PURPOSE: Determine the structure of depressive symptoms among adolescents and older adults through the person-centered approach of latent class analysis (LCA). METHODS: The study is based on data from two independent samples collected in Mexico City (2,444 adolescents and 2,223 older adults) which included the revised version of the CES-D. The presence or absence of depressed mood (dysphoria), diminished pleasure (anhedonia), drastic change in weight, sleep problems, thinking and concentration difficulties, excessive or inappropriate guilt, fatigue, psychomotor agitation/retardation, and suicide ideation were used in LCA to determine the structure of depressive symptoms for adolescents and older adults. RESULTS: Adolescents reported higher excessive or inappropriate guilt compared to older adults, while older adults had higher proportions of anhedonia, sleep problems, fatigue, and psychomotor agitation/retardation. Similar proportions were found in other symptoms. The LCA analysis showed the best fit with four latent classes (LC): LC 1, "symptoms suggestive of major depressive episode (MDE)" with prevalence of 5.9 % (n = 144) and 10.3 % (n = 230) among adolescents and older adults, respectively; LC 2, "probable MDE symptoms" 18.2 % (n = 446) and 23.0 % (n = 512); LC 3, "possible MDE" 27.7 % (n = 676) and 21.8 % (n = 485); LC 4, "without significant depressive symptoms" 48.2 % (n = 1,178) and 44.8 % (n = 996). The differences in item thresholds between the two groups (adolescents vs. older adults) were statistically significant (Wald test = 255.684, df = 1, p < 0.001). CONCLUSIONS: This study documented important similarities and differences in the structure of depressive symptoms between adolescents and older adults that merit acknowledgment, further study, and consideration of their potential clinical and public health implications.
PURPOSE: Determine the structure of depressive symptoms among adolescents and older adults through the person-centered approach of latent class analysis (LCA). METHODS: The study is based on data from two independent samples collected in Mexico City (2,444 adolescents and 2,223 older adults) which included the revised version of the CES-D. The presence or absence of depressed mood (dysphoria), diminished pleasure (anhedonia), drastic change in weight, sleep problems, thinking and concentration difficulties, excessive or inappropriate guilt, fatigue, psychomotor agitation/retardation, and suicide ideation were used in LCA to determine the structure of depressive symptoms for adolescents and older adults. RESULTS: Adolescents reported higher excessive or inappropriate guilt compared to older adults, while older adults had higher proportions of anhedonia, sleep problems, fatigue, and psychomotor agitation/retardation. Similar proportions were found in other symptoms. The LCA analysis showed the best fit with four latent classes (LC): LC 1, "symptoms suggestive of major depressive episode (MDE)" with prevalence of 5.9 % (n = 144) and 10.3 % (n = 230) among adolescents and older adults, respectively; LC 2, "probable MDE symptoms" 18.2 % (n = 446) and 23.0 % (n = 512); LC 3, "possible MDE" 27.7 % (n = 676) and 21.8 % (n = 485); LC 4, "without significant depressive symptoms" 48.2 % (n = 1,178) and 44.8 % (n = 996). The differences in item thresholds between the two groups (adolescents vs. older adults) were statistically significant (Wald test = 255.684, df = 1, p < 0.001). CONCLUSIONS: This study documented important similarities and differences in the structure of depressive symptoms between adolescents and older adults that merit acknowledgment, further study, and consideration of their potential clinical and public health implications.
Authors: B D Lebowitz; J L Pearson; L S Schneider; C F Reynolds; G S Alexopoulos; M L Bruce; Y Conwell; I R Katz; B S Meyers; M F Morrison; J Mossey; G Niederehe; P Parmelee Journal: JAMA Date: 1997-10-08 Impact factor: 56.272
Authors: C Z Garrison; J L Waller; S P Cuffe; R E McKeown; C L Addy; K L Jackson Journal: J Am Acad Child Adolesc Psychiatry Date: 1997-04 Impact factor: 8.829
Authors: Quynh C Nguyen; Andres Villaveces; Stephen W Marshall; Jon M Hussey; Carolyn T Halpern; Charles Poole Journal: PLoS One Date: 2012-08-01 Impact factor: 3.240
Authors: Adam M Leventhal; Jennifer B Unger; Janet Audrain-McGovern; Steve Sussman; Heather E Volk; David R Strong Journal: J Pers Assess Date: 2015-04-20