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Clinical Care/Education/Nutrition/Psychosocial Research

Factors Associated With Diabetes-Specific Health-Related Quality of Life in Youth With Type 1 Diabetes: The Global TEENs Study

  1. Barbara J. Anderson1⇑,
  2. Lori M. Laffel2,
  3. Catherine Domenger3,
  4. Thomas Danne4,
  5. Moshe Phillip5,
  6. Carmen Mazza6,
  7. Ragnar Hanas7,8,
  8. Sheridan Waldron9,
  9. Roy W. Beck10,
  10. Francoise Calvi-Gries11 and
  11. Chantal Mathieu12
  1. 1Baylor College of Medicine/Texas Children’s Hospital, Houston, TX
  2. 2Joslin Diabetes Center, Boston, MA
  3. 3Sanofi, Paris, France
  4. 4Auf der Bult Kinder- und Jugendkrankenhaus, Hannover, Germany
  5. 5Institute for Endocrinology and Diabetes, Schneider Children’s Medical Center of Israel, Petah Tikva, Israel
  6. 6Hospital de Pediatria J.P. Garrahan, Buenos Aires, Argentina
  7. 7Sahlgrenska Academy, Gothenburg, Sweden
  8. 8NU Hospital Group, Uddevalla, Sweden
  9. 9National Children & Young People’s Diabetes Network, London, U.K.
  10. 10Jaeb Center for Health Research, Tampa, FL
  11. 11Atlanstat, Rezé, France
  12. 12Clinical and Experimental Endocrinology, UZ Gasthuisberg, University of Leuven, Leuven, Belgium
  1. Corresponding author: Barbara J. Anderson, bja{at}bcm.edu.
Diabetes Care 2017 Aug; 40(8): 1002-1009. https://doi.org/10.2337/dc16-1990
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    Figure 1

    Geographic representation of countries, sites, and participants involved in the global TEENs study.

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  • Table 1

    Factors associated with D-HRQOL in multivariate linear regression

    Explanatory variable interpretation8–12years13–18 years19–25 yearsAllAdjusted means (SE)*Estimate (95% CI)*P value*
    Patient characteristics
     Sex<0.001
      n1,7152,8461,3265,887
      Male (reference)5152515170.2 (0.3)0.0
      Female4948494966.2 (0.3)−4.0 (−4.7, −3.4)<0.001
     BMI (kg/m2)0.040
      n1,7112,8421,3205,873
      Underweight/normal (reference)7174717368.7 (0.3)0.0
      Overweight1615241768.7 (0.4)0.0 (−0.9, 0.9)0.942
      Obese131161067.3 (0.6)−1.4 (−2.6, −0.3)0.012
     Age at diagnosis (years)0.010
      n1,7152,8461,3265,887
      ≥10 (reference)4320162668.0 (0.4)0.0
      <64933253669.0 (0.4)0.9 (0.0, 1.8)0.050
      ≥6 to <10847593967.6 (0.4)−0.4 (−1.2, 0.4)0.344
     HbA1c (%)<0.001
      n1,7142,8461,3255,885
      <7.5 (reference)3229333171.5 (0.4)0.0
      ≥7.5 to <9.04236373868.4 (0.4)−3.2 (−4.0, −2.4)<0.001
      ≥9.02635303164.8 (0.4)−6.8 (−7.7, −5.9)<0.001
    Family characteristics
     Person living with patient0.029
      n1,7122,8441,3245,880
      Living with both parents (reference)8582677966.9 (0.3)0.0
      Only mother/only father1315121365.7 (0.5)−1.2 (−2.3, −0.2)0.018
      Alone + other3422865.9 (0.7)−1.1 (−2.5, 0.3)0.127
     What is the highest level of education either of the patient’s parents/guardians completed?<0.001
      n1,6732,7911,2745,738
      Illiterate/primary (reference)1617211765.2 (0.6)0.0
      Secondary4244434366.0 (0.4)0.7 (−0.3, 1.7)0.165
      University/higher4240374067.3 (0.4)2.1 (1.1, 3.2)<0.001
     Conflict for check and interpret blood glucose levels over the past month<0.001
      n1,7062,8371,3145,857
      Almost never (reference)5448675467.8 (0.5)0.0
      Sometimes + almost always4652334664.5 (0.4)−3.2 (−4.3, −2.2)<0.001
     Conflict for select and give insulin doses over the past month0.254
      n1,7062,8371,3145,857
      Almost never (reference)6056736166.5 (0.4)0.0
      Sometimes + almost always4044273965.9 (0.5)−0.6 (−1.7, 0.5)0.254
     Has the patient or his/her family members cut down or stopped working because of diabetes?<0.001
      n1,7042,8321,3155,851
      No (reference)8289918867.5 (0.3)0.0
      Yes181191264.8 (0.6)−2.7 (−3.7, −1.6)<0.001
    • Data are n or n (%) unless otherwise indicated. Boldface P values indicate overall factor is significantly related to HRQOL score.

    • ↵*Based on N = 5,741 (5,882) for patient (family) characteristics analysis, respectively.

  • Table 2

    Diabetes regimen and self-management behavior characteristics associated with D-HRQOL in multivariate linear regression

    Explanatory variable interpretation8–12 years13–18 years19–25 yearsAllAdjusted means (SE)*Estimate (95% CI)*P value*
    Insulin regimen0.100
     n1,7152,8461,3265,887
     Basal bolus regimen (reference)66.667.872.668.565.6 (0.7)0.0
     Pump only25.624.719.523.866.5 (0.8)0.8 (−0.1, 1.7)0.081
     Any other insulin regimen7.87.57.87.764.8 (0.9)−0.8 (−2.3, 0.6)0.270
    Methods used to measure food intake for diabetes management<0.001
     n1,6732,7601,2705,703
     Only avoids sugars/added sugars (reference)111091063.2 (0.9)0.0
     Carbohydrate counting4440424167.1 (0.7)3.9 (2.4, 5.5)<0.001
     Carbohydrate exchanges/weighing/measuring151581366.3 (0.8)3.1 (1.5, 4.7)<0.001
     Estimation based on experience3136423666.0 (0.7)2.9 (1.4, 4.3)<0.001
    On average in a 1-month period, about how many times per day is the participant checking his/her blood glucose with a blood glucose meter?<0.001
     n1,7082,8221,3165,846
     ≥0 to ≤2 (reference)1323402463.3 (0.8)0.0
     >2 to ≤43244414065.7 (0.7)2.3 (1.3, 3.4)<0.001
     >4 to ≤51815111567.1 (0.8)3.8 (2.5, 5.0)<0.001
     >5381882266.5 (0.8)3.2 (2.0, 4.5)<0.001
    Diabetic ketoacidosis<0.001
     n1,7152,8451,3265,886
     No (reference)9494949467.3 (0.6)0.0
     Yes666664.0 (0.9)−3.2 (−4.8, −1.7)<0.001
    Severe hypoglycemia resulting in seizure or loss of consciousness0.086
     n1,7142,8451,3265,885
     No (reference)9898969766.6 (0.5)0.0
     Yes324364.7 (1.2)−1.9 (−4.1, 0.3)0.086
    Number of days when the participant spent at least 30 min doing any physical activities or exercise per week<0.001
     n1,6872,8121,3015,800
     0–2 (reference)3338443864.5 (0.7)0.0
     3–76762566266.7 (0.7)2.2 (1.5, 2.9)<0.001
    • Data are n or n (%) unless otherwise indicated. Boldface P values indicate overall factor is significantly related to HRQOL score.

    • ↵*Based on N = 5,460.

  • Table 3

    Participant self-report, D-HRQOL total score, for the eligible population

    8–12 years (N = 1,715)13–18 years (N = 2,846)19–25 years (N = 1,326)Total (N = 5,887)
    Total scale score (child)
     N1,6902,8061,2605,756
     Mean (SD)71.91 (13.18)70.09 (13.68)67.83 (14.25)70.13 (13.74)
     95% CI71.28; 72.5469.58; 70.5967.05; 68.6269.77; 70.48
     Median73.2171.4369.2071.43
     Q1; Q363.39; 82.1461.61; 80.3658.93; 78.5761.61; 80.36
    Total score (in quartiles)
     N1,6902,8061,2605,756
     <61.61335 (19.8%)692 (24.7%)373 (29.6%)1,400 (24.3%)
     ≥61.61 to <71.43396 (23.4%)668 (23.8%)317 (25.2%)1,381 (24.0%)
     ≥71.43 to <80.36463 (27.4%)739 (26.3%)317 (25.2%)1,519 (26.4%)
     ≥80.36496 (29.3%)707 (25.2%)253 (20.1%)1,456 (25.3%)
    • Quartiles for total score in classes are based on total eligible population.

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Factors Associated With Diabetes-Specific Health-Related Quality of Life in Youth With Type 1 Diabetes: The Global TEENs Study
Barbara J. Anderson, Lori M. Laffel, Catherine Domenger, Thomas Danne, Moshe Phillip, Carmen Mazza, Ragnar Hanas, Sheridan Waldron, Roy W. Beck, Francoise Calvi-Gries, Chantal Mathieu
Diabetes Care Aug 2017, 40 (8) 1002-1009; DOI: 10.2337/dc16-1990

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Factors Associated With Diabetes-Specific Health-Related Quality of Life in Youth With Type 1 Diabetes: The Global TEENs Study
Barbara J. Anderson, Lori M. Laffel, Catherine Domenger, Thomas Danne, Moshe Phillip, Carmen Mazza, Ragnar Hanas, Sheridan Waldron, Roy W. Beck, Francoise Calvi-Gries, Chantal Mathieu
Diabetes Care Aug 2017, 40 (8) 1002-1009; DOI: 10.2337/dc16-1990
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