Predicting outcomes of primary care patients with major depression: development of a depression prognosis index.
OBJECTIVE
Depression research and practice focus increasingly on diverse patient populations with varying probabilities of response to clinical care. Prognostic indices use preexisting patient characteristics to estimate the probability of subsequent negative clinical outcomes and are useful tools for improving the study and care of diverse populations. Few such measures, however, have been developed for mental health conditions. This study developed and validated a depression prognosis measure for primary care patients with major depression.


METHODS
Consecutive patients in 108 primary care practices were screened for depression, and 1,471 with major depression were enrolled. A Depression Prognosis Index (DPI) predicting persistent depression six months after baseline was developed for a random one-third subsample and validated with the remaining two-thirds. Models included prior treatment, demographic characteristics, comorbidities, and other physical, psychological, and social predictors.


RESULTS
Sixty-four percent to 65% of patients classified by baseline DPI score as being in the sample quartile with the worst prognosis had probable major depression six months later, compared with 14% to 15% in the best-prognosis quartile. The DPI had an R2 of .40 in the development sample and .27 in the validation sample. Important predictors included severity of depression symptoms at baseline, social support, common physical symptoms, and having completed three months of antidepressants at sample entry.


CONCLUSIONS
The ability of the DPI to predict six-month outcomes compares favorably to that of prognostic indices for general medical problems. These results validate the DPI and provide conceptual guidance for further development of depression risk stratification instruments for clinical and research use.
Rubenstein
Lisa V
LV
Department of Medicine, Veterans Affairs Greater Los Angeles Healthcare System. Los Angeles, CA, USA. lisar@rand.org
Rayburn
Nadine R
NR
Keeler
Emmett B
EB
Ford
Daniel E
DE
Rost
Kathryn M
KM
Sherbourne
Cathy D
CD
D000328:Adult; D000368:Aged; D003430:Cross-Sectional Studies; D003865:Major Depressive Disorder / Q000175:diagnosis* / Q000523:psychology / Q000628:therapy; D005260:Female; D019983:Guideline Adherence; D006801:Humans; D008297:Male; D008875:Middle Aged; D011320:Primary Health Care; D011379:Prognosis; D011785:Quality Assurance, Health Care; D012189:Retrospective Studies; D012307:Risk Factors; D016896:Treatment Outcome; D014481:United States