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Journal of Global Health logoLink to Journal of Global Health
. 2020 Dec 6;10(2):020436. doi: 10.7189/jogh.10.020436

Hygiene practices among young adolescents aged 12-15 years in low- and middle-income countries: a population-based study

Liyuan Han 1,2,*, Xuping Gao 3,*, Minqi Liao 4, Xiaoxuan Yu 4, Ruijie Zhang 1,2, Shiwei Liu 5, Fangfang Zeng 4
PMCID: PMC7719273  PMID: 33312503

Abstract

Background

Poor personal hygiene increases disease risk, however, the prevalence of hygiene practices among adolescents is poorly described in low- and middle-income countries (LMICs). We aimed to assess the hygiene practices among young adolescents in LMICs using data from the Global School-based Student Health Surveys (GSHS).

Methods

This population-based study analysed the GSHS data for adolescents aged 12-15 years from 75 LMICs. Data were collected between 2003 and 2015 using standardised, anonymous, self-reported questionnaires. This report focuses on hygiene related behaviours such as tooth brushing, washing hands after using the toilet, washing hands before eating and washing hands with soap. The weighted prevalence and 95% confidential intervals (CIs) for the hygiene practices, and overall and regional estimates were calculated with random-effects meta-analysis.

Results

A total of 181 848 young adolescents from 75 LIMCs with available hygiene data were analysed. The overall prevalence for never washing hands were 7.4% (95% confidence interval (CI) = 4.4-10.3) for before eating, 5.9% (95% CI = 3.8-7.9) for after using the toilet, and 9.0% (95% CI = 6.2-11.8) for with soap. For tooth brushing, the overall prevalence estimates were 8.6% (95% CI = 5.5-11.7) for never brushing teeth, 80.9% (95% CI = 74.7-87.1) for 1-3 times per day, and 9.7% (95% CI = 5.8-13.6) for >3 times per day. However, the prevalence of different hygiene practices varied significantly among countries and regions (all P values <0.001). Poor hygiene status, with a prevalence >20%, was still observed in several LMICs (eg, 12 countries for never washing hands and 4 for never brushing teeth).

Conclusions

The hygiene practices of young adolescents aged 12-15 years were generally frequent, but poor status was still observed in several LMICs. These findings emphases the need for hygiene and health education targeting young adolescents in LMICs.


Non-fatal health problems with childhood onset profoundly affect long-term health trajectories, future health care needs, intellectual development and economic and productivity prospects [1]. In 2015, there were approximately 7.26 million deaths among children and adolescents globally, and high mortality mainly found in low- and middle-income countries (LMICs), especially in South Asia, Western sub-Saharan Africa, and Eastern sub-Saharan Africa [1]. Hygiene practices such as hand washing and tooth brushing in LMICs have received comparatively little attention, despite the fact that inadequate sanitation and poor personal hygiene conditions in these countries profoundly contribute to the spread and incidence of diseases (especially gastrointestinal and respiratory illnesses) [2-5]. Study by Allison et al [5] found that improvements in hand hygiene resulted in reductions in gastrointestinal illness of 31% (95% confidence intervals (CI) = 19%, 42%) and reductions in respiratory illness of 21% (95% CI = 5%, 34%).

As a cost-effective hygienic habit, hand hygiene is the primary measure to reduce childhood diarrhoea and respiratory infections, which are the leading causes of infection-related death among children and adolescents, with age-standardised mortality rates of 31.1 and 22.4 per 100 000 global population [1]. Person to person contact or by ingestion of contaminated food and water in an unhygienic environment are mostly transmitted pathways for these diseases [4,6]. Hand washing has been proven to reduce the risk of infections associated with childhood diarrhoea and respiratory diseases by 29%-31% and 16%-24%, respectively [2,3]. However, in many resource-poor countries, developing a habit of hand washing may require infrastructural, cultural and behavioural changes, which take time to develop, as well as substantial resources [7,8].

Oral hygiene is also a low-cost but effective hygiene practice that can decrease the incidence of oral diseases, such as periodontal disease and dental caries [9,10]. Tooth brushing with fluoride-containing toothpaste has been suggested as an effective way to prevent dental caries, and reduce caries risk by 24% in permanent teeth [11,12]. The Global Burden of Disease Study 2016 estimated that oral diseases affected half of the global population (3.58 billion people), and dental caries is the most common oral disease among children which affects 60%-90% of children worldwide [13]. With increasing urbanisation and changes in living conditions, the prevalence of oral diseases has increased notably in several high-income countries, whereas in LMICs, the persistence of the disease burden is likely to be due to inadequate exposure to fluoride and poor access to primary oral health care services [14].

Understanding the distribution of hygiene practices among adolescents in different LMICs is of utmost importance for health and other youth-centric services (eg,, education), evidence-based planning, priority setting and disease prevention and intervention efforts. This study aimed to assess the pattern of hand washing and tooth brushing among adolescents aged 12-15 years in LMICs using the latest data from the Global School-based Student Health Surveys (GSHS).

METHODS

Data sources

We used the most recent GSHS data (2003-2015) publicly available on the websites of the WHO (http://www.who.int/ncds/surveillance/gshs/en/) and the US Centers for Disease Control and Prevention (CDC) (https://www.cdc.gov/gshs/index.htm). Detailed methods and the main findings of the GSHS are described on both websites, as well as in previous studies [15,16]. The GSHS is designed to help countries measure and assess behavioural risk factors and protective factors among young people. The GSHS uses the same two-stage random cluster sampling of schools and classes to select eligible participants in all countries, which provides a sample representative of the young population in each country. For global comparisons, we used hygiene module data collected from young adolescents aged 12-15 years using self-administered and well-validated questionnaire. If a country had done more than one GSHS between 2003 and 2015, we used data from the most recent survey.

In each participating country, the GSHS survey has been approved by both a national government administration (most often the Ministry of Health or Education) and an institutional review board or ethics committee. Student participants indicate their consent to participate by voluntarily completing an anonymous survey form.

Outcomes

The outcomes in our study are frequencies of young adolescents’ hygiene practices of hand washing (after using the toilet, before eating and with soap) and tooth brushing.

The frequency of hand washing was assessed among young adolescents using the following three questions: ‘During the past 30 days, how often did you wash your hands before eating?’; ‘During the past 30 days, how often did you wash your hands after using the toilet or latrine?’; and ‘During the past 30 days, how often did you use soap when washing your hands?’. The possible answers were ‘never’, ‘rarely’, ‘sometimes’, ‘most of the time’, or ‘always’.

Tooth brushing frequency was assessed with the question: ‘During the past 30 days, how many times per day did you usually clean or brush your teeth?’. The possible answers were ‘I did not clean or brush my teeth during the past 30 days’, ‘Less than 1 time per day’, ‘1 time per day’, ‘2 times per day’, ‘3 times per day’, or ‘4 or more times per day’.

For the questions about washing hands before eating, after using the toilet or with soap, the responses ‘sometimes’, ‘most of the time’ and ‘always’ were coded as frequent hand washing; other responses (‘never’ or ‘rarely’) were coded as never washing hands. For tooth brushing, responses were coded as never brushing teeth (for ‘did not brush’ or ‘less than 1 time per day’), 1-3 times per day, and >3 times per day.

Statistical analysis

Estimates of the prevalence of different variables were based on individual data from each survey. To take account of the complex sampling design used for the GSHS, we calculated prevalence estimates and 95% confidence intervals (95% CIs) using the SURVEYMEANS procedure in SAS version 9.4 (SAS Institute, Cary, NC). Pooled regional and overall estimates with 95% CIs was calculated using meta-analysis with random-effects models by STATA version 11.0 (Stata Corporation, TX, USA). Heterogeneity was assessed using the I2 statistic. Subgroup analyses were stratified by sex, age (12-13 years vs 14-15 years) and body mass index (BMI; underweight, normal weight, overweight or obese). Age- and sex-specific BMI percentiles were calculated according to the US CDC guidelines using growth reference data from 2000 [17]. For classification of BMI categories, the cut-off values used were <5% for underweight, 5% to 85% for normal weight, 85% to 95% for overweight and >95% for obese. The differences between two prevalence estimates were compared using the χ2 test of heterogeneity. Survey-weighted logistic regression models were used to analyze the trends in prevalence over time with adjustments for age, sex. Statistical significance was set as a P-value <0.05 in a two-sided test.

The study was conducted according to STROBE checklists (www.strobe-statement.org/index.php?id=strobe-home) guidelines (Table S1 in the Online Supplementary Document).

RESULTS

Population characteristics

Until now, 94 countries had conducted at least one GSHS. Nineteen countries were not included in our analysis due to a lack of data from the hygiene practices module (Figure 1). GSHS data from 75 countries in the 6 WHO regions were included: 12 from Africa, 1 from Europe, 22 from America, 18 from the eastern Mediterranean, 5 from Southeast Asia, and 18 from the western Pacific, corresponding to a total of 181 848 young adolescents (Table 1). Almost all of the young adolescents surveyed responded to the hygiene practice questions regarding hand washing and tooth brushing, with an overall response rate of 98.7% (range: 95.5% to 99.9%). The median sample size for each survey was 1816.

Figure 1.

Figure 1

Flow of participants through the study.

Table 1.

Survey characteristics of the Global School-based Student Health Surveys, 2003-2015

Survey (year) n/N* Response rate (%)† Boys (%)
Africa Region
Algeria
2011
3436/3471
99.0
45.6
Botswana
2005
1369/1397
98.0
42.0
Ghana
2007
4200/4248
98.9
48.7
Kenya
2003
2863/2908
98.5
45.9
Mozambique
2015
636/650
97.8
49.4
Namibia
2013
1883/1928
97.7
41.4
Senegal
2005
2613/2654
98.5
54.5
Swaziland
2013
1297/1314
98.7
38.1
Tanzania
2014
2543/2570
98.9
44.2
Uganda
2003
1816/1890
96.1
46.9
Zambia
2004
1299/1334
97.4
43.2
Zimbabwe
2003
3867/3883
99.6
40.5
European Region:
Macedonia
2007
1528/1545
98.9
49.0
American Region:
Argentina
2012
21177/21363
99.1
46.3
Barbados
2011
1485/1500
99.0
46.3
Belize
2011
1561/1590
98.2
46.7
Bolivia
2012
2752/2786
98.8
48.9
Cayman
2007
1135/1144
99.2
48.5
Bahamas
2013
1265/1303
97.1
45.8
Costa Rica
2009
2235/2259
98.9
47.3
Curaçao
2015
1472/1487
99.0
46.6
Ecuador
2007
4438/4515
98.3
47.7
El Salvador
2013
1595/1607
99.3
52.0
Grenada
2008
1255/1298
96.7
42.6
Guatemala
2015
3483/3560
97.8
47.5
Guyana
2010
1949/1969
99.0
44.1
Honduras
2012
1455/1482
98.2
47.0
Peru
2010
2328/2357
98.8
48.1
Saint Kitts and Nevis
2011
1446/1470
98.4
43.2
Saint Lucia
2007
1058/1070
98.9
41.7
Saint Vincent and the Grenadines
2007
1154/1182
97.6
45.5
Trinidad and Tobago
2011
2289/2347
97.5
54.3
Uruguay
2012
2810/2857
98.4
47.0
Venezuela
2003
3919/3922
99.9
44.0
Eastern Mediterranean Region
Afghanistan
2014
1372/1412
97.2
36.2
Djibouti
2007
947/953
99.4
57.8
Egypt
2011
2241/2300
97.4
45.1
Iraq
2012
1488/1518
98.0
55.0
Jordan
2007
1598/1641
97.4
55.9
Kuwait
2015
1969/2014
97.8
44.8
Lebanon
2011
1945/1973
98.6
46.6
Libya
2007
1831/1862
98.3
41.8
Morocco
2010
2338/2385
98.0
49.6
Oman
2015
1611/1668
96.6
43.6
Pakistan
2011
4916/4975
98.8
74.7
Qatar
2011
1630/1707
95.5
43.9
Sudan
2012
1339/1378
97.2
35.6
Syrian Arab Republic
2010
2862/2901
98.7
40.0
Tunisia
2008
2502/2538
98.6
47.3
United Arab Emirates
2010
2268/2288
99.1
38.7
UNRWA
2010
9356/9395
99.6
44.9
Yemen
2008
852/874
97.5
57.9
Southeast Asia Region
Bangladesh
2014
2711/2748
98.7
38.2
India
2007
7215/7310
98.7
54.4
Indonesia
2015
8717/8788
99.2
46.1
Thailand
2015
4088/4120
99.2
46.6
Timor-Leste
2015
1599/1613
99.1
39.8
Western Pacific Region
Brunei Darussalam
2014
1809/1818
99.5
46.5
Cambodia
2013
1799/1812
99.3
43.5
China
2003
8328/8423
98.9
48.3
Cook
2015
361/364
99.2
47.5
Kiribati
2011
1321/1333
99.1
41.6
Laos
2015
1628/1639
99.3
41.5
Malaysia
2012
16189/16248
99.6
50.9
Mongolia
2013
3672/3699
99.3
47.3
Nauru
2011
349/352
99.1
42.6
Philippines
2015
6087/6155
98.9
43.4
Samoa
2011
2091/2169
96.4
38.7
Solomon
2011
901/919
98.0
48.6
Tokelau
2014
83/85
97.6
52.9
Tonga
2010
1892/1934
97.8
44.6
Tuvalu
2013
662/673
98.4
48.4
Vanuatu
2011
833/847
98.3
41.0
Vietnam
2013
1733/1740
99.6
46.4
Wallis and Futuna
2015
712/713
99.9
48.5
All:
Total - 181848/184265 98.7 46.9

*n refers to number of participants included in our analysis and N refers to the number of participants included in the GSHS.

†Response rate is for the first three health habit questions. Data are for participants aged 12-15 y.

Hand hygiene among young adolescents in LMICs

Overall prevalence was 7.4% (95% CI = 4.4-10.3) for never washing hands before eating, 5.9% (95% CI = 3.8-7.9) for never washing hands after using the toilet, and 9.0% (95% CI = 6.2-11.8) for never washing hands with soap (Figure 2; Table S2-4 in the Online Supplementary Document). The prevalence significantly varied among regions (all P-values for heterogeneity <0.001). For all types of hand washing behaviours, the European region (which included only one country, Macedonia) had the lowest prevalence of never washing hands, with prevalence of 2.1% for never washing hands both before eating and after using the toilet, and 3.8% for never washing hands with soap. The region with the highest prevalence of never washing hands before eating was America (10%, 95% CI = 8.3%-11.6%), and Africa had the highest prevalence of never washing hands after using the toilet (8.7%, 95% CI = 6.5%-10.9%) and never washing hands with soap (13.5%, 95% CI = 10.2%-16.8%). As shown in Figure 3, the countries with the highest and lowest prevalence of never washing hands before eating were Tuvalu (38.7%) and Laos (1.9%). Timor-Leste and Belize had the highest and lowest prevalence for never washing hands after using the toilet (27.5% and 1.6%, respectively) and Honduras and Lebanon had the highest and lowest prevalence for never washing hands with soap (58.7% and 1.8%, respectively).

Figure 2.

Figure 2

Prevalence of hand washing and tooth brushing in adolescents aged 12-15 years among 75 low-income and middle-income countries, 2003-2015.

Figure 3.

Figure 3

Prevalence of hand washing and tooth brushing in adolescents aged 12-15 years by countries, 2003-2015. Panel A. Rarely or never wash hands before eating. Panel B. Rarely or never wash hands after using toilet or latrine. Panel C. Rarely or never wash hands with soap. Panel D. Rarely or never brush teeth.

Oral hygiene among young adolescents in LMICs

For tooth brushing, the overall prevalence estimates were 8.6% (95% CI = 5.5-11.7) for never brushing teeth, 80.9% (95% CI = 74.7-87.1) for 1-3 times per day, and 9.7% (95% CI = 5.8-13.6) for >3 times per day. Significant differences in tooth brushing were found among the six WHO regions (all P-values <.001). The European region had the highest prevalence of daily tooth brushing (90.9%), and the Eastern Mediterranean region had the lowest (68.2%). At the country level, the highest and the lowest prevalence for daily tooth brushing were reported by students from Vietnam (95.4%) and Nauru (52.6%). In nine LMICs, mostly in the Eastern Mediterranean region, over 20% of students reported brushing their teeth less than once per day.

Stratified analyses

Stratified analyses indicated that the prevalence of both never washing hands and never brushing teeth did not differ among gender, age and BMI strata (P range from 0.053 to 1.000; see Table S2-7 in the Online Supplementary Document). As shown in Figure 4, logistic analyses across time frames indicated significant trends of increasing prevalence for never washing hands before eating (P trends <0.001), and decreasing prevalence for never washing hands using soap (P trends <0.001).

Figure 4.

Figure 4

Trends of prevalence of hand washing in adolescents aged 12-15 years from 2003 to 2015.

DISCUSSION

Although the overall prevalence of washing hands before eating, after using the toilet and with soap at least once per day, as well as daily tooth brushing, was generally high among LMICs, irrespective of age, gender or BMI (all prevalence >90%), hygiene practices were still poor in several LMICs. For example, 38.7% of students in Tuvalu never or rarely washed their hands before eating, 27.5% of students in Timor-Leste never or rarely washed their hands after using the toilet, 58.7% of students in Honduras never or rarely washed their hands with soap, and 37.8% of students in Egypt brushed their teeth less than once per day. From 2003 to 2015, washing hands with soap showed a significant increasing trend, whereas washing hands before eating showed a decreasing trend.

Currently, studies of hygiene practices among young adolescents mostly focus on oral hygiene [18-20] and at the country level [19,21-23], and the global extent and prevalence of hygiene practices (especially hand hygiene) among adolescents is poorly described. In 2015, McKittrick et al [21] reported that the prevalence of infrequent tooth brushing and hand washing among 33 174 students aged 13-15 years in 15 Latin American and Caribbean countries that participated in the GSHS ranged from 2% to 9%. A study that focused on Iran found that 67.21% of children and adolescents reported daily tooth brushing, and prevalence for washing hands before eating, after using the toilet and with soap ranged from 50.32% to 85.61% [22]. Toothbrushing frequency is similarly high among young adolescents in LIMCs and high-income countries [20], however, a meta-analysis including 42 studies suggested that frequency of handwashing with soap was about 30% higher in high-income countries comparing to LIMCs [24]. Similar to a previous study [20], our study found that estimates differed greatly among countries. The prevalence of hygiene practices varies worldwide, depending on many variables including economic status, urbanisation and parents’ education levels. Therefore, it is of utmost importance to develop health and other youth-centric services, as well as disease prevention and intervention programmes, that are tailored to different LMICs.

Despite the fact that the overall prevalence of hand washing was overall generally high, several LMICs (eg, Tuvalu, Timor-Leste, and Kiribati) showed a high prevalence of infrequent hand washing. In those LMICs, dirty latrines, a lack of toilet paper, overcrowding and the availability and accessibility of water and sanitation facilities in schools are all challenges faced by school staff trying to teach fundamental health behaviours to children [8]. Moreover, hand washing may require infrastructural, cultural and behavioural changes, which take time to develop and require substantial resources [25,26]. Children and adolescents are at risk of multiple infectious diseases when basic hygiene and hand washing habits are inadequate [4,6,27]. For example, Shigella, one of the common pathogens associated with childhood diarrhoea, led to 569 737 deaths of children and adolescents worldwide in 2015 [1,27,28], and there is no vaccine to prevent it [28]. However, the spread of shigellosis from an infected person to others can be stopped by frequent and careful hand washing with soap [27]. A recent meta-analysis [29] of nine community-based trials in LMICs (15 303 participants) found that promoting hand washing prevented 36% of diarrhoea cases. Frequent and careful hand washing is important among all age groups, and supervised handwashing of all children and adolescents should be followed in day care centers, schools and homes, especially in those LMICs with the highest prevalence of infrequent hand washing.

Dental caries is increasing in developing countries, and if untreated it can affect children’s quality of life [22]. In 2015, Kassebaum et al. [30] reported that around 621 million children suffered from untreated caries in deciduous teeth. Caries can alter children’s eating and sleeping habits, dietary intake and metabolic processes, and might affect school attendance, growth and weight gain [31]. Twice-daily tooth brushing with fluoride-containing toothpaste should be encouraged. Long-term exposure to an optimal level (1000 to 1500 ppm) of fluoride results in a substantially lower incidence and prevalence of tooth decay across all ages [11]. An increased frequency of daily tooth brushing was also associated with a decreased risk of tooth plaque, gingivitis and caries [32]. Thus, tooth brushing is an effective way to prevent oral diseases.

In this study, the minority (<10%) of participating students reported never brushing their teeth, which is consistent with previous studies of adolescent oral hygiene practices in LMICs [20,21]. However, a serious oral hygiene problem was also observed, less than 70% of participating students reported brushing their teeth more than once a day, which could reduce its ability to prevent oral diseases. Moreover, in eight LMICs in the Eastern Mediterranean region, over 20% of students reported brushing their teeth less than once per day. This high prevalence of infrequent brushing might be explained by the use of chewing sticks in Arab cultures, leading to a misinterpretation of the question about ‘brushing or cleaning’ teeth [20]. Based on 32 countries, Maes et al. [18] found that poor family affluence was clearly related with a low prevalence of tooth brushing. Children and adolescents in LMICs, compared to those in high-income countries, may have limited access to a variety of options for oral health promotion (eg, community water fluoridation, routine dental sealants) [33,34]. It has been documented that children and adolescents who have early-established oral health practices are more likely than others to maintain these healthy behaviours in adulthood [35,36], minimising their risks of reduced quality of life through pain and tooth loss [37], and reducing the burden of chronic diseases. Therefore, it is especially important that children and adolescents in LMICs develop good oral hygiene practices to prevent oral diseases early in life.

Global reductions in disease burden, improvements in living conditions, dietary transition and lifestyle changes make the sustainable development targets related to health in LMICs increasingly complex. The world has a larger cohort of adolescents and young people today (just under 2 billion, aged 10-24 years) than ever before, of whom 88% live in low-income and middle-income countries [38]. It is clear that improving adolescent health at the hygiene level is an essential and cost-effective investment worldwide. However, the state of knowledge of adolescent health outside high-income countries is restricted, and the information needed to develop effective interventions is commonly unavailable [39]. Currently, school oral health interventions are mostly implemented in primary schools, which is in line with the Health Promoting School concept [25]. As opportunities for school-based oral health interventions can be limited in LMICs, the establishment of prevention-oriented community health programmes is also important. For hand hygiene, the WHO suggests that everyone over 6 months of age washes their hands frequently and practices good personal hygiene during food handling and preparation activities, and notes that persons with diarrhoea, especially children, should wash their hands after using the toilet [27]. Toothbrushing is considered a prerequisite for maintaining good oral health, but some study also suggested that excessive hygiene might be harmful. For example, toothbrushing also has the potential to have an impact on tooth wear, particularly with regard to dental erosion [40]. In addition, our findings highlight the importance of understanding sustainable development goals (SDG) related to malaria, access to safe water, sanitation and hygiene.

The main strength of our study is its large and nationally representative sample of adolescents, with assessment of hygiene patterns in most countries using standardised and well-validated questionnaires [41,42]. However, several limitations should also be considered. First, the GSHS is a self-report survey administered in school settings across countries, which can be subject to recall bias and problems of understanding of the questions. Additionally, different cultural factors in LMICs can results in different patterns of hygienic practices, which can in turn affect self-reporting about prevalence of hygienic practices, a further potential bias in data across countries. In Arab cultures, ‘tooth brushing or cleaning’ may introduce ambiguity about chewing sticks being a form of tooth cleaning [20]. Second, we observed substantial heterogeneity in the prevalence of hygienic practices across regions, which were not fully explained by major study characteristics. Therefore, overall and regional estimates must be interpreted cautiously. Third, estimates are representative at the country level, but we lack additional variables to perform subanalyses by setting (urban vs rural), social economic status or health literacy education. Fourth, GSHS data was collected between a fairly long period of time (2003-2015) and direct comparison between countries should be made with caution. However, most of the surveys (54 of 75) in our study were conducted between a narrow time interval (2009-15).

CONCLUSION

The findings of this population-based study suggest that although hygiene practices are generally high in most LMICs, they remain poor in several LMICs. Increasing trends of poor hygiene practices was also observed, which emphasises the need for hygiene and health education targeting young adolescents in LMICs.

Additional material

Acknowledgments

We thank participants and participating researchers at each study site.

Footnotes

Funding: This study received funding from the National Natural Science Foundation of China (81602853, 81872721), National Key R&D Program of China (2017YFC1310902), Natural Science Foundation of Zhejiang Province (LY17H260002), Sanming Project of Medicine in Shenzhen (SZSM201803080), K.C. Wong Magna Fund in Ningbo University, and Ningbo Scientific Innovation Team for Environmental Hazardous Factor Control and Prevention (2016C51001). The funders had no role in the planning, design, analyses of data or writing of the study.

Authorship contributions: LSW, and ZFF conceptualized and designed the study, coordinated and supervised data analysis, and critically reviewed the manuscript for important intellectual content. HLY, and GXP extracted the data, carried out the initial analyses, drafted the initial manuscript, and reviewed and revised the manuscript. LMQ, and YXX carried out the initial analyses, and reviewed and revised the manuscript. All authors gave their final approval and agree to be accountable for all aspects of the work.

Competing interests: The authors completed the ICMJE Unified Competing Interest form (available upon request from the corresponding author), and declare no conflicts of interest.

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