Background
Methods
Study population
Study outcome
Individual-level variables
Total Study Population (n = 472) | ||||
---|---|---|---|---|
Non-Adherent | Adherent | Total | P-Value | |
(N = 91) | (N = 381) | (N = 472) | ||
Socio-Demographics | ||||
Age | 0.27 | |||
Mean (SD) | 58.9 (11.0) | 57.4 (11.1) | 58.2 (10.9) | |
Median [Min, Max] | 54.0 [46.0, 94.0] | 57.0 [39.0, 86.0] | 55.3 [39.0, 94.0] | |
Race/ethnicity | 0.02* | |||
NHW | 20 (22.0%) | 98 (25.7%) | 118 (25%) | |
NHB | 42 (46.2%) | 222 (58.3%) | 264 (55.9%) | |
Hispanic | 29 (31.9%) | 60 (15.7%) | 89 (18.9%) | |
Missing | 0 (0%) | 1 (0.3%) | 1 (0.2%) | |
Center | < 0.01* | |||
FCCC | 58 (63.7%) | 185 (48.6%) | 243 (51.5%) | |
TUH | 33 (36.3%) | 196 (51.4%) | 229 (48.5%) | |
Education | 0.38 | |||
More than high school | 50 (54.9%) | 224 (58.8%) | 274 (58.1%) | |
High school | 20 (22.0%) | 92 (24.1%) | 112 (23.7%) | |
Less than high school | 21 (23.1%) | 64 (16.8%) | 85 (18.0%) | |
Missing | 0 (0%) | 1 (0.3%) | 1 (0.2%) | |
Marital status | 0.15 | |||
Married | 23 (25.3%) | 125 (32.8%) | 148 (31.4%) | |
Not Married | 68 (74.7%) | 253 (66.4%) | 321 (68.0%) | |
Missing | 0 (0%) | 3 (0.8%) | 3 (0.6%) | |
Country of birth | 0.06 | |||
USA | 79 (86.8%) | 354 (92.9%) | 433 (91.7%) | |
Foreign | 12 (13.2%) | 27 (7.1%) | 39 (8.3%) | |
Home rental or ownership | 0.01* | |||
Rent/Other | 54 (59.3%) | 171 (44.9%) | 225 (47.7%) | |
Own | 37 (40.7%) | 210 (55.1%) | 247 (52.3%) | |
Insurance type | 0.60 | |||
Government (Veteran) | 3 (3.3%) | 9 (2.4%) | 12 (2.5%) | |
Medicaid | 33 (36.3%) | 119 (31.2%) | 152 (32.2%) | |
Medicare | 20 (22.0%) | 101 (26.5%) | 121 (25.6%) | |
Not Insured | 9 (9.9%) | 27 (7.1%) | 36 (7.6%) | |
Private | 25 (27.5%) | 124 (32.5%) | 149 (31.6%) | |
Missing | 1 (1.1%) | 1 (0.3%) | 2 (0.4%) | |
Economic Variables | ||||
Household income | .17* | |||
Low (Less than $10,000 to under $20,000) | 39 (42.9%) | 141 (37.0%) | 180 (38.1%) | |
Mid ($20,000 to under $75,000) | 35 (38.5%) | 127 (33.3%) | 162 (34.3%) | |
High (above $75,000) | 9 (9.9%) | 74 (19.4%) | 83 (17.6%) | |
Not sure/Refused | 8 (8.8%) | 39 (10.2%) | 47 (10.0%) | |
How often in the past 12 months would you say you were worried or stressed about having enough money to pay your rent/mortgage (financial insecurity)? | 0.24 | |||
Always/Usually | 24 (26.4%) | 83 (21.8%) | 107 (22.7%) | |
Sometimes | 29 (31.9%) | 95 (24.9%) | 124 (26.3%) | |
Never/Rarely | 33 (36.3%) | 183 (48.0%) | 216 (45.8%) | |
Not sure/Refused | 5 (5.5%) | 20 (5.2%) | 25 (5.3%) | |
How often in the past 12 months would you say you were worried or stressed about having enough money to buy nutritious meals (food insecurity)? | < 0.01* | |||
Always/Usually | 19 (20.9%) | 58 (15.2%) | 77 (16.3%) | |
Sometimes | 34 (37.4%) | 85 (22.3%) | 119 (25.2%) | |
Never/Rarely | 38 (41.8%) | 236 (61.9%) | 274 (58.1%) | |
Missing | 0 (0%) | 2 (0.5%) | 2 (0.4%) | |
Which one of these phrases comes closest to your own feelings about your household’s income these days? | 0.35 | |||
Living comfortably on present income | 26 (28.6%) | 113 (29.7%) | 139 (29.4%) | |
Getting by on present income | 36 (39.6%) | 176 (46.2%) | 212 (44.9%) | |
Finding it difficult/very difficult on present income | 29 (31.9%) | 86 (22.6%) | 115 (24.4%) | |
Missing | 0 (0%) | 6 (1.6%) | 6 (1.3%) | |
Healthcare Access | ||||
In the past 12 months was there a time when you needed to see a doctor but could not because of the cost? | 0.09 | |||
No | 73 (80.2%) | 331 (86.9%) | 404 (85.6%) | |
Yes | 18 (19.8%) | 49 (12.9%) | 67 (14.2%) | |
Missing | 0 (0%) | 1 (0.3%) | 1 (0.2%) | |
About how long has it been since you last visited a doctor for a routine checkup? | 0.02 | |||
5 or more years ago | 2 (2.2%) | 0 (0%) | 2 (0.4%) | |
Within the past 5 years (more than 2 years ago but less than 5 years ago) | 8 (8.8%) | 9 (2.4%) | 17 (3.6%) | |
Within the past year/Within past 2 years | 81 (89.0%) | 371 (97.4%) | 452 (95.8%) | |
Missing | 0 (0%) | 1 (0.3%) | 1 (0.2%) | |
Overall, how would you rate the quality of health care you received in the past 12 months? | 0.06* | |||
Excellent/Very Good | 46 (50.5%) | 239 (62.7%) | 285 (60.4%) | |
Good | 31 (34.1%) | 108 (28.3%) | 139 (29.4%) | |
Fair/Poor | 9 (9.9%) | 28 (7.3%) | 37 (7.8%) | |
Not sure/Refused | 5 (5.5%) | 6 (1.6%) | 11 (2.3%) | |
Perceived Discrimination | ||||
Within the past 12 months, do you feel you were treated worse than, the same as, or better than people of other races? | 0.12 | |||
Better than other races | 5 (5.5%) | 43 (11.3%) | 48 (10.2%) | |
Only encountered people of the same race/The same as other races | 67 (73.6%) | 278 (73.0%) | 345 (73.1%) | |
Worse than other races | 15 (16.5%) | 41 (10.8%) | 56 (11.9%) | |
Missing | 4 (4.4%) | 19 (5.0%) | 23 (4.9%) | |
Within the past 12 months, when seeking health care, do you feel your experiences were worse than, the same as or better than for people of other races? | 0.25 | |||
Better than other races | 4 (4.4%) | 40 (10.5%) | 44 (9.3%) | |
Only encountered people of the same race/The same as other races | 69 (75.8%) | 303 (79.5%) | 372 (78.8%) | |
Worse than other races | 6 (6.6%) | 20 (5.2%) | 26 (5.5%) | |
Not sure/Refused | 6 (6.6%) | 15 (3.9%) | 21 (4.4%) | |
Missing | 6 (6.6%) | 3 (0.8%) | 9 (1.9%) | |
Cancer Knowledge/Beliefs | ||||
When I think about cancer, I automatically think about death | 0.59 | |||
Strongly agree/Somewhat agree | 39 (42.9%) | 186 (48.8%) | 225 (47.7%) | |
Strongly disagree/Somewhat disagree | 51 (56.0%) | 191 (50.1%) | 242 (51.3%) | |
Not sure/Refused | 1 (1.1%) | 4 (1.0%) | 5 (1.0%) | |
There’s not much you can do to lower your chances of getting cancer | 0.09 | |||
Strongly agree/Somewhat agree | 40 (44.0%) | 135 (35.4%) | 175 (37.1%) | |
Strongly disagree/Somewhat disagree | 47 (51.6%) | 239 (62.7%) | 286 (60.6%) | |
Not sure/Refused | 4 (4.4%) | 7 (1.8%) | 11 (2.3%) | |
There are so many different recommendations about preventing cancer, it's hard to know which ones to follow | 0.27 | |||
Strongly agree/Somewhat agree | 68 (74.7%) | 292 (76.6%) | 360 (76.3%) | |
Somewhat disagree/Strongly disagree | 19 (20.9%) | 83 (21.8%) | 102 (21.6%) | |
Not sure/Refused | 4 (4.4%) | 6 (1.6%) | 10 (2.1%) | |
Cancer is most often caused by a person's behavior or lifestyle | 0.06 | |||
Strongly agree/Somewhat agree | 44 (48.4%) | 235 (61.7%) | 279 (59.1%) | |
Somewhat disagree/Strongly disagree | 44 (48.4%) | 133 (34.9%) | 177 (37.5%) | |
Not sure/Refused | 3 (3.3%) | 13 (3.4%) | 16 (3.4%) | |
Compared to other people your age, how likely do you think you are to get cancer in your lifetime? | 0.19 | |||
Very Likely/Likely | 19 (20.9%) | 113 (29.7%) | 132 (28.0%) | |
Neither unlikely nor likely | 30 (33.0%) | 92 (24.1%) | 122 (25.8%) | |
Very unlikely/Unlikely | 20 (22.0%) | 83 (21.8%) | 103 (21.8%) | |
Not sure/Refused | 4 (4.4%) | 25 (6.6%) | 29 (6.1%) | |
Missing | 18 (19.8%) | 68 (17.8%) | 86 (18.2%) | |
I’d rather not know my chance of getting cancer | 0.28 | |||
Strongly agree/Somewhat agree | 31 (34.1%) | 103 (27.0%) | 134 (28.4%) | |
Strongly disagree/Somewhat disagree | 40 (44.0%) | 205 (53.8%) | 245 (51.9%) | |
Not sure/Refused | 2 (2.2%) | 5 (1.3%) | 7 (1.5%) | |
Missing | 18 (19.8%) | 68 (17.8%) | 86 (18.2%) | |
How worried are you about getting cancer? | 0.07 | |||
Moderately/Extremely | 8 (8.8%) | 80 (21.0%) | 88 (18.6%) | |
Somewhat | 18 (19.8%) | 57 (15.0%) | 75 (15.9%) | |
Not at all/Slightly | 47 (51.6%) | 173 (45.4%) | 220 (46.6%) | |
Not sure/Refused | 0 (0%) | 3 (0.8%) | 3 (0.6%) | |
Missing | 18 (19.8%) | 68 (17.8%) | 86 (18.2%) | |
At what age do you think women are supposed to start having mammograms? | 0.34 | |||
Correct | 7 (7.7%) | 15 (3.9%) | 22 (4.6%) | |
Incorrect | 84 (92.3%) | 360 (94.5%) | 444 (94.1%) | |
Not sure/Refused | 0 (0%) | 6 (1.6%) | 6 (1.3%) | |
Cancer-Related Risk Behaviors | ||||
Current smoker | 0.86 | |||
No | 73 (80.2%) | 305 (80.1%) | 378 (80.1%) | |
Yes | 17 (18.7%) | 75 (19.7%) | 92 (19.5%) | |
Missing | 1 (1.1%) | 1 (0.3%) | 2 (0.4%) | |
Alcohol use | < 0.01* | |||
No | 60 (65.9%) | 195 (51.2%) | 255 (54.0%) | |
Yes | 30 (33.0%) | 185 (48.6%) | 215 (45.6%) | |
Missing | 1 (1.1%) | 1 (0.3%) | 2 (0.4%) | |
Diabetes | 0.75 | |||
No | 66 (72.5%) | 281 (73.8%) | 347 (73.5%) | |
Yes | 25 (27.5%) | 98 (25.7%) | 123 (26.1%) | |
Missing | 0 (0%) | 2 (0.5%) | 2 (0.4%) | |
Body mass index (BMI) | 0.20 | |||
Mean (SD) | 30.1 (7.15) | 31.2 (8.00) | 30.7 (7.34) | |
Median [Min, Max] | 28.0 [20.1, 52.9] | 29.3 [17.3, 74.0] | 29.0 [17.0–74.0] | |
Missing | 1 (1.1%) | 7 (1.8%) | 8 (1.5%) | |
Health Literacy | ||||
How difficult is it for you to understand information that doctors, nurses etc., tell you? | 0.10 | |||
Very Difficult/Somewhat difficult | 22 (24.2%) | 63 (16.5%) | 85 (18.0%) | |
Very easy/Somewhat easy | 69 (75.8%) | 316 (82.9%) | 385 (81.6%) | |
Missing | 0 (0%) | 2 (0.5%) | 2 (0.4%) | |
Social Network Support | ||||
How often do you get the social and emotional support you need? | 0.10* | |||
Always/Usually | 56 (61.5%) | 246 (64.6%) | 302 (64.0%) | |
Rarely/Never | 8 (8.8%) | 50 (13.1%) | 58 (12.3%) | |
Sometimes | 27 (29.7%) | 83 (21.8%) | 110 (23.3%) | |
Missing | 0 (0%) | 2 (0.5%) | 2 (0.4%) | |
Neighborhood-level variables | ||||
Proportion living in same house as 1 year ago | 0.21 | |||
Mean (SD) | 0.871 (0.0694) | 0.881 (0.0642) | 0.877 (0.0660) | |
Median [Min, Max] | 0.888 [0.677, 0.982] | 0.892 [0.549, 0.988] | 0.887 [0.55–0.988] | |
Proportion with poor English | 0.04 | |||
Mean (SD) | 0.0904 (0.101) | 0.0694 (0.0842) | 0.0708 (0.0878) | |
Median [Min, Max] | 0.0466 [0.00, 0.375] | 0.0353 [0.00, 0.422] | 0.0354 [0, 0.422] | |
Proportion living in household isolation | 0.11 | |||
Mean (SD) | 0.0645 (0.0844) | 0.0506 (0.0708) | 0.0499 (0.0744) | |
Median [Min, Max] | 0.0309 [0.00, 0.393] | 0.0225 [0.00, 0.393] | 0.0188[0, 0.393] | |
ICE-Income (Quartiles) | 0.86 | |||
1 Concentrated Poverty | 58 (63.7%) | 235 (61.7%) | 293 (62.1%) | |
2 | 15 (16.5%) | 36 (9.4%) | 51 (10.8%) | |
3 | 9 (9.9%) | 45 (11.8%) | 54 (11.4%) | |
4 Concentrated Affluence | 9 (9.9%) | 65 (17.1%) | 74 (15.7%) | |
ICE-Race (Quartiles) | 0.02* | |||
1 High Concentration of NHB | 67 (73.6%) | 267 (70.1%) | 334 (70.8%) | |
2 | 11 (12.1%) | 50 (13.1%) | 61 (12.9%) | |
3 | 10 (11.0%) | 44 (11.5%) | 54 (11.4%) | |
4 High Concentration of NHW | 3 (3.3%) | 20 (5.2%) | 23 (4.9%) | |
ICE Race + Income (Quartiles) | 0.05* | |||
1 Concentrated Poverty of NHB | 68 (74.7%) | 264 (69.3%) | 332 (70.3%) | |
2 | 6 (6.6%) | 36 (9.4%) | 42 (8.9%) | |
3 | 11 (12.1%) | 24 (6.3%) | 35 (7.4%) | |
4 Concentrated Affluence of NHW | 6 (6.6%) | 57 (15.0%) | 63 (13.3%) | |
Yost Index (Quintiles) | 0.07 | |||
1 Low SES | 50 (54.9%) | 200 (52.5%) | 250 (53.0%) | |
2 | 18 (19.8%) | 55 (14.4%) | 73 (15.5%) | |
3 | 11 (12.1%) | 25 (6.6%) | 36 (7.6%) | |
4 | 4 (4.4%) | 39 (10.2%) | 43 (9.1%) | |
5 High SES | 7 (7.7%) | 53 (13.9%) | 60 (12.7%) | |
Missing | 1 (1.1%) | 9 (2.4%) | 10 (2.1%) | |
Median household income | 0.55 | |||
Mean (SD) | 41400 (25700) | 45900 (32600) | 43650 (29150) | |
Median [Min, Max] | 32300 [14000, 136000] | 32100 [11400, 187000] | 32115 [11400, 187000] | |
% Overcrowding | < 0.01* | |||
% Overcrowding—High | 58 (63.7%) | 180 (47.2%) | 238 (50.4%) | |
% Overcrowding—Low | 33 (36.3%) | 201 (52.8%) | 234 (49.6%) | |
% with access to transportation (1 or more vehicles) | 0.60 | |||
Mean (SD) | 0.705 (0.193) | 0.692 (0.208) | 0.6985 (0.201) | |
Median [Min, Max] | 0.675 [0.343, 1.00] | 0.658 [0.304, 1.00] | 0.66 [0.304–1.00] |
Neighborhood-level variables
Statistical analysis
Odds Ratio Estimate | Lower CI | Upper CI | p-value* | Overall P- value** | |
---|---|---|---|---|---|
Socio-Demographics | |||||
Age | 0.97 | 0.95 | 0.99 | 0.013 | 0.01 |
Race/ethnicity | 0.56 | ||||
NHB | 1.20 | 0.50 | 2.89 | 0.682 | |
Hispanic | 0.69 | 0.26 | 1.79 | 0.441 | |
NHW | ref | ||||
Center | 0.01 | ||||
TUH | 2.66 | 1.47 | 4.81 | .0012 | |
FCCC | ref | ||||
Home rental or ownership | 0.04 | ||||
Rent/Other | 0.53 | 0.30 | 0.94 | 0.030 | |
Own | ref | ||||
Economic Variables | |||||
Household income | 0.12 | ||||
Low (Less than $10,000 to under $20,000) | 0.50 | 0.17 | 1.46 | 0.202 | |
Mid ($20,000 to under $75,000) | 0.36 | 0.13 | 0.98 | 0.045 | |
High (above $75,000) | ref | ||||
Not sure/Refused | 0.76 | 0.19 | 3.06 | 0.704 | |
How often in the past 12 months would you say you were worried or stressed about having enough money to buy nutritious meals (food insecurity)? | 0.01 | ||||
Always/Usually | 0.46 | 0.22 | 0.94 | 0.033 | |
Sometimes | 0.44 | 0.24 | 0.80 | 0.007 | |
Never/Rarely | ref | ||||
Neighborhood-level variables | |||||
ICE Race + Income (Quartiles) | 0.04 | ||||
1 Concentrated Poverty of NHB | 0.45 | 0.13 | 1.55 | 0.203 | |
2 | 0.97 | 0.25 | 3.81 | 0.961 | |
3 | 0.16 | 0.04 | 0.73 | 0.018 | |
4 Concentrated Affluence of NHW | ref | ||||
% Overcrowding | 0.01 | ||||
High | 0.58 | 0.32 | 0.94 | 0.045 | |
Low | ref |