| Literature DB >> 28230728 |
Monique S White1,2, Clifton C Addison3,4,5, Brenda W Campbell Jenkins1,2, Vanessa Bland6, Adrianne Clark2, Donna Antoine LaVigne1,2.
Abstract
Childhood obesity has reached epidemic proportions and is linked to hypertension among African American youth. Optimistic bias influences behavior of youth causing them to underestimate their susceptibility to negative health outcomes. This study explored adolescent behaviors and prevalence of high blood pressure and obesity in a school district. We examined the relationship between individual health risk practices and optimistic bias on health outcomes; 433 African American high school students were administered a survey and had their obesity and blood pressure measured by the school nurse. Canonical correlational analyses were used to examine relationships between health risk practices and descriptive statistics for optimistic bias and health outcomes. Engaging in moderate exercise for at least 30 min in the last 7 days and lower blood pressure was the only statistically significant relationship. Two-thirds of the students did not perceive themselves to be at risk of developing cardiovascular disease with males at greater risk than females, despite the presence of clinical risk factors for hypertension and obesity. Reducing health optimistic bias is an effective way of motivating young people to adopt more positive behaviors using educational institutions to implement intervention programs that promote positive health behavior as a way to reduce health disparities.Entities:
Keywords: Mississippi; adolescents; high blood pressure; obesity; optimistic bias; risk factors
Mesh:
Year: 2017 PMID: 28230728 PMCID: PMC5334763 DOI: 10.3390/ijerph14020209
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Description of variables for hypotheses testing.
| Variable | Description | Type | Values | Frequency | Percent |
|---|---|---|---|---|---|
| High Blood Pressure (mmHg) Diastolic Systolic | Blood pressure measured around the arm above the elbow; it detects the amount of pressure in the blood flowing in the vein (in mm of mercury) | Nominal | 1 ≤ 120/80 = Normal | 336 | 77.6 |
| 2 = 120–139/80–89 = Pre-hypertension | 84 | 19.4 | |||
| 3 = 140+/90+ = High Blood Pressure | 13 | 3.0 | |||
| BMI (weight in kg/squared height in meters) | Calculated based on calibrated measurements performed by school nurse | Continuous Ordinal | 0.0–60++ | ||
| 1 ≤ 18.5 Underweight | 76 | 17.6 | |||
| 2 = 18.5–25.0 Normal | 185 | 42.7 | |||
| 3 = 26.0–30.0 | 55 | 12.7 | |||
| Overweight | |||||
| 4 ≥ 30.0 Obese | 117 | 27.0 | |||
| Tobacco Use | Do you smoke | Dichotomous | 1 = Yes | 63 | 14.5 |
| 2 = No | 370 | 85.5 | |||
| Alcohol Use | Do you drink alcoholic beverages? | Dichotomous | 1 = Yes | 127 | 29.3 |
| 2 = No | 306 | 70.7 | |||
| Optimistic Bias | Do you think it is possible that you could develop cardiovascular disease? | Dichotomous | 1 = Yes | 166 | 38.3 |
| 2 = No | 267 | 61.7 |
n = 433.
Mean systolic and diastolic blood pressure and body mass index (n = 433).
| Blood Pressure | Mean | SD |
|---|---|---|
| Systolic Blood Pressure (mmHg) | 130.17 | 19.22 |
| Diastolic Blood Pressure (mmHg) | 73.52 | 9.59 |
| Body Mass Index (kg/m2) | 27.37 | 6.53 |
Percent distribution of BMI and blood pressure status by gender (n = 433).
| Outcome | Male | Female | Both |
|---|---|---|---|
| BMI Status | |||
| Underweight | 17.5 | 17.6 | 17.6 |
| Normal Weight | 43.0 | 42.4 | 42.7 |
| Overweight | 10.3 | 15.2 | 12.7 |
| Obese | 29.1 | 24.8 | 27.0 |
| Blood Pressure Group | |||
| Normal | 75.3 | 80.0 | 77.6 |
| Pre-Hypertensive | 21.5 | 17.1 | 19.4 |
| Hypertension | 3.1 | 2.9 | 3.0 |
p > 0.05.
Percent distribution of BMI status by optimistic bias (n = 433).
| BMI Status | Thinks It Is Possible He/She Could Develop Heart Disease | ||
|---|---|---|---|
| Yes | No | All | |
| Underweight | 15.1 | 19.1 | 17.6 |
| Normal Weight | 39.8 | 44.6 | 42.7 |
| Overweight | 14.5 | 11.6 | 12.7 |
| Obese | 33.7 | 24.7 | 27.0 |
p > 0.05.
Mean distribution of tobacco use and alcohol consumption by adolescent blood pressure levels (n = 433).
| Risk Factor | Normal BP Mean (SD) | Pre-Hypertensive Mean (SD) | Hypertensive Mean (SD) | Total Mean (SD) |
|---|---|---|---|---|
| Drink alcoholic beverages? | 1.68 (0.47) | 1.70 (0.46) | 1.65 (0.48) | 1.71 (0.46) |
| Do you smoke? | 1.82 (0.39) | 1.85 (0.45) | 1.89 (0.31) | 1.85 (0.35) |
p > 0.05.
Mean distribution of consumption of fruit and vegetables by adolescent blood pressure levels (n = 433).
| Risk Factor | Normal BP Mean (SD) | Pre-Hypertensive Mean (SD) | Hypertensive Mean (SD) | Total Mean (SD) |
|---|---|---|---|---|
| Eating fruits and vegetables? | 1.29 (0.46) | 1.20 (0.40) | 1.29 (0.46) | 1.23 (0.42) |
p > 0.05.
Mean distribution for physical inactivity by adolescent blood pressure levels (n = 433).
| Risk Factor | Normal BP Mean (SD) | Pre-Hypertensive Mean (SD) | Hypertensive Mean (SD) | Total Mean (SD) |
|---|---|---|---|---|
| Past 7 days, exercise or participate in hard physical activity at least 30 min? | 2.79 (0.98) | 2.59 (1.12) | 2.47 (1.15) | 2.58 (1.12) |
| Past 7 days, exercise or participate in moderate physical activity for at least 30 min? | 2.37 (1.00) | 2.36 (1.04) | 2.22 (0.98) | 2.42 (1.05) |
| Past 7 days, exercise to strengthen or tone your muscles? | 2.58 (0.91) | 2.35 (1.08) | 2.24 (1.04) | 2.40 (1.06) |
p > 0.05.
Mean distribution for tobacco use and alcohol consumption by BMI (n = 433).
| Risk Factor | Underweight Mean (SD) | Normal Mean (SD) | Overweight Mean (SD) | Obese Mean (SD) | Total Mean (SD) |
|---|---|---|---|---|---|
| Drink alcoholic beverages? | 1.68 (0.47) | 1.70 (0.46) | 1.65 (0.48) | 1.75 (0.43) | 1.71 (0.46) |
| Do you smoke? | 1.82 (0.39) | 1.85 (0.45) | 1.89 (0.31) | 1.86 (0.34) | 1.85 (0.35) |
p > 0.05.
Mean distribution of consumption of fruits and vegetables by BMI (n = 433).
| Risk Factor | Underweight Mean (SD) | Normal Mean (SD) | Overweight Mean (SD) | Obese Mean (SD) | Total Mean (SD) |
|---|---|---|---|---|---|
| Eating fruits and vegetables? | 1.29 (0.46) | 1.20 (0.40) | 1.29 (0.46) | 1.20 (0.40) | 1.23 (0.42) |
p > 0.05.
Mean distribution of physical inactivity by BMI (n = 433).
| Risk Factor | Underweight Mean (SD) | Normal Mean (SD) | Overweight Mean (SD) | Obese Mean (SD) | Total Mean (SD) |
|---|---|---|---|---|---|
| Past 7 days, exercise or participate in hard physical activity at least 30 min? | 2.79 (0.98) | 2.59 (1.12) | 2.47 (1.15) | 2.48 (1.18) | 2.58 (1.12) |
| Past 7 days, exercise or participate in moderate physical activity for at least 30 min? | 2.37 (1.00) | 2.36 (1.04) | 2.22 (0.98) | 2.66 (1.09) | 2.42 (1.05) |
| Past 7 days, exercise to strengthen or tone your muscles? | 2.58 (0.91) | 2.35 (1.08) | 2.24 (1.04) | 2.44 (1.09) | 2.40 (1.06) |
p > 0.05.
Percent distribution of blood pressure by optimistic bias (n = 433).
| Blood Pressure | Optimistic Bias | |
|---|---|---|
| Yes (38.3%) | No (61.7%) | |
| Normal | 38.4 | 61.6 |
| Pre-Hypertension | 40.5 | 59.5 |
| Hypertension | 23.1 | 76.7 |
p > 0.05.
Percent distribution of BMI status by optimistic bias (n = 433).
| BMI Status | Optimistic Bias | |
|---|---|---|
| Yes (38.3%) | No (61.7%) | |
| Underweight | 32.9 | 67.1 |
| Normal Weight | 35.7 | 64.3 |
| Overweight | 43.6 | 56.4 |
| Obese | 43.6 | 56.4 |
p > 0.05.
Percent distribution of blood pressure and BMI status by optimistic bias and gender (n = 433).
| BMI, Blood Pressure | Optimistic Bias | |||||
|---|---|---|---|---|---|---|
| Thinks It Is Possible He/She Could Develop Heart Disease | Does Not Think It Is Possible He/She Could Develop Heart Disease | |||||
| (38.3%) | (61.7%) | |||||
| Total | Male | Female | Total | Male | Female | |
| Normal | 77.7 | 74.7 | 80.5 | 77.5 | 75.7 | 79.7 |
| Pre-Hypertension | 20.5 | 22.8 | 18.4 | 18.7 | 20.8 | 16.3 |
| Hypertension | 1.8 | 2.5 | 1.1 | 3.7 | 3.5 | 4.1 |
| Underweight | 15.1 | 15.2 | 14.9 | 19.1 | 18.8 | 19.5 |
| Normal Weight | 39.8 | 39.2 | 40.2 | 44.6 | 45.1 | 43.1 |
| Overweight | 14.5 | 12.7 | 16.7 | 11.6 | 9.0 | 14.6 |
| Obese | 30.7 | 32.9 | 28.7 | 24.7 | 27.1 | 22.0 |
| 35.4 | 41.4 | 64.6 | 58.6 | |||
p > 0.05.
Predicted BMI and blood pressure groups (n = 433).
| BMI, Blood Pressure Categories | Number | Percent |
|---|---|---|
| BMI Status | ||
| Underweight | 100 | 23.1 |
| Normal Weight | 76 | 17.6 |
| Overweight | 107 | 24.7 |
| Obese | 150 | 34.6 |
| Total | 433 | 100.0 |
| Blood Pressure Group | ||
| Normal | 165 | 38.1 |
| Pre-Hypertensive | 146 | 33.7 |
| Hypertension | 122 | 28.2 |
p > 0.05.