Citation

Lovero KL, Basaraba C, Khan S, Suleman A, Mabunda D, Feliciano P, Dos Santos P, Fumo W, Mandlate F, Greene MC, Fiks Salem A, Mootz JJ, Mocumbi AO, Duarte CS, Gouveia L, Oquendo MA, Wall MM, Wainberg ML. Psychiatr. Serv. 2021; 72(8): 891-897.

Copyright

(Copyright © 2021, American Psychiatric Association)

DOI

10.1176/appi.ps.202000504

PMID

33993717

PMCID

PMC8328865

Abstract

OBJECTIVE: Stepped mental health care requires a rapid method for nonspecialists to detect illness. This study aimed to develop and validate a brief instrument, the Mental Wellness Tool (mwTool), for identification and classification.
METHODS: Cross-sectional development and validation samples included adults at six health facilities in Mozambique. Mini International Neuropsychiatric Interview diagnoses were the criterion standard. Candidate items were from nine mental disorder and functioning assessments. Regression modeling and expert consultation determined best items for identifying any mental disorder and classifying positives into disorder categories (severe mental disorder, common mental disorder, substance use disorder, and suicide risk). For validation, sensitivity and specificity were calculated for any mental disorder (index and proxy respondents) and disorder categories (index).
RESULTS: From the development sample (911 participants, mean±SD age=32.0±11 years, 63% female), 13 items were selected-three with 0.83 sensitivity (95% confidence interval [CI]=0.79-0.86) for any mental disorder and 10 additional items classifying participants with a specificity that ranged from 0.72 (severe mental disorder) to 0.90 (suicide risk). For validation (453 participants, age 31±11 years, 65% female), sensitivity for any mental disorder was 0.94 (95% CI=0.89-0.97) with index responses and 0.73 (95% CI=0.58-0.85) with family proxy responses. Specificity for categories ranged from 0.47 (severe mental disorder) to 0.93 (suicide risk). Removing one item increased severe mental disorder specificity to 0.63 (95% CI=0.58-0.68).
CONCLUSIONS: The mwTool performed well for identification of any mental disorder with index and proxy responses to three items and for classification into treatment categories with index responses to nine additional items.

Language: en

Keywords

Humans; Cross-Sectional Studies; Adult; Female; Male; Young Adult; Psychiatric Status Rating Scales; Substance-Related Disorders; screening; Mass Screening; Sensitivity and Specificity; Mental Disorders; Diagnosis/classification (DSM); low-resource; Stepped care; task-shifting