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DOI 10.1186/s12874-019-0734-8

Медицинская библиотека · BMC medical research methodology · 2019

Determining a cutoff score for the family burden interview schedule using three statistical methods.

Yu Yu, Liu Zi-Wei, Zhou Wei, Zhao Mei, Tang Bing-Wei, Xiao Shui-Yuan

СтатьяПоддержка исследования: вне правительства СШАПеревод пока не подготовлен

Аннотация

BACKGROUND

While it is widely acknowledged that family burden can be ameliorated with effective psycho-social interventions, how to measure family burden and define a valid cutoff to identify family caregivers in need of such interventions remains a key question. The purpose of the present study was to determine a statistically valid cutoff score for the Family Burden Interview Schedule (FBIS), using the cutoff scores of the Patient Health Questionnaire (PHQ-9) and the Generalized Anxiety Disorder Scale (GAD-7) as the reference.

METHODS

The FBIS, PHQ-9, and GAD-7 were administered to a representative community sample of 327 family caregivers of schizophrenia patients. A FBIS cutoff score was determined using three different statistical methods: tree-based modeling, K-means clustering technique and linear regression. Contingency analysis was conducted to compare the FBIS cutoff with depression and anxiety scale scores.

RESULTS

Findings proposed a cutoff score of 23 for the FBIS, with sensitivity being 76% for PHQ-9 and 74% for GAD-7, specificity being 68% for PHQ-9 and 67% for GAD-7.

CONCLUSION

This cutoff score would enable health care providers to assess family caregivers at risk and provide necessary interventions to improve their quality of life.

Для цитирования: Yu Yu, Liu Zi-Wei, Zhou Wei, Zhao Mei, Tang Bing-Wei, Xiao Shui-Yuan. Determining a cutoff score for the family burden interview schedule using three statistical methods.. BMC medical research methodology. 2019. DOI: 10.1186/s12874-019-0734-8.

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