| Literature DB >> 26598759 |
Alan Marshall1, James Nazroo2, Kevin Feeney3, Jinkook Lee4, Bram Vanhoutte2, Neil Pendleton5.
Abstract
BACKGROUND: The USA and England have very different health systems. Comparing hypertension care outcomes in each country enables an evaluation of the effectiveness of each system.Entities:
Keywords: ACCESS TO HLTH CARE; Health inequalities; PUBLIC HEALTH
Mesh:
Substances:
Year: 2015 PMID: 26598759 PMCID: PMC4789814 DOI: 10.1136/jech-2014-205336
Source DB: PubMed Journal: J Epidemiol Community Health ISSN: 0143-005X Impact factor: 3.710
Summary statistics on variables in the HRS and ELSA samples
| England | USA | |||||
|---|---|---|---|---|---|---|
| N | Per cent | 95% CI | N | Per cent | 95% CI | |
| Hypertension care outcome | ||||||
| Hypertension controlled | 1849 | 44 | 42 to 45 | 2381 | 51 | 49 to 53 |
| Hypertension uncontrolled | 1428 | 33 | 31 to 34 | 1563 | 33 | 32 to 35 |
| Hypertension undiagnosed | 1030 | 24 | 22 to 25 | 642 | 16 | 14 to 17 |
| Gender | ||||||
| Males | 2012 | 47 | 46 to 49 | 1887 | 47 | 45 to 49 |
| Females | 2325 | 53 | 51 to 54 | 2650 | 53 | 51 to 55 |
| Age† | ||||||
| 50–54 | 272 | 8 | 7 to 9 | 148 | 2 | 1 to 3 |
| 55–59 | 612 | 18 | 16 to 19 | 548 | 22 | 21 to 24 |
| 60–64 | 900 | 17 | 16 to 18 | 558 | 20 | 18 to 22 |
| 65–69 | 682 | 13 | 12 to 14 | 875 | 16 | 15 to 17 |
| 70–74 | 764 | 14 | 13 to 15 | 874 | 13 | 11 to 13 |
| 75–79 | 527 | 12 | 11 to 14 | 705 | 11 | 10 to 12 |
| 80–84 | 326 | 9 | 8 to 11 | 441 | 9 | 8 to 10 |
| 85 | 254 | 8 | 7 to 10 | 388 | 7 | 7 to 8 |
| BMI | ||||||
| Underweight | 21 | 0.01 | 0.003 to 0.009 | 47 | 0.009 | 0.006 to 0.012 |
| Normal | 817 | 20 | 18 to 21 | 1121 | 24 | 22 to 25 |
| Overweight | 1716 | 42 | 40 to 44 | 1730 | 39 | 37 to 41 |
| Obese | 1570 | 38 | 36 to 40 | 1591 | 37 | 35 to 39 |
| Ethnicity | ||||||
| White | 4202 | 97 | 96 to 98 | 3592 | 84 | 82 to 85 |
| Non White | 102 | 3 | 2 to 4 | 945 | 16 | 15 to 18 |
| Wealth quintiles | ||||||
| Least well off | 767 | 21 | 20 to 23 | 894 | 19 | 18 to 21 |
| Second least well off | 886 | 22 | 20 to 23 | 1015 | 22 | 21 to 24 |
| Middle wealth quintile | 857 | 19 | 18 to 21 | 916 | 20 | 18 to 21 |
| Second most well off | 890 | 20 | 19 to 22 | 876 | 19 | 18 to 21 |
| Most well off | 846 | 17 | 16 to 19 | 836 | 19 | 18 to 21 |
| Health Insurance | ||||||
| Private insurance | NA | 2558 | 63 | 61 to 64 | ||
| Government insurance | NA | 1778 | 32 | 30 to 34 | ||
| No insurance | NA | 190 | 6 | 5 to 7 | ||
| Blood pressure test | ||||||
| Took a test in the last year | 3883 | 88 | 87 to 89 | NA | ||
| Did not take a test in the last year | 500 | 12 | 11 to 13 | NA | ||
All percentages reported in this table are weighted using appropriate survey weights.
BMI, body mass index; ELSA, English Longitudinal Study of Ageing; HRS, Health and Retirement Survey; NA, not applicable.
Figure 1(A) Proportions in each hypertension category (hypertensive controlled, hypertensive uncontrolled and hypertensive undiagnosed) in England and the USA (males) (B). Proportions in each hypertension category (hypertensive controlled, hypertensive uncontrolled and hypertensive undiagnosed) in England and the USA (females).
Figure 2(A) Model probabilities of hypertension care outcomes in the USA and England in the base model (B). Model probabilities of hypertension care outcomes in the USA and England in the insurance model. The health insurance model includes explanatory variables of age, sex, wealth, ethnicity (white, US Non-White, England Non-White), BMI and insurance status (US private insurance, US Government insurance, US no insurance and England (NHS)). BMI, body mass index; NHS, National Health Service.
RRR* from the base and health insurance models
| Under 65‡ | Over 65‡ | |||||
|---|---|---|---|---|---|---|
| RRR | SE | p>z | RRR | SE | p>z | |
| Base model§ | ||||||
| England | 1 | 1 | ||||
| USA | 0.83 | 0.10 | 0.11 | 0.83 | 0.06 | 0.02 |
| Insurance model¶ | ||||||
| US Private insurance | 1 | 1 | ||||
| US Government insurance | 0.96 | 0.20 | 0.86 | 1.02 | 0.09 | 0.80 |
| US no insurance | 1.54 | 0.38 | 0.07 | NA | NA | NA |
| England | 1.25 | 0.15 | 0.07 | 1.21 | 0.10 | 0.03 |
| Base model§ | ||||||
| England | 1 | 1 | ||||
| USA | 0.57 | 0.07 | <0.0001 | 0.50 | 0.05 | <0.0001 |
| Insurance model¶ | ||||||
| US Private insurance | 1 | 1 | ||||
| US Government insurance | 0.32 | 0.13 | 0.01 | 1.11 | 0.15 | 0.45 |
| US no insurance | 1.35 | 0.37 | 0.27 | NA | NA | NA |
| England | 1.66 | 0.22 | <0.0001 | 2.14 | 0.24 | <0.0001 |
*RRR are the exponential of the coefficients in the multinomial logistic regression. They give the relative risk of switching between explanatory variable categories on being in a category of the response variable compared to the reference category. For example, in the insurance model (under the age of 65), the relative risk ratio of switching from US private insurance to US Government insurance is 0.32 for being in the undiagnosed hypertension category versus the controlled hypertension category (reference). In other words, the expected risk of staying in the undiagnosed hypertension category (as opposed to the reference of controlled hypertension) is lower for respondents with US Government insurance than with US Private insurance.
†The reference category is controlled hypertension.
‡Models are fitted for the under 65 and the 65 and over age groups separately.
§The base model includes explanatory variables of age, sex, country, ethnicity (white, US Non-White, England Non-White), BMI.
¶The health insurance model includes explanatory variables of age, sex, wealth, ethnicity (white, US Non-White, England Non-White), BMI and insurance status (US private insurance, US Government insurance, US no insurance and England (NHS)).
BMI, body mass index; NA, not applicable; NHS, National Health Service; RRR, relative risk ratios.
RRR* from the USA and England wealth models
| Under 65 | Over 65 | |||||
|---|---|---|---|---|---|---|
| RRR | SE | p>z | RRR | SE | p>z | |
| Uncontrolled hypertension‡ | ||||||
| Wealth model (England) | ||||||
| 1 Poorest quintile | 1 | 1 | ||||
| 2 | 0.87 | 0.21 | 0.56 | 1.27 | 0.25 | 0.23 |
| 3 | 1.00 | 0.25 | 1.00 | 1.15 | 0.22 | 0.47 |
| 4 | 1.56 | 0.36 | 0.05 | 1.25 | 0.25 | 0.26 |
| 5 Richest quintile | 1.08 | 0.25 | 0.76 | 1.29 | 0.26 | 0.20 |
| Undiagnosed hypertension‡ | ||||||
| Wealth model (England) | ||||||
| 1 Poorest quintile | 1 | 1 | ||||
| 2 | 1.19 | 0.29 | 0.47 | 0.89 | 0.19 | 0.58 |
| 3 | 1.46 | 0.37 | 0.13 | 0.92 | 0.20 | 0.71 |
| 4 | 1.68 | 0.41 | 0.03 | 0.96 | 0.21 | 0.84 |
| 5 Richest quintile | 1.58 | 0.38 | 0.06 | 1.36 | 0.29 | 0.15 |
| Uncontrolled hypertension‡ | ||||||
| Wealth model (USA) | ||||||
| 1 Poorest quintile | 1 | 1 | ||||
| 2 | 1.07 | 0.23 | 0.75 | 0.98 | 0.14 | 0.91 |
| 3 | 0.80 | 0.19 | 0.34 | 1.00 | 0.14 | 0.98 |
| 4 | 0.65 | 0.17 | 0.10 | 0.73 | 0.11 | 0.03 |
| 5 Richest quintile | 0.57 | 0.15 | 0.04 | 0.78 | 0.12 | 0.10 |
| Undiagnosed hypertension‡ | ||||||
| Wealth model (USA) | ||||||
| 1 Poorest quintile | 1 | 1 | ||||
| 2 | 1.58 | 0.48 | 0.13 | 1.07 | 0.23 | 0.77 |
| 3 | 1.46 | 0.47 | 0.24 | 1.21 | 0.26 | 0.39 |
| 4 | 2.26 | 0.72 | 0.01 | 1.24 | 0.26 | 0.30 |
| 5 Richest quintile | 2.43 | 0.77 | 0.01 | 1.07 | 0.23 | 0.76 |
*The relative risk ratios are the exponential of the coefficients in the multinomial logistic regression. They give the relative risk of switching between explanatory variable categories on being in a category of the response variable compared to the reference category. For example, in the wealth model (under the age of 65), the relative risk ratio of switching from the poorest quintile to the richest quintile is 0.57 for being in the uncontrolled hypertension category versus the controlled hypertension category (reference). In other words, the expected risk of staying in the uncontrolled hypertension category (as opposed to the reference of controlled hypertension) is lower for the richest individuals compared to the poorest individuals.
†Models control for age, sex, wealth, ethnicity (white, Non-White), BMI and are fitted separately for each country and for each age groups (50–64 and 65+).
‡The reference category is controlled hypertension.
BMI, body mass index; RRR, relative risk ratios.