Association between acculturation and body weight status among migrant children in Guangzhou, China: a cross-sectional study.

OBJECTIVE: To assess the association between acculturation and body weight status among internal migrant children in China. DESIGN, SETTING AND PARTICIPANTS: A cross-sectional study was conducted among 1154 pairs of migrant children aged 11-17 years and their primary caregivers in Guangzhou, China, from April to May 2016. MEASURES: Migrant children's body weight status was measured by body mass index. Acculturation was measured by a questionnaire, developed and validated by the research team. The questionnaire had three dimensions with five factors, namely language, social interaction, custom, dressing and diet. Social anxiety was measured by Social Anxiety Scale for Children. Food intake was measured by the food frequency table that was developed from a previous study. Logistic regression was performed to examine the association between acculturation and overweight/obesity while controlling for migrant children's and their caregivers' demographic characteristics, children's social anxiety and food intake.
RESULTS: Seventy-six out of 1154 (6.6%) migrant children were overweight, and 36 (3.1%) were obese. The overall prevalence of overweight/obesity was 12.5% in boys, and 6.1% in girls (p<0.001), respectively. The mean scores of acculturation were 41.8 (SD=14.6). Migrant children had the highest level of acculturation in the aspect of dressing (mean=61.7, SD=16.6), followed by language (mean=47.9, SD=22.3), diet (mean=45.0, SD=18.5), social interaction (mean=42.4, SD=21.3) and custom (mean=27.6, SD=19.2). After controlling for confounding factors, the levels of acculturation was negatively associated with overweight/obesity (adjusted OR (aOR)=0.98, 95% CI 0.97 to 1.00, p=0.030). Furthermore, migrant children who had urban-to-urban migrant caregivers were more likely to be overweight/obese (aOR=2.07, 95% CI 1.16 to 3.69, p=0.014) than their counterparts living with rural-to-urban migrant caregivers.
CONCLUSIONS: The low levels of acculturation was associated with overweight/obesity among migrant children in Guangzhou, China. Promoting healthy acculturation and social campaign on healthy body weight may help prevent childhood overweight/obesity. Young migrant children, boys and children living with urban-to-urban migrant caregivers should be the target subgroups. © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2018. All rights reserved. No commercial use is permitted unless otherwise expressly granted.

This study controlled mental health, dietary and primary caregivers’ migrant background to assess the relationship between acculturation and overweight/obesity among internal migrant children in a metropolitan area in China.

One of the first efforts to link acculturation and childhood obesity among migrants in China.

Self-reported data were used to calculate the body weight status, which may have recall bias and reporting bias.

Association, instead of causality, was examined.

Introduction

With the rapid urbanisation and economic reform in China, internal migration has been accelerated since the late 1950s.1 2 Under the permanent household registration (hukou) system in China, resident status is categorised as rural and urban residency. Due to the unbalanced economic development across regions in China, residents move across the country for a better life3 and form the 247 million (18%) internal migrant population (2015), and the majority of them are rural-to-urban migrants.4 Under the hukou system, the migration process creates social, economic and cultural challenges and barriers to internal migrant population.2 For instance, internal migrants have limited access to the local education, public health service and social welfare, which are provided for local residents by governments.2

Internal migrant children are generated by tailing with their caregivers who migrated from developing areas to relatively developed areas within China.5 They are a critical subgroup of the migrants and experience significant socioeconomic and cultural changes and challenges.5 Chinese census data showed that internal migrant children aged 0–17 years old had increased from 2.45 million in 2000 to 35.81 million in 2010, accounted for 12.84% of children in China.6 7 Under the hukou system, internal migrant children were defined as those younger than 18 years old and living in a place, rather than registered permanent residence for at least 6 months.2 6

Worldwide, childhood obesity is an emerging public health concern, because it has been proven as a significantly early life risk factor for adult obesity and chronic diseases.8 9 Based on a systematic analysis of the data from 188 countries and 21 regions, the prevalence of overweight and obesity in developing countries has increased from 8.1% to 12.9% for boys and from 8.4% to 13.4% for girls from 1980 to 2013, while the prevalence in developed countries has grown up from 16.9% to 23.8% and from 16.2% to 22.6% for boys and girls, respectively.10 There also have been sustained increases in the rate of overweight/obesity among children aged 7–18 years old in China from 2000 to 2014, especially for boys, rising from 15.68% to 28.19% and from 5.88% to 20.26% in urban and rural areas, respectively.11 However, the body weight status among children varies across regions in China. In general, southern China has a lower prevalence of overweight/obesity than other regions.12 Guangzhou, as a metropolis in southern China, had the lower body mass index (BMI) (19.3) among children than other regions like Shanghai (21.0) and Beijing (21.5).11 13

The spatial disparity in childhood overweight and obesity has also been observed among internal migrant children. A study in Guangzhou showed the prevalence of overweight/obesity among migrant children aged 5–12 years was 14.3% in 2014,14 which was lower than figures found among migrant children in Shanghai (21.1%).15 This healthy body weight may be explained by local geographical environment and life habits that have formed throughout its long history, including diet, language and custom.13 16 17 For instance, the traditional Cantonese diet is relatively healthy compared with the diet in most regions of China,18 and the diet in Guangzhou is characterised by manifold styles from throughout China and other countries. Besides, language may play an important role to lead to body weight changes among migrant children via affecting life habits and social interaction.19

The trend of migrant children’s body weight status in China was scanty due to limited available data. However, in high-income countries, immigrant children were susceptible to childhood obesity with an increasing risk over recent years.20 21 The increasing burden of obesity among immigrant children has been considered to be results of changes in environmental and socioeconomic factors, as well as exposure to obesity-related risk factors during and after resettlement in new obesogenic environments and adaptation to unhealthy behaviours, such as intake of high-calorie food, insufficient exercise and sedentariness.14 22 Among these reasons, the change of environmental factors plays a vital role in body weight, mediated by energy imbalance and lifestyle changes.23 24

Acculturation, as a multifaceted concept, reflects the overall adaptation to a new society when contacting with individuals and groups from another culture, including the complex and dynamic nature of cultural identity, social connection and preferences in the residence culture (eg, language, history, foods and holiday).25 26 Particularly, during the migration, the change of environment and adaptation process may influence their diet, physical activity and other life behaviours, which may further be bidirectionally associated with health status. On the one hand, it may contribute to overweight and obesity among migrant children when they formed bonds with natives and adapt to the obesogenic dietary, behaviours and environment in a receiving society.22 On the other hand, migration into the healthy environment may reduce the risk of being overweight or obese. As a study showed that the acculturated parents of migrant children were aware of the health issues associated with obesity as received local attitudes and practices of a healthy lifestyle in main society.27

In the current study, inconsistent associations between acculturation and childhood obesity among children of immigrants have been reported. For instance, previous literature reported that high levels of acculturation was related to high BMI among adolescents, particularly among immigrant children from developing countries to developed countries.22 28 Jennifer and Baker found that immigrant children with low degrees of acculturation were likely to gain weight.29 30 Moreover, there was also research demonstrating no significant relationship between acculturation and body weight among immigrant children in the USA.31 No consistent acculturation measure was used in related studies. For example, Liu and colleagues22 used generation status and language preference as measures. Another study measured acculturation by Child Short Acculturation Scale for Hispanics, including language, media and ethnic social relations.30 Moreover, these inconsistent results were also explained by the complication of forming cultural values among different study populations. For example, children with various age could have notable differences in the self-evaluation of body image across culture, as well as the views of acculturation might vary person to person who had different cultural background.32

Another limitation in previous studies was assessing the association between acculturation and obesity among immigrant children by only controlling for basic demographic characteristics and food intake.33 34 However, other factors, such as the number of children in a family,35 mental health36–38 and the environmental, socioeconomic, cultural and behavioural difference between sending and receiving communities39 were also related to acculturation and obesity and should be considered as confounding factors. For instance, previous studies showed that social anxiety had complex relationships with acculturation38 and it was associated with high BMI.40 The number of children in family might influence the concerns and supervision from parents, which might further effect on their adaptation in a new society.35

Therefore, the aim of the study was to investigate the association between acculturation and body weight status among migrant children in China by controlling for aforementioned confounding factors.

Methods

Study setting

This cross-sectional study was conducted from April to May 2016 at six private junior high schools funded by social organisations in Tianhe and Baiyun Districts, Guangzhou, China. Guangzhou is the capital city of Guangdong Province that is the primary destination of internal migrants in China and has hosted more than 0.6 million migrant children by 2016.6 41 Under the hukou system in China, migrant children without hukou are widely excluded from accessing public schools in receiving cities. The majority of them have to attend private schools instead. In Guangzhou, private schools are mainly gathered in Tianhe and Baiyun districts. Therefore, using purposive sampling method, we chose three private junior high schools with large numbers of migrant students in each district, respectively.

Study participants

The study participants were children who were studying in grades 7–8 at one of the six private junior high schools and met the following criteria: (1) do not have hukou in Guangzhou and have lived in Guangzhou for at least 6 months; (2) aged under 18 years old; (3) at least one of their parents does not have hukou in Guangzhou; and (4) the informed consent was signed by child’s primary caregivers.

Participants involvement and data collection

In this study, a self-administered questionnaire was developed by the research team after a literature review and a preliminary survey, and then given to migrant children and their primary caregivers. Migrant children completed the survey under the guidance of investigators, while they were also trained by the investigators to take the caregivers’ questionnaires home and help their primary caregivers finish them. After collecting the questionnaires, investigators would check carefully and contact the primary caregivers timely when they found important missing data. Investigators received standardised training by the research team, and quality control was implemented during data collection. If participants had any questions about their result, they would receive feedback.

Ethics statement

Written informed consents were obtained from all children’s caregivers.

Measurements

Children’s body weight status

Body weight status was measured by the BMI based on self-reported weight and height, while the BMI was calculated by the weight divided by the square of height (kg/m2). Migrant children’s overweight and obesity were defined based on the norm established by the working group on obesity in China (WGOC).42 This WGOC norm uses the 85th percentile and the 95th percentile of BMI within each age–gender subgroup of Chinese children as cut-off points to define overweight and obesity, respectively (online supplementary appendix table A-1). Overweight is defined as having BMI greater than or equal to 85th percentile and lower than 95th percentile of BMI within each gender–age subgroup. Obesity is defined as having BMI greater than or equal to 95th percentile of BMI within each gender–age subgroup. This definition is analogous to Centers for Disease Control and Prevention growth charts in the USA, which was revised from WHO/NCHS (the US National Center for Health Statistics) standard.22 43

Children’s acculturation

Acculturation in this study was measured by a brief, age-appropriate and multidimensional questionnaire developed by the research team.32 44–47 The acculturation scale for migrant children included 12 items, which were primitively summarised into three dimensions. That is, language (four items), social interaction (two items) and preferences in life (six items). Preferences in life further included three factors, namely custom (two items), dressing (two items) and diet (two items). The response to each item was assigned a score according to the level of acculturation from maintenance of original culture to maintenance of the host culture. Second, the factor analysis generated five factors from original items, namely language, social interaction, custom, dressing and diet (online supplementary appendix table A-2). Meanwhile, five factor scores were weighed by the percent of variance and added up to estimate the dimension scores and the acculturation score. Finally, the scores were further transformed into a 0–100 scale by the min–max normalisation and percentage method, whereby 0 points represented the lowest level of acculturation and 100 points were optimum. In this study, the reliability test of the overall scale showed the Cronbach’s alpha of 0.70. Table 1 showed the acculturation scale for migrant children.

Table 1

The acculturation scale for migrant children in Guangzhou, China, in 2016*

Dimension	Factor	Item	Valuation
Language (Cronbach’s alpha=0.81)	Language	(1) Can you understand Cantonese?	1=don’t understand completely; 2=understand partly; 3=understand mostly; 4=fully understand.
		(2) How about do you speak Cantonese?	1=can’t; 2=not well; 3=better; 4=fluently.
		(3) Did you watch Cantonese TV show?	1=never; 2=once in a while; 3=sometimes; 4=often.
		4) Did you listen to the Cantonese songs?	1=never; 2=once in a while; 3=sometimes; 4=often.
Social interaction (Cronbach’s alpha=0.55)	Social interaction	(1) Where did your good friends come from?	1=most of them were non-local friends; 2=half were non-local friends and half were local friends; 3=most of them were local friends.
		(2) If it is up to you, where do you hope your classmates come from?
Preferences in life (Cronbach’s alpha=0.52)	Custom	(1) If it is up to you, would you like to go to hometown for the Spring Festival?	1=yes, I would; 2=it doesn’t matter; 3=no, I would not.
		(2) If it is up to you, do you hope how to spend the Spring Festival?	1=completely in way of hometown; 2=most of way like hometown; 3=half like hometown and half like Guangzhou; 4=most of way like Guangzhou; 5=completely in way of Guangzhou.
	Dressing	(1) Compared with your hometown, do you think people’s dressing in Guangzhou is good looking?	1=not good looking; 2=no difference/unaware; 3=good looking.
		(2) If it’s up to you, what kind of dressing do you wear?	1=completely in way of hometown; 2=most of way like hometown; 3=half like hometown and half like Guangzhou; 4=most of way like Guangzhou; 5=completely in way of Guangzhou.
	Diet	(1) What kind of food do you usually eat?	1=all dishes like hometown; 2=most of dishes like hometown; 3=half like hometown and half like Guangzhou; 4=most of dishes like Guangzhou; 5=all dishes like Guangzhou.
		(2) What kind of dishes do you like?	1=hometown dishes; 2=local dishes; 3=foreigner dishes.

*The Cronbach’s alpha of reliability analysis on the acculturation scale for children was 0.70.

Confounding factors

Demographic characteristics

In this study, the demographic characteristics of migrant children and their caregivers included: (1) children’s gender, age, years of residence in Guangzhou; (2) caregivers’ education and type of migration (rural-to-urban migration and urban-to-urban migration), household monthly income per person and number of children in the family. Children’s age were collected as concrete years old and further divided into two groups (11–13 and 14–17 years old) based on the mean value (mean=13.8, SD=0.9). The 14 years old is also used as the cut-off point for children and adolescents in China.48 Household monthly income per person was defined as a continuous variable and further divided into four categories by the quartiles (≤3500 RMB, 3501–5000 RMB, 5001–8000 RMB and ≥8001 RMB).

Children’s social anxiety

The social anxiety in our survey was measured by Social Anxiety Scale for Children (SASC).49 This scale included 10 items yielding two dimensions, including fear of negative evaluation and social avoidance and distress. The response to each item was recorded using a three-point scale from 0 to 2, with potential scores ranging from 0 to 20. Higher scores represented better mental status in the corresponding psychosocial issues. SASC showed the good psychometric properties with Cronbach’s alpha of 0.79 among children in China.50 In our study, SASC demonstrated the Cronbach’s alpha of 0.82.

Food intake

To measure the status of food intake, we used the food frequency table that was developed from the study of dietary factors and endometrial cancer in China.51 The respondents’ food intake was measured by counting their consumption frequency on 30 foods, which were categorised into four major food groups based on the dietary nutritional perspective: (1) carbohydrate-based food (eg, rice and noodles); (2) animal food (eg, meat, fish and egg); (3) milk, beans and products; and (4) vegetables and fruits. For each food item, participants were asked about how often they ate the food during the past 1 month (0=never or less once a month, 1=once or twice a month, 2=once a week, 3=2–5 times a week, 4=once a day, 5=more than twice a day). Then, each item score was added to get the score of each food group, while high scores represented high levels of consumption on corresponding food category.

Statistical analysis

The statistical analysis was performed using IBM SPSS V.20.0. The categorical and numerical variables were described by frequency, proportion, mean and SD, respectively. χ2 test, rank sum test or independent samples t-test were used for comparisons between overweight or obese migrant children and normal weight migrant children. Paired samples t-test with Bonferroni correction was used to pairwise compare among scores of three dimensions/five factors of acculturation. Bivariate and multivariate logistic regression analysis were performed to examine the association between acculturation and overweight/obesity among migrant children while controlling for demographic characteristics of migrant children and their caregivers, children’s social anxiety and four categories of food intake. The interaction between acculturation and the demographic characteristics (including migrant children’s gender and caregiver’s type of migration) was also taken into consideration in the model. Crude ORs, adjusted ORs (aOR), 95% CIs and p value were calculated to present the association between acculturation and overweight/obesity.

Results

Characteristics of migrant children and their primary caregivers

There were 1199 pairs of eligible migrant students and their primary caregivers participating in the survey, but 45 (3.8%) migrant students were excluded due to not reporting height and weight. Finally, we included 1154 (96.2%) pairs of participants and their caregivers in this study.

Table 2 showed 112 (9.7%) migrant children were overweight/obesity (BMI: mean=25.0, SD=3.0), including 76 (6.6%) were overweight and 36 (3.1%) were obese. The average age of migrant children was 13.7 (SD=0.9) years old. There were statistically differences in the prevalence of childhood overweight/obesity between different subgroups of gender, age and caregivers’ type of migration, respectively (p<0.05). There were 12.5% (81/647) of boys and 6.1% (31/507) of girls being overweight and obese. Children who were 13 years or younger had a higher prevalence of overweight/obesity (13.9%, 66/476) than those aged 14 years and over (6.8%, 46/678). Furthermore, the prevalence of overweight/obesity was higher among migrant children whose primary caregivers with urban-to-urban migration background (14.6%, 83/955) than those living with caregivers with rural-to-urban migration (8.7%, 27/185).

Table 2

Characteristics of 1154 migrant children and their primary caregivers in Guangzhou, China, in 2016

Characteristic	Overweight/obesity
	No†	Yes‡	Total
Children’s characteristic
Gender (n=1154), n (%)
Male	566 (87.5)	81 (12.5)	647 (56.1)***
Female	476 (93.9)	31 (6.1)	507 (43.9)
Age (n=1154) (years), mean±SD	13.8±0.9	13.4±0.9	13.7±0.9***
11–13, n (%)	410 (86.1)	66 (13.9)	476 (41.2)
14–17, n (%)	632 (93.2)	46 (6.8)	678 (58.8)
Years of residence in Guangzhou (n=1103), n (%)
<6	238 (91.5)	22 (8.5)	260 (23.6)
6–10	289 (91.2)	28 (8.8)	317 (28.7)
11–16	470 (89.4)	56 (10.6)	526 (47.7)
Social Anxiety Scale for Children (n=1108), mean±SD	14.2±3.9	14.5±3.9	14.2±3.9
Fear of negative evaluation	8.5±2.6	8.6±2.5	8.5±2.6
Social avoidance and distress	5.7±1.9	5.9±1.8	5.7±1.9
Food intake (n=1131), mean±SD	67.1±21.9	66.4±22.5	67.0±21.0
Carbohydrate-based food	14.9±3.7	14.5±4.1	14.9±3.7
Animal food	29.7±13.6	29.4±14.4	29.7±13.7
Milk, beans and products	14.0±6.9	14.3±6.8	14.1±6.9
Vegetables and fruits	8.5±1.6	8.3±2.0	8.4±1.6
Primary caregivers’ characteristic
Caregivers’ education (n=1100), n (%)
Primary school and below (<grade 6)	151 (92.1)	13 (7.9)	164 (14.9)
Middle school (grades 7–9)	573 (90.5)	60 (9.5)	633 (57.5)
High/vocational school (grades 10–12)	218 (90.0)	27 (11.0)	245 (22.3)
Junior college and above (grade 12–)	53 (91.4)	5 (8.6)	58 (5.3)
Caregivers’ type of migration (n=1140), n (%)
Rural-to-urban migration	872 (91.3)	83 (8.7)	955 (83.8)*
Urban-to-urban migration	158 (85.4)	27 (14.6)	185 (16.2)
Household monthly income per person (n=1140), n (%)
≤3500 RMB	259 (90.9)	26 (9.1)	285 (25.0)
3501–5000 RMB	306 (87.9)	42 (12.1)	348 (30.5)
5001–8000 RMB	225 (90.4)	24 (9.6)	249 (21.8)
≥8001 RMB	240 (93.0)	18 (7.0)	258 (22.7)
Number of children in family (n=1133), n (%)
1	121 (87.7)	17 (12.3)	138 (12.2)
2	459 (89.6)	53 (10.4)	512 (45.2)
≥3	445 (92.1)	38 (7.9)	483 (42.6)

Comparison the prevalence of overweight/obesity between different subgroups of each categorical variable. *P<0.05; **p<0.01; ***p<0.001.

†BMI: mean=17.8, SD=2.1.

‡BMI: mean=25.0, SD=3.0.

BMI, body mass index.

Acculturation status of migrant children

Table 3 presented the acculturation score and scores of each dimension and each factor. Among all migrant children, the average acculturation score was 41.8 (SD=14.6) out of 100. There were no statistically differences in acculturation and scores of dimensions and factors of acculturation between overweight/obese migrant children and normal weight migrant children (p=0.067). Among all migrant children, the scores of language (mean difference=5.5, SD=30.6) and preferences in life (mean difference=4.9, SD=25.4) were significantly higher than the score of social interaction (p<0.001). In terms of factor scores, migrant children had the highest level of acculturation in the aspect of dressing (mean=61.7, SD=16.6), followed by language (mean=47.9, SD=22.3), diet (mean=45.0, SD=18.5), social interaction (mean=42.4, SD=21.3) and custom (mean=27.6, SD=19.2) (p<0.001). However, differences in scores of dimensions and factors of acculturation between overweight/obese migrant children and normal weight migrant children were not significant.

Table 3

Acculturation score and scores of dimensions and factors of acculturation among 1154 migrant children in Guangzhou, China, in 2016

Acculturation	Overweight/obesity, mean±SD			P 1	P 2
	No	Yes	Total
Acculturation	42.0±14.7	39.4±13.5	41.8±14.6	0.067	−
Language	48.3±22.2	44.7±23.4	47.9±22.3	0.095	−
Social interaction	42.4±21.4	42.8±20.4	42.4±21.3	0.607	−
Preferences in life	47.5±14.0	45.6±12.4	47.3±13.9	0.294	−
Custom	27.6±19.2	27.1±18.9	27.6±19.2	0.852	−
Dressing	61.9±16.7	59.9±15.8	61.7±16.6	0.194	−
Diet	45.2±18.4	43.6±19.6	45.0±18.5	0.483	−
Differences between dimensions (α′=0.05/3)
Language: social interaction	5.9±30.6	1.9±30.7	5.5±30.6	0.207	<0.001
Language: preferences in life	0.8±26.0	−0.9±27.5	0.6±23.2	0.414	0.430
Preferences in life: social interaction	5.1±25.5	2.8±24.6	4.9±25.4	0.390	<0.001
Differences between factors (α′=0.05/10)
Language: social interaction	5.9±30.6	1.9±30.7	5.5±30.6	0.207	<0.001
Language: custom	20.6±29.5	17.6±29.8	20.3±29.6	0.222	<0.001
Language: dressing	−13.6±27.7	−15.2±28.1	−13.7±27.7	0.547	<0.001
Language: diet	3.1±28.4	1.1±33.0	2.9±28.8	0.544	0.001
Social interaction: custom	14.7±28.7	15.7±28.8	14.8±28.7	0.804	<0.001
Social interaction: dressing	−19.5±27.1	−17.1±25.4	−19.3±26.9	0.330	<0.001
Social interaction: diet	−2.8±28.2	−0.8±29.1	−2.6±28.3	0.546	0.003
Custom: dressing	−34.2±25.3	−32.8±25.6	−34.1±25.3	0.575	<0.001
Custom: diet	−17.5±26.6	−16.5±27.8	−17.4±26.7	0.845	<0.001
Dressing: diet	16.7±24.8	16.3±27.4	16.6±25.1	0.761	<0.001

P 1 is the significance of the comparison between overweight/obesity migrant children and normal weight migrant children.

P 2 is the significance of pairwise comparisons among dimensions or factors of acculturation. Bonferroni was used to adjust α (α′) to pairwise compare.

Association between children’s acculturation and overweight/obesity

Table 4 represented the results of logistic regression models on the association between acculturation and overweight/obesity among migrant children. After controlling for demographic characteristics of migrant children and their primary caregivers, children’s social anxiety and food intake, the levels of acculturation were negatively associated with their overweight/obesity (aOR=0.98, 95% CI 0.97 to 1.00, p=0.030). Furthermore, compared with rural-to-urban migrated caregivers, caregivers with urban-to-urban migration background were more likely to increase the likelihood of their children’s overweight/obesity (aOR=2.07, 95% CI 1.16 to 3.69, p=0.014).

Table 4

Logistic model on the association between acculturation and overweight/obesity among 1154 migrant children in Guangzhou, China, 2016

Variable	Model 1		Model 2
	OR (95% CI)	P values	aOR (95% CI)	P values
Acculturation	0.99 (0.98 to 1.00)	0.078	0.98 (0.97 to 1.00)	0.030
Gender
Male (reference)	1		1
Female	0.46 (0.30 to 0.70)	<0.001	0.43 (0.25 to 0.74)	0.002
Age (years)
11–13 (reference)	1		1
14–17	0.45 (0.30 to 0.67)	<0.001	0.41 (0.25 to 0.66)	<0.001
Caregivers’ type of migration
Rural-to-urban migration (reference)	1		1
Urban-to-urban migration	1.80 (1.13 to 2.86)	0.014	2.07 (1.16 to 3.69)	0.014
Years of residence in Guangzhou	1.15 (0.89 to 1.48)	0.287	1.25 (0.91 to 1.73)	0.166
Fear of negative evaluation	1.01 (0.94 to 1.09)	0.743	0.95 (0.85 to 1.05)	0.306
Social avoidance and distress	1.07 (0.96 to 1.20)	0.216	1.12 (0.96 to 1.30)	0.149
Carbohydrate based food	0.97 (0.92 to 1.03)	0.298	0.95 (0.88 to 1.02)	0.145
Animal food	1.00 (0.98 to 1.01)	0.798	0.99 (0.97 to 1.02)	0.602
Milk to beans and products	1.01 (0.98 to 1.03)	0.749	1.02 (0.98 to 1.07)	0.312
Vegetables and fruits	0.94 (0.84 to 1.05)	0.283	0.91 (0.78 to 1.06)	0.225
Caregivers’ education	1.10 (0.84 to 1.44)	0.473	0.99 (0.71 to 1.38)	0.951
Household monthly income per person	0.90 (0.75 to 1.08)	0.259	0.89 (0.71 to 1.12)	0.330
Number of children in family	0.77 (0.58 to 1.03)	0.076	1.06 (0.74 to 1.52)	0.755

Model 1 was a bivariate logistic regression model. Model 2 was a multivariate logistic model adjusted for gender, age, years of residence in Guangzhou, caregivers’ education, caregivers’ type of migration, household monthly income per person, number of children in family, FNE, SAD and four categories of food intake.

The interaction effect between acculturation and migrant children’s gender/caregiver’s type of migration were not significant. The model with the interaction was not reported in the table 4.

aOR, adjusted OR; FNE, fear of negative evaluation; SAD, social avoidance and distress.

Discussion

Childhood overweight and obesity are a major global public health crisis for the health and well-being of both children and adults.9 Migrant children face more challenges in health issues than their local counterparts.5 The prevalence of overweight (6.6%) and obesity (3.1%) found in this study were lower than that among immigrant children in developed countries (over 10.0% and over 15.0%).20 28 52 Internal migrant children had a lower prevalence of overweight/obesity than immigrant children may be mainly due to different diet cultures between China and developed countries.53 The prevalence of obesity in this study (3.1%) was close to that among students aged 12–18 years (3.4%) in Guangzhou (2013),13 in which children had lower BMI than those in other cities. However, the prevalence of obesity among migrants in this age group in other regions of China was scanty. Meanwhile, it is notable that China is a vast country with diversity, and children in various regions have different prevalence of obesity (girls: 0.44%–10.00% vs boys: 0.56%–21.67%).54 55 The spatial, diet and cultural disparity within China may be the significant reasons of differences in obesity rates and need to be further explored.13 17

In this study, the acculturation status among internal migrant children was not high, but the highest score of acculturation was observed in the aspect of dressing, followed by language, diet, social interaction and custom. As the development of modern media technique, the mass and abundant media has been a public educator and affected our attitudes in fashion, dressing and health exercise,56 especially among rural-to-urban children. Language affects the communication between migrants and local residents, which may have a further impact on social interaction and enable migrant children to engage in activities with local children.19 However, under the influence of Chinese traditional culture, original culture has a profound impact on custom, particularly which is derived from some important festivals like spring festival.

Our study indicated that internal migrant children with higher levels of acculturation were less likely to be overweight/obesity than those with lower levels of acculturation. This finding was contrary to previous studies conducted in developed countries like USA, which found a positive correlation between the degree of acculturation and overweight/obesity among immigrant children.22 28 First, different diet cultures among receiving societies could be a possible explanation. Guangzhou is famous for its healthy Cantonese diet culture18; for example, urban children in Guangzhou had a lower prevalence of overweight/obesity than their counterparts in other areas in China.16 Hence, in this study, migrant children having high levels of acculturation were more likely to integrate into Guangzhou’s eating environment and keep fitness. On the contrary, in developed countries, acculturated immigrant children were more likely to adapt to the obesogenic environment.57 However, it is notable that other obesity-related behaviours (eg, consumption of fast food and longer hours of media playing) also exist among children in Guangzhou and other multicultural metropolis.56 Therefore, health policy and social campaign on healthy body weight should be advocated among migrant children and targeting their local counterparts. Second, it is noteworthy that migrant children in this study had high degrees of acculturation of dressing. Recent studies indicated that the mainstream culture’s obsession with thinness and beauty had a significant impact on body image, which was strongly connected to the weight status of adolescents.58 Therefore, with the propaganda of ideal body image in the newly emerging media, migrant children, especially girls, could keep a low weight to pursue fashion and pleasing appearance.59 Third, acculturation in language and social interaction both promoted communication with local children to attend activities together including physical activities, which would protect migrant children from overweight and obesity.19 Therefore, our findings suggested that further health-related acculturation services should focus on promoting healthy body weight and on forming healthy views on body image among children. However, it is notable that developing a healthy body image should be highlighted on the healthy body weight and health consequences, rather than focusing on heavy children’s weight-related pressures and stigmatisation.58 60

Besides, our study showed that younger migrant children aged 11–13 years had a higher prevalence of overweight/obesity than elder children, and boys had a higher prevalence of overweight/obesity than girls, which agrees with other research findings.23 29 Younger migrant children may have poor self-control, especially in unhealthy snacking, like energy-dense and nutrient-poor foods, which could contribute uncompensated calories to overweight/obesity.24 61 Additionally, the difference of gender on body weight may be explained by girls paying more attention to pleasing appearance than boys.59 Moreover, migrant parents place much stricter supervision on their daughters than their sons50 and maybe faster to notice the risks of obesity for their daughters than their sons.29 Hence, young and male migrant children should be the target subgroups in further research and health promotion of childhood overweight and obesity.

In our study, we also found that migrant children whose caregivers with rural-to-urban background had a lower likelihood of overweight/obesity than those living with urban-to-urban migrant caregivers. It was pointed that the prevalence of overweight and obesity in adults in the city was higher than that in rural areas.62 Some studies demonstrated that parental weight status, behaviours and acculturation impacted children’s body weight,43 63 64 which were associated with the culture of their caregiver’s place of birth.19 Furthermore, China is a country of great cultural diversity, and the differences exist between urban and rural areas and between regions, for example, southern, northern, western and eastern China have very different cultures.17 Therefore, future research and practice should pay attention to the caregiver’s role in migrant childhood overweight and obesity prevention.

However, there were some limitations of the current study. First of all, although a self-designed multidimensional scale measured acculturation with the acceptable overall Cronbach’s alpha of 0.70, two dimensions were having Cronbach’s alpha of 0.52 and 0.55. It indicated the reliability of measurement was reluctantly accepted but need to be further improved. Future research may improve the reliability of the developed acculturation scale by modifying some items. Second, one confounding factor, physical exercise, was not included in this study.28 Children’s physical exercise included physical activities at school and after school. We only measured physical activities at school, but no differences between overweight/obese and normal weight migrant children were found. Based on a study in Guangzhou, the variation of extracurricular physical activities of middle school students was small, and all of the students (97.25%) participated in extracurricular physical activities from Monday to Friday.65 Comprehensive measurements on exercise should be considered in the future. Moreover, this study focused on body weight status among migrant children in Guangzhou and did not collect data among local children. However, figures on body weight status among local children in Guangzhou are scanty. Further empirical evidence on the difference between local and migrant children is needed. Finally, it was the limitation of a cross-sectional study that results in selection bias, recall bias and reporting bias based on self-reported data and the determination of association rather than causality.

Conclusions

We found that the low levels of acculturation was associated with overweight/obesity among migrant children in Guangzhou, China. Also, the findings suggested that young migrant children, boys and children living with caregivers with urban-to-urban migration background should be the target subgroups in further research and health promotion of childhood overweight and obesity. Importantly, further healthy acculturation services and social campaign on healthy body weight may help prevent childhood overweight and obesity.