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Published in: BMC Public Health 1/2014

Open Access 01-12-2014 | Research article

Changes in family income status and the development of overweight and obesity from 2 to 15 years: a longitudinal study

Authors: Margaret M Demment, Jere D Haas, Christine M Olson

Published in: BMC Public Health | Issue 1/2014

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Abstract

Background

An emerging body of research suggests the trajectory of a family’s income affects children’s health and development more profoundly than the often-measured income at a single time point. The purpose of this study was to examine the associations between changes in family income status, early-life risk factors, and body mass index (BMI) z-score trajectory from age 2 to 15 years.

Methods

This longitudinal study employed a birth cohort (n = 595) located in a rural region of New York State. Data were collected through an audit of medical records and mailed questionnaires. Family low-income and BMI z-score trajectories were identified using latent-class modeling techniques that group children based on similar trends across time. We examined five early-life risk factors in relation to income and BMI z-score trajectories: maternal overweight/obesity, maternal gestational weight gain, maternal smoking during pregnancy, breastfeeding duration, and early-life weight gain trajectory. We used multinomial logistic regression models to estimate the odds of being in a BMI z-score trajectory group based on income trajectory and early-life risk factors.

Results

Children who remain low-income throughout childhood were more likely to maintain overweight (AOR = 2.55, 95% CI = 1.03, 5.42) and children who moved into low-income during childhood were more likely to be obese (AOR = 2.36, 95% CI = 1.12, 5.93) compared to children who were never low-income. Maternal overweight/obesity was significantly associated with a child become obese (AOR = 8.31, 95% CI = 3.80, 18.20), become overweight (AOR = 2.37, 95% CI = 1.34, 4.22), and stay overweight (AOR = 1.79, 95% CI = 1.02, 3.14). Excessive gestational weight gain was associated with increased likelihood of a child becoming overweight trajectory (AOR = 2.01, 95% CI = 1.01, 4.00).

Conclusions

Our findings further supports the growing evidence that there are several preventable early-life risk factors that could be targeted for intervention. This study provides new evidence that remaining in low-income and moving into low-income increases risk for adolescent overweight and obesity.
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Literature
1.
go back to reference Singh GK, Siahpush M, Kogan MD: Rising social inequalities in US childhood obesity, 2003–2007. Ann Epidemiol. 2010, 20: 40-52.CrossRefPubMed Singh GK, Siahpush M, Kogan MD: Rising social inequalities in US childhood obesity, 2003–2007. Ann Epidemiol. 2010, 20: 40-52.CrossRefPubMed
2.
go back to reference Gordon-Larsen P, Adair LS, Popkin BM: The relationship of ethnicity, socioeconomic factors, and overweight in US adolescents. Obes Res. 2003, 11: 121-129. 10.1038/oby.2003.20.CrossRefPubMed Gordon-Larsen P, Adair LS, Popkin BM: The relationship of ethnicity, socioeconomic factors, and overweight in US adolescents. Obes Res. 2003, 11: 121-129. 10.1038/oby.2003.20.CrossRefPubMed
3.
go back to reference Wang Y, Zhang Q: Are American children and adolescents of low socioeconomic status at increased risk of obesity? Changes in the association between overweight and family income between 1971 and 2002. Am J Clin Nutr. 2006, 84: 707-716.PubMed Wang Y, Zhang Q: Are American children and adolescents of low socioeconomic status at increased risk of obesity? Changes in the association between overweight and family income between 1971 and 2002. Am J Clin Nutr. 2006, 84: 707-716.PubMed
4.
go back to reference Duncan GJ, Ziol-Guest KM, Kalil A: Early-childhood poverty and adult attainment, behavior, and health. Child Dev. 2010, 81: 306-325. 10.1111/j.1467-8624.2009.01396.x.CrossRefPubMed Duncan GJ, Ziol-Guest KM, Kalil A: Early-childhood poverty and adult attainment, behavior, and health. Child Dev. 2010, 81: 306-325. 10.1111/j.1467-8624.2009.01396.x.CrossRefPubMed
5.
go back to reference Moore KA, Glei DA, Driscoll AK, Zaslow MJ, Redd Z: Poverty and welfare patterns: implications for children. J Soc Policy. 2002, 31: 207-227.CrossRef Moore KA, Glei DA, Driscoll AK, Zaslow MJ, Redd Z: Poverty and welfare patterns: implications for children. J Soc Policy. 2002, 31: 207-227.CrossRef
6.
go back to reference Dearing E, McCartney K, Taylor BA: Change in family income-to-needs matters more for children with less. Child Dev. 2001, 72: 1779-1793. 10.1111/1467-8624.00378.CrossRefPubMed Dearing E, McCartney K, Taylor BA: Change in family income-to-needs matters more for children with less. Child Dev. 2001, 72: 1779-1793. 10.1111/1467-8624.00378.CrossRefPubMed
7.
go back to reference Rank MR, Hirschl TA: Rags or riches? Estimating the probabilities of poverty and affluence across the adult American life span. Soc Sci Q. 2001, 82: 651-669. 10.1111/0038-4941.00049.CrossRef Rank MR, Hirschl TA: Rags or riches? Estimating the probabilities of poverty and affluence across the adult American life span. Soc Sci Q. 2001, 82: 651-669. 10.1111/0038-4941.00049.CrossRef
8.
go back to reference Wethington E: An overview of the life course perspective: implications for health and nutrition. J Nutr Educ Behav. 2005, 37: 115-120. 10.1016/S1499-4046(06)60265-0.CrossRefPubMed Wethington E: An overview of the life course perspective: implications for health and nutrition. J Nutr Educ Behav. 2005, 37: 115-120. 10.1016/S1499-4046(06)60265-0.CrossRefPubMed
9.
go back to reference Scharoun-Lee M, Kaufman JS, Popkin BM, Gordon-Larsen P: Obesity, race/ethnicity and life course socioeconomic status across the transition from adolescence to adulthood. J Epidemiol Community Health. 2009, 63: 133-139.CrossRefPubMed Scharoun-Lee M, Kaufman JS, Popkin BM, Gordon-Larsen P: Obesity, race/ethnicity and life course socioeconomic status across the transition from adolescence to adulthood. J Epidemiol Community Health. 2009, 63: 133-139.CrossRefPubMed
10.
go back to reference Olson CM, Bove CF, Miller EO: Growing up poor: long-term implications for eating patterns and body weight. Appetite. 2007, 49: 198-207. 10.1016/j.appet.2007.01.012.CrossRefPubMed Olson CM, Bove CF, Miller EO: Growing up poor: long-term implications for eating patterns and body weight. Appetite. 2007, 49: 198-207. 10.1016/j.appet.2007.01.012.CrossRefPubMed
11.
go back to reference Goldblatt PB, Moore ME, Stunkard AJ: Social factors of obesity. JAMA. 1965, 192: 1039-1044. 10.1001/jama.1965.03080250017004.CrossRefPubMed Goldblatt PB, Moore ME, Stunkard AJ: Social factors of obesity. JAMA. 1965, 192: 1039-1044. 10.1001/jama.1965.03080250017004.CrossRefPubMed
12.
go back to reference Laaksonen M, Sarlio-Lahteenkorva S, Lahelma E: Multiple dimensions of socioeconomic position and obesity among employees: the Helsinki Health Study [ast][ast]. Obesity. 2004, 12: 1851-1858. 10.1038/oby.2004.230.CrossRef Laaksonen M, Sarlio-Lahteenkorva S, Lahelma E: Multiple dimensions of socioeconomic position and obesity among employees: the Helsinki Health Study [ast][ast]. Obesity. 2004, 12: 1851-1858. 10.1038/oby.2004.230.CrossRef
13.
go back to reference Langenberg C, Hardy R, Kuh D, Brunner E, Wadsworth M: Central and total obesity in middle aged men and women in relation to lifetime socioeconomic status: evidence from a national birth cohort. J Epidemiol Community Health. 2003, 57: 816-822. 10.1136/jech.57.10.816.CrossRefPubMedPubMedCentral Langenberg C, Hardy R, Kuh D, Brunner E, Wadsworth M: Central and total obesity in middle aged men and women in relation to lifetime socioeconomic status: evidence from a national birth cohort. J Epidemiol Community Health. 2003, 57: 816-822. 10.1136/jech.57.10.816.CrossRefPubMedPubMedCentral
14.
go back to reference Lissau I, Sorensen TIA, Lissau I: Parental neglect during childhood and increased risk of obesity in young adulthood. Lancet. 1994, 343: 324-327. 10.1016/S0140-6736(94)91163-0.CrossRefPubMed Lissau I, Sorensen TIA, Lissau I: Parental neglect during childhood and increased risk of obesity in young adulthood. Lancet. 1994, 343: 324-327. 10.1016/S0140-6736(94)91163-0.CrossRefPubMed
15.
go back to reference Poulton R, Caspi A, Milne B, Thomson W, Taylor A, Sears M, Moffitt T: Association between children’s experience of socioeconomic disadvantage and adult health: a life-course study. Lancet. 2002, 360: 1640-1645. 10.1016/S0140-6736(02)11602-3.CrossRefPubMedPubMedCentral Poulton R, Caspi A, Milne B, Thomson W, Taylor A, Sears M, Moffitt T: Association between children’s experience of socioeconomic disadvantage and adult health: a life-course study. Lancet. 2002, 360: 1640-1645. 10.1016/S0140-6736(02)11602-3.CrossRefPubMedPubMedCentral
16.
go back to reference Power C, Graham H, Due P, Hallqvist J, Joung I, Kuh D, Lynch J: The contribution of childhood and adult socioeconomic position to adult obesity and smoking behaviour: an international comparison. Int J Epidemiol. 2005, 34: 335-344. 10.1093/ije/dyh394.CrossRefPubMed Power C, Graham H, Due P, Hallqvist J, Joung I, Kuh D, Lynch J: The contribution of childhood and adult socioeconomic position to adult obesity and smoking behaviour: an international comparison. Int J Epidemiol. 2005, 34: 335-344. 10.1093/ije/dyh394.CrossRefPubMed
17.
go back to reference Power C, Manor O, Matthews S: Child to adult socioeconomic conditions and obesity in a national cohort. Int J Obes Relat Metab Disord. 2003, 27: 1081-1086. 10.1038/sj.ijo.0802323.CrossRefPubMed Power C, Manor O, Matthews S: Child to adult socioeconomic conditions and obesity in a national cohort. Int J Obes Relat Metab Disord. 2003, 27: 1081-1086. 10.1038/sj.ijo.0802323.CrossRefPubMed
18.
go back to reference Wells NM, Evans GW, Beavis A, Ong AD: Early childhood poverty, cumulative risk exposure, and body mass index trajectories through young adulthood. Am J Public Health. 2010, 100: 2507-2512. 10.2105/AJPH.2009.184291.CrossRefPubMedPubMedCentral Wells NM, Evans GW, Beavis A, Ong AD: Early childhood poverty, cumulative risk exposure, and body mass index trajectories through young adulthood. Am J Public Health. 2010, 100: 2507-2512. 10.2105/AJPH.2009.184291.CrossRefPubMedPubMedCentral
19.
go back to reference Lee H, Harris KM, Gordon-Larsen P: Life course perspectives on the links between poverty and obesity during the transition to young adulthood. Popul Res Policy Rev. 2009, 28: 505-532. 10.1007/s11113-008-9115-4.CrossRefPubMedPubMedCentral Lee H, Harris KM, Gordon-Larsen P: Life course perspectives on the links between poverty and obesity during the transition to young adulthood. Popul Res Policy Rev. 2009, 28: 505-532. 10.1007/s11113-008-9115-4.CrossRefPubMedPubMedCentral
20.
go back to reference Kendzor DE, Caughy MO, Owen MT: Family income trajectory during childhood is associated with adiposity in adolescence: a latent class growth analysis. BMC Public Health. 2012, 12: 611-10.1186/1471-2458-12-611.CrossRefPubMedPubMedCentral Kendzor DE, Caughy MO, Owen MT: Family income trajectory during childhood is associated with adiposity in adolescence: a latent class growth analysis. BMC Public Health. 2012, 12: 611-10.1186/1471-2458-12-611.CrossRefPubMedPubMedCentral
21.
go back to reference Hallal PC, Clark VL, Assunção MC, Araújo CLP, Gonçalves H, Menezes AMB, Barros FC: Socioeconomic trajectories from birth to adolescence and risk factors for non-communicable disease: prospective analyses. J Adolesc Health. 2012, 51: S32-S37. 10.1016/j.jadohealth.2012.06.022.CrossRefPubMedPubMedCentral Hallal PC, Clark VL, Assunção MC, Araújo CLP, Gonçalves H, Menezes AMB, Barros FC: Socioeconomic trajectories from birth to adolescence and risk factors for non-communicable disease: prospective analyses. J Adolesc Health. 2012, 51: S32-S37. 10.1016/j.jadohealth.2012.06.022.CrossRefPubMedPubMedCentral
22.
go back to reference Pryor LE, Tremblay RE, Boivin M, Touchette E, Dubois L, Genolini C, Liu X, Falissard B, Côté SM: Developmental trajectories of body mass index in early childhood and their risk factors: an 8-year longitudinal study. Arch Pediatr Adolesc Med. 2011, 165: 906-912. 10.1001/archpediatrics.2011.153.CrossRefPubMed Pryor LE, Tremblay RE, Boivin M, Touchette E, Dubois L, Genolini C, Liu X, Falissard B, Côté SM: Developmental trajectories of body mass index in early childhood and their risk factors: an 8-year longitudinal study. Arch Pediatr Adolesc Med. 2011, 165: 906-912. 10.1001/archpediatrics.2011.153.CrossRefPubMed
23.
go back to reference Li C, Goran MI, Kaur H, Nollen N, Ahluwalia JS: Developmental trajectories of overweight during childhood: role of early life factors. Obesity (Silver Spring). 2007, 15: 760-771. 10.1038/oby.2007.585.CrossRef Li C, Goran MI, Kaur H, Nollen N, Ahluwalia JS: Developmental trajectories of overweight during childhood: role of early life factors. Obesity (Silver Spring). 2007, 15: 760-771. 10.1038/oby.2007.585.CrossRef
24.
25.
go back to reference Oken E: Maternal and child obesity: the causal link. Obstet Gynecol Clin North Am. 2009, 36: 361-377. 10.1016/j.ogc.2009.03.007. ix–xCrossRefPubMed Oken E: Maternal and child obesity: the causal link. Obstet Gynecol Clin North Am. 2009, 36: 361-377. 10.1016/j.ogc.2009.03.007. ix–xCrossRefPubMed
26.
go back to reference Gillman MW, Rifas-Shiman SL, Camargo CA, Berkey CS, Frazier AL, Rockett HRH, Field AE, Colditz GA: Risk of overweight among adolescents who were breastfed as infants. JAMA. 2001, 285: 2461-2467. 10.1001/jama.285.19.2461.CrossRefPubMed Gillman MW, Rifas-Shiman SL, Camargo CA, Berkey CS, Frazier AL, Rockett HRH, Field AE, Colditz GA: Risk of overweight among adolescents who were breastfed as infants. JAMA. 2001, 285: 2461-2467. 10.1001/jama.285.19.2461.CrossRefPubMed
27.
go back to reference Hediger ML, Overpeck MD, Kuczmarski RJ, Ruan WJ: Association between infant breastfeeding and overweight in young children. JAMA. 2001, 285: 2453-2460. 10.1001/jama.285.19.2453.CrossRefPubMed Hediger ML, Overpeck MD, Kuczmarski RJ, Ruan WJ: Association between infant breastfeeding and overweight in young children. JAMA. 2001, 285: 2453-2460. 10.1001/jama.285.19.2453.CrossRefPubMed
28.
go back to reference Toschke AM, Martin RM, Von Kries R, Wells J, Davey Smith G, Ness AR: Infant feeding method and obesity: body mass index and dual-energy X-Ray absorptiometry measurements at 9–10 Y of Age from the Avon Longitudinal Study of Parents and Children (ALSPAC). Am J Clin Nutr. 2007, 85: 1578-1585.PubMed Toschke AM, Martin RM, Von Kries R, Wells J, Davey Smith G, Ness AR: Infant feeding method and obesity: body mass index and dual-energy X-Ray absorptiometry measurements at 9–10 Y of Age from the Avon Longitudinal Study of Parents and Children (ALSPAC). Am J Clin Nutr. 2007, 85: 1578-1585.PubMed
29.
go back to reference Howe LD, Matijasevich A, Tilling K, Brion M-J, Leary SD, Davey Smith G, Lawlor DA: Maternal smoking during pregnancy and offspring trajectories of height and adiposity: comparing maternal and paternal associations. Int J Epidemiol. 2012, 41 (3): 722-732. 10.1093/ije/dys025.CrossRefPubMedPubMedCentral Howe LD, Matijasevich A, Tilling K, Brion M-J, Leary SD, Davey Smith G, Lawlor DA: Maternal smoking during pregnancy and offspring trajectories of height and adiposity: comparing maternal and paternal associations. Int J Epidemiol. 2012, 41 (3): 722-732. 10.1093/ije/dys025.CrossRefPubMedPubMedCentral
30.
go back to reference Baird J: Being big or growing fast: systematic review of size and growth in infancy and later obesity. BMJ. 2005, 331: 929-10.1136/bmj.38586.411273.E0.CrossRefPubMedPubMedCentral Baird J: Being big or growing fast: systematic review of size and growth in infancy and later obesity. BMJ. 2005, 331: 929-10.1136/bmj.38586.411273.E0.CrossRefPubMedPubMedCentral
31.
go back to reference Kendall A, Olson CM, Frongillo EA: Evaluation of psychological measures for understanding weight-related behaviors in pregnant women. Ann Behav Med. 2001, 23: 50-58. 10.1207/S15324796ABM2301_8.CrossRefPubMed Kendall A, Olson CM, Frongillo EA: Evaluation of psychological measures for understanding weight-related behaviors in pregnant women. Ann Behav Med. 2001, 23: 50-58. 10.1207/S15324796ABM2301_8.CrossRefPubMed
32.
go back to reference Olson C: Bassett mothers health project: descriptive statistics. 1999 Olson C: Bassett mothers health project: descriptive statistics. 1999
34.
go back to reference Olson CM, Strawderman MS, Dennison BA: Maternal weight gain during pregnancy and child weight at age 3 years. Matern Child Health J. 2009, 13: 839-846. 10.1007/s10995-008-0413-6.CrossRefPubMed Olson CM, Strawderman MS, Dennison BA: Maternal weight gain during pregnancy and child weight at age 3 years. Matern Child Health J. 2009, 13: 839-846. 10.1007/s10995-008-0413-6.CrossRefPubMed
36.
go back to reference Jones BL, Nagin DS, Roeder K: A SAS procedure based on mixture models for estimating developmental trajectories. Sociol Methods Res. 2001, 29: 374-393. 10.1177/0049124101029003005.CrossRef Jones BL, Nagin DS, Roeder K: A SAS procedure based on mixture models for estimating developmental trajectories. Sociol Methods Res. 2001, 29: 374-393. 10.1177/0049124101029003005.CrossRef
37.
go back to reference Nagin DS: Group-Based Modeling of Development. 2005, Cambridge, MA: Harvard University PressCrossRef Nagin DS: Group-Based Modeling of Development. 2005, Cambridge, MA: Harvard University PressCrossRef
38.
go back to reference Henson JM, Reise SP, Kim KH: Detecting mixtures from structural model differences using latent variable mixture modeling: a comparison of relative model fit statistics. Struct Equation Model Multidisc J. 2007, 14: 202-226. 10.1080/10705510709336744.CrossRef Henson JM, Reise SP, Kim KH: Detecting mixtures from structural model differences using latent variable mixture modeling: a comparison of relative model fit statistics. Struct Equation Model Multidisc J. 2007, 14: 202-226. 10.1080/10705510709336744.CrossRef
39.
go back to reference Nagin DS, Odgers CL: Group-based trajectory modeling in clinical research. Annu Rev Clin Psychol. 2010, 6: 109-138. 10.1146/annurev.clinpsy.121208.131413.CrossRefPubMed Nagin DS, Odgers CL: Group-based trajectory modeling in clinical research. Annu Rev Clin Psychol. 2010, 6: 109-138. 10.1146/annurev.clinpsy.121208.131413.CrossRefPubMed
40.
go back to reference Hayes AF: Introduction to mediation, moderation, and conditional process analysis a regression-based approach. 2013, New York: The Guilford Press Hayes AF: Introduction to mediation, moderation, and conditional process analysis a regression-based approach. 2013, New York: The Guilford Press
41.
go back to reference van Buuren S: Multiple imputation of discrete and continuous data by fully conditional specification. Stat Methods Med Res. 2007, 16: 219-242. 10.1177/0962280206074463.CrossRefPubMed van Buuren S: Multiple imputation of discrete and continuous data by fully conditional specification. Stat Methods Med Res. 2007, 16: 219-242. 10.1177/0962280206074463.CrossRefPubMed
42.
go back to reference Adler NE, Stewart J: Health disparities across the lifespan: meaning, methods, and mechanisms. Ann N Y Acad Sci. 2010, 1186: 5-23. 10.1111/j.1749-6632.2009.05337.x.CrossRefPubMed Adler NE, Stewart J: Health disparities across the lifespan: meaning, methods, and mechanisms. Ann N Y Acad Sci. 2010, 1186: 5-23. 10.1111/j.1749-6632.2009.05337.x.CrossRefPubMed
43.
go back to reference Hingle MD, O’Connor TM, Dave JM, Baranowski T: Parental involvement in interventions to improve child dietary intake: a systematic review. Prev Med. 2010, 51: 103-111. 10.1016/j.ypmed.2010.04.014.CrossRefPubMedPubMedCentral Hingle MD, O’Connor TM, Dave JM, Baranowski T: Parental involvement in interventions to improve child dietary intake: a systematic review. Prev Med. 2010, 51: 103-111. 10.1016/j.ypmed.2010.04.014.CrossRefPubMedPubMedCentral
Metadata
Title
Changes in family income status and the development of overweight and obesity from 2 to 15 years: a longitudinal study
Authors
Margaret M Demment
Jere D Haas
Christine M Olson
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2014
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-14-417

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