Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Original Article
  • Published:

Epidemiology and Population Health

The academic penalty for gaining weight: a longitudinal, change-in-change analysis of BMI and perceived academic ability in middle school students

Abstract

Background/Objectives:

Worse educational outcomes for obese children regardless of academic ability may begin early in the life course. This study tested whether an increase in children’s relative weight predicted lower teacher- and child-perceived academic ability even after adjusting for standardized test scores.

Subjects/Methods:

Three thousand three hundred and sixty-two children participating in the Early Childhood Longitudinal Study–Kindergarten Cohort were studied longitudinally from fifth to eighth grade. Heights, weights, standardized test scores in maths and reading, and teacher and self-ratings of ability in maths and reading were measured at each wave. Longitudinal, within-child linear regression models estimated the impact of a change in body mass index (BMI) z-score on change in normalized teacher and student ratings of ability in reading and maths, adjusting for test score.

Results:

A change in BMI z-score from fifth to eighth grade was not independently associated with a change in standardized test scores. However, adjusting for standardized test scores, an increasing BMI z-score was associated with significant reductions in teacher’s perceptions of girls’ ability in reading (−0.12, 95% confidence interval (CI): −0.23, −0.03, P=0.03) and boys’ ability in math (−0.30, 95% CI: −0.43, −0.17, P<0.001). Among children who were overweight at fifth grade and increased in BMI z-score, there were even larger reductions in teacher ratings for boys’ reading ability (−0.37, 95% CI: −0.71, −0.03, P=0.03) and in girls’ self-ratings of maths ability (−0.47, 95% CI: −0.83, −0.11, P=0.01).

Conclusions:

From fifth to eighth grade, increase in BMI z-score was significantly associated with worsening teacher perceptions of academic ability for both boys and girls, regardless of objectively measured ability (standardized test scores). Future research should examine potential interventions to reduce bias and promote positive school climate.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Similar content being viewed by others

References

  1. Lynch J, Kaplan G Socioeconomic position In: Kawachi I, Berkman LF (eds), Social Epidemiology. Oxford University Press: New York, 2000; 13–35.

    Google Scholar 

  2. Stringhini S, Sabia S, Shipley M, Brunner E, Nabi H, Kivimaki M et al. Association of socioeconomic position with health behaviors and mortality. JAMA 2010; 303: 1159–1166.

    Article  CAS  Google Scholar 

  3. Wang Y, Beydoun MA . The obesity epidemic in the United States—gender, age, socioeconomic, racial/ethnic, and geographic characteristics: a systematic review and meta-regression analysis. Epidemiol Rev 2007; 29: 6–28.

    Article  CAS  Google Scholar 

  4. Ball K, Crawford D . Socioeconomic status and weight change in adults: a review. Soc Sci Med 2005; 60: 1987–2000.

    Article  Google Scholar 

  5. Puhl RM, Heuer CA . The stigma of obesity: a review and update. Obesity 2009; 17: 941–964.

    Article  Google Scholar 

  6. Cawley J . The impact of obesity on wages. J Hum Resources 2004; 39: 451–474.

    Article  Google Scholar 

  7. Gortmaker SL, Must A, Perrin JM, Sobol AM, Dietz WH . Social and economic consequences of overweight in adolescence and young childhood. N Engl J Med 1993; 329: 1008–1012.

    Article  CAS  Google Scholar 

  8. Giel KE, Zipfel S, Alizadeh M, Schaffeler N, Zahn C, Wessel D et al. Stigmatization of obese individuals by human resources professionals: an experimental study. BMC Public Health 2012; 12: 525.

    Article  Google Scholar 

  9. Falkner NH, Neumark-Sztainer D, Story M, Jeffery RW, Beuhring T, Resnick MD . Social, educational, and psychological correlates of weight status in adolescents. Obes Res 2001; 9: 32–42.

    Article  CAS  Google Scholar 

  10. Israel AC, Ivanova MY . Global and dimension self-esteem in preadolescent and early adolescent children who are overweight: age and gender differences. Int J Eat Disord 2002; 31: 424–429.

    Article  Google Scholar 

  11. Davison KK, Markey CN, Birch LL . A longitudinal examination of patterns in girls’ weight concerns and body dissatisfaction from ages 5 to 9 years. Int J Eat Disord 2003; 33: 320–332.

    Article  Google Scholar 

  12. Puhl RM, Latner JD . Stigma, obesity, and the health of the nation’s children. Psychol Bull 2007; 133: 557–580.

    Article  Google Scholar 

  13. Puhl R, Brownell KD . Psychosocial origins of obesity stigma: toward changing a powerful and pervasive bias. Obes Rev 2003; 4: 213–227.

    Article  CAS  Google Scholar 

  14. Schvey NA, Puhl RM, Brownell KD . The impact of weight stigma on caloric consumption. Obesity (Silver Spring) 2011; 19: 1957–1962.

    Article  Google Scholar 

  15. Puhl RM, Luedicke J . Weight-based victimization among adolescents in the school setting: emotional reactions and coping behaviors. J Youth Adolesc 2012; 41: 27–40.

    Article  Google Scholar 

  16. Puhl RM, Brownell KD . Confronting and coping with weight stigma: an investigation of overweight and obese adults. Obesity 2006; 14: 1802–1815.

    Article  Google Scholar 

  17. Andreyeva T, Puhl RM, Brownell KD . Changes in perceived weight discrimination among Americans: 1995–1996 through 2004–2006. Obesity (Silver Spring) 2008;; 16: 1129–1134.

    Article  Google Scholar 

  18. Griffiths LJ, Wolke D, Page AS, Horwood JP . Obesity and bullying: different effects of boys and girls. Arch Dis Child 2006; 91: 121–125.

    Article  CAS  Google Scholar 

  19. Neumark-Sztainer D, Falkner N, Story M, Perry C, Hannan PJ, Mulert S . Weight-teasing among adolescents: correlations with weight status and disordered eating behaviors. Int J Obes Relat Metab Disord 2002; 26: 123–131.

    Article  CAS  Google Scholar 

  20. O’Brien KS, Hunter JA, Banks M . Implicit anti-fat bias in physical educators: physical attributes, ideology and socialization. Int J Obes (Lond) 2007; 31: 308–314.

    Article  Google Scholar 

  21. Greenleaf C, Weiller K . Perceptions of youth obesity among physical educators. SocPsychol Educ 2005; 8: 407–423.

    Google Scholar 

  22. Crandall CS . Do parents discriminate against their heavyweight daughters? Pers Soc Psychol Bull 1995; 21: 724–735.

    Article  Google Scholar 

  23. Neumark-Sztainer D, Story M, Harris T . Beliefs and attitudes about obesity among teachers and school health care providers working with adolescents. J Nutr Ed Behav 1999; 31: 3–9.

    Article  Google Scholar 

  24. Kaestner R, Grossman M . Effects of weight on children’s achievement. Econ Educ Rev 2009; 28: 651–661.

    Article  Google Scholar 

  25. Veldwijk J, Fries MCE, Bemelmans WJE, Haveman-Nies A, Smit HA, Koppelman GH et al. Overweight and school performance among primary school children: the PIAMA birth cohort study. Obesity 2012; 20: 590–596.

    Article  Google Scholar 

  26. Datar A, Sturm R, Magnabosco JL . Childhood overweight and academic performance: national study of kindergartners and first-graders. Obes Res 2004; 12: 58–68.

    Article  Google Scholar 

  27. Datar A, Sturm R . Childhood overweight and elementary school outcomes. Int J Obes 2006; 30: 1449–1460.

    Article  CAS  Google Scholar 

  28. Shore SM, Sachs ML, Lidicker JR, Brett SN, Wright AR, Libonati JR . Decreased scholastic achievement in overweight middle school students. Obesity 2008; 16: 1535–1538.

    Article  Google Scholar 

  29. Huang TTK, Goran MI, Spruijt-Metz D . Associations of adiposity with measured and self-reported academic performance in early adolescence. Obesity 2006; 14: 1839–1845.

    Article  Google Scholar 

  30. MacCann C, Roberts RD . Just as smart but not as successful: obese students obtain lower school grades but equivalent test scores to nonobese students. Int J Obes (Lond) 2013; 37: 40–46.

    Article  CAS  Google Scholar 

  31. Zavodny M . Does weight affect children’s test scores and teacher assessments differently? Eco Educ Rev 2013; 34: 135–145.

    Article  Google Scholar 

  32. Hinnant JB, O’Brien M, Ghazarian SR . The longitudinal relations of teacher expectations to achievement in the early school years. J Educ Psychol 2009; 101: 662–670.

    Article  Google Scholar 

  33. Steele CM, Aronson J . Stereotype threat and the intellectual test performance of African Americans. J Pers Soc Psychol. 1995; 69: 797–811.

    Article  CAS  Google Scholar 

  34. Rydell RJ, Rydell MT, Boucher KL . The effect of negative performance stereotypes on learning. J Pers Soc Psychol 2010; 99: 883–896.

    Article  Google Scholar 

  35. McKown C, Gregory A, Weinstein RS . Expectations, stereotypes, and self-fulfilling prophecies in classroom and school life. In Handbook of Research on Schools, Schooling, and Human Development New York: Routledge 2010, p 256.

  36. Jimerson S, Egeland B, Teo A . A longitudinal study of achievement trajectories: factors associated with change. J Educ Psychol 1999; 91: 116–126.

    Article  Google Scholar 

  37. Boyce WT, Essex MJ, Woodward HR, Measelle JR, Ablow JC, Kupfer DJ et al. The confluence of mental, physical, social, and academic difficulties in middle childhood. I: exploring the headwaters of early life morbidities. J Am Acad Child Adolesc Psychiatry 2002; 41: 580–587.

    Article  Google Scholar 

  38. Centers for Disease Control and Prevention. Growth Charts. Accessed 5/15/13 at: http://www.cdc.gov/growthcharts/cdc_charts.htm.

  39. Rossen LM, Schoendorf KC . Measuring health disparities: trends in racial-ethnic and socioeconomic disparities in obesity among 2- to 18-year old youth in the United States, 2001-2010. Ann Epidemiol 2012; 22: 698–704.

    Article  Google Scholar 

  40. Kao G, Thompson J . Racial and ethnic stratification in educational achievement and attainment. Annu Rev Sociol 2003; 29: 417–442.

    Article  Google Scholar 

  41. Moore LL, Gao D, Bradlee ML, Cupples LA, Sundarajan-Ramamurti A, Proctor MH et al. Does early physical activity predict body fat change throughout childhood? Prev Med 2003; 37: 10–17.

    Article  Google Scholar 

  42. Coe DP, Pivarnik JM, Womack CJ, Reeves MJ, Malina RM . Effect of physical education and activity levels on academic achievement in children. Med Sci Sports Exerc 2006; 38: 1515–1519.

    Article  Google Scholar 

  43. Tremblay MS, LeBlanc AG, Kho ME, Saunders TJ, Larouche R, Colley RC et al. Systematic review of sedentary behaviour and health indicators in school-aged children and youth. Int J Behav Nutr Phys Act 2011; 8: 98.

    Article  Google Scholar 

  44. Wang L, Anderson JL, Dalton Iii WT, Wu T, Liu X, Zheng S et al. Maternal depressive symptoms and the risk of overweight in their children. Matern Child Health J 2012; 17: 940–948.

    Article  Google Scholar 

  45. Chen AY, Escarce JJ . Family structure and childhood obesity, Early Childhood Longitudinal Study - Kindergarten Cohort. Prev Chronic Dis 2010; 7: A50.

    PubMed  PubMed Central  Google Scholar 

  46. Birch LL, Davison KK . Family environmental factors influencing the developing behavioral controls of food intake and childhood overweight. Pediatr Clin North Am 2001; 48: 893–907.

    Article  CAS  Google Scholar 

  47. Crosnoe R, Cavanagh SE . Families with children and adolescents: a review, critique, and future agenda. J Marriage Family 2010; 72: 594–611.

    Article  Google Scholar 

  48. Tourangeau K, Nord C, Le T, Sorongon AG, Najarian M . Early Childhood Longitudinal Study, Kindergarten Class of 1998-199 (ECLS-K), Combined User’s Manual for the ECLS-K Eighth-Grade and K-8 Full Sample Data Files and Electronic Codebooks (NCES 2009-004). National Center for Education Statistics, Institute of Education Sciences, U.S. Department of Education: Washington, DC, 2009.

    Google Scholar 

  49. Allison P . Fixed Effects Regression Methods for Longitudinal Data Using SAS. SAS Institute: Cary, NC, 2005.

    Google Scholar 

  50. Austin SB, Haines J, Veugelers PJ . Body satisfaction and body weight: gender differences and socioeconomic determinants. BMC Public Health 2009; 9: 313.

    Article  Google Scholar 

  51. Logan S, Johnston R . Gender differences in reading ability and attitudes: examining where these differences lie. J Res Read 2009; 32: 199–214.

    Article  Google Scholar 

  52. Cvencek D, Meltzoff AN, Greenwald AG . Math-gender stereotypes in elementary school children. Child Dev 2011; 82: 766–779.

    Article  Google Scholar 

  53. Shackleton NL, Campbell T . Are teachers’ judgements of pupils’ ability influenced by body shape? Int J Obes (Lond) 2014; 38: 520–524.

    Article  CAS  Google Scholar 

  54. Crosnoe R, Muller C . Body mass index, academic achievement, and school context: examining the educational experiences of adolescents at risk of obesity. J Health Soc Behav 2004; 45: 393–407.

    Article  Google Scholar 

  55. Diedrichs PC, Barlow FK . How to lose weight bias fast! Evaluating a brief anti-weight bias intervention. Br J Health Psychol 2011; 16: 846–861.

    Article  Google Scholar 

  56. Swift JA, Tischler V, Markham S, Gunning I, Glacebrook C, Beer C et al. Are anti-stigma films a useful strategy for reducing weight bias among trainee healthcare professionals? Results of a pilot randomized control trial. Obes Facts 2013; 6: 91–102.

    Article  Google Scholar 

Download references

Acknowledgements

ELK, SLG and KKD received no external support for this work. SBA was supported by the Maternal and Child Health Bureau, Health Resources and Services Administration, training grants MC00001 and Leadership Education in Adolescent Health Project 6T71-MC00009.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to E L Kenney.

Ethics declarations

Competing interests

The authors declare no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kenney, E., Gortmaker, S., Davison, K. et al. The academic penalty for gaining weight: a longitudinal, change-in-change analysis of BMI and perceived academic ability in middle school students. Int J Obes 39, 1408–1413 (2015). https://doi.org/10.1038/ijo.2015.88

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/ijo.2015.88

This article is cited by

Search

Quick links