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. 2023 May 15:1–12. Online ahead of print. doi: 10.1007/s40615-023-01565-x

Table 3.

Ethnic determinants and respective 2015–2018 NSDUH proxy variables analyzed based on Ethic and Disparities Framework [18]

Construct domaina Ethnic determinant of healthb NSDUH proxy variable
Environment-societal structure and their opportunities level of analysis
Geographic location Urban/rural context COUTYP1 = Metro/nonmetro status recoded
Education

Education completion/graduation

Linguistic proficiency

EDUHIGHCAT = Education graduate categories

LANGVER = Survey language version; SPEAKENGL = How well speak English

Economic stability

Occupation and occupational stress

Financial stress

Health insurance status

ASDSWRK2 = Depress feelings role impairment—ability to work

POVERTY3 = Poverty level; IRWRKSTAT18 = Employment status

IRINSUR4 = any health insurance type

Healthcare system

Access to healthcare providers

Access to medication for depression

ADOCMDE = Saw/talk To Gen Prac/Fam Med Abt Depres Feelings; APSY1MDE = Saw/talk To Psychologist; ASOCMDE = Saw/talk To SW Abt Depres Feelings; ARXMDEYR = Used Rx Med For Depressive Feelings
Social-cognitive-behavioral (cross-cutting) levels of analysis
Stress and stress processes Stress level and effects HEALTH2 = Overall health status; MHSUITHK = Thoughts/plans of suicide; AMDEIMP = MDE with severe role impairment; SPDYR = Past year serious psychological distress
Cultural factors Values and norms

Stigma

Beliefs about health and healing

Religious beliefs

MHRCFID2 = No mental health treatment in past year due to confidentiality

MHRNOND2 = No mental health treatment, not needed; MHRNOHP2 = No mental health treatment, not helpful

SNRLDCSN = Religious beliefs influence my decisions

aAdapted from Ramirez Garcia (2019)

bAdapted from Ramirez Garcia (2019); the National Institute of Minority Health and Health Disparities (National Institutes of Health, 2018); National Institute of Aging (Hill, Pérez-Stable, Anderson, and Bernard 2015); Castro and Alarcon (2002); Falicov (2013)