| Literature DB >> 30560234 |
Ivana T Croghan1,2,3, Sean M Phelan2,3, David P Bradley4, Katherine W Bauer5, Steven M Bradley6, Beret A Casey7, Manpreet S Mundi1, Ryan T Hurt1, Darrell R Schroeder3, Lila J Finney Rutten2,3.
Abstract
OBJECTIVE: To assess patients' weight management needs and experiences across multiple sites within the Learning Health System Network. PATIENTS AND METHODS: A total of 19,964 surveys were sent to patients identified with overweight or obesity through medical record query at 5 health care systems throughout 11 states. The survey collected patients' experiences with and opinions about weight management in clinical care from October 27, 2017, through March 1, 2018.Entities:
Keywords: BMI, body mass index; CDM, common data model; IRB, institutional review board; LHSNet, Learning Health System Network; OR, odds ratio; PCP, primary care provider
Year: 2018 PMID: 30560234 PMCID: PMC6260476 DOI: 10.1016/j.mayocpiqo.2018.08.001
Source DB: PubMed Journal: Mayo Clin Proc Innov Qual Outcomes ISSN: 2542-4548
FigureConsort diagram for patient data flow. BMI = body mass index.
Respondent Characteristics
| Characteristic | Body mass index (kg/m2) | ||||
|---|---|---|---|---|---|
| 25.0-29.9 (N=685 | 30.0-34.9 (N=656 | 35.0-39.9 (N=498 | ≥40.0 (N=541 | ||
| Age (y), mean ± SD | 62.1±14.9 | 60.9±13.7 | 58.8±13.3 | 54.3±14.1 | <.001 |
| Sex, No. (%) | <.001 | ||||
| Male | 326 (47.6) | 299 (45.6) | 177 (35.5) | 138 (25.5) | |
| Female | 359 (52.4) | 357 (54.4) | 321 (64.5) | 403 (74.5) | |
| Race, No. (%) | .02 | ||||
| White, non-Hispanic | 623 (93.4) | 584 (92.9) | 439 (90.9) | 468 (88.6) | |
| Other | 44 (6.6) | 45 (7.1) | 44 (9.1) | 60 (11.4) | |
| Marital status, No. (%) | <.001 | ||||
| Married/living as married | 511 (75.0) | 492 (75.5) | 354 (71.5) | 327 (61.0) | |
| Other | 170 (25.0) | 160 (24.5) | 141 (28.5) | 209 (39.0) | |
| Education, No. (%) | <.001 | ||||
| High school graduate or less | 134 (19.8) | 129 (20.0) | 103 (21.1) | 122 (23.1) | |
| Some college | 217 (32.1) | 222 (34.5) | 179 (36.7) | 234 (44.2) | |
| Four-year college degree or more | 325 (48.1) | 293 (45.5) | 206 (42.2) | 173 (32.7) | |
| Barriers to losing weight, | |||||
| Food cravings that prevent me from losing weight | 210 (30.7) | 248 (37.8) | 236 (47.4) | 270 (49.9) | <.001 |
| Medical condition that limits ability to do physical activity | 121 (17.7) | 200 (30.5) | 171 (34.3) | 255 (47.1) | <.001 |
| Cannot afford a gym membership | 56 (8.2) | 110 (16.8) | 116 (23.3) | 176 (32.5) | <.001 |
| Not enough time to do physical activity | 120 (17.5) | 118 (18.0) | 97 (19.5) | 95 (17.6) | .82 |
| Not sure which foods to eat to help lose weight | 53 (7.7) | 104 (15.9) | 70 (14.1) | 93 (17.2) | <.001 |
| Do not have access to a facility to do physical activity | 35 (5.1) | 58 (8.8) | 43 (8.6) | 81 (15.0) | <.001 |
| Do not have access to healthy food choices | 16 (2.3) | 22 (3.4) | 21 (4.2) | 47 (8.7) | <.001 |
| Pressure from my family or peers to not lose weight | 8 (1.2) | 9 (1.4) | 8 (1.6) | 17 (3.1) | .05 |
In all cases, data were missing for <5% of respondents. Because of missing data, the sum of the response categories for a given characteristic may not equal the total number of respondents.
Respondents may have indicated multiple barriers.
Medical Historya
| Characteristic, No. (%) | Body mass index (kg/m2) | ||||
|---|---|---|---|---|---|
| 25.0-29.9 (N=685 | 30.0-34.9 (N=656 | 35.0-39.9 (N=498 | ≥40.0 (N=541 | ||
| Comorbidities | |||||
| Arthritis | 230 (33.6) | 277 (42.2) | 212 (42.6) | 259 (47.9) | <.001 |
| Diabetes mellitus | 85 (12.4) | 130 (19.8) | 119 (23.9) | 154 (28.5) | <.001 |
| High cholesterol | 279 (40.7) | 318 (48.5) | 242 (48.6) | 211 (39.0) | <.001 |
| High blood pressure | 275 (40.2) | 347 (52.9) | 297 (59.6) | 316 (58.4) | <.001 |
| Heart disease | 105 (15.3) | 108 (16.5) | 74 (14.9) | 74 (13.7) | .60 |
| Obstructive sleep apnea | 84 (12.3) | 153 (23.3) | 160 (32.1) | 245 (45.3) | <.001 |
| Depression | 137 (20.0) | 185 (28.2) | 170 (34.1) | 251 (46.4) | <.001 |
| Asthma | 66 (9.6) | 96 (14.6) | 73 (14.7) | 137 (25.3) | <.001 |
| Multimorbidity | 364 (53.1) | 446 (68.0) | 353 (70.9) | 421 (77.8) | <.001 |
| Positive screen for current depression (PHQ-2) | 57 (9.1) | 83 (14.0) | 74 (16.0) | 145 (28.7) | <.001 |
| How would you describe your current health? | <.001 | ||||
| Very good/excellent | 343 (50.3) | 215 (33.2) | 119 (24.0) | 71 (13.3) | |
| Good | 255 (37.4) | 291 (44.9) | 243 (49.0) | 228 (42.5) | |
| Fair/poor | 84 (12.3) | 142 (21.9) | 134 (27.0) | 237 (44.2) | |
| Reasons for delaying health care visit in the previous 12 mo? | |||||
| Gained weight | 21 (3.2) | 54 (8.6) | 75 (15.5) | 113 (21.7) | <.001 |
| Were told to lose weight | 13 (2.0) | 40 (6.4) | 44 (9.2) | 91 (17.5) | <.001 |
| Thought you would be weighed | 42 (6.4) | 51 (8.1) | 64 (13.3) | 92 (17.7) | <.001 |
| Thought you would discuss your weight with your primary health care provider | 24 (3.7) | 45 (7.1) | 46 (9.5) | 71 (13.6) | <.001 |
| Thought you would be asked to undress | 18 (2.8) | 26 (4.1) | 24 (5.0) | 45 (8.7) | <.001 |
| Thought you could get rid of a medical problem by losing weight | 47 (7.2) | 113 (18.0) | 120 (25.0) | 154 (29.6) | <.001 |
PHQ-2 = Patient Health Questionnaire-2.
Data were missing for <5% of respondents for all characteristics with the exception of the PHQ-2 depression questions, which were missing for 8%.
Multimorbidity is defined as the presence of 2 or more of the comorbidities listed.
Interactions With Providers and Respondent Perception of Provider Behavior
| Question, No. (%) | Body mass index (kg/m2) | ||||
|---|---|---|---|---|---|
| 25.0-29.9 (N=685 | 30.0-34.9 (N=656 | 35.0-39.9 (N=498 | ≥40.0 (N=541 | ||
| Not including mental health professionals, is there a primary health care provider that you see most often? | .75 | ||||
| Yes | 610 (92.9) | 581 (93.9) | 443 (94.1) | 486 (92.8) | |
| No | 47 (7.1) | 38 (6.1) | 28 (5.9) | 38 (7.2) | |
| In the past, have you and your health care provider ever discussed your weight as a health concern? | <.001 | ||||
| Yes | 262 (39.5) | 417 (65.4) | 373 (76.9) | 455 (87.2) | |
| No | 402 (60.5) | 221 (34.6) | 112 (23.1) | 67 (12.8) | |
| Do you believe your primary health care provider should have a role in your weight management? | .01 | ||||
| Yes | 497 (76.2) | 437 (69.3) | 352 (72.7) | 391 (74.8) | |
| No | 54 (8.3) | 45 (7.1) | 31 (6.4) | 25 (4.8) | |
| Not sure | 101 (15.5) | 149 (23.6) | 101 (20.9) | 107 (20.5) | |
| Does your primary health care provider currently have a role in your weight management? | <.001 | ||||
| Yes | 113 (17.4) | 138 (21.9) | 125 (25.9) | 154 (29.6) | |
| No | 500 (76.8) | 453 (71.9) | 321 (66.5) | 313 (6.2) | |
| Not sure | 38 (5.8) | 39 (6.2) | 37 (7.7) | 53 (10.2) | |
| Do you believe your primary health care provider has the necessary knowledge and skills to help you manage your weight? | <.001 | ||||
| Yes | 426 (65.2) | 360 (57.0) | 270 (55.8) | 278 (53.0) | |
| No | 42 (6.4) | 56 (8.9) | 48 (9.9) | 71 (13.6) | |
| Not sure | 185 (28.3) | 216 (34.2) | 166 (34.3) | 175 (33.4) | |
| Do you believe your primary health care provider is able to spend enough time to give you good weight loss advice? | <.001 | ||||
| Yes | 377 (57.9) | 319 (50.4) | 242 (49.9) | 229 (43.9) | |
| No | 108 (16.6) | 141 (22.3) | 123 (25.4) | 156 (29.9) | |
| Not sure | 166 (25.5) | 173 (27.3) | 120 (24.7) | 137 (26.2) | |
| Do you believe you could ask your primary health care provider for weight loss advice? | <.001 | ||||
| Yes | 588 (90.2) | 551 (86.9) | 403 (83.1) | 420 (80.5) | |
| No | 29 (4.4) | 37 (5.8) | 34 (7.0) | 50 (9.6) | |
| Not sure | 35 (5.4) | 46 (7.3) | 48 (9.9) | 52 (10.0) | |
| In the last 12 mo, did you ever feel that your primary health care provider judged you because of your weight? | <.001 | ||||
| Yes | 15 (2.3) | 30 (4.7) | 47 (9.7) | 63 (12.1) | |
| No | 621 (95.1) | 569 (89.9) | 403 (83.3) | 411 (78.7) | |
| Not sure | 17 (2.6) | 34 (5.4) | 34 (7.0) | 48 (9.2) | |
| In the last 12 mo, how often did you feel that your primary health care provider treated you with respect? | <.001 | ||||
| Never/rarely | 11 (1.7) | 6 (1.0) | 1 (0.2) | 9 (1.7) | |
| Sometimes | 6 (0.9) | 20 (3.1) | 15 (3.1) | 31 (5.9) | |
| Often | 63 (9.7) | 68 (10.7) | 58 (12.1) | 68 (13.0) | |
| Always | 571 (87.7) | 540 (85.2) | 407 (84.6) | 414 (79.3) | |
| In the last 12 mo, how often did your primary health care provider treat you as an equal? | .06 | ||||
| Never/rarely | 19 (2.9) | 23 (3.7) | 18 (3.8) | 27 (5.2) | |
| Sometimes | 26 (4.0) | 32 (5.1) | 30 (6.3) | 37 (7.1) | |
| Often | 106 (16.4) | 106 (16.8) | 80 (16.7) | 105 (20.3) | |
| Always | 496 (76.7) | 469 (74.4) | 350 (73.2) | 349 (67.4) | |
Because of missing data, the sum of the response categories for a given characteristic may not equal the total number of respondents.
Multivariable Analysis of Characteristics Associated With Respondent’s Perception of Provider Behaviora
| Characteristic | Judged because of your weight | Not always treated with respect | Not always treated as an equal | ||||||
|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | OR | 95% CI | ||||
| Age, per 10 y | 0.77 | 0.67-0.88 | <.001 | 0.80 | 0.73-0.87 | <.001 | 0.88 | 0.82-0.95 | <.001 |
| Sex | .04 | .82 | .40 | ||||||
| Male | 1.00 | Reference | 1.00 | Reference | 1.00 | Reference | |||
| Female | 1.52 | 1.02-2.25 | 1.03 | 0.80-1.33 | 1.09 | 0.89-1.34 | |||
| Race | .10 | .30 | .12 | ||||||
| White, non-Hispanic | 1.00 | Reference | 1.00 | Reference | 1.00 | Reference | |||
| Other | 1.55 | 0.91-2.62 | 0.23 | 0.83-1.82 | 0.75 | 0.52-1.08 | |||
| Marital status | .61 | .38 | .28 | ||||||
| Married/living as married | 1.00 | Reference | 1.00 | Reference | 1.00 | Reference | |||
| Other | 0.91 | 0.62-1.33 | 1.12 | 0.87-1.46 | 1.13 | 0.91-1.40 | |||
| Education | .19 | .01 | .87 | ||||||
| High school graduate or less | 1.00 | Reference | 1.00 | Reference | 1.00 | Reference | |||
| Some college | 0.95 | 0.58-1.55 | 0.99 | 0.72-1.35 | 1.05 | 0.81-1.37 | |||
| Four-year college degree or more | 1.33 | 0.83-2.14 | 0.66 | 0.48-0.91 | 0.99 | 0.76-1.29 | |||
| Multimorbidity | .01 | .91 | .05 | ||||||
| No | 1.00 | Reference | 1.00 | Reference | 1.00 | Reference | |||
| Yes | 1.73 | 1.13-2.66 | 0.98 | 0.75-1.30 | 1.26 | 1.00-1.58 | |||
| Body mass index (kg/m2) | <.001 | .10 | .12 | ||||||
| 25.0-29.9 | 1.00 | Reference | 1.00 | Reference | 1.00 | Reference | |||
| 30.0-34.9 | 2.38 | 1.22-4.63 | 1.24 | 0.89-1.74 | 1.06 | 0.81-1.38 | |||
| 35.0-39.9 | 4.62 | 2.45-8.74 | 1.10 | 0.76-1.57 | 1.05 | 0.79-1.40 | |||
| ≥40.0 | 5.26 | 2.78-9.96 | 1.51 | 1.07-2.14 | 1.37 | 1.03-1.82 | |||
Each of the questions listed in Table 4 was analyzed using logistic regression. For the question assessing whether the respondent felt judged because of their weight those who responded “Not sure” were excluded from the analysis. For the questions assessing whether respondents felt they were treated with respect and treated as an equal, response categories were combined so that the dependent variable was “Always” vs “Not always.”