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ERIC EJ833245: Middle School Students' Weight Perceptions, Dieting Behaviors, and Life Satisfaction PDF

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Research Article Middle School Students’ Weight Perceptions, Dieting Behaviors, and Life Satisfaction Laura Esch and Keith J. Zullig ABSTRACT Background: Previous research has posited that significant relationships exist between health status and psychologi- cal measures of health (e.g., self-esteem). Less is known about the relationship between perceived quality of life (e.g., life satisfaction), weight perceptions, and dieting behaviors, particularly among middle school adolescents. Purpose: This study investigated the association between weight perceptions and unhealthful dieting behaviors and overall life satisfaction among middle school students. Methods: Separate models were created for 245 7th and 8th grade males and females using the CDC’s 2005 Youth Risk Behavior Survey (YRBS). ANOVA analyses and Tukey Honest Signifi- cant Difference (HSD) tests compared weight perceptions and dieting behaviors to overall life satisfaction. Results: Females were significantly more likely to report reduced life satisfaction if reporting being overweight, eating less, fasting, or taking diet pills to lose weight (effect sizes 0.96-5.80) (p<.01). Males were significantly more likely to report reduced life satisfaction if reporting being overweight or fasting to lose weight (effect sizes 4.58-4.75) (p<.05). Discus- sion: Unhealthful weight perceptions and dieting behaviors develop early in adolescence and impact life satisfaction. Translation to Health Education Practice: Comprehensive educational programs for prevention and intervention of weight misperceptions and unhealthful dieting are needed and must acknowledge gender differences. BACKGROUND own appearance and their child’s appear- of psychological maturation, stress and A struggle to comply with modern social, ance, and enforcement of food choices and anxiety build and adolescents may turn to environmental, and psychological influences eating behaviors, parents may create an alcohol consumption, sexual intercourse, on weight perceptions and dieting behaviors environment contributing to body dissatis- and violent behavior to cope with and adapt has contributed to an increased prevalence faction problems.6-7 As young children age, to changes.11 An early onset of such risky be- of weight-related health issues.1-4 Societal, peers and the media become more influen- haviors and the experience of significant life peer, and parental pressures to achieve the tial on appearance as these factors reinforce thin cultural norm can lead to impaired cultural weight ideals that attribute thinness feelings of well-being, unhealthful weight with female attractiveness and success.7-9 Laura Esch is the assistant to the director of control and food consumption behaviors, Young adolescents risk developing health education in the Department of Student and poor body weight perceptions.5 Students disordered eating behaviors because this Health Services, Miami University, 102 Student in the 4th and 5th grade have been shown to population is in a transitional period and Health Services, Oxford, OH 45056; E-mail: be particularly vulnerable to parental influ- are learning to adjust to increased inde- [email protected]. Keith J. Zullig is an as- ences on appearance and weight, especially pendence while attempting to resolve peer, sociate professor, Department of Community female students. Through parental modeling relationship, gender identity, body image, Medicine, School of Medicine, West Virginia of dieting behaviors, comments about their and weight conflicts.5,10,11 During this phase University, Morgantown, WV 26506. American Journal of Health Education — November/December 2008, Volume 39, No. 6 345 Laura Esch and Keith J. Zullig events at a young age, like parental illness or including fasting and taking diet pills, ments and enable individuals with diverse disappointed educational expectations, are these behaviors are unhealthful weight loss values, experiences, and cultural ideas to rate correlated with premature development of strategies. Such behaviors actually deter- their internal feelings of well-being based weight dissatisfaction and low self-esteem.12 mine a later onset of disordered eating on personal perceptions of life satisfac- For example, weight dissatisfaction and low practices, eating disorders, and weight gain tion.22 Desirable circumstances like positive self-esteem impact females as they age and while negatively impacting physical and feelings of purpose, mastery, or self-regard contribute to the misperceptions normal mental development.2,8,17 influence an individual’s reported feelings weight women may have regarding being Weight regulating practices and disor- of life satisfaction.21,22 In adolescents specifi- overweight.12 Despite attempts to make the dered eating behaviors have been shown to cally, constructive feelings about themselves, transition to adolescence less complicated, a cause impairing physical and mental health school experiences, friends, family, and number of young people still experience an consequences.4 Excess body weight in living environment positively influence onset or continuation of unhealthful weight overweight and obese adolescents can limit life satisfaction reports.23-25Alternatively, issues during adolescence. physical functioning and, if left unchecked, undesirable circumstances like poor weight Weight control practices, including lead to disabling cardiovascular conditions, perceptions and unhealthful dieting issues weight gain and weight loss, are prevalent diabetes, or chronic pain.4,5 Food binges, have been shown to be related to adolescent in young adolescents. For example, The self-induced vomiting, and laxative abuse life dissatisfaction reports.26 National Health and Nutrition Examina- in those practicing certain weight control Although more objective Body Mass tion Survey concluded the prevalence of behaviors can damage the digestive and Index (BMI) measurements of weight have overweight 16-19 year olds increased from cardiac systems resulting in major physi- been associated with reduced life satisfaction 11% in 1988-1994 to 15% in 1999-2000, cal limitations.4,18 Mental health concerns, in both adolescents and adults,5,27,28 Burns highlighting obesity as a primary health including feelings of depression, diminished et al.5 argue that subjective weight estimates concern in young adolescents.1 The survey self-esteem, and impaired school and social have a greater impact on well-being than also identified 31.2% of the 6-11 year olds functioning, were more frequently reported realistic weight assessments because, as sampled as being at risk for becoming over- in overweight and obese adolescents ages observed by Csikszentmihalyi,29 subjective weight or obese and specified 15.8% of the 12-14 than in their normal weight coun- experience is not just one of the dimensions sample as overweight.1 On the other end of terparts.4,18 Underweight adolescents also of life, it is life itself. For example, two recent the weight spectrum, a recent study of 9-14 reported mental health impairments from studies confirmed a significant relationship year olds found 25% of girls and 13.8% preoccupations with food and body shape between negative self-perceived weight per- of boys sampled were infrequent dieters and symptoms of anxiety, personality dis- ceptions, poor dieting behaviors, and self- and 4.5% of girls and 2.2% of boys were orders, depression, co-morbidity disorders, reported life dissatisfaction in South Carolina frequent dieters.8 Further, studies have also and low self-esteem.18 high school students and students from a demonstrated body dissatisfaction in both More notably, reports of poor physical Midwestern university, respectively.26,30 In girls13 and boys.14 However, it is difficult to and mental health are significantly related light of the elevated risk of negative weight obtain a complete report on the frequency to adolescent quality of life (QOL). QOL perceptions and dieting behaviors in young of adolescent dieters exhibiting more serious measurements assess general feelings of adults, the present study aimed to investigate eating disorder issues. well-being and detail positivity in the physi- if such correlations were established prior to The DSM-IV diagnostic criteria used to cal, psychological, and social domains of high school by sampling a population of 7th clinically diagnose eating disorders pertains well-being.4,19 For instance, zullig et al.20 and 8th grade students. Although previous to those at an advanced cognitive level, found that as adolescents reported more research has suggested a lower number of making it developmentally challenging for poor physical and mental health days, female dieters in the 6th and 8th grades com- young adolescents to describe and report their odds of reporting life dissatisfaction pared to the 10th grade, this study’s purpose disordered eating behaviors.15 In addition, increased linearly. was to explore the effects of weight percep- adolescents may exhibit disordered eat- QOL measurements are categorized into tions and dieting behaviors on life satisfac- ing behaviors without receiving a clinical objective and subjective areas for appropri- tion in younger adolescents.10,12,31 diagnosis, thus contributing to an under- ate surveying. Objective QOL measurements reporting of adolescent eating disorders.7 assess standard, external socioeconomic and PURPOSE Researchers have suggested that disordered environmental conditions contributing to This study hypothesized that 7th and eating practices lie on a continuum from well-being, such as income and access to 8th grade students reporting poor weight normal eating behaviors to clinical eating health care, making objective conditions easy perceptions and dieting behaviors would disorders.16 Despite the number of adoles- to compare across populations.21 Subjective report significantly reduced satisfaction cents practicing weight control behaviors, QOL measurements refer to individual judg- with life. 346 American Journal of Health Education — November/December 2008, Volume 39, No. 6 Laura Esch and Keith J. Zullig METHODS Table 1. Sample Demographics of Student in Grade 7-8 Sample in the Sample and National Distribution During the spring of 2005, a convenience sample of 245 7th and 8th grade students Characteristic Sample National were selected from two public school dis- Distribution Distribution tricts to participate - as one part of a larger (%) (%) study investigating the test-retest reliability Gender of the 2005 Middle School YRBS (MSYRBS) Male 45.3 51.2 from the CDC.32 Schools were selected to Female 54.7 48.8 participate in the study based on previ- ous work in curriculum deliberation and program evaluation. Each school was given Grade 7 80.9 50.3 $250 to assist with student recruitment. 8 19.1 49.7 Classroom-level sampling was done with second period classes to maximize student eligibility. Table 1 presents the sample demo- Race graphics of the students in this study. The White 93.5 76.7 Non-white 6.5 23.3 sample contained 136 females and 109 males. Most students reported being in 7th grade and the majority of students were of Age white race or ethnicity. The demograph- <11 1.7 3.1 ics of this sample were similar to national 12 to 13 90.9 80.9 distributions in gender and age, but not >14 7.4 16.0 for race or ethnicity or grade per the 2000 U.S. Census Bureau. Specifically, 7th grade students reporting “white” race or ethnicity their children to participate were required Table 2 contains each independent vari- were overrepresented. to sign and return the form, designating able and accompanying frequency counts for Data Collection Procedures active consent to participate. The survey this study. Data from the nationally imple- All data collection procedures were was administered in each school’s audito- mented YRBS reveals a very similar frequen- approved by the referent university’s Hu- rium or cafeteria by trained data collectors cy of youth in grades 9 to 12 engaged in the man Subjects Review Board. Following who emphasized anonymity, privacy, and same surveyed risk variables as the 7th and methods from previous test-retest reliabil- confidentiality. During Time 1, data collec- 8th grade students in this study.36 The only ity studies,33-35 two questionnaire scantrons tors reminded students that they would be significant differences in reports between were coded with the same unique number returning to the school in two weeks to ask high school students and middle school stu- ranging from 1 to 250. Each pair of identi- students to complete a similar question- dents were that a substantial number of high cally numbered scantrons were then placed naire. school males and females reported being into a single large envelope along with Instrumentation overweight, 25.1% of high school males and the MSYRBS instrument and distributed The MSYRBS is a self-reported instru- 38.1% of high school females, and more high to each student participant during Time ment. Four items request demographic in- school females (61%) reported attempting to 1. Each student then removed and used one formation; two items request student’s height lose weight compared to 47.79% of middle scantron. The envelope containing only the and weight; and the remaining items query school females. 36 second identically numbered scantron was students on health risk behaviors. For this Dependent Variable then sealed and signed across the seal by study, seven questions composed the inde- The dependent variable in this study was the student. When survey administrators pendent variables of weight perceptions and measured using one question from the Brief returned for Time 2 (14 days later), students dieting behavior resulting in moderate to Multidimensional Students’ Life Satisfaction received their signed and sealed envelope, substantial reliability [Kappas 51.6-77.3]32 Scale (BMSLSS) querying students about removed the second scantron, and destroyed for middle school students. These seven their overall life satisfaction and contained the envelope. Parent-notification forms were weight perception and dietary behavior the following response options: (1) Terrible; distributed at least seven days in advance of questions were exactly the same as the items (2) Unhappy; (3) Mostly dissatisfied; (4) survey administration. Parents who wanted used on the national high school YRBS.36 Mixed-about equally satisfied and dissatis- American Journal of Health Education — November/December 2008, Volume 39, No. 6 347 Laura Esch and Keith J. Zullig fied; (5) Mostly satisfied; (6) Pleased; and (7) Delighted.24,25 According to Huebner et al., 37 Table 2. Risk Variables and Frequencies the psychometrically sound BMSLSS was de- Risk Variable Males n (%) Females n (%) veloped to measure overall life satisfaction of adolescents across a wide range of ages (ages Self described weight 8-18) and levels of ability, yet be sufficiently About the right weight 26 (23.8) 39 (28.8) brief and cost effective in large scale research Underweight 79 (72.5) 90 (66.1) efforts. The BMSLSS contains one domain Overweight 4 (3.7) 7 (5.1) from the longer 40-item Multidimensional Students’ Life Satisfaction Scale (MSLSS).38 Attempts to control weight The domains are satisfaction with school, Stay the same weight 29 (26.6) 38 (28.0) friends living environment, family, self, and Lose weight 32 (29.3) 65 (47.8) the optional overall life satisfaction item used Gain weight 20 (18.4) 4 (2.9) for this study. Not trying to do anything 28 (25.7) 29 (21.3) Although the other BMSLSS domains were not available for the present study, Exercised to lose weight previous research validating the scale has Yes 61 (56.0) 97 (71.3) shown the overall life satisfaction item to No 48 (44.0) 39 (28.7) correlate highly with the other five pooled BMSLSS domains where between 49-64% Ate less to lose weight of the variance in overall adolescent life Yes 30 (27.5) 71 (52.2) satisfaction reports was explained by the No 79 (72.5) 65 (47.8) other domains.24,25 In addition, the BMSLSS scale alpha coefficient has been reported as Fasted to lose weight .75 among middle and high school students. Yes 8 (7.3) 23 (16.9) 24 Inclusion of the overall life satisfaction No 101 (92.7) 113 (83.1) item raised the alpha coefficient to .85,39 suggesting the overall item is acceptable Used diet pills, powders, or liquids to lose weight for research purposes. Table 3 contains the Yes 6 (5.5) 10 (7.3) frequency counts for the overall life satisfac- No 103 (94.5) 126 (92.7) tion variable. Data Analysis Vomited or used laxatives to lose weight Time 1 survey administrations from each Yes 2 (1.8) 13 (9.6) of the participating schools were combined No 107 (98.2) 123 (90.4) for analysis. Of the 402 students selected to participate in this study, 249 (62%) complet- ed the questionnaire during the first survey administration. Of these 249 students, 98% Table 3. Life Satisfaction Self-Report Frequencies (n = 245) provided complete information on all items. Males Females The seven questions on weight percep- Degree of Life Satisfaction n (%) n (%) tions and dieting behaviors were examined Terrible 4 (3.7) 1 (0.7) through a series of one-way ANOVAs and Unhappy 2 (1.8) 2 (1.5) Tukey Honest Significant Difference (HSD) tests using PCSAS. Overall life satisfaction Mostly Dissatisfied 5 (4.6) 3 (2.2) served as the dependent variable. Effect size Mixed 16 (14.7) 34 (25.0) (ES) was also calculated from the post-hoc Mostly Satisfied 16 (14.7) 29 (21.3) comparisons to determine the magnitude of specific comparisons by dividing the Pleased 26 (23.8) 33 (24.3) mean difference by the pooled standard Delighted 40 (36.7) 34 (25.0) deviation. Effect size values indicate the 348 American Journal of Health Education — November/December 2008, Volume 39, No. 6 Laura Esch and Keith J. Zullig magnitude of observed differences and, in a detected for females who reported eating likely to report dissatisfaction with life. In practical sense, show the size of differences less food or fewer calories to lose weight (F addition, observed effect sizes confirm that between means. Effect sizes of .20, .50, and (1,134) = 6.34, p<.01) (M = 5.08, SD = 1.23) the observed differences are all large and .80 indicate small, medium, and large effects, when compared to females who did not (M = carry practical significance. respectively. 40 Small effect sizes are generally 5.64, SD = 1.32) (ES = 1.14). No significant This was the first study to both examine not conceived as being practically important, findings were detected for males. and demonstrate a relationship between whereas medium and large effects are under- middle school students’ self-reported life Fasted to Lose Weight stood as being important. satisfaction and unhealthful weight per- Significantly reduced life satisfaction was Separate models were created for males ceptions and dieting behaviors. The study detected for females who reported fasting for and females owing to observed differ- supplements prior research supporting a 24 hours or more to lose weight (F (1,134) = ences between males and females in previous significant relationship between life sat- 10.86, p<.001) (M = 4.55, SD = 1.30) when weight perception, dieting behavior, and isfaction, weight perceptions, and dieting compared to females who did not (M = 5.51, life satisfaction research among both high behaviors in both high school students26 and SD = 1.24) (ES = 0.96). Significantly reduced school students26 and college students. 30 college students.30 Examining the common life satisfaction was also detected for males variables of these three studies confirms who reported fasting for 24 hours or more RESULTS an association between life dissatisfaction to lose weight (F (1,108) = 4.14, p<.05) and unhealthful weight perceptions and Self-Described Weight (M = 4.50, SD = 1.20) when compared to poor dieting behaviors, which starts at a Significantly reduced life satisfaction males who did not (M = 5.65, SD = 1.56) young age and continues at least through was detected for females who reported (ES = 4.58). the college years. The relationship appears their weight as overweight (F (2,133) = Used Diet Pills, Powders, or Liquids to become more expansive, encompassing 6.61, p<.001) (M = 3.86, SD = 1.36) when to Lose Weight a greater range of weight perceptions and compared to females who reported being Significantly reduced life satisfaction was dieting behaviors over time. For example, underweight (M = 5.55, SD = 1.19) (ES = detected for females who reported using with increasing age female reports of ad- 3.31) and about the right weight (M = 5.15, diet pills, powders, or liquids to lose weight ditional behaviors, like attempting to lose SD = 1.37) (ES = 2.53). Significantly reduced (F (1,134) = 11.23, p<.001) (M = 4.00, SD weight, vomiting to lose weight, and describ- life satisfaction was also detected for males = 1.22) when compared to females who ing oneself as underweight, become related who reported their weight as overweight (F did not (M = 5.45, SD = 1.25) (ES = 5.80). to life dissatisfaction26,30 and as males age, (2,107) = 4.32, p<.05) (M = 3.33, SD = 1.91) No significant findings were detected for perceptions of being underweight, vomit- when compared to males who reported be- males. ing/using laxatives, and taking diet pills to ing underweight only (M = 5.75, SD = 1.55) Vomited or Used Laxatives lose weight become related to reports of life (ES = 4.75). to Lose Weight dissatisfaction.26,30 Attempts to Control Weight Finally, although a hypothesized trend Related to the above, this study maintains Although a hypothesized trend in re- in reduced life satisfaction was detected as that females are more likely to report poor duced life satisfaction was detected as stu- students reported ‘yes’ and ‘no’ to vomiting dieting behaviors and further supports the dents moved from reporting ‘trying to stay or using laxatives to lose weight, the relation- influence of gender on variation in reported the same’ to ‘lose weight’ to ‘gain weight’ for ship did not achieve statistical significance weight perceptions and dieting behaviors26,30 both males and females, the relationship did for both males and females (F (1,109) = while suggesting that these findings may not not achieve statistical significance for both 0.27, p=.61 and F (1,134) = 3.50, p=.06, be limited to American youth. For instance, males and females (F (2,107) = 0.39, p=.69 respectively). in a study of 11-16 year olds in Portugal, and F (2,133) = 0.91, p=.40, respectively). Portuguese girls reported more dieting than Exercised to Lose Weight DISCUSSION Portuguese boys.27 In the present study, self Again, although a hypothesized trend in This was a cross-sectional study exploring perceptions of being overweight (males and reduced life satisfaction was detected as stu- the association between self-reported overall females), eating less to lose weight (females), dents reported ‘yes’ and ‘no’ to this question, life satisfaction and weight perceptions and fasting for 24 hours or more to lose weight the relationship did not achieve statistical dieting behaviors among a sample of 7th (males and females), and taking diet pills significance for both males and females (F and 8th grade middle school students. Re- (females) were associated with reported (1,109) = 0.00, p=.99 and F (1,134) = 3.18, sults indicated a portion of students in this life dissatisfaction. In a study conducted by p=.07, respectively). sample reported poor weight perceptions, a Neumark-Sztainer,2 the most overweight Ate Less to Lose Weight substantial number practiced risky dieting adolescent females were at the highest risk Significantly reduced life satisfaction was behavior, and that these students were more of practicing extremely unhealthful weight American Journal of Health Education — November/December 2008, Volume 39, No. 6 349 Laura Esch and Keith J. Zullig control behaviors and were more likely dieting behaviors, and life satisfaction. In study, in combination with other discussed to report decreased life satisfaction. The this study, the use of self-reports is sup- literature, is beginning to unfold the nature most underweight and most overweight ported by previous research authenticating and development of disordered eating and males reported the highest number of self-reports for objective data collection and its relationship to life satisfaction levels. This extreme weight control behaviors. In ad- MSYRBS Kappas values showing moderate relationship has now been confirmed in dition, Swallen et al.5 determined an onset reliability and validity.32,41 However, factors middle school students and is shown to con- of weight controlling behaviors in 12-14 like recollection of events, social desir- tinue in high school and through college, but year olds correlated with life dissatisfaction ability, and questionnaire administration available evidence suggests intervention ef- as overweight and obese adolescents were in a peer group setting have the potential forts may be conducted in the middle school significantly more likely to be depressed, to influence the validity of self-reported years or earlier for the greatest impact. have low self-esteem, and function poorly data.42 For example, social desirability may in school and social environments when sway younger students to overestimate traits TRANSLATION TO HEALTH compared to 12-14 year olds with a normal that are deemed desirable while underesti- EDUCATION PRACTICE BMI. These findings further emphasize a mating undesirable health-related traits in In addition to the apparent need for need to acknowledge gender when aiming to self-reports.43 comprehensive disordered eating prevention deter the development of unhealthful weight A second limitation of this study is programs acknowledging gender differences perceptions and poor dieting behaviors in related to the convenience sample used. and parental influences, weight-related mis- adolescents, which can contribute to more However, the validity of this sample’s self perceptions and health problems are also serious disordered eating behaviors and life reports is supported by national high school attributed to underlying cultural, social, and satisfaction issues later in life.17,26,30 data collected by Eaton et al.36 and addi- medical factors. For example, one explana- The combined findings suggest efforts tional studies consistent with this study’s tion for the increase in such weight and diet- to curtail poor weight perceptions and independent variable results. Neumark- ing issues may be correlated with adolescent unhealthful dieting behaviors should con- Sztainer2 determined 56.9% of adolescent weight management education.44 The 2000 centrate on early, concrete life events and females sampled engaged in unhealthful School Health Policies and Program Study influences. A study of 6th, 8th, 9th, and weight control behaviors, such as fasting (SHPPS) assessed the health education 10th grade females identified 9th grade and skipping meals, while another 12.4% policies applied in kindergarten through as the fundamental year when influences of females sampled displayed disordered grade 12. A nationally representative sample on disordered eating shift from concrete eating behaviors, including taking diet pills, provided information on the number of events like menarche and dating status to using laxatives, and vomiting in attempt to schools that offered at least one required more psychological and abstract issues.31 control weight. Weight control behaviors course covering topics and skills related to This may explain why QOL evaluations differed across gender with 32.7% of adoles- nutrition and dietary behaviors.44 actually decline with age as 15-17 year old cent males sampled practicing unhealthful Nationally, 86.9% of all schools covered overweight and obese adolescents were more weight control behaviors and 4.6% reporting the topic “accepting body size differences” likely to be depressed or have low self-esteem disordered eating behaviors.2 Neumark- with 88.5% of elementary schools, 82.9% when compared to younger adolescents.4 Sztainer’s2 frequencies compare to the data of middle/junior high schools, and 87.7% Menarche and dating status predicted simple from the present study in that 69.12% of of senior high schools discussing body size. dieting in 6th and 8th graders, but current adolescent females practiced unhealthful However, the topic of “eating disorders” was body shape predicted dieting participation weight control behaviors, including eating only covered by 51.2% of all schools, includ- in 10th graders.31 Primary caregivers and less or fasting to lose weight, and 16.92% ing 30.1% of elementary schools, 74.2% parents may also contribute to or protect a of females displayed disordered eating of middle/junior high schools, and 90.7% young adolescent from developing negative behaviors of using diet pills or vomiting. of senior high schools. The topic of “risks weight perceptions and dieting behaviors Of the 7th and 8th grade males sampled of unhealthy weight control” was taught with the sort of home environment they in this study, 35.64% reported practicing by 69.2% of all schools, including 57.1% create.2 Teaching parents how to implement unhealthful weight control behaviors and of elementary schools, 81.1% of middle/ and practice healthy eating behaviors and 7.33% reported disordered eating behaviors. junior high schools, and 94.2% of senior abstain from openly dieting, encouraging di- Still, this sample may not be considered high schools.44 It may be suggested that ad- eting, or focusing on weight can help prevent representative of the national geographic ditional attention also be given to advancing disordered eating in adolescents.17 population, particularly with ethnicity and the 57.4% of all schools currently teaching Limitations age characteristics. the skill “resisting peer pressure related to The MSYRBS relies on self-reports to Finally, a cross-sectional study design unhealthy dietary behavior.” obtain measurements of weight perceptions, does not imply causality. 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Klesges LM, Baranowski T, Beech B, et al. kids: the efficacy of a Health Promoting Schools scale with a high school sample. J Happiness Stud. Social desirability bias in self-reported dietary, approach to increasing consumption of fruit 2006; 7: 41-54. physical activity and weight concerns measures in and water in Australia. Health Promot Int. 2007; 40. Cohen J. Statistical Power Analysis for 8- to 10-year-old African-American girls: results 22:218-226. the Behavioral Sciences. Hillsdale, NJ: Lawrence from the girls health enrichment multisite studies 47. Becker AE, Thomas JJ, Franko DL, et al. Earlbaum Associates; 1988. (GEMS). Prev Med. 2004;38(l):78-87. Disclosure patterns of eating and weight concerns 41. Palmer R F. Construct validity in health 44. Kann L, Brenner N, Allensworth D. to clinicians, educational professionals, family, behavior research: Interpreting latent variable Health education: results from the school health and peers. 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