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. Author manuscript; available in PMC: 2024 Mar 13.
Published in final edited form as: Stat Med. 2023 Jan 11;42(5):632–655. doi: 10.1002/sim.9635

TABLE 4.

Means/percents and standard errors (SE) for the covariates from the time-to-treatment model in the HCHCS/SOL analysis for the full analytic sample, the untreated subgroup without IP weights, and the untreated subgroup with IP weights

Analytic Samplea Exclude Treatedb IPW Proposedc

Covariate Mean/Percent SE Mean/Percent SE Mean/Percent SE

Systolic blood pressure 116.67 0.25 114.55 0.24 116.20 0.29
Diastolic blood pressure 70.96 0.20 69.74 0.20 70.74 0.22
Age 37.82 0.25 36.14 0.23 37.44 0.26
Gender (%) 49.53 0.74 49.68 0.79 49.68 0.79
Hispanic/Latino background (%)
 Dominican 9.03 0.75 8.76 0.75 8.98 0.75
 Central American 8.19 0.77 8.38 0.81 8.40 0.80
 Cuban 17.55 1.51 16.61 1.47 17.25 1.53
 Mexican 41.42 1.73 42.67 1.76 41.47 1.73
 Puerto Rican 14.06 0.81 13.40 0.82 14.06 0.86
 South American 4.97 0.42 5.14 0.46 5.02 0.43
 Multiple/other 4.77 0.42 5.05 0.46 4.82 0.43
US born (%) 24.91 0.97 26.70 1.04 25.48 1.01
Years in the US 18.69 0.32 18.19 0.32 18.71 0.34
Meets 2008 activity level guidelines (%) 70.00 0.80 71.13 0.82 70.38 0.83
Usual daily sodium intake 3416.75 23.15 3440.27 23.87 3421.49 24.20
Usual daily potassium intake 2499.65 12.90 2496.94 13.92 2495.33 13.35
Usual daily energy intake 2027.61 10.28 2045.72 11.01 2032.75 10.71
Alternative Healthy Eating Index 2010 47.34 0.18 47.13 0.19 47.26 0.18
Education (%)
 No high school diploma/GED 30.31 0.91 29.12 0.96 29.62 0.98
 At most high school diploma/GED 29.01 0.79 29.73 0.85 29.36 0.85
 Greater than high school diploma/GED 40.68 1.02 41.15 1.09 41.02 1.08
Income (%)
 < $30,000 60.66 1.09 59.76 1.16 60.52 1.15
 $30,000+ 33.73 1.14 34.61 1.19 33.96 1.16
 Missing 5.61 0.43 5.63 0.47 5.52 0.46
Marital status (%)
 Single 37.71 0.96 39.72 1.03 38.21 0.98
 Married or living with a partner 49.45 1.05 49.15 1.09 49.32 1.05
 Separated, divorced, or widow(er) 12.85 0.57 11.13 0.52 12.47 0.60
Health insurance coverage (%) 46.48 1.10 45.50 1.15 46.29 1.15
Current smoker (%) 20.19 0.72 19.65 0.77 20.19 0.79
Body mass index (BMI) (%)
 Underweight/normal weight (BMI < 25 kg/m2) 25.67 0.79 27.31 0.86 25.98 0.82
 Overweight (25 kg/m2 ≥ BMI < 30 kg/m2) 37.45 0.81 37.20 0.83 37.22 0.82
 Obese (BMI ≥ 30 kg/m2) 36.88 0.84 35.50 0.91 36.80 0.92
Diabetes (%) 8.85 0.39 6.63 0.36 8.01 0.46
Chronic kidney disease (stage 2 – 5) (%) 39.77 0.85 37.74 0.91 39.57 0.93
Total cholesterol (mg/dL) 193.34 0.73 191.28 0.79 193.20 0.80
Family history of coronary heart disease (%) 24.37 0.74 22.43 0.77 24.13 0.81
Fasting glucose (mg/dL) 98.60 0.45 96.53 0.39 97.54 0.44
Employment status (%)
 Retired and not currently employed 4.04 0.28 2.84 0.25 3.62 0.33
 Not retired and not currently employed 40.66 0.88 40.74 0.92 40.48 0.93
 Employed part-time 18.55 0.61 19.18 0.67 18.76 0.65
 Employed full-time 36.75 0.82 37.24 0.87 37.14 0.87
Frequency of doctor visits in past year (%)
 None 35.15 0.91 36.10 0.99 35.45 0.98
 Once 18.63 0.69 19.12 0.74 18.69 0.72
 2–3 times 23.73 0.76 23.82 0.81 23.72 0.81
 > 3 times 22.49 0.69 20.96 0.70 22.14 0.74
High total cholesterol 38.28 0.80 36.56 0.86 38.13 0.86
History of cardiovascular disease (%) 3.10 0.30 2.71 0.33 3.10 0.39
Any pregnancy history (%) 40.82 0.72 39.82 0.77 40.62 0.78

NOTE: All values weighted for study design and non-response at follow-up (i.e., weighted by the study sampling weights).

a

Based on entire analytic sample. The purpose of the IP weights is to re-weight the untreated subgroup to resemble this sample.

b

Based on the untreated subgroup only, without applying the IP weights.

c

Based on the untreated subgroup only, weighted by the product of the sampling weights and the proposed IP weights.