- Research article
- Open Access
- Open Peer Review
The role of weight status, gender and self-esteem in following a diet among middle-school children in Sicily (Italy)
© Ferrante et al; licensee BioMed Central Ltd. 2010
- Received: 6 August 2009
- Accepted: 11 May 2010
- Published: 11 May 2010
Weight-related issues such as obesity, dieting and eating disorders in adolescents are major public health problems. Moreover, undertaking a diet tends to be common among school children and the reasons for doing so are not always related to weight status. The objectives of the study were to evaluate the role of body mass index (BMI), gender and self-esteem in the adoption of a diet in middle-school Sicilian children.
The survey included middle-school children in some Sicilian provinces. Weight status was determined by sex-specific body mass index for age according to the international BMI cut-off proposed by Cole. Classic chi-square test and linear trend chi-square were used to compare percentages. Univariate and multivariate logistic regressions were computed to study the risk of dieting according to weight status (with the underweight group as the reference group), gender, self-esteem adjusted for province. Adjusted odds ratios (ORs) and 95% confidence intervals (CI) along with associated p-values were furnished.
The survey showed that 45.2% of the children were of average-weight, 6.6% were underweight, 12.6% were overweight and 2.9% were clinically obese. The missing data were up to 32.8%. Regarding dieting, 26.3% of the children stated that they had been on a diet during the last three months, 56.4% claimed they had not, and 17.2% did not answer. Age was not associated with dieting (p = 0.76). More girls than boys had undertaken a diet (31.4% versus 21.4%, p < 0.0001). Self-esteem had an influence on the choice of following a diet; in fact, 40.8%, 28.5% and 20.9% of the children with negative, normal and positive self-esteem were following a diet (trend p < 0.0001). The multivariate analysis showed that self-esteem seemed to influence more girls than boys (p = 0.06), and stratified analysis by gender indicated that it seemed more influent in girls (p = 0.0008) than in boys (p = 0.01).
In addition to the relation between dieting and BMI, our results highlight the link between dieting, gender and self-esteem. We underline the importance of interventions within the context of health education in order to improve global self-esteem and to encourage proper eating habits to prevent weight-related health problems.
- Body Mass Index
- Eating Disorder
- Obese Child
- Weight Status
- Body Satisfaction
The relevance for Public Health of the markedly increase of childhood obesity has been recently well highlighted by Burns D et al . In Italy, a national survey on overweight and obesity conducted by the Italian National Institute of Statistics (ISTAT) for the age group 6 - 17 years indicated that 24% of children suffer from an excess body weight and that it is a phenomenon more frequent in South Italy . A Sicilian study confirmed this last result, and showed that 1 child over 4 aged 7 - 10 years was overweight and more than 1 over 10 was obese . Childhood overweight and obesity in Sicily are therefore important public health problems. Despite these alarming figures, there are no data for children aged 10 - 14 years, and very little has been invested in formulating the most appropriate strategy for primary and secondary prevention programs.
Together with the growing incidence of overweight and obesity among children and adolescents [1, 4], several studies have found high rates of eating disorders which symptoms are binge eating, abuse of laxatives and vomiting, food restriction or dieting [5–7]. The latter, as a strategy to control or lose weight, in children and adolescents is considered to be one of the risk factors of weight-related disorders like eating disorders and disordered eating [8, 9]. Dieting means many things to many people. To those trained in nutrition it is a fundamental process which has the potential to achieve significant and sustainable weight loss for obese individuals. Outside the clinical world it has become a buzz word for aspiring to a socially-set physical agenda by means of interfering with the food supply. Girls report more frequently than boys that they are on a diet or that they are doing something else to lose weight; they also have more weight-related problems than boys  even if prevalence of overweight and obesity is higher in boys . Causes of dieting other than excess weight ranged from weight-teasing by family, to personal weight concerns such as body image dissatisfaction , and several psycho-socio factors such as self-esteem . Self-esteem refers to the individual's perception of his/her self-worth . Several cross-sectional and longitudinal studies have linked low self-esteem (assessed as an overall degree of self-disapproval) with current and/or future risky behaviours; for istance, it has been significantly associated, as already stated, with disordered eating [12, 14].
Data on the role of weight status, gender and self-esteem in following a diet will provide the basis for appropriately planning preventive interventions aimed at reducing the impact of nutrition-related pathologies. Taking this background into account, this study aimed at collecting additional data on the prevalence of underweight, overweight and obesity among Sicilian children and at understanding the role that BMI, gender and self-esteem play in their decision of starting a diet.
Setting and study design
Sicilian middle schools that met the criteria of being mixed schools and of having a minimum of 300 children were invited to participate. As soon as one school of a province had agreed to participate, other invitations were stopped for that province, since one school had a reasonable number of participants. Only schools in Catania, Messina, Palermo and Caltanissetta responded to the invitation and were included in the study. All children from these schools were recruited. There were no excluding criteria. The goals and the potential health benefits of the survey were explained to the children in an attempt to enhance the participants' response. A questionnaire form was distributed in the classrooms to all children. An investigator of the study was present at the time of filling in the questionnaire in order to respond to any questions on some concepts or on some words (eg. Diet).
An anonymous, self-administered, semi-structured questionnaire was used to collect demographic (age and sex) and anthropometric data (weight and height), as well as information on weight-related concerns, any diet and self-esteem. Self-reported height and weight were used to calculate BMI according to the Quetelet formula: y = w/h 2, where w is weight (in kilograms) and h is height (in meters). Overweight and obesity groups were constructed through sex- and age-specific cut-off points based on the international standards proposed by Cole . For defining underweight, it was used a different criteria. In particular, the 3° percentile of the Italian male and female adolescents was used as the cut-off point [16, 17]. Data on height, weight, dieting and dieting-related concerns such as the reasons for doing it, the effort it required and the outcome of the diet were recorded as shown in the additional file 1. The word diet, for children or adolescents, can embrace several unhealthy eating habits therefore the concept was explained to the participants before filling in the questionnaire. Self-esteem was calculated through the Multidimensional Self Concept Scale (MSCS) proposed and validated by Braken  and being part of a review on self-esteem scales for Children and Adolescents . This 150-item self-report scale assesses global self-concept as a composite of six environmental contexts (domains): Social, Competence, Affect, Academic, Family and Physical. Score calculation led to one of these categories of self-esteem: extremely negative; very negative; mildly negative; normal; mildly positive; very positive; extremely positive.
The percentages of children reporting weight-related concerns were examined by sex and compared by the χ2 test both across sex and across weight status, diet and self-esteem. The 7-category variable self-esteem described above was recoded as positive, normal or negative. Chi-square test for linear trend was used to assess differences between school level (first, second or third), BMI (underweight, average-weight and combined overweight and obese) and self-esteem (positive, normal and negative). Continuous data (age, weight loss) are given as mean and standard deviation. Univariate analysis through logistic regression furnished odds ratios (OR) and 95% confidence intervals (CI) for dieting according to each of the studied factors BMI (underweight group as the reference group), gender, age and self-esteem. A multivariate logistic regression, adjusted for school (province), was used to generate adjusted OR and 95% CI along with associated p-values for risk of dieting. All statistically significant factors in univariate analysis were able to be tested in the multivariate model. Statistical significance was set at p < 0.05. The software SAS (version 9.1, 2003, SAS, Inc, Cary, NC)  was used for all analyses.
The type of research (survey, through an anonymous questionnaire, on voluntary basis) only needed an informal approval by the ethics committee of our University. Therefore, there is no specific reference number for this study.
A meeting was held by the principal of each school with teachers and rappresentative of parents; at the end of the meeting they all agreed to participate in the study. There was no single consent by each parent, as this was not needed in our set up for this type of survey. Participation was voluntary and the questionnaire was anonymous.
The study population included 780 (50.5%) boys (B) and 765 (49.5%) girls (G). The children were 10 - 16 years old (mean 12.3 ± 1.1 years), equally distributed between school levels: 31.8% were first year pupils, 31.8% were second year, and 36.4% were third year.
Weight status distribution by sex*
(n = 765)
(n = 780)
(n = 1545)
Weight status distribution according to school level by sex
(n = 765)
(n = 780)
(n = 1545)
School level 1 st
School level 2 nd
School level 3 rd
Weight status distribution according to diet by sex*
Girls (N = 765)
Boys (N = 780)
Tot. Pop. (N = 1545)
(n = 240)
(n = 435)
(n = 90)
(n = 167)
(n = 437)
(n = 176)
(n = 407)
(n = 872)
(n = 266)
Most children (49.8%) reported an average score for self-esteem. Only a few children selected the extremes; 0.05% were extremely positive, 0.8% were very positive, 3.6% were very negative and 3.8% were extremely negative, whereas mildly positive self-esteem was reported by 4.0% and mildly negative self-esteem by 16.4%. Overall, a negative self-esteem was reported significantly more often than a positive score (23.8% versus 4.9%). A high percentage of children (21.4%) did not answer, and fewer boys answered than girls (B, 29.2%; G, 13.5%; chi = 57.0; p < 0.0001).
Association between BMI, gender, self-esteem and dieting
Univariate and multivariate analysis of diet by logistic regression
Boys (n = 397)
Girls (n = 482)
Positive (n = 61)
Normal (n = 595)
Negative (n = 223)
Underweight (n = 84)
Average-weight (n = 598)
Overweight (n = 165)
Obese (n = 32)
Palermo (n = 238)
Catania (n = 243)
Caltanissetta (n = 250)
Messina (n = 148)
Gender (p = 0.002) and self-esteem (p = 0.0001) showed a strong link with dieting and risk estimates did not vary respect to univariate. As expected, in this complex multivariate analysis BMI resulted strongly associated with dieting just as like in the univariate analysis (p < 0.0001). The interaction term between weight status and gender did not result statistically significant. In fact, girls were more in a diet than boys in every BMI category: there were 55.6% girls versus 43.9% boys in the combined overweight - obese category, 28.6% girls versus 17.3% boys in the average-weighted and 11.3% versus 8.2% in the underweight category (chi trend = 19.9, p < 0.0001). Again, the interaction term between BMI and self-esteem did not reach significance, that meant that weight status did not modify the relation between dieting and self-esteem. Indeed, among overweight and obese following a diet, children with negative and positive self-esteem were respectively 50.5% of and 22.2%; among normal weighted there were respectively 25.5% and 20.4% and among underweight children there were 7.4% and 33.3%. It is worth saying that this last percentage was calculated on 3 children only (1 out of 3).
The potential interaction between gender and self-esteem was tested and p-value was borderline (p = 0.06), suggesting that self-esteem had a different influence according to gender. Stratified analysis by gender indicated that it was more influent in G (negative versus positive self-esteem OR = 5.00 95%CI = 1.73-14.4, p = 0.0003; normal versus positive self-esteem OR = 2.30 95%CI = 0.84-6.30, p = 0.93; global p = 0.0008) than in B (negative versus positive self-esteem OR = 0.94 95%CI = 0.34-2.57, p = 0.31; normal versus positive self-esteem OR = 0.45 95%CI = 0.17-1.21, p = 0.01; global p = 0.01). A sensibility analysis including age in this model was done and its inclusion did not modify the estimates (data not shown).
Given the high prevalence and the rapid increase of obesity among young people in Sicily , and the lack of data for children aged 10 - 14 years, this study of BMI and the reasons for following a diet in this age group is timely. This information is needed to develop appropriate prevention measures as well as treatment interventions. We conducted a large and regional-scale study in Sicily. We identified a worrying percentage of overweight and obese (15.5%) as well as underweight (6.6%) children. A comparison of the overweight and obesity data in our sample with those obtained by the ISTAT survey , which uses weight and height reported by parents, confirms that those weight excesses affect boys more than girls. However, our study found that dieting was more common among girls, in each category of weight status. Although the prevalence of overweight and obesity is increasing, the desire to be thin is still very popular; in fact, the habit of relying on a diet to lose weight is common among adult women [21, 22] as well as among pre-adolescents and adolescents [23, 10]. Notwithstanding that some healthy behavior for weight control (e.g. physical activity) is recommended for all adolescents, regardless of their weight, we found that a significantly greater percentage of normal weight girls than boys start a diet, meaning that girls start a diet irrespective of weight. This data show that boys care less about weight, they are more overweight and obese, and that when they decide on a diet there is a real need to lose weight more than other reasons. This concern reflects a greater anxiety from girls about their body weight compared to their male counterparts, underlining the fact that girls are more concerned about body weight and their appearance in general, which could also be enhanced by the media . Mooney et al  noted that the main reasons given by girls for wanting to be lean are: getting boys' attention, friends' approval and greater confidence in themselves; similar reasons, though not overlapping completely, were given by the children in our survey.
Except the obvious and strong association existing between BMI and dieting (overweight and obese children being more motivated to take on a diet than the normal weight group), that we used as confounding factor in our models, the multivariate analysis suggested that both, gender and self-esteem play a great role in dieting. Children with negative self-esteem are more predisposed to start a diet than those who have a normal level of self-esteem and self-esteem influences more girls than boys in deciding to undertake a diet.
Earlier studies found that a strong dissatisfaction with the body is a predictive factor of unhealthy practices for weight control, suggesting that in order to decrease unhealthy behaviors, it might be important to develop interventions that aim at enhancing the right perception of the child's own body and at developing realistic goals to be achieved through diet [26, 27]. Therefore, for young people who are self-motivated to achieve a "normal weight", brief interventions focused on discussing the importance of weight control and on revising the right behavior to gain it, are usually sufficient. However, our survey included some young people who said they had not lost weight despite the adoption of a diet, and some who claimed to have adopted a diet but who did not answer the question about weight loss. When planning health education interventions for this kind of children we need to devote time to enable them to acquire the skills needed to engage successfully in the control of their weight with healthy behavior, such as increasing physical activity, increasing the intake of fruits and vegetables, and reducing fats and sweets in the diet.
Finally, our survey recorded that some children experience a physical as well as a psychological struggle when following a diet. This could direct educators to encourage young people to adopt a proper diet, while stressing the importance of knowing the potential dangers resulting from extreme or unhealthy behavior for weight control and their ineffectiveness in the long term .
We have seen that, while most young overweight or obese children appear to be motivated to achieve a normal weight through a diet, there are some overweight or obese children who do not perceive themselves as such and have no interest in losing weight, in particular among boys. It is therefore important to work out an appropriate plan of action aimed at developing an awareness of their own weight, correcting their diet and encouraging regular physical activity.
An additional aspect of our survey is the missing data differential between gender regarding concepts as BMI, diet or self-esteem. The causes of missing data for BMI have rather been found correlated with emotional, behavioral and social aspects such as young age, poor body satisfaction and poor social networks . Another study showed that missing data on weight was associated with poor body image and a greater investment in appearance for girls but not for boys . So, this differential missing data could have had as consequence the underestimation of these issues in boys but in a less proportion than it could have produced for girls. We can also hypothesize that missing data among boys in our survey was mainly due to the length of the questionnaire (150 item self-esteem plus the questionnaire included in the appendix) and that Sicilian boys tend to be less receptive than girls about body weight issues, although these hypotheses should be deeper investigated in future studies.
Strengths of our study are several: it represents a large multicentric study that involved different provinces of the same region, with diverse particularities regarding urban size and lifestyles; it reports missing data and percentages that were calculated on all reported data. Most studies do not provide rates of missing data or allow calculations that do not include them and therefore do not discuss the potential bias they represent . We studied prevalence of dieting among children as well as the reasons that induce children to start a diet because we think this topic should precede studies on the potential impact that diet has on overweight and more serious eating-related symptoms.
Our survey encountered a series of limitations. Firstly, the results of our survey are certainly underestimated because they are based on reported anthropometric data. In fact, it is well known that there is a difference between anthropometric data collected by self-reporting and by direct measurement [31, 32]. In particular, Sherry et al.  assert that height and weight values self-reported by overweight and obese children are mostly underestimated, as they are influenced by the size and the weight of the subjects. Indeed, the low sensitivity of reported data (from 55% to 76% in 4 studies [34–37]) indicated that between one-quarter and one-half of the overweight subjects were lost . However, Goodman and Shannon studied the validity of weight and height data self-reported by pre-adolescents and adolescents (Goodman, teenagers in grades 7 through 12; Shannon, group aged 10 - 17 years) and found a significant correlation between the measured and the self-reported data (r = 0.84 - 0.94 for Goodman; r = 0.62 - 0.98 for Shannon). Although overweight subjects tended to report a lower weight and underweight subjects tended to report a greater weight, the BMI calculated from the reported data were significantly correlated with the BMI calculated from the measured data (r = 0.92) [37, 38]. Finally, Fonseca et al.  agree that BMI based on self-reported weight and height is not accurate for BMI prediction at an individual level but may be used as a simple and valid tool for BMI estimates of overweight and obesity in epidemiological studies. Secondly, the answer rate on height-weight and diet falls within the acceptable range of 65-70%, as reported in . The high missing rate from which our study suffers is balanced by the large number of participants, that permitted sufficient numbers also in categories like underweight.
Future research on prevalence of overweight and obesity should focus on the reduction of missing data, in particular among boys, for example through a face to face interview. Further aspects to develop include the study of other potential causes for dieting and its major consequences such as eating disorders, together with the prevalence of such disorders in Sicily. Given the lack of data, studies on causes of overweight and obesity and their consequences, weight-related conditions and psychosocial implications such as body satisfaction, school performance and social networks could also be proposed.
The results of our survey show that the problem of obesity among Sicilian children as reported by the study "Okkio alla salute" (linked to the European program Gaining Health) in the age range 6-10 years exists in the age group we investigated. In addition, several important issues related to body weight and dieting were found, giving valuable input for planning preventive measures. For example, it is clear that the adoption of a diet is not always a rational choice inspired by real overweight but can be due to the perception that an individual has of his/her body. It is therefore important, within the context of health education intervention, to address this issue as well as to encourage proper eating habits and regular physical activity, in order to prevent weight-related short- and long-term problems and diseases.
Finally, we conclude that in addition to health education programs and a monitoring system that can describe the temporal evolution of the nutritional situation in childhood, body weight-related problems require a comprehensive and multidisciplinary approach. We need to find a balance between the responsibilities of individuals and those of governments and society, because individuals are not solely responsible for their body weight, more so when considering the most vulnerable population groups, such as children and adolescents.
We thank Dr P. Di Mattia, who provided medical writing services on behalf of the Department "G.F. Ingrassia" of the Catania University.
We are extremely grateful to all the schools that took part in the study.
- Burns , Dianne , Costello J: The public health challenge of obesity: is it the new smoking?. Journal of Community Nursing. 2009, 23 (11): 4-9.Google Scholar
- Brescianini S, Gargiulo L, Gianicolo E: Eccesso di peso nell'infanzia e nell'adolescenza. Convegno ISTAT settembre. 2002Google Scholar
- OKKIO alla Salute: La Sorveglianza Nutrizionale nei Bambini in Età Scolare. Risultati dell'Indagine 2008 in Sicilia. [http://www.epicentro.iss.it/okkioallasalute/]
- International Obesity Task Force (IOTF), 2002. Obesity in Europe. The case for action. [http://www.iotf.org/media/euobesity.pdf]
- Datar A, Sturm R: Childhood overweight and parent- and teacher reported behaviour problems. Arch Pediatr Adolesc Med. 2004, 154: 804-810. 10.1001/archpedi.158.8.804.View ArticleGoogle Scholar
- Lundstedt G, Edlund B, Engstrom I, Thurfjell B, Marcus C: Eating disorder traits in obese children and adolescents. Eat Weight Disord. 2006, 11: 45-50.View ArticlePubMedGoogle Scholar
- Wal Vander JS, Thelen MH: Eating and body image concerns among obese and average-weight children. Addict Behav. 2000, 25: 775-778. 10.1016/S0306-4603(00)00061-7.View ArticleGoogle Scholar
- Haines J, Neumark-Sztainer DR: Prevention of obesity and eating disorders: a consideration of shared risk factors. Health Educ Res. 2006, 21 (6): 770-82. 10.1093/her/cyl094.View ArticlePubMedGoogle Scholar
- Neumark-Sztainer DR, Wall MM, Haines JI, Story MT, Sherwood NE, Berg Van den PA: Shared risk and protective factors for overweight and disordered eating in adolescents. Am J Prev Med. 2007, 33 (5): 359-369. 10.1016/j.amepre.2007.07.031.View ArticlePubMedGoogle Scholar
- Zaborskis A, Petronyte G, Sumskas L, Kuzman M, Iannotti RJ: Body Image and Weight Control among Adolescents in Lithuania, Croatia, and the United States in the Context of Global Obesity. Croat Med J. 2008, 49: 233-42. 10.3325/cmj.2008.2.233.View ArticlePubMedPubMed CentralGoogle Scholar
- Vieno A, Santinello M, Martini MC: Epidemiology of overweight and obesity among Italian early adolescents: relation with physical activity and sedentary behaviour. Epidemiol Psichiatr Soc. 2005, 14 (2): 100-7.View ArticlePubMedGoogle Scholar
- Shea ME, Pritchard ME: Is self-esteem the primary predictor of disordered eating?. Personality and Individual Differences. 2007, 42: 1527-1537. 10.1016/j.paid.2006.10.026.View ArticleGoogle Scholar
- Galimberti U: Dizionario di psicologia. 2006, Torino:UtetGoogle Scholar
- Tiggemann M: Body dissatisfaction and adolescent self-esteem: Prospective findings. Body Image. 2005, 2: 129-135. 10.1016/j.bodyim.2005.03.006.View ArticlePubMedGoogle Scholar
- Cole TJ, Bellizzi MC, Flegal KM, Dietz WH: Establishing a standard definition for child overweight and obesity worldwide: international survey. Br Med J. 2000, 320: 1240-1243. 10.1136/bmj.320.7244.1240.View ArticleGoogle Scholar
- Istituto Nazionale di Ricerca per gli alimenti e la nutrizione: Manuale di Sorveglianza Nutrizionale. Roma. 2003, [http://www.inran.it/]Google Scholar
- Cacciari E, Milani S, Balsamo A: Directive council of SIEDP/ISPED for 1996-1997 and 2002-2003 to calculate the cut-offs to apply between underweight and normal categories. J Endocrinol Invest. 2006, 29 (7): 581-593.View ArticlePubMedGoogle Scholar
- Braken BA: "Multidimensional self concept scale". 1992, AUSTIN, TX: Pro. EdGoogle Scholar
- Richard J, Butler Gasson SL: Self-esteem/self-concept scales for children and adolescents: a review. Child and Adolescent mental health. 2005, 10 (4): 190-201. 10.1111/j.1475-3588.2005.00368.x.View ArticleGoogle Scholar
- SAS Institute: Inc. SAS User's guide. version 9. 1999, Cary, NC: SAS Institute, IncGoogle Scholar
- Kruger J, Galuska DA, Serdula MK, Jones DA: Attempting to Lose Weight Specific Practices Among U.S. Adults. Am J Prev Med. 2004, 26 (5): 402-406. 10.1016/j.amepre.2004.02.001.View ArticlePubMedGoogle Scholar
- Thomas SL, Hyde J, Karunaratne A, Kausman R, Komesaroff PA: "They all work...when you stick to them": A qualitative investigation of dieting, weight loss, and physical exercise, in obese individuals. Nutrition Journal. 2008, 7: 34-10.1186/1475-2891-7-34.View ArticlePubMedPubMed CentralGoogle Scholar
- Field AE, Camargo CA, Taylor CB, Berkey CS, Frazier AL, Gillman MW, Colditz GA: Overweight, weight concerns, and bulimic behaviors among girls and boys. J Am Acad Child Adolesc Psychiatry. 1999, 38: 754-760. 10.1097/00004583-199906000-00024.View ArticlePubMedGoogle Scholar
- Labre MP, Walsh-Childers K: Friendly advice? Beauty messages in web sites of teen magazines. Mass Commun Society. 2003, 6: 379-396. 10.1207/S15327825MCS0604_3.View ArticleGoogle Scholar
- Mooney E, Farley H, Strugnell C: Dieting among adolescent females - some emerging trends. Int J Consumer Studies. 2004, 28: 347-354. 10.1111/j.1470-6431.2004.00392.x.View ArticleGoogle Scholar
- Strong KG, Huon GF: An evaluation of a structural model for studies of the initiation of dieting among adolescent girls. J Psychosom Res. 1998, 44: 315-326. 10.1016/S0022-3999(97)00257-2.View ArticlePubMedGoogle Scholar
- The McKnight Investigators: Risk Factors for the Onset of Eating Disorders in Adolescent Girls: Results of the McKnight Longitudinal Risk Factor Study. Am J Psychiatry. 2003, 160: 248-254. 10.1176/appi.ajp.160.2.248.View ArticleGoogle Scholar
- Lytle LA, Seifert S, Greenstein J, McGovern P: How do children's eating patterns and food choices change over time?. Am J Health Promot. 2000, 14: 222-228.View ArticlePubMedGoogle Scholar
- Fonseca H, de Matos MG, Guerra A, Gomes PJ: Emotional, behavioural and social correlates of missing values for BMI. Arch Dis Child. 2009, 94 (2): 104-9. 10.1136/adc.2008.139915.View ArticlePubMedGoogle Scholar
- Tiggemann M: Nonreporting of body mass index: a research note on the interpretation of missing data. Int G Eat Disord. 2006, 39: 346-9. 10.1002/eat.20264.View ArticleGoogle Scholar
- Tokmakidis SP, Antonios D, Christodoulos M, Nikolaos I, Mantzouranis M: Validity of Self-Reported Anthropometric Values Used to Assess Body Mass Index and Estimate Obesity in Greek School Children. Journal of Adolescent Health. 2007, 40: 305-310. 10.1016/j.jadohealth.2006.10.001.View ArticlePubMedGoogle Scholar
- Jansen W, Looij-Jansen Van de PM, Ferreira I, de Wilde EJ, Brug J: Differences in Measured and Self-Reported Height and Weight in Dutch Adolescents. Ann Nutr Metab. 2006, 50: 339-346. 10.1159/000094297.View ArticlePubMedGoogle Scholar
- Sherry B, Jefferds ME, Grummer-Strawn LM: Accuracy of adolescent self-report of height and weight in assessing overweight status: a literature review. Arch Pediatr Adolesc Med. 2007, 161 (12): 1154-61. 10.1001/archpedi.161.12.1154.View ArticlePubMedGoogle Scholar
- Davis H, Gergen PJ: The weights and heights of Mexican-American adolescents: the accuracy of self-reports. Am J Public Health. 1994, 84 (3): 459-462. 10.2105/AJPH.84.3.459.View ArticlePubMedPubMed CentralGoogle Scholar
- Hauck FR, White L, Cao G, Woolf N, Strauss K: Inaccuracy of self-reported weights and heights among American Indian adolescents. Ann Epidemiol. 1995, 5 (5): 386-392. 10.1016/1047-2797(95)00036-7.View ArticlePubMedGoogle Scholar
- Brener ND, McManus T, Galuska D, Clowry R, Wechsler H: Reliability and validity of self-reported height and weight among high school students. J Adolesc Health. 2003, 32 (4): 281-287. 10.1016/S1054-139X(02)00708-5.View ArticlePubMedGoogle Scholar
- Goodman E, Hinden BR, Khandelwal S: Accuracy of Teen and Parental Reports of Obesity and Body Mass Index. Pediatrics. 2000, 106: 52-58. 10.1542/peds.106.1.52.View ArticlePubMedGoogle Scholar
- Shannon B, Smiciklas-Wright H, Wang MQ: Inaccuracies in selfreported weights and heights of a sample of sixth-grade children. J Am Diet Assoc. 1991, 91: 675-678.PubMedGoogle Scholar
- Fonseca H, Silva AM, Matos MG, Esteves I, Costa P, Guerra A, Gomes-Pedro J: Validity of BMI based on self-reported weight and height in adolescents. Acta Paediatrica. 2010, 99: 83-88.PubMedGoogle Scholar
- Swinscow TDV, Campbell MJ: Le basi della statistica per scienze biomediche. Edited by: Torino. 2004, Minerva MedicaGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2458/10/241/prepub
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.