Predictors of youth diabetes care behaviors and metabolic control: a structural equation modeling approach.

OBJECTIVE To empirically test a biopsychosocial model of predictors of youth diabetes care behaviors and metabolic control. METHODS A cross-sectional multisite study of youths (N = 222) with T1D (mean age = 12.6) used structural equation modeling to examine interrelations among predictors, with follow-up analyses of covariance (ANCOVAs). RESULTS Youths' memory skills related to diabetes knowledge which, along with self-efficacy and age, was associated with greater youth responsibility that in turn predicted poorer self-care behaviors. Less frequent/briefer exercise and less frequent blood glucose monitoring/eating were found; the latter directly related to poorer metabolic control. Behavior problems also were associated directly with poorer metabolic control. A parsimonious model found memory directly related to blood glucose testing. CONCLUSIONS Continued parental supervision of adolescents, along with monitoring diabetes knowledge and efficacy, may help optimize transfer of diabetes care from parents to youths. Behavior problems warrant immediate attention because of their direct and adverse relation to metabolic control.

[1]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[2]  J. Belsky,et al.  Child maltreatment: an ecological integration. , 1980, The American psychologist.

[3]  N. White,et al.  Disparity in Glycemic Control and Adherence Between African-American and Caucasian Youths With Diabetes: Family and community contexts , 1997, Diabetes Care.

[4]  J. Skyler,et al.  Developmental and Behavioral Aspects of Diabetes Management in Youngsters , 1990 .

[5]  T. Hershey,et al.  Memory and insulin dependent diabetes mellitus (IDDM): Effects of childhood onset and severe hypoglycemia , 1997, Journal of the International Neuropsychological Society.

[6]  J. Silverstein,et al.  Assessing daily management in childhood diabetes. , 1986, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[7]  W. Tamborlane,et al.  Impaired insulin action in puberty. A contributing factor to poor glycemic control in adolescents with diabetes. , 1986, The New England journal of medicine.

[8]  Michael C. Roberts,et al.  Handbook of pediatric psychology , 1995 .

[9]  W. Clarke,et al.  Parent-child relationships and the management of insulin-dependent diabetes mellitus. , 1994, Journal of consulting and clinical psychology.

[10]  C. Holmes Cognitive Functioning and Diabetes: Broadening the Paradigm for Behavioral and Health Psychology? , 1987, Diabetes Care.

[11]  R. Hoyle Structural equation modeling: concepts, issues, and applications , 1997 .

[12]  J. Ledolter,et al.  Stress and metabolic control in diabetes mellitus: Methodological issues and an illustrative analysis , 2000, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[13]  W. Clarke,et al.  Parental and Professional Estimates of Self-Care Independence of Children and Adolescents With IDDM , 1992, Diabetes Care.

[14]  E. Northam,et al.  Neuropsychological profiles of children with type 1 diabetes 6 years after disease onset. , 2001, Diabetes care.

[15]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[16]  J. S. Long,et al.  Testing Structural Equation Models , 1993 .

[17]  M. Kovács,et al.  Psychological functioning of children with insulin-dependent diabetes mellitus: a longitudinal study. , 1990, Journal of pediatric psychology.

[18]  C. North,et al.  Family functioning: a correlate of diabetic control? , 1995, Journal of child psychology and psychiatry, and allied disciplines.

[19]  Standards of Medical Care for Patients With Diabetes Mellitus , 1991, Diabetes Care.

[20]  A. B. Hollingshead,et al.  Four factor index of social status , 1975 .

[21]  D. Wertlieb Converging trends in family research and pediatrics: recent findings for the American Academy of Pediatrics Task Force on the Family. , 2003, Pediatrics.

[22]  G. Schwartz,et al.  Testing the biopsychosocial model: the ultimate challenge facing behavioral medicine? , 1982, Journal of consulting and clinical psychology.

[23]  S. Folkman,et al.  Socioeconomic Status and Health , 1994 .

[24]  J. Weissberg-Benchell,et al.  Readmissions of children with diabetes mellitus to a children's hospital. , 1991, Pediatrics.

[25]  O. Kolterman,et al.  Empirical Validation for a Family-Centered Model of Care , 1995, Diabetes Care.

[26]  Diabetes Control Effect of intensive diabetes treatment on the development and progression of long-term complications in adolescents with insulin-dependent diabetes mellitus: Diabetes Control and Complications Trial. Diabetes Control and Complications Trial Research Group. , 1994, The Journal of pediatrics.

[27]  S. Hauser,et al.  Self-Efficacy in Adolescent Girls and Boys With Insulin-Dependent Diabetes Mellitus , 1987, Diabetes Care.

[28]  J. Willett,et al.  Family environment and glycemic control: a four‐year prospective study of children and adolescents with insulin‐dependent diabetes mellitus. , 1994, Psychosomatic medicine.

[29]  L. Delahanty,et al.  The Role of Diet Behaviors in Achieving Improved Glycemic Control in Intensively Treated Patients in the Diabetes Control and Complications Trial , 1993, Diabetes Care.

[30]  E. Moberg,et al.  Acute mental stress impairs insulin sensitivity in IDDM patients , 1994, Diabetologia.

[31]  L. Shortridge‐Baggett Self-Efficacy: Measurement and Intervention in Nursing , 2001, Scholarly Inquiry for Nursing Practice.

[32]  M. Fox,et al.  Gender differences in memory and learning in children with insulin-dependent diabetes mellitus (IDDM) over a 4-year follow-up interval. , 2003, Journal of pediatric psychology.

[33]  J. van der Bijl,et al.  Self-Efficacy in Children With Diabetes Mellitus: Testing of a Measurement Instrument , 2001, Scholarly Inquiry for Nursing Practice.

[34]  W. Clarke,et al.  Parent-child relationships and the management of insulin-dependent diabetes mellitus. , 1994, Journal of consulting and clinical psychology.

[35]  Rusan Chen,et al.  Memory matters: developmental differences in predictors of diabetes care behaviors. , 2004, Journal of pediatric psychology.

[36]  D. Cox,et al.  Major developments in behavioral diabetes research. , 1992, Journal of consulting and clinical psychology.

[37]  T. Achenbach Manual for the Youth Self-Report and 1991 profile , 1991 .

[38]  D. Drotar,et al.  Who participates in research on adherence to treatment in insulin-dependent diabetes mellitus? Implications and recommendations for research. , 1999, Journal of pediatric psychology.

[39]  D. Andrewes,et al.  Neuropsychological Complications of IDDM in Children 2 Years After Disease Onset , 1998, Diabetes Care.

[40]  S. Johnson,et al.  Response to hypo- and hyperglycemia in adolescents with type I diabetes. , 2000, Journal of pediatric psychology.

[41]  D. Drotar,et al.  Age differences in parent and child responsibilities for management of cystic fibrosis and insulin-dependent diabetes mellitus. , 1994, Journal of developmental and behavioral pediatrics : JDBP.

[42]  Daniel J. Cox,et al.  Survey of Diabetes Professionals Regarding Developmental Changes in Diabetes Self-Care , 1990, Diabetes Care.

[43]  J. Naglieri,et al.  Deviation from Developmentally Appropriate Self-Care Autonomy: Association with diabetes outcomes , 1996, Diabetes Care.

[44]  C. Holmes,et al.  Chronic and discrete stress as predictors of children's adjustment. , 1999, Journal of consulting and clinical psychology.

[45]  D. Cox,et al.  Diabetes and behavioral medicine: the second decade. , 2002, Journal of consulting and clinical psychology.

[46]  S. Johnson,et al.  A longitudinal analysis of adherence and health status in childhood diabetes. , 1992, Journal of pediatric psychology.

[47]  B. Anderson,et al.  Risk factors to health in diabetic children: a prospective study from diagnosis. , 1990, Health & social work.

[48]  J. Miller,et al.  Assessing family sharing of diabetes responsibilities. , 1990, Journal of pediatric psychology.

[49]  P. Pietschmann,et al.  Hormonal and blood glucose responsiveness as an indicator of specific emotional arousal in type 1 diabetics. , 1993, Journal of psychosomatic research.

[50]  C. Holmes,et al.  Sociodemographic Risk Factors to Disease Control in Children with Diabetes , 1997 .

[51]  T. Achenbach Manual for the child behavior checklist/4-18 and 1991 profile , 1991 .

[52]  R Spillar,et al.  Cognitive and behavioral knowledge about insulin-dependent diabetes among children and parents. , 1982, Pediatrics.

[53]  T. Wysocki,et al.  Diabetes Mellitus in the Transition to Adulthood: Adjustment, Self‐Care, and Health Status , 1992, Journal of developmental and behavioral pediatrics : JDBP.

[54]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[55]  A. Panter,et al.  Writing about structural equation models. , 1995 .

[56]  T. Greer,et al.  Family environment and the interrelation of family structure, child behavior, and metabolic control for children with diabetes. , 1995, Journal of pediatric psychology.

[57]  R. Gleason,et al.  Hemoglobin A1c Compared with Three Conventional Measures of Diabetes Control , 1981, Diabetes Care.

[58]  K. Cruickshanks,et al.  The Cardiovascular Risk Profile of Adolescents with Insulin-dependent Diabetes Mellitus , 1985, Diabetes Care.