“…Out of the fifteen studies assessing HIV viral suppression, seven found no association with neighborhood level income [ 70 , 72 , 78 ], affluence [ 80 ], residential stability [ 80 , 81 ], health care access [ 70 , 80 ], and food accessibility [ 88 , 99 ]. Six studies found inverse associations with HIV viral suppression and neighborhood level income [ 95 ], education [ 81 , 82 , 100 ], lack of car ownership [ 77 , 81 , 100 ], residential instability [ 91 ], percent of female-headed households [ 81 ], and food inaccessibility [ 80 ]. A positive association with HIV viral suppression was observed among men who have sex with men (MSM) living in areas that were more concentrated with MSM-headed households [ 70 ], neighborhoods with low poverty, low unemployment, high insurance coverage, and high education attainment [ 93 ].…”