Skip to main content
Erschienen in: Social Psychiatry and Psychiatric Epidemiology 7/2017

23.11.2016 | Original Paper

Depressive symptom trajectories in the first 10 years of diabetes diagnosis: antecedent factors and link with future disability in Taiwan

verfasst von: Ching-Ju Chiu, Yu-Hsuan Tseng, Yu-Ching Hsu, Shang-Te Wu

Erschienen in: Social Psychiatry and Psychiatric Epidemiology | Ausgabe 7/2017

Einloggen, um Zugang zu erhalten

Abstract

Purpose

This study identified depressive symptom trajectories in the years after diabetes diagnosis, examined factors that predict the probability for people following a specific trajectory, and investigated how the trajectories are associated with subsequent disability.

Methods

We drew data from a nationally representative survey in Taiwan to identify adults aged 50 and older diagnosed with diabetes; 487 patients newly diagnosed with diabetes during 1996–2007 were included. Time axis was set to zero when diabetes was first reported in any given wave in the survey, and data related to depressive symptoms after that were recorded. We used group-based semi-parametric mixture models to identify trajectories of depressive symptoms and multinomial logistic regressions to examine factors associated with the trajectories.

Results

Older adults with newly diagnosis of diabetes in Taiwan follow different trajectories of depressive symptoms over time. Being female, lower educated, not married/partnered, with lower self-rated health, hospitalizations, more limitations in physical function, less regular exercise before diagnosis, and not regularly using anti-diabetic medication at the beginning of their diagnosis were factors associated with increasing or high stable depressive symptom trajectories. Those who experienced high depressive symptoms were more likely than individuals with stable depressive symptoms to have physical limitations in the last follow-up interview.

Conclusions

Depressive symptom trajectories after diabetes diagnosis were associated with select sociodemographic, health, and lifestyle factors before diagnosis, and also predicted subsequent disability. Risk groups identified in the present study may be used for personalized diabetes care that prevents diabetes-related distress and future disability.
Literatur
1.
Zurück zum Zitat Tseng CH, Tseng CP, Chong CK, Huang TP, Song YM, Chou CW, Lai SM, Tai TY, Cheng JC (2006) Increasing incidence of diagnosed type 2 diabetes in Taiwan: analysis of data from a national cohort. Diabetologia 49:1755–1760CrossRefPubMed Tseng CH, Tseng CP, Chong CK, Huang TP, Song YM, Chou CW, Lai SM, Tai TY, Cheng JC (2006) Increasing incidence of diagnosed type 2 diabetes in Taiwan: analysis of data from a national cohort. Diabetologia 49:1755–1760CrossRefPubMed
2.
Zurück zum Zitat Chiu CJ, Wray LA, Ofstedal MB (2011) Diabetes-related change in physical disability from midlife to older adulthood: evidence from 1996–2003 Survey of Health and Living Status of the Elderly in Taiwan. Diabetes Res Clin Pract 91:413–423CrossRefPubMed Chiu CJ, Wray LA, Ofstedal MB (2011) Diabetes-related change in physical disability from midlife to older adulthood: evidence from 1996–2003 Survey of Health and Living Status of the Elderly in Taiwan. Diabetes Res Clin Pract 91:413–423CrossRefPubMed
3.
Zurück zum Zitat Anderson RJ, Freedland KE, Clouse RE, Lustman PJ (2001) The prevalence of comorbid depression in adults with diabetes: a meta-analysis. Diabetes Care 24:1069–1078CrossRefPubMed Anderson RJ, Freedland KE, Clouse RE, Lustman PJ (2001) The prevalence of comorbid depression in adults with diabetes: a meta-analysis. Diabetes Care 24:1069–1078CrossRefPubMed
4.
Zurück zum Zitat Thomasouli M-A, Brady EM, Davies MJ, Hall AP, Khunti K, Morris DH, Gray LJ (2013) The impact of diet and lifestyle management strategies for obstructive sleep apnoea in adults: a systematic review and meta-analysis of randomised controlled trials. Sleep Breath 17:925–935CrossRefPubMed Thomasouli M-A, Brady EM, Davies MJ, Hall AP, Khunti K, Morris DH, Gray LJ (2013) The impact of diet and lifestyle management strategies for obstructive sleep apnoea in adults: a systematic review and meta-analysis of randomised controlled trials. Sleep Breath 17:925–935CrossRefPubMed
5.
Zurück zum Zitat De Jonge P, Roy J, Saz P, Marcos G, Lobo A (2006) Prevalent and incident depression in community-dwelling elderly persons with diabetes mellitus: results from the ZARADEMP project. Diabetologia 49:2627–2633CrossRefPubMed De Jonge P, Roy J, Saz P, Marcos G, Lobo A (2006) Prevalent and incident depression in community-dwelling elderly persons with diabetes mellitus: results from the ZARADEMP project. Diabetologia 49:2627–2633CrossRefPubMed
6.
Zurück zum Zitat Egede LE, Zheng D, Simpson K (2002) Comorbid depression is associated with increased health care use and expenditures in individuals with diabetes. Diabetes Care 25:464–470CrossRefPubMed Egede LE, Zheng D, Simpson K (2002) Comorbid depression is associated with increased health care use and expenditures in individuals with diabetes. Diabetes Care 25:464–470CrossRefPubMed
7.
Zurück zum Zitat Nouwen A, Winkley K, Twisk J, Lloyd C, Peyrot M, Ismail K, Pouwer F (2010) Type 2 diabetes mellitus as a risk factor for the onset of depression: a systematic review and meta-analysis. Diabetologia 53:2480–2486CrossRefPubMedPubMedCentral Nouwen A, Winkley K, Twisk J, Lloyd C, Peyrot M, Ismail K, Pouwer F (2010) Type 2 diabetes mellitus as a risk factor for the onset of depression: a systematic review and meta-analysis. Diabetologia 53:2480–2486CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Collins M, Corcoran P, Perry I (2009) Anxiety and depression symptoms in patients with diabetes. Diabet Med 26:153–161CrossRefPubMed Collins M, Corcoran P, Perry I (2009) Anxiety and depression symptoms in patients with diabetes. Diabet Med 26:153–161CrossRefPubMed
9.
Zurück zum Zitat Lipscombe C, Burns RJ, Schmitz N (2015) Exploring trajectories of diabetes distress in adults with type 2 diabetes; a latent class growth modeling approach. J Affect Disord 188:160–166CrossRefPubMed Lipscombe C, Burns RJ, Schmitz N (2015) Exploring trajectories of diabetes distress in adults with type 2 diabetes; a latent class growth modeling approach. J Affect Disord 188:160–166CrossRefPubMed
10.
Zurück zum Zitat Schmitz N, Gariépy G, Smith KJ, Malla A, Wang J, Boyer R, Strychar I, Lesage A (2013) The pattern of depressive symptoms in people with type 2 diabetes: a prospective community study. J Psychosom Res 74:128–134CrossRefPubMed Schmitz N, Gariépy G, Smith KJ, Malla A, Wang J, Boyer R, Strychar I, Lesage A (2013) The pattern of depressive symptoms in people with type 2 diabetes: a prospective community study. J Psychosom Res 74:128–134CrossRefPubMed
11.
Zurück zum Zitat Nefs G, Pouwer F, Denollet J, Pop V (2012) The course of depressive symptoms in primary care patients with type 2 diabetes: results from the Diabetes, Depression, Type D Personality Zuidoost-Brabant (DiaDDZoB) Study. Diabetologia 55:608–616CrossRefPubMed Nefs G, Pouwer F, Denollet J, Pop V (2012) The course of depressive symptoms in primary care patients with type 2 diabetes: results from the Diabetes, Depression, Type D Personality Zuidoost-Brabant (DiaDDZoB) Study. Diabetologia 55:608–616CrossRefPubMed
12.
Zurück zum Zitat Katon W, von Korff M, Ciechanowski P, Russo J, Lin E, Simon G, Ludman E, Walker E, Bush T, Young B (2004) Behavioral and clinical factors associated with depression among individuals with diabetes. Diabetes Care 27:914–920CrossRefPubMed Katon W, von Korff M, Ciechanowski P, Russo J, Lin E, Simon G, Ludman E, Walker E, Bush T, Young B (2004) Behavioral and clinical factors associated with depression among individuals with diabetes. Diabetes Care 27:914–920CrossRefPubMed
13.
Zurück zum Zitat Ciechanowski PS, Katon WJ, Russo JE (2000) Depression and diabetes: impact of depressive symptoms on adherence, function, and costs. Arch Intern Med 160:3278–3285CrossRefPubMed Ciechanowski PS, Katon WJ, Russo JE (2000) Depression and diabetes: impact of depressive symptoms on adherence, function, and costs. Arch Intern Med 160:3278–3285CrossRefPubMed
14.
Zurück zum Zitat Katon WJ, Rutter C, Simon G, Lin EH, Ludman E, Ciechanowski P, Kinder L, Young B, Von Korff M (2005) The association of comorbid depression with mortality in patients with type 2 diabetes. Diabetes Care 28:2668–2672CrossRefPubMed Katon WJ, Rutter C, Simon G, Lin EH, Ludman E, Ciechanowski P, Kinder L, Young B, Von Korff M (2005) The association of comorbid depression with mortality in patients with type 2 diabetes. Diabetes Care 28:2668–2672CrossRefPubMed
15.
Zurück zum Zitat Limongi F, Noale M, Crepaldi G, Maggi S (2014) Prevalence of diabetes and depressive symptomatology and their effect on mortality risk in elderly Italians: The Italian Longitudinal Study on Aging. Diabetes Metab 40(5):373–378CrossRefPubMed Limongi F, Noale M, Crepaldi G, Maggi S (2014) Prevalence of diabetes and depressive symptomatology and their effect on mortality risk in elderly Italians: The Italian Longitudinal Study on Aging. Diabetes Metab 40(5):373–378CrossRefPubMed
16.
Zurück zum Zitat Lloyd C, Dyer P, Barnett A (2000) Prevalence of symptoms of depression and anxiety in a diabetes clinic population. Diabet Med 17:198–202CrossRefPubMed Lloyd C, Dyer P, Barnett A (2000) Prevalence of symptoms of depression and anxiety in a diabetes clinic population. Diabet Med 17:198–202CrossRefPubMed
17.
Zurück zum Zitat Popkin MK, Callies AL, Lentz RD, Colon EA, Sutherland DE (1988) Prevalence of major depression, simple phobia, and other psychiatric disorders in patients with long-standing type I diabetes mellitus. Arch Gen Psychiatry 45:64–68CrossRefPubMed Popkin MK, Callies AL, Lentz RD, Colon EA, Sutherland DE (1988) Prevalence of major depression, simple phobia, and other psychiatric disorders in patients with long-standing type I diabetes mellitus. Arch Gen Psychiatry 45:64–68CrossRefPubMed
18.
19.
Zurück zum Zitat Nagi SZ (1976) An epidemiology of disability among adults in the United States. Milbank Mem Fund Q Health Soc 54:439–467CrossRefPubMed Nagi SZ (1976) An epidemiology of disability among adults in the United States. Milbank Mem Fund Q Health Soc 54:439–467CrossRefPubMed
20.
Zurück zum Zitat Jones BL, Nagin DS (2007) Advances in group-based trajectory modeling and an SAS procedure for estimating them. Sociol Methods Res 35:542–571CrossRef Jones BL, Nagin DS (2007) Advances in group-based trajectory modeling and an SAS procedure for estimating them. Sociol Methods Res 35:542–571CrossRef
21.
Zurück zum Zitat Nagin DS (2005) Group-based modeling of development. Harvard University Press, CambridgeCrossRef Nagin DS (2005) Group-based modeling of development. Harvard University Press, CambridgeCrossRef
22.
Zurück zum Zitat Nagin DS (1999) Analyzing developmental trajectories: a semiparametric group-based approach. Psychol Methods 4:139–157CrossRef Nagin DS (1999) Analyzing developmental trajectories: a semiparametric group-based approach. Psychol Methods 4:139–157CrossRef
23.
Zurück zum Zitat D’Unger AV, Land KC, McCall PL, Nagin DS (1998) How many latent classes of delinquent/criminal careers? results from mixed poisson regression analyses 1. Am J Sociol 103:1593–1630CrossRef D’Unger AV, Land KC, McCall PL, Nagin DS (1998) How many latent classes of delinquent/criminal careers? results from mixed poisson regression analyses 1. Am J Sociol 103:1593–1630CrossRef
24.
Zurück zum Zitat Khan MA, Sultan SM, Nazli R, Akhtar T, Khan MA, Sher N, Aslam H (2014) Depression among patients with type-II diabetes mellitus. J Coll Phys Surg Pak 24:770–771 Khan MA, Sultan SM, Nazli R, Akhtar T, Khan MA, Sher N, Aslam H (2014) Depression among patients with type-II diabetes mellitus. J Coll Phys Surg Pak 24:770–771
25.
Zurück zum Zitat Ali S, Stone M, Peters J, Davies M, Khunti K (2006) The prevalence of co-morbid depression in adults with Type 2 diabetes: a systematic review and meta-analysis. Diabet Med 23:1165–1173CrossRefPubMed Ali S, Stone M, Peters J, Davies M, Khunti K (2006) The prevalence of co-morbid depression in adults with Type 2 diabetes: a systematic review and meta-analysis. Diabet Med 23:1165–1173CrossRefPubMed
26.
Zurück zum Zitat Tsai YF, Chung JW, Wong TK, Huang CM (2005) Comparison of the prevalence and risk factors for depressive symptoms among elderly nursing home residents in Taiwan and Hong Kong. Int J Geriatr Psychiatry 20:315–321CrossRefPubMed Tsai YF, Chung JW, Wong TK, Huang CM (2005) Comparison of the prevalence and risk factors for depressive symptoms among elderly nursing home residents in Taiwan and Hong Kong. Int J Geriatr Psychiatry 20:315–321CrossRefPubMed
27.
Zurück zum Zitat Maraldi C, Volpato S, Penninx BW, Yaffe K, Simonsick EM, Strotmeyer ES, Cesari M, Kritchevsky SB, Perry S, Ayonayon HN (2007) Diabetes mellitus, glycemic control, and incident depressive symptoms among 70- to 79-year-old persons: the health, aging, and body composition study. Arch Intern Med 167:1137–1144CrossRefPubMed Maraldi C, Volpato S, Penninx BW, Yaffe K, Simonsick EM, Strotmeyer ES, Cesari M, Kritchevsky SB, Perry S, Ayonayon HN (2007) Diabetes mellitus, glycemic control, and incident depressive symptoms among 70- to 79-year-old persons: the health, aging, and body composition study. Arch Intern Med 167:1137–1144CrossRefPubMed
28.
Zurück zum Zitat Ciechanowski PS, Katon WJ, Russo JE, Hirsch IB (2003) The relationship of depressive symptoms to symptom reporting, self-care and glucose control in diabetes. Gen Hosp Psychiatry 25:246–252CrossRefPubMed Ciechanowski PS, Katon WJ, Russo JE, Hirsch IB (2003) The relationship of depressive symptoms to symptom reporting, self-care and glucose control in diabetes. Gen Hosp Psychiatry 25:246–252CrossRefPubMed
29.
Zurück zum Zitat Gonzalez JS, Safren SA, Cagliero E, Wexler DJ, Delahanty L, Wittenberg E, Blais MA, Meigs JB, Grant RW (2007) Depression, self-care, and medication adherence in type 2 diabetes relationships across the full range of symptom severity. Diabetes Care 30:2222–2227CrossRefPubMedPubMedCentral Gonzalez JS, Safren SA, Cagliero E, Wexler DJ, Delahanty L, Wittenberg E, Blais MA, Meigs JB, Grant RW (2007) Depression, self-care, and medication adherence in type 2 diabetes relationships across the full range of symptom severity. Diabetes Care 30:2222–2227CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Lin EH, Katon W, Von Korff M, Rutter C, Simon GE, Oliver M, Ciechanowski P, Ludman EJ, Bush T, Young B (2004) Relationship of depression and diabetes self-care, medication adherence, and preventive care. Diabetes Care 27:2154–2160CrossRefPubMed Lin EH, Katon W, Von Korff M, Rutter C, Simon GE, Oliver M, Ciechanowski P, Ludman EJ, Bush T, Young B (2004) Relationship of depression and diabetes self-care, medication adherence, and preventive care. Diabetes Care 27:2154–2160CrossRefPubMed
31.
Zurück zum Zitat Shaw JL, Brown J, Khan B, Mau MK, Dillard D (2013) Resources, roadblocks and turning points: a qualitative study of American Indian/Alaska native adults with type 2 diabetes. J Community Health 38:86–94CrossRefPubMed Shaw JL, Brown J, Khan B, Mau MK, Dillard D (2013) Resources, roadblocks and turning points: a qualitative study of American Indian/Alaska native adults with type 2 diabetes. J Community Health 38:86–94CrossRefPubMed
32.
Zurück zum Zitat Goldman N, Lin I-F, Weinstein M, Lin Y-H (2003) Evaluating the quality of self-reports of hypertension and diabetes. J Clin Epidemiol 56:148–154CrossRefPubMed Goldman N, Lin I-F, Weinstein M, Lin Y-H (2003) Evaluating the quality of self-reports of hypertension and diabetes. J Clin Epidemiol 56:148–154CrossRefPubMed
Metadaten
Titel
Depressive symptom trajectories in the first 10 years of diabetes diagnosis: antecedent factors and link with future disability in Taiwan
verfasst von
Ching-Ju Chiu
Yu-Hsuan Tseng
Yu-Ching Hsu
Shang-Te Wu
Publikationsdatum
23.11.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Social Psychiatry and Psychiatric Epidemiology / Ausgabe 7/2017
Print ISSN: 0933-7954
Elektronische ISSN: 1433-9285
DOI
https://doi.org/10.1007/s00127-016-1314-4

Weitere Artikel der Ausgabe 7/2017

Social Psychiatry and Psychiatric Epidemiology 7/2017 Zur Ausgabe

Update Psychiatrie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.