title: Biopsychobehavioral model of risk of severe hypoglycemia. Self-management behaviors.
abstract: OBJECTIVE
  To identify self-management antecedents of low blood glucose (BG) (< 3.9 mmol/l) that might be easily recognized, treated, or avoided altogether.
  
  
  METHODS
  Ninety-three adults with type 1 diabetes (age, 35.8 +/- 8 years [mean +/- SD]; duration of diabetes, 17.0 +/- 11 years; daily insulin dose, 0.58 +/- 0.18 U/kg; and HbAlc, 8.6 +/- 1.8%) were recruited to participate in the study. Of the 93 subjects, 42 had a history of severe hypoglycemia (SH), defined as two or more hypoglycemic episodes in the preceding 12 months, and 51 subjects had no history of SH (No-SH) in the same time period. Before each of 70 BG measurements obtained over a 3-week period, subjects used a handheld computer to record whether their most recent insulin, food, and exercise was more than, less than, or the same as usual. Associations among self-management behaviors preceding BG readings < 3.9 mmol/l versus those preceding BG readings of 5.6-7.8 mmol/l were determined using chi 2 tests, analyses of variance, and logistic regression analyses.
  
  
  RESULTS
  Analysis of 6,425 self-management/self-monitoring of BG events revealed that the usual amounts of insulin, food, and exercise preceded the events 58.3% of the time. No significant differences were observed for changes in insulin before readings of BG < 3.9 mmol/l versus 7.8 < BG > 5.6 mmol/l, but significantly less food (P < 0.01) was eaten and more exercise (P < 0.001) was performed before the low BG measurement. No interactions between SH and No-SH groups and management behaviors were observed. However, each of the three management variables entered significantly in a logistic model that predicted 61% of all readings of BG < 3.9 mmol/l.
  
  
  CONCLUSIONS
  Subjects with a history of SH did not report managing their diabetes differently from those with no such history. Specifically, when low BG occurred, the preceding management behaviors, although predictive of low BG, were not different in SH and No-SH subjects. Overall, self-management behaviors did not distinguish SH from No-SH subjects. Thus, even though it might be beneficial for all patients to review their food and exercise management decisions to reduce their frequency of low BG, an educational intervention whose content stresses insulin, food, and exercise would be unlikely by itself to be sufficient to reduce the frequency of SH.
authors: Department of Pediatrics, University of Virginia Health Sciences Center, Charlottesville 22908, USA. wlc@virginia.edu
authors: W L
authors: WL
authors: Clarke
authors: D J
authors: DJ
authors: Cox
authors: L
authors: L
authors: Gonder-Frederick
authors: D
authors: D
authors: Julian
authors: B
authors: B
authors: Kovatchev
authors: D
authors: D
authors: Young-Hyman
mesh_terms: D000328:Adult; D015190:Blood Glucose Self-Monitoring; D003922:Diabetes Mellitus, Type 1 / Q000188:drug therapy / Q000523:psychology* / Q000628:therapy*; D006801:Humans; D007003:Hypoglycemia / Q000517:prevention & control / Q000523:psychology*; D007004:Hypoglycemic Agents / Q000627:therapeutic use; D007328:Insulin / Q000627:therapeutic use; D012307:Risk Factors; D012648:Self Care
chemical_list: D007004:Hypoglycemic Agents; D007328:Insulin