Skip to main content
Log in

Glycemic control, depression, diabetes distress among adolescents with type 1 diabetes: effects of sex, race, insurance, and obesity

  • Original Article
  • Published:
Acta Diabetologica Aims and scope Submit manuscript

Abstract

Aims

To determine whether diabetes distress or depression screening better predict increased hemoglobin A1c (HbA1c) and to assess interactions with age, sex, race, obesity, and insurance status.

Background

Diabetes distress is a negative emotional reaction to diabetes, diabetes complications, self-management demands, unresponsive providers, and/or poor interpersonal relationships. Guidelines recommend annual depression screening, however diabetes distress may be mistaken for depression.

Method

Depression (PHQ-9) and diabetes distress (PAID-T) scores from self-administered tests were studied in 313 patients with type 1 diabetes (T1D) between the ages of 13–17. Spearman correlations and robust rank order multivariable regression analysis were used to assess relationships to age, duration, HbA1c. Kruskal–Wallis test was used to assess differences between sexes, races, and insurance status. Receiver operator curves (ROC) were constructed to see whether PAID-T or PHQ-9 scores more closely predicted HbA1c greater than 9%.

Results

HbA1c was more strongly correlated with PAID-T (rs = 0.37, p < 0.01), than PHQ-9 (rs = 0.27, p < 0.01) scores. Area under ROC curve for poor HbA1c was 0.75 for PAID and 0.64 for PHQ-9. PAID-T and PHQ-9 scores were increased in females and subjects with public insurance and both were significantly related to HbA1c even when accounting for age, sex, race obesity, and insurance status. PHQ-9 and PAID-T scores correlated with BMI-Z scores in Blacks, but not Whites.

Conclusions

Both depression and diabetes distress are associated with increased HbA1c in adolescents with T1D, though distress is more so. Diabetes distress and depression should be routinely assessed in T1D adolescents, particularly those with public insurance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  1. 13. Children and Adolescents: Standards of Medical Care in Diabetes-2021 (2021). Diabetes Care 44:S180-s199. https://doi.org/10.2337/dc21-S013

  2. Alvarado-Martel D, Ruiz Fernández M, Cuadrado Vigaray M, Carrillo A, Boronat M, Expósito Montesdeoca A, Wägner AM (2019) Identification of psychological factors associated with adherence to self-care behaviors amongst patients with type 1 diabetes. J Diabetes Res 2019:6271591. https://doi.org/10.1155/2019/6271591

    Article  PubMed  PubMed Central  Google Scholar 

  3. Anderson RJ, Freedland KE, Clouse RE, Lustman PJ (2001) The prevalence of comorbid depression in adults with diabetes: a meta-analysis. Diabetes Care 24:1069–1078. https://doi.org/10.2337/diacare.24.6.1069

    Article  PubMed  CAS  Google Scholar 

  4. Bernstein CM, Stockwell MS, Gallagher MP, Rosenthal SL, Soren K (2013) Mental health issues in adolescents and young adults with type 1 diabetes: prevalence and impact on glycemic control. Clin Pediatr 52:10–15. https://doi.org/10.1177/0009922812459950

    Article  Google Scholar 

  5. Borus JS, Laffel L (2010) Adherence challenges in the management of type 1 diabetes in adolescents: prevention and intervention. Curr Opin Pediatr 22:405–411. https://doi.org/10.1097/MOP.0b013e32833a46a7

    Article  PubMed  PubMed Central  Google Scholar 

  6. Chalew SA, McCarter RJ, Hempe JM (2013) Biological variation and hemoglobin A1c: relevance to diabetes management and complications. Pediatr Diabetes 14:391–398. https://doi.org/10.1111/pedi.12055

    Article  PubMed  CAS  Google Scholar 

  7. Cohen Kadosh K, Luo Q, de Burca C, Sokunbi MO, Feng J, Linden DEJ, Lau JYF (2016) Using real-time fMRI to influence effective connectivity in the developing emotion regulation network. Neuroimage 125:616–626. https://doi.org/10.1016/j.neuroimage.2015.09.070

    Article  PubMed  Google Scholar 

  8. Corathers SD, Kichler J, Jones NH, Houchen A, Jolly M, Morwessel N, Crawford P, Dolan LM, Hood KK (2013) Improving depression screening for adolescents with type 1 diabetes. Pediatrics 132:e1395-1402. https://doi.org/10.1542/peds.2013-0681

    Article  PubMed  Google Scholar 

  9. Delamater AM, de Wit M, McDarby V, Malik J, Acerini CL (2014) Psychological care of children and adolescents with type 1 diabetes. Pediatr Diabetes 15:232–244. https://doi.org/10.1111/pedi.12191

    Article  PubMed  Google Scholar 

  10. Driscoll KA, Corbin KD, Maahs DM, Pratley R, Bishop FK, Kahkoska A, Hood KK, Mayer-Davis E (2017) Biopsychosocial aspects of weight management in type 1 diabetes: a review and next steps. Curr Diab Rep 17:58. https://doi.org/10.1007/s11892-017-0892-1

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  11. DuBose SN, Hermann JM, Tamborlane WV, Beck RW, Dost A, DiMeglio LA, Schwab KO, Holl RW, Hofer SE, Maahs DM (2015) Obesity in youth with type 1 diabetes in Germany, Austria, and the United States. J Pediatr 167:627–632.e621–624. https://doi.org/10.1016/j.jpeds.2015.05.046

  12. Ellis D, Frey M, Naar-King S, Templin T, Cunningham P, Cakan N (2005) The effects of multisystemic therapy on diabetes stress among adolescents with chronically poorly controlled type 1 diabetes: findings from a randomized, controlled trial. Pediatrics 116:e826-832. https://doi.org/10.1542/peds.2005-0638

    Article  PubMed  Google Scholar 

  13. Farooqi A, Khunti K, Abner S, Gillies C, Morriss R, Seidu S (2019) Comorbid depression and risk of cardiac events and cardiac mortality in people with diabetes: A systematic review and meta-analysis. Diabetes Res Clin Pract 156:107816. https://doi.org/10.1016/j.diabres.2019.107816

    Article  PubMed  CAS  Google Scholar 

  14. Fisher L, Gonzalez JS, Polonsky WH (2014) The confusing tale of depression and distress in patients with diabetes: a call for greater clarity and precision. Diabet Med 31:764–772. https://doi.org/10.1111/dme.12428

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  15. Fisher L, Mullan JT, Arean P, Glasgow RE, Hessler D, Masharani U (2010) Diabetes distress but not clinical depression or depressive symptoms is associated with glycemic control in both cross-sectional and longitudinal analyses. Diabetes Care 33:23–28. https://doi.org/10.2337/dc09-1238

    Article  PubMed  Google Scholar 

  16. Fisher L, Skaff MM, Mullan JT, Arean P, Glasgow R, Masharani U (2008) A longitudinal study of affective and anxiety disorders, depressive affect and diabetes distress in adults with Type 2 diabetes. Diabet Med 25:1096–1101. https://doi.org/10.1111/j.1464-5491.2008.02533.x

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  17. Fisher L, Skaff MM, Mullan JT, Arean P, Mohr D, Masharani U, Glasgow R, Laurencin G (2007) Clinical depression versus distress among patients with type 2 diabetes. Not Just Question Semantics 30:542–548. https://doi.org/10.2337/dc06-1614

    Article  Google Scholar 

  18. Gerstl EM, Rabl W, Rosenbauer J, Gröbe H, Hofer SE, Krause U, Holl RW (2008) Metabolic control as reflected by HbA1c in children, adolescents and young adults with type-1 diabetes mellitus: combined longitudinal analysis including 27,035 patients from 207 centers in Germany and Austria during the last decade. Eur J Pediatr 167:447–453. https://doi.org/10.1007/s00431-007-0586-9

    Article  PubMed  CAS  Google Scholar 

  19. Glick BA, Hong KMC, Obrynba K, Kamboj MK, Hoffman RP (2018) Identifying depressive symptoms among diabetes type and the impact on hemoglobin A1c. J Pediatr Endocrinol Metab 31:39–44. https://doi.org/10.1515/jpem-2017-0241

    Article  PubMed  CAS  Google Scholar 

  20. Grey M, Whittemore R, Tamborlane W (2002) Depression in Type 1 diabetes in children: natural history and correlates. J Psychosom Res 53:907–911. https://doi.org/10.1016/S0022-3999(02)00312-4

    Article  PubMed  Google Scholar 

  21. Guyer AE, Choate VR, Pine DS, Nelson EE (2012) Neural circuitry underlying affective response to peer feedback in adolescence. Soc Cogn Affect Neurosci 7:81–92. https://doi.org/10.1093/scan/nsr043

    Article  PubMed  Google Scholar 

  22. Hagger V, Hendrieckx C, Sturt J, Skinner TC, Speight J (2016) Diabetes distress among adolescents with type 1 diabetes: a systematic review. Curr DiabRep 16:9. https://doi.org/10.1007/s11892-015-0694-2

    Article  Google Scholar 

  23. Hamman RF, Bell RA, Dabelea D, D'Agostino RB, Jr., Dolan L, Imperatore G, Lawrence JM, Linder B, Marcovina SM, Mayer-Davis EJ, Pihoker C, Rodriguez BL, Saydah S, Group SfDiYS (2014) The SEARCH for Diabetes in Youth study: rationale, findings, and future directions. Diabetes care 37:3336–3344. https://doi.org/10.2337/dc14-0574

  24. Hoffman RP, Vicini P, Sivitz WI, Cobelli C (2000) Pubertal adolescent male-female differences in insulin sensitivity and glucose effectiveness determined by the one compartment minimal model. Pediatr Res 48:384–388. https://doi.org/10.1203/00006450-200009000-00022

    Article  PubMed  CAS  Google Scholar 

  25. Klemenčič S, de Wit M, Rutar M, Battelino T, Bratina N (2015) Annual psychological screening in youth and young adults with type 1 diabetes. Zdr Varst 54:103–111. https://doi.org/10.1515/sjph-2015-0016

    Article  PubMed  PubMed Central  Google Scholar 

  26. Kroenke K, Spitzer RL, Williams JB (2001) The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med 16:606–613. https://doi.org/10.1046/j.1525-1497.2001.016009606.x

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  27. Lawrence JM, Standiford DA, Loots B, Klingensmith GJ, Williams DE, Ruggiero A, Liese AD, Bell RA, Waitzfelder BE, McKeown RE (2006) Prevalence and Correlates of Depressed Mood Among Youth With Diabetes: The SEARCH for Diabetes in Youth Study. Pediatrics 117:1348–1358. https://doi.org/10.1542/peds.2005-1398

    Article  PubMed  Google Scholar 

  28. Markowitz JT, Volkening LK, Butler DA, Laffel LMB (2015) Youth-perceived burden of type 1 diabetes: Problem areas in Diabetes Survey-Pediatric Version (PAID-Peds). J Diabetes Sci Technol 9:1080–1085. https://doi.org/10.1177/1932296815583506

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  29. McGrady ME, Laffel L, Drotar D, Repaske D, Hood KK (2009) Depressive symptoms and glycemic control in adolescents with type 1 diabetes. Mediational Role Blood Glucose Monitoring 32:804–806. https://doi.org/10.2337/dc08-2111

    Article  Google Scholar 

  30. Melin EO, Thunander M, Svensson R, Landin-Olsson M, Thulesius HO (2013) Depression, obesity, and smoking were independently associated with inadequate glycemic control in patients with type 1 diabetes. Eur J Endocrinol 168:861–869. https://doi.org/10.1530/eje-13-0137

    Article  PubMed  CAS  Google Scholar 

  31. Meltzer LJ, Johnson SB, Prine JM, Banks RA, Desrosiers PM, Silverstein JH (2001) Disordered eating, body mass, and glycemic control in adolescents with type 1 diabetes. Diabetes Care 24:678–682. https://doi.org/10.2337/diacare.24.4.678

    Article  PubMed  CAS  Google Scholar 

  32. Northam EA, Lin A, Finch S, Werther GA, Cameron FJ (2010) Psychosocial well-being and functional outcomes in youth with type 1 diabetes 12 years after disease onset. Diabetes Care 33:1430–1437. https://doi.org/10.2337/dc09-2232

    Article  PubMed  PubMed Central  Google Scholar 

  33. Polonsky WH, Anderson BJ, Lohrer PA, Welch G, Jacobson AM, Aponte JE, Schwartz CE (1995) Assessment of diabetes-related distress. Diabetes Care 18:754–760. https://doi.org/10.2337/diacare.18.6.754

    Article  PubMed  CAS  Google Scholar 

  34. Polonsky WH, Fisher L, Earles J, Dudl RJ, Lees J, Mullan J, Jackson RA (2005) Assessing psychosocial distress in diabetes: development of the diabetes distress scale. Diabetes Care 28:626–631. https://doi.org/10.2337/diacare.28.3.626

    Article  PubMed  Google Scholar 

  35. Rewers A, Chase HP, Mackenzie T, Walravens P, Roback M, Rewers M, Hamman RF, Klingensmith G (2002) Predictors of acute complications in children with type 1 diabetes. JAMA 287:2511–2518. https://doi.org/10.1001/jama.287.19.2511

    Article  PubMed  Google Scholar 

  36. Shapiro JB, Vesco AT, Weil LEG, Evans MA, Hood KK, Weissberg-Benchell J (2017) Psychometric properties of the Problem Areas in Diabetes: Teen and Parent of Teen versions. J Pediatr Psychol 43:561–571. https://doi.org/10.1093/jpepsy/jsx146

    Article  PubMed Central  Google Scholar 

  37. Silverstein J, Klingensmith G, Copeland K, Plotnick L, Kaufman F, Laffel L, Deeb L, Grey M, Anderson B, Holzmeister LA, Clark N (2005) Care of children and adolescents with type 1 diabetes: a statement of the American Diabetes Association. Diabetes Care 28:186–212. https://doi.org/10.2337/diacare.28.1.186

    Article  PubMed  Google Scholar 

  38. Smaldone A, Honig J, Stone PW, Arons R, Weinger K (2005) Characteristics of California children with single versus multiple diabetic ketoacidosis hospitalizations (1998–2000). Diabetes Care 28:2082–2084. https://doi.org/10.2337/diacare.28.8.2082-a

    Article  PubMed  Google Scholar 

  39. Spencer A, Freda B, McGinnis T, Gottlieb L (2016) Measuring social determinants of health among mediciad benficiaries: early state lessons. Center for Health Care Strategies

  40. Stewart SM, Rao U, Emslie GJ, Klein D, White PC (2005) Depressive symptoms predict hospitalization for adolescents with type 1 diabetes mellitus. Pediatrics 115:1315–1319. https://doi.org/10.1542/peds.2004-1717

    Article  PubMed  Google Scholar 

  41. Wang Y, Lynne SD, Witherspoon D, Black MM (2020) Longitudinal bidirectional relations between body dissatisfaction and depressive symptoms among Black adolescents: a cross-lagged panel analysis. PLoS ONE 15:e0228585. https://doi.org/10.1371/journal.pone.0228585

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  42. Weissberg-Benchell J, Antisdel-Lomaglio J (2011) Diabetes-specific emotional distress among adolescents: feasibility, reliability, and validity of the problem areas in diabetes-teen version. Pediatr Diabetes 12:341–344. https://doi.org/10.1111/j.1399-5448.2010.00720.x

    Article  PubMed  Google Scholar 

  43. Welch GW, Jacobson AM, Polonsky WH (1997) The Problem Areas in Diabetes Scale. an evaluation of its clinical utility. Diabetes Care 20:760–766. https://doi.org/10.2337/diacare.20.5.760

    Article  PubMed  CAS  Google Scholar 

  44. Willers C, Iderberg H, Axelsen M, Dahlström T, Julin B, Leksell J, Lindberg A, Lindgren P, Looström Muth K, Svensson A-M, Lilja M (2018) Sociodemographic determinants and health outcome variation in individuals with type 1 diabetes mellitus: a register-based study. PLoS ONE 13:e0199170. https://doi.org/10.1371/journal.pone.0199170

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  45. Wysocki T, Taylor A, Hough BS, Linscheid TR, Yeates KO, Naglieri JA (1996) Deviation from Developmentally Appropriate Self-Care Autonomy: Association with diabetes outcomes. Diabetes Care 19:119–125. https://doi.org/10.2337/diacare.19.2.119

    Article  PubMed  CAS  Google Scholar 

  46. Zuijdwijk CS, Cuerden M, Mahmud FH (2013) Social determinants of health on glycemic control in pediatric type 1 diabetes. J Pediatr 162:730–735. https://doi.org/10.1016/j.jpeds.2012.12.010

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

The authors thank staff and patients from the Nationwide Children’s Hospital Endocrinology Section.

Funding

There was no funding and financial support.

Author information

Authors and Affiliations

Authors

Contributions

K.M.H., B.G., and R.P. H. conceived the idea, planned the experiment, discussed the results, and contributed to the manuscript. M.K. was involved in creating the survey process in the clinic. K.M.H. carried out the experiment. R.P.H. performed the computations, verified the analytical methods, and supervised the findings of this work and overall experiment. R.P.H. is the guarantor.

Corresponding author

Correspondence to Robert P. Hoffman.

Ethics declarations

Conflict of interests

Author declares that there is no conflict of interest.

Informed consent

Approved Nationwide Children's Hospital Institutional Review Board. Informed Consent waved.

Additional information

This article belongs to the topical collection Health Education and Psycho-Social Aspects, managed by Massimo Porta and Marina Trento.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hong, K.M.C., Glick, B.A., Kamboj, M.K. et al. Glycemic control, depression, diabetes distress among adolescents with type 1 diabetes: effects of sex, race, insurance, and obesity. Acta Diabetol 58, 1627–1635 (2021). https://doi.org/10.1007/s00592-021-01768-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00592-021-01768-w

Keywords

Navigation