Longitudinal risk profiling for suicidal thoughts and behaviours in a community cohort using decision trees

Journal of Affective Disorders

Volumn 142, Issue 1-3, 2012, Pages 306-314

  Batterham, Philip J ^a   Christensen, Helen ^b  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

Decision tree models; Risk factors; Suicide attempts; Suicide ideation; Suicide risk assessment

Indexed keywords

ADULT; ANXIETY; ARTICLE; AUSTRALIA; COHORT ANALYSIS; DECISION TREE; DEPRESSION; FEMALE; FOLLOW UP; HEALTH; HUMAN; LONGITUDINAL STUDY; MAJOR CLINICAL STUDY; MALE; MENTAL HEALTH; NEUROSIS; PERSONALITY; POPULATION RESEARCH; PREDICTOR VARIABLE; PRIORITY JOURNAL; RISK ASSESSMENT; RISK FACTOR; RUMINATION; SELF REPORT; SOCIAL STRESS; SOCIAL SUPPORT; SUBSTANCE ABUSE; SUICIDAL BEHAVIOR; SUICIDAL IDEATION;

ADULT; ANXIETY; ANXIETY DISORDERS; AUSTRALIA; COMORBIDITY; DECISION SUPPORT TECHNIQUES; DECISION TREES; DEPRESSION; DEPRESSIVE DISORDER; FEMALE; HUMANS; LONGITUDINAL STUDIES; MALE; MIDDLE AGED; RISK ASSESSMENT; RISK FACTORS; SUBSTANCE-RELATED DISORDERS; SUICIDAL IDEATION; SUICIDE; SUICIDE, ATTEMPTED; YOUNG ADULT;

EID: 84868112489     PISSN: 01650327     EISSN: 15732517     Source Type: Journal    
DOI: 10.1016/j.jad.2012.05.021     Document Type: Article

References (40)

1. Anstey, K.J.; Christensen, H.; Butterworth, P.; Easteal, S.; Mackinnon, A.; Jacomb, T.; Maxwell, K.; Rodgers, B.; Windsor, T.; Cherbuin, N.; Jorm, A.F.; 2011. Cohort Profile: The PATH through life project. International Journal of Epidemiology. doi:org/10.1093/ije/dyr025.
2. T.F. Babor, J.C. Higgins-Biddle, J.B. Saunders, and M.G. Monteiro AUDIT: The Alcohol Use Disorders Identification Test, Guidelines for Use in Primary Care 2001 World Health Organization Geneva
3. P.J. Batterham, H. Christensen, and A.J. Mackinnon Modifiable risk factors predicting major depressive disorder at four year follow-up: a decision tree approach BMC Psychiatry 9 2009 75
4. J. Brezo, J. Paris, and G. Turecki Personality traits as correlates of suicidal ideation, suicide attempts, and suicide completions: a systematic review Acta Psychiatrica Scandinavica 113 2006 180 206
5. Y. Conwell Suicide in later life: a review and recommendations for prevention Suicide and Life Threatening Behaviour 31 Suppl. 2001 32 47
6. S. D'Alisa, G. Miscio, S. Baudo, A. Simone, L. Tesio, and A. Mauro Depression is the main determinant of quality of life in multiple sclerosis: a classification-regression (CART) study Disability and Rehabilitation 28 2006 307 314
7. D. De Leo, E. Cerin, K. Spathonis, and S. Burgis Lifetime risk of suicide ideation and attempts in an Australian community: prevalence, suicidal process, and help-seeking behaviour Journal of Affective Disorders 86 2005 215 224
8. P.R. Duberstein, Y. Conwell, K.R. Conner, S. Eberly, and E.D. Caine Suicide at 50 years of age and older: perceived physical illness, family discord and financial strain Psychological Medicine 34 2004 137 146
9. P.R. Duberstein, Y. Conwell, K.R. Conner, S. Eberly, J.S. Evinger, and E.D. Caine Poor social integration and suicide: fact or artifact? A case-control study Psychological Medicine 34 2004 1331 1337
10. S.B. Eysenck, H.J. Eysenck, and P. Barrett A revised version of the Psychoticism scale Personality and Individual Differences 6 1985 21 29
11. A.K. Fairweather-Schmidt, K.J. Anstey, A. Salim, and B. Rodgers Baseline factors predictive of serious suicidality at follow-up: findings focussing on age and gender from a community-based study BMC Psychiatry 10 2010 41
12. A.K. Fairweather, K.J. Anstey, B. Rodgers, and P. Butterworth Factors distinguishing suicide attempters from suicide ideators in a community sample: social issues and physical health problems Psychological Medicine 36 2006 1235 1245
13. A.K. Fairweather, K.J. Anstey, B. Rodgers, A.F. Jorm, and H. Christensen Age and gender differences among Australian suicide ideators: prevalence and correlates Journal of Nervous and Mental Disease 195 2007 130 136
14. T. Foster Adverse life events proximal to adult suicide: a synthesis of findings from psychological autopsy studies Archives of Suicide Research 15 2011 1 15
15. D. Goldberg, K. Bridges, P. Duncan-Jones, and D. Grayson Detecting anxiety and depression in general medical settings BMJ 297 1988 897 899
16. E.C. Harris, and B. Barraclough Suicide as an outcome for mental disorders. A meta-analysis British Journal of Psychiatry 170 1997 205 228
17. J. Hawgood, and D. De Leo Anxiety disorders and suicidal behaviour: an update Current Opinion in Psychiatry 21 2008 51 64
18. M. Heikkinen, H. Aro, and J. Lonnqvist Life events and social support in suicide Suicide and Life Threatening Behaviour 23 1993 343 358
19. M. Heikkinen, H. Aro, and J. Lonnqvist Recent life events, social support and suicide Acta Psychiatrica Scandinavica Suppl. 377 1994 65 72
20. R. Jackson Guidelines on preventing cardiovascular disease in clinical practice BMJ (Clinical Research ed) 320 2000 659 661
21. C.A. King, and C.R. Merchant Social and interpersonal factors relating to adolescent suicidality: a review of the literature Archives of Suicide Research 12 2008 181 196
22. M. Lindelow, R. Hardy, and B. Rodgers Development of a scale to measure symptoms of anxiety and depression in the general UK population: the psychiatric symptom frequency scale Journal of Epidemiology and Community Health 51 1997 549 557
23. J.J. Mann, S.P. Ellis, C.M. Waternaux, X. Liu, M.A. Oquendo, K.M. Malone, B.S. Brodsky, G.L. Haas, and D. Currier Classification trees distinguish suicide attempters in major psychiatric disorders: a model of clinical decision making Journal of Clinical Psychiatry 69 2008 23 31
24. H.J. Moller Evidence for beneficial effects of antidepressants on suicidality in depressive patients: a systematic review European Archives of Psychiatry and Clinical Neuroscience 256 2006 329 343
25. R. Morrison, and R.C. O'Connor A systematic review of the relationship between rumination and suicidality Suicide and Life Threatening Behaviour 38 2008 523 538
26. M.K. Nock, I. Hwang, N. Sampson, R.C. Kessler, M. Angermeyer, A. Beautrais, G. Borges, E. Bromet, R. Bruffaerts, G. de Girolamo, R. de Graaf, S. Florescu, O. Gureje, J.M. Haro, C. Hu, Y. Huang, E.G. Karam, N. Kawakami, V. Kovess, D. Levinson, J. Posada-Villa, R. Sagar, T. Tomov, M.C. Viana, and D.R. Williams Cross-national analysis of the associations among mental disorders and suicidal behavior: findings from the WHO World Mental Health Surveys PLoS Medicine 6 2009 e1000123
27. S. Nolen-Hoeksema, and J. Morrow A prospective study of depression and posttraumatic stress symptoms after a natural disaster: the 1989 Loma Prieta Earthquake Journal of Personality and Social Psychology 61 1991 115 121
28. M.A. Oquendo, D. Currier, and J.J. Mann Prospective studies of suicidal behavior in major depressive and bipolar disorders: what is the evidence for predictive risk factors? Acta Psychiatrica Scandinavica 114 2006 151 158
29. R.A. Parslow, A.F. Jorm, H. Christensen, and A. Mackinnon An instrument to measure engagement in life: factor analysis and associations with sociodemographic, health and cognition measures Gerontology 52 2006 188 198
30. L.I. Pearlin, M.A. Lieberman, E.G. Menaghan, and J.T. Mullan The stress process Journal of Health and Social Behaviour 22 1981 337 356
31. A. Preti, F. De Biasi, and P. Miotto Musical creativity and suicide Psychological Reports 89 2001 719 727
32. M. Preville, R. Hebert, R. Boyer, G. Bravo, and M. Seguin Physical health and mental disorder in elderly suicide: a case-control study Aging Mental Health 9 2005 576 584
33. Z. Rihmer Can better recognition and treatment of depression reduce suicide rates? A brief review European Psychiatry 16 2001 406 409
34. S. Roskar, A. Podlesek, M. Kuzmanic, L.O. Demsar, M. Zaletel, and A. Marusic Suicide risk and its relationship to change in marital status Crisis 32 2011 24 30
35. N. Schmitz, J. Kugler, and J. Rollnik On the relation between neuroticism, self-esteem, and depression: results from the National Comorbidity Survey Comprehensive Psychiatry 44 2003 169 176
36. R.A. Schoevers, F. Smit, D.J. Deeg, P. Cuijpers, J. Dekker, W. van Tilburg, and A.T. Beekman Prevention of late-life depression in primary care: do we know where to begin? American Journal of Psychiatry 163 2006 1611 1621
37. T.L. Schuster, R.C. Kessler, and R.H. Aseltine Jr. Supportive interactions, negative interactions, and depressed mood American Journal of Community Psychology 18 1990 423 438
38. F. Smits, N. Smits, R. Schoevers, D. Deeg, A. Beekman, and P. Cuijpers An epidemiological approach to depression prevention in old age American Journal of Geriatric Psychiatry 16 2008 444 453
39. K.A. Van Orden, T.K. Witte, K.H. Gordon, T.W. Bender, and T.E. Joiner Jr. Suicidal desire and the capability for suicide: tests of the interpersonal-psychological theory of suicidal behavior among adults Journal of Consulting Clinincal Psychology 76 2008 72 83
40. J.M. Woo, and T.T. Postolache The impact of work environment on mood disorders and suicide: evidence and implications International Journal of Disability and Human Development 7 2008 185 200