health and environmental research. Allergy Asthma Immunol. Res. 2015, 7, 359–366. [Google Scholar] [CrossRef] [PubMed]
- Ma, X.H.; Xu, Z.H. Smokers has exceeded 350 million and disease burden exceeds more than 200 billion yuan in China. Med. Soc. 2015, 28, 22. (In Chinese) [Google Scholar]
- Hsia, J.; Yang, G.H.; Li, Q.; Xiao, L.; Yang, Y.; Wu, Y.W.; Asma, S. Methodology of the global adult tobacco survey in China, 2010. Biomed. Environ. Sci. 2010, 23, 445–450. [Google Scholar] [CrossRef]
- Liu, Y.; Chen, L. New medical data and leadership on tobacco control in China. Lancet 2011, 377, 1218–1220. [Google Scholar] [CrossRef]
- Friedman, L.S.; Lukyanova, O.M.; Kundiev, Y.I.; Shkiryak-Nizhnyk, Z.A.; Chislovska, N.V.; Mucha, A.; Zvinchuk, A.V.; Oliynyk, I.; Hryhorczuk, D. Predictors of elevated blood lead levels among 3-year old Ukrainian children: A nested case-control study. Environ. Res. 2005, 99, 235–242. [Google Scholar] [CrossRef] [PubMed]
- Cheraghi, M.; Salvi, S. Environmental tobacco smoke (ETS) and respiratory health in children. Eur. J. Pediatr. 2009, 168, 897–905. [Google Scholar] [CrossRef] [PubMed]
- Tsai, C.H.; Huang, J.H.; Hwang, B.F.; Lee, Y.L. Household environmental tobacco smoke and risks of asthma, wheeze and bronchitic symptoms among children in Taiwan. Respir. Res. 2010, 11, 11. [Google Scholar] [CrossRef] [PubMed]
- Fernald, L.C.; Weber, A.; Galasso, E.; Ratsifandrihamanana, L. Socioeconomic gradients and child development in a very low income population: Evidence from Madagascar. Dev. Sci. 2011, 14, 832–847. [Google Scholar] [CrossRef] [PubMed]
- Khuwaja, A.K.; Khawaja, S.; Motwani, K.; Khoja, A.A.; Azam, I.S.; Fatmi, Z.; Ali, B.S.; Kadir, M.M. Preventable lifestyle risk factors for non-communicable diseases in the Pakistan adolescent schools study 1 (PASS-1). J. Prev. Med. Public Health 2011, 44, 210–217. [Google Scholar] [CrossRef] [PubMed]
- Curtis, V.; Cairncross, S. Effect of washing hands with soap on diarrhoea risk in the community: A systematic review. Lancet Infect. Dis. 2003, 3, 275–281. [Google Scholar] [CrossRef]
- Rabie, T.; Curtis, V. Hand washing and risk of respiratory infections: A quantitative systematic review. Trop. Med. Int. Health 2006, 11, 258–267. [Google Scholar] [CrossRef] [PubMed]
- Aiello, A.E.; Coulborn, R.M.; Perez, V.; Larson, E.L. Effect of hand hygiene on infectious disease risk in the community setting: A meta-analysis. Am. J. Public Health 2008, 98, 1372–1381. [Google Scholar] [CrossRef] [PubMed]
- Goncalves, J.A.; Moreira, E.A.; Trindade, E.B.; Fiates, G.M. Eating disorders in childhood and adolescence. Rev. Paul.Pediatr. 2013, 31, 96–103. [Google Scholar]
- Li, Y.; Shi, A.; Wan, Y.; Hotta, M.; Ushijima, H. Child behavior problems: prevalence and correlates in rural minority areas of China. Pediatr. Int. 2001, 43, 651–661. [Google Scholar] [CrossRef] [PubMed]
- Steyn, N.P.; Nel, J.H.; Nantel, G.; Kennedy, G.; Labadarios, D. Food variety and dietary diversity scores in children: Are they good indicators of dietary adequacy? Public Health Nutr. 2006, 9, 644–650. [Google Scholar] [CrossRef] [PubMed]
- Manser, W.W. Lead: A review of the recent literature. J. Pak. Med. Assoc. 1989, 39, 296–302. [Google Scholar] [PubMed]
- Lacasana, M.; Romieu, I.; Sanin, L.H.; Palazuelos, E.; Hernandez-Avila, M. Blood lead levels and calcium intake in Mexico City children under five years of age. Int. J. Environ. Health Res. 2000, 10, 331–340. [Google Scholar] [CrossRef] [PubMed]
- Zhang, M.Q.; Zhu, Y.C.; Deng, R.W. Evaluation of mercury emissions to the atmosphere from coal combustion, China. Ambio 2002, 31, 482–484. [Google Scholar] [CrossRef] [PubMed]
- Karr, C.J. Adding fuel to the fire: Increasing evidence for developmental toxicity of indoor solid fuel combustion. Arch. Pediatr. Adolesc. Med. 2011, 165, 565–566. [Google Scholar] [CrossRef] [PubMed]
- Guo, R.X.; Yang, J.L.; Liu, D.Y.; Liu, Z.Y. Transformation behavior of trace elements during coal pyrolysis. Fuel Process. Technol. 2002, 77–78, 137–143. [Google Scholar] [CrossRef]
- Wang, D.; He, L.; Wei, S.; Feng, X. Estimation of mercury emission from different sources to atmosphere in Chongqing, China. Sci. Total Environ. 2006, 366, 722–728. [Google Scholar] [CrossRef] [PubMed]
- Zhang, J.; Han, C.L.; Xu, Y.Q. The release of the hazardous elements from coal in the initial stage of combustion process. Fuel Process. Technol. 2003, 84, 121–133. [Google Scholar] [CrossRef]
No. | Year of Publication | First Author | Journal | Total Lead-Poisoning Cases (n) | Total Controls (n) | Research Site |
---|---|---|---|---|---|---|
1 | 2001 | Qi Ye | Journal of Huaihai Medicine | 9 | 91 | Lianyungang |
2 | 2003 | Xizheng Ouyang | Practical Preventive Medicine | 301 | 823 | Shaoyang |
3 | 2003 | Xinxin Chen | Zhonghua Liu Xing Bing Xue Za Zhi | 807 | 1455 | Beijing |
4 | 2004 | Qingrong Zhang | Maternal and Child Health Care of China | 600 | 412 | Guangzhou |
5 | 2004 | Sun Li | Int. J. Hyg. Environ. Health | 63 | 154 | Zhejiang |
6 | 2004 | Hongzhong Zhang | Huazhong University of Science and Technology | 418 | 120 | Zhuhai |
7 | 2005 | Xiping Ma | Studiesof Trace Elements and Health | 316 | 702 | Pingdingshan |
8 | 2005 | Yan Yi | Maternal and Child Health Care of China | 69 | 61 | Shiyan |
9 | 2006 | Xiaozhen Xiao | Guangdong Trace Elements Science | 41 | 161 | Huizhou |
10 | 2006 | Hong Tian | J. Appl. Clin. Pediatr. | 459 | 596 | Beijing |
11 | 2006 | Aifang Huang | Zhejiang Prev. Med. | 320 | 529 | Yuhuan |
12 | 2006 | Bin He | Practical Preventive Medicine | 87 | 1085 | Changsha |
13 | 2006 | Shuang Yang | Dalian Medical University | 30 | 143 | Dalian |
14 | 2006 | Sulin Fu | Anhui J. Prev. Med. | 92 | 919 | Hefei |
15 | 2006 | Xianxiang Feng | Journal of Youjiang Medical College For Nationalities | 764 | 1187 | Liuzhou |
16 | 2007 | Jiazheng Xu | China Tropical Medicine | 274 | 1997 | Haikou |
17 | 2007 | Shuwei Zhang | China Tropical Medicine | 523 | 1193 | Jining |
18 | 2007 | Huiyan Liu | Huazhong University of Science and Technology | 83 | 1518 | Wuhan |
19 | 2008 | Xiaohua Liu | Journal of Zhengzhou University(Medical Sciences) | 120 | 27 | Xinxiang |
20 | 2010 | Shiqiong Wang | Journal of Jianghan University (Natural Sciences) | 96 | 197 | Wuhan |
21 | 2010 | Ailan Gou | Maternal and Child Health Care of China | 158 | 158 | Nanping |
22 | 2011 | Guiping Chang | Journal of Yangtze University (Natural Science Edition) | 42 | 415 | Jingzhou |
23 | 2011 | Jie Shan | Prev. Med. Trib. | 233 | 3990 | Weifang |
24 | 2011 | Meilin Peng | Chinese Journal of Child Health Care | 51 | 3343 | Hefei |
25 | 2011 | Zangwen Tan | Chin. J. Pediatr. | 5295 | 64,673 | China |
26 | 2012 | Xiulan Ma | Chinese Journal of Healthy Birth & Child Care | 153 | 1357 | Lanzhou |
27 | 2012 | Jianghong Liu | Paediatr Perinat Epidemiol | 105 | 1239 | Jintan |
28 | 2013 | Yinyun Long | Journal of Chinese Physician | 239 | 5612 | Changde |
29 | 2013 | Xiaofeng Gao | Maternal and Child Health Care of China | 38 | 263 | Tangshan |
30 | 2014 | Shengliang Sun | Chin. Med. J. Metall. Indus. | 101 | 101 | Dalian |
31 | 2014 | Pi Guo | PloS ONE | 165 | 658 | Shantou |
32 | 2014 | Zhenyan Gao | Suzhou University | 179 | 1849 | Taizhou |
33 | 2015 | Zhong Chen | Chinese Journal of Child Health Care | 592 | 7590 | Wuhan |
34 | 2015 | Ning Jin | Chinese Journal of Modern Drug Application | 764 | 236 | Shanxi |
Risk Factors | Paper Number | χ2 | p | I2 (%) | Meta Analytical Model |
---|---|---|---|---|---|
Home painting | 13 | 100.75 | <0.00001 | 88 | random |
Living near main roads | 12 | 77.72 | <0.00001 | 86 | random |
Passive smoking | 12 | 103.17 | <0.00001 | 89 | random |
Often eating foods containing lead | 22 | 581.00 | <0.00001 | 96 | random |
Frequent consumption of dairy products | 6 | 14.67 | 0.01 | 66 | random |
Daily intake of calcium, iron, and/or zinc supplements | 4 | 5.23 | 0.16 | 43 | fixed |
Potential for father’s occupational exposure to lead | 16 | 97.60 | <0.0001 | 85 | random |
Potential for mother’s occupational exposure to lead | 8 | 34.52 | <0.0001 | 80 | random |
Mother’s educational level | 11 | 12.95 | 0.23 | 23 | fixed |
Father’s educational level | 7 | 10.21 | 0.12 | 41 | fixed |
Sex | 21 | 42.70 | 0.002 | 53 | random |
Industry around the home | 7 | 32.10 | <0.0001 | 81 | random |
Hand-to-mouth activity | 14 | 83.04 | <0.00001 | 84 | random |
Often not washing hands at key times | 10 | 15.91 | 0.07 | 43 | fixed |
Picky eating | 7 | 7.52 | 0.28 | 20 | fixed |
Living on the ground floor | 9 | 114.04 | <0.00001 | 93 | random |
Coal burning | 6 | 15.68 | 0.008 | 68 | random |
Peeling walls | 3 | 3.79 | 0.15 | 47 | fixed |
Risk Factors | Number of Papers | Total Lead-Poisoning Cases (n) | Total Control Cases (n) | OR (95% CI ) | Z | p |
---|---|---|---|---|---|---|
Home painting | 13 | 2337 | 9963 | 0.12 (0.05, 0.19) | 3.24 | 0.001 |
Living near main roads | 12 | 2449 | 13,358 | 2.22 (1.53, 3.22) | 4.22 | <0.0001 |
Passive smoking | 12 | 2209 | 7476 | 2.10 (1.38, 3.20) | 3.46 | 0.0005 |
Often eating foods containing lead | 22 | 10,320 | 90,875 | 2.99 (1.95, 4.59) | 5.03 | <0.00001 |
Frequent consumption of dairy products | 6 | 6512 | 72,047 | 0.84 (0.69, 1.01) | 1.88 | 0.06 |
Daily intake of calcium, iron, and/or zinc supplements | 4 | 6083 | 74,212 | 0.80 (0.74, 0.86) | 6.07 | <0.00001 |
Potential for father’s occupational exposure to lead | 16 | 2549 | 15,401 | 2.26 (1.62, 3.15) | 4.81 | <0.00001 |
Potential for mother’s occupational exposure to lead | 8 | 1359 | 13,566 | 1.53 (1.04, 2.26) | 2.15 | 0.03 |
Mother’s educational level | 11 | 7273 | 76,429 | 0.66 (0.63, 0.70) | 15.38 | <0.00001 |
Father’s educational level | 7 | 1538 | 9640 | 0.54 (0.46, 0.63) | 7.84 | <0.00001 |
Sex | 21 | 5263 | 23,536 | 1.39 (1.24, 1.55) | 5.66 | <0.00001 |
Industry around the home | 7 | 6203 | 70,253 | 1.67 (1.25, 2.22) | 3.51 | 0.0005 |
Hand-to-mouth activity | 14 | 7329 | 73,958 | 1.68 (1.29, 2.17) | 3.91 | <0.0001 |
Often not washing hands at key times | 10 | 6480 | 74,330 | 1.22 (1.16, 1.29) | 7.09 | <0.00001 |
Picky eating | 7 | 1601 | 4315 | 2.62 (2.15, 3.20) | 9.49 | <0.00001 |
Living on the ground floor | 9 | 7658 | 82,256 | 1.58 (1.14, 2.18) | 2.77 | 0.006 |
Coal burning | 6 | 1705 | 10,597 | 1.45 (1.04, 2.02) | 2.18 | 0.03 |
Peeling walls | 3 | 5655 | 67,729 | 1.17 (1.09, 1.25) | 4.55 | <0.00001 |
Risk Factors | Paper Number | Egger’s Test (p-Value) |
---|---|---|
Home painting | 13 | 0.199 |
Living near main roads | 12 | 0.215 |
Passive smoking | 12 | 0.109 |
Often eating foods containing lead | 22 | 0.777 |
Frequent consumption of dairy products | 6 | 0.755 |
Potential for father’s occupational exposure to lead | 16 | 0.142 |
Potential for mother’s occupational exposure to lead | 8 | 0.111 |
Mother’s educational level | 11 | 0.135 |
Father’s educational level | 7 | 0.335 |
Sex | 21 | 0.834 |
Industry around the home | 7 | 0.310 |
Hand-to-mouth activity | 14 | 0.143 |
Often not washing hands at key times | 10 | 0.152 |
Picky eating | 7 | 0.229 |
Living on the ground floor | 9 | 0.372 |
Coal burning | 6 | 0.260 |
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Li, Y.; Qin, J.; Wei, X.; Li, C.; Wang, J.; Jiang, M.; Liang, X.; Xia, T.; Zhang, Z. The Risk Factors of Child Lead Poisoning in China: A Meta-Analysis. Int. J. Environ. Res. Public Health 2016, 13, 296. https://doi.org/10.3390/ijerph13030296
Li Y, Qin J, Wei X, Li C, Wang J, Jiang M, Liang X, Xia T, Zhang Z. The Risk Factors of Child Lead Poisoning in China: A Meta-Analysis. International Journal of Environmental Research and Public Health. 2016; 13(3):296. https://doi.org/10.3390/ijerph13030296
Chicago/Turabian StyleLi, You, Jian Qin, Xiao Wei, Chunhong Li, Jian Wang, Meiyu Jiang, Xue Liang, Tianlong Xia, and Zhiyong Zhang. 2016. "The Risk Factors of Child Lead Poisoning in China: A Meta-Analysis" International Journal of Environmental Research and Public Health 13, no. 3: 296. https://doi.org/10.3390/ijerph13030296