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Is dietary pattern a mediator of the relationship between socioeconomic status and dental caries?

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Abstract

Objective

To investigate whether a healthy diet and added sugar mediate the relationship between socioeconomic status and oral health status in adults.

Methods

This is a secondary cross-sectional analysis of adult participants from the 2015–2016 National Health and Nutrition Examination Survey from the United States (n=3367). Structural equation modeling tested direct and indirect pathways from a latent variable for socioeconomic status to oral health via healthy eating (Health Eating Index) and added sugar in a multiple-mediator multiple-outcome model.

Results

Added sugar was directly associated with untreated dental caries [Standardized coefficient (SC)=0.10], and healthy eating was directly associated with both untreated dental caries (SC=–0.11) and tooth loss (SC=–0.05). Higher socioeconomic status was associated with lower untreated dental caries through direct (SC =–0.246) and small indirect paths via healthy diet (SC= –0.026), lower consumption of added sugar (SC=–0.007), and dental visits (SC=–0.162). Higher socioeconomic status was associated with fewer teeth lost through direct (SC =–0.306) and very small indirect paths via healthy diet (SC=–0.016), added sugar consumption (SC=–0.001), and untreated dental caries (SC=–0.094).

Conclusions

Both socioeconomic status and dietary pattern independently contributed to tooth loss and dental caries. The contribution of dietary factors as a mediator to socioeconomic inequities in oral health was small, and statistically significant.

Clinical Relevance

A systems approach to socioeconomic inequities in oral health takes into account the complex relationships between socioeconomics, dietary patterns, oral health and health. Socioeconomic conditions and nutrition, as common risk factors to noncommunicable disorders, should be tackled in programs to improve oral health.

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References

  1. Mejia GC, Elani HW, Harper S, Murray Thomson W, Ju X, Kawachi I, Kaufman JS, Jamieson LM (2018) Socioeconomic status, oral health and dental disease in Australia, Canada, New Zealand and the United States. BMC Oral Health 18:176. https://doi.org/10.1186/s12903-018-0630-3

    Article  PubMed  PubMed Central  Google Scholar 

  2. Cunha-Cruz J, Hujoel PP, Nadanovsky P (2007) Secular trends in socio-economic disparities in edentulism: USA, 1972-2001. J Dent Res 86:131–136. https://doi.org/10.1177/154405910708600205

    Article  PubMed  Google Scholar 

  3. Gomaa N, Glogauer M, Tenenbaum H, Siddiqi A, Quiñonez C (2016) Social-biological interactions in oral disease: a “Cells to Society” View. PLoS One 11:e0146218. https://doi.org/10.1371/journal.pone.0146218

    Article  PubMed  PubMed Central  Google Scholar 

  4. Schwendicke F, Dörfer CE, Schlattmann P, Page LF, Thomson WM, Paris S (2015) Socioeconomic inequality and caries. J Dent Res 94:10–18. https://doi.org/10.1177/0022034514557546

    Article  PubMed  Google Scholar 

  5. Qiu RM, Lo ECM, Zhi QH, Zhou Y, Tao Y, Lin HC (2014) Factors related to children’s caries: a structural equation modeling approach. BMC Public Health 14:1071

    Article  Google Scholar 

  6. Bof de Andrade F, Drumond Andrade FC, Noronha K (2017) Measuring socioeconomic inequalities in the use of dental care services among older adults in Brazil. Community Dent Oral Epidemiol 45:559–566. https://doi.org/10.1111/cdoe.12323

    Article  PubMed  Google Scholar 

  7. Patrick DL, Lee R, Nucci M et al (2006) Reducing oral health disparities: a focus on social and cultural determinants. BMC Oral Health 6:S4. https://doi.org/10.1186/1472-6831-6-S1-S4

    Article  PubMed  PubMed Central  Google Scholar 

  8. McMahon AD, Elliott L, Macpherson LM et al (2018) Inequalities in the dental health needs and access to dental services among looked after children in Scotland: a population data linkage study. Arch Dis Child 103:39–43. https://doi.org/10.1136/archdischild2016-312389

    Article  PubMed  Google Scholar 

  9. Bhandari B, Newton JT, Bernabé E (2016) Social inequalities in adult oral health in 40 low- and middle-income countries. Int Dent J 66:295–303

    Article  Google Scholar 

  10. Hiza HAB, Casavale KO, Guenther PM, Davis CA (2013) Diet quality of Americans differs by age, sex, race/ethnicity, income, and education level. J Acad Nutr Diet 113:297–306. https://doi.org/10.1016/j.jand.2012.08.011

    Article  PubMed  Google Scholar 

  11. Fang Zhang F, Liu J, Rehm CD et al (2018) Trends and disparities in diet quality among US adults by supplemental nutrition assistance program participation status. JAMA Netw Open 1:e180237. https://doi.org/10.1001/jamanetworkopen.2018.0237

    Article  PubMed  Google Scholar 

  12. Mendy VL, Vargas R, Payton M, Cannon-Smith G (2017) Association between consumption of sugar-sweetened beverages and sociodemographic characteristics among Mississippi adults. Prev Chronic Dis 14:E137–E137. https://doi.org/10.5888/pcd14.170268

    Article  PubMed  PubMed Central  Google Scholar 

  13. Hujoel PP, Lingstrom P (2017) Nutrition, dental caries and periodontal disease: a narrative review. J Clin Periodontol 44(Suppl 1):S79–S84. https://doi.org/10.1111/jcpe.12672

    Article  PubMed  Google Scholar 

  14. FDI (ed) (2015) The challenge of oral disease – a call for global action, 2nd edn. Geneva, FDI World Dental Federation

  15. Bernabe E, Vehkalahti MM, Sheiham A et al (2016) The shape of the dose-response relationship between sugars and caries in adults. J Dent Res 95:167–172

    Article  Google Scholar 

  16. Zaki NAA, Dowidar KML, WEE A (2015) Assessment of the Healthy Eating Index-2005 as a predictor of early childhood caries. Int J Paediatr Dent 25:436–443

    Article  Google Scholar 

  17. Nunn ME, Braunstein NS, Krall Kaye EA et al (2009) Healthy eating index is a predictor of early childhood caries. J Dent Res 88:361–366. https://doi.org/10.1177/0022034509334043

    Article  PubMed  PubMed Central  Google Scholar 

  18. Holst D, Schuller AA, Aleksejuniene J, Eriksen HM (2001) Caries in populations–a theoretical, causal approach. Eur J Oral Sci 109:143–148

    Article  Google Scholar 

  19. Akinkugbe AA, Sharma S, Ohrbach R, Slade GD, Poole C (2016) Directed acyclic graphs for oral disease research. J Dent Res 95:853–859

    Article  Google Scholar 

  20. NHANES (1999) National Health and Nutrition Examination Survey Overview. 6

  21. NHANES (2013) National health and nutrition examination survey: Plan and operations, 1999-2010. NHANES:1–37

  22. Centers for Disease Control and Prevention (2016) National Health and Nutrition Examination Survey (NHANES) Oral Health Examiners Manual. https://wwwn.cdc.gov/nchs/data/nhanes/2015-2016/manuals/2016_Oral_Health_Examiners_Procedures_Manual.pdf. Accessed 12 Feb 2019

  23. Centers for Disease Control and Prevention (2016) NHANES MEC In-Person Dietary Interviewers Procedures Manual. https://wwwn.cdc.gov/nchs/data/nhanes/2015-2016/manuals/2016_MEC_InPerson_Dietary_Interviewers_Procedures_Manual.pdf. Accessed 31 Jan 2020

  24. Guenther PM, Casavale KO, Kirkpatrick SI (2014) Update of Healthy Eating Index : HEI-2010. J Acad Nutr Diet 113:1–20. https://doi.org/10.1016/j.jand.2012.12.016.Update

    Article  Google Scholar 

  25. US Service D of H and H (2017) National Cancer Institute. SAS Code, In

  26. Reedy J, Lerman JL, Krebs-Smith SM, Kirkpatrick SI, Pannucci TRE, Wilson MM, Subar AF, Kahle LL, Tooze JA (2018) Evaluation of the Healthy Eating Index-2015. J Acad Nutr Diet 118:1622–1633. https://doi.org/10.1016/j.jand.2018.05.019

    Article  PubMed  PubMed Central  Google Scholar 

  27. WHO (2019) Body mass index - BMI. In: World Heal. Organ. http://www.euro.who.int/en/health-topics/disease-prevention/nutrition/a-healthy-lifestyle/body-mass-index-bmi

  28. Dahlgren G, Whitehead M (2006) European strategies for tackling social inequities in health: Levelling up Part 2. Copenhagen World Heal Organ

  29. Fejerskov O (2004) Changing paradigms in concepts on dental caries: consequences for oral health care. Caries Res 38:182–191. https://doi.org/10.1159/000077753

    Article  PubMed  Google Scholar 

  30. Robertson A, Brunner E, Sheiham A (2005) Food is a political issue. Social Determinants of Health, Oxford

  31. Byrne BM (2012) Structural Equation Modelig with Mplus: basic concepts, applications, and programming. Routledge

  32. Kline P (2014) An easy guide to factor analysis. Routledge, London

  33. Centers for Disease Control and Prevention (2018) National Health and Nutrition Examination Survey: Analytic Guidelines, 2011-2014 and 2015-2016. 40

  34. Peres MA, Macpherson LMD, Weyant RJ et al (2019) Oral diseases: a global public health challenge. Lancet (London, England) 394:249–260. https://doi.org/10.1016/S0140-6736(19)31146-8

    Article  Google Scholar 

  35. Moynihan P, Makino Y, Petersen PE, Ogawa H (2018) Implications of WHO Guideline on Sugars for dental health professionals. Community Dent Oral Epidemiol 46:1–7. https://doi.org/10.1111/cdoe.12353

    Article  PubMed  Google Scholar 

  36. Yoshida Y, Scribner R, Chen L, Broyles S, Phillippi S, Tseng TS (2017) Diet quality and its relationship with central obesity among Mexican Americans: findings from National Health and Nutrition Examination Survey (NHANES) 1999-2012. Public Health Nutr 20:1193–1202. https://doi.org/10.1017/S1368980016003190

    Article  PubMed  Google Scholar 

  37. Manski RJ, Hyde JS, Chen H, Moeller JF (2016) Differences among older adults in the types of dental services used in the United States. Inquiry 53. https://doi.org/10.1177/0046958016652523

  38. Manski RJ, Macek MD, Brown E, Carper KV, Cohen LA, Vargas C (2014) Dental service mix among working-age adults in the United States, 1999 and 2009. J Public Health Dent 74:102–109. https://doi.org/10.1111/jphd.12032

    Article  PubMed  Google Scholar 

  39. Moynihan P (2016) Sugars and dental caries: evidence for setting a recommended threshold for intake. Adv Nutr 7:149–156

    Article  Google Scholar 

  40. Moynihan PJ, Kelly SAM (2014) Effect on caries of restricting sugars intake: systematic review to inform WHO guidelines. J Dent Res 93:8–18

    Article  Google Scholar 

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Funding

National Health and Nutrition Examination Survey is funded by the National Center for Health Statistics (NCHS) which is part of the Centers for Disease Control and Prevention (CDC).

CS holds a fellowship from the Brazilian Coordination for the Improvement of Higher Education Personnel (CAPES); FNH holds a PQ-2 fellowship from the Brazilian National Council for Scientific and Technological Development (CNPq).

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Correspondence to Caroline Stein.

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The authors declare that they have no conflict of interest.

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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

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Informed consent was obtained from all individual participants included in the primary study.

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Stein, C., Cunha-Cruz, J. & Hugo, F.N. Is dietary pattern a mediator of the relationship between socioeconomic status and dental caries?. Clin Oral Invest 25, 5441–5447 (2021). https://doi.org/10.1007/s00784-021-03852-5

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  • DOI: https://doi.org/10.1007/s00784-021-03852-5

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