Fields Bronwyn E, Bigbee Jeri L, Bell Janice F
Betty Irene Moore School of Nursing, University of California, Davis, California.
J Rural Health. 2016 Jun;32(3):235-44. doi: 10.1111/jrh.12143. Epub 2015 Sep 3.
To explore the relationship between provider-to-population ratios, rurality and population health in the United States using counties as the unit of analysis.
Population ratios for registered nurses (RNs), primary care physicians, and dentists were included in multivariable regression analyses. Population health indices assessed were premature death rate, self-rated health, teen birth rate, and mammography screening rate.
County levels of health and health care providers per capita declined as rurality increased. In adjusted regression models, the highest RN-to-population ratio was associated with significantly better health measures in most urban/rural categories, with the magnitude of these associations generally increasing as rurality increased. In the smallest rural counties, the highest RN-to-population quartile was associated with 1,655 fewer years of potential life lost (YPLL), 2% lower rates of poor or fair health, 11/1,000 fewer teen births, and 6% more mammography screening relative to the lowest quartile. For primary care physicians, more significant associations were found in medium and small rural counties where the highest quartile was associated with 1,482 fewer YPLL, 3% lower rates of poor or fair health, 7/1,000 fewer teen births, and 4% more mammography screening. The highest quartile of dentist-to-population ratio was generally associated with lower rates of premature death and poor or fair health in urban, large-, and medium-sized rural counties, but not in small rural counties.
The consistency of the results by provider type suggests that the supply of health care professionals, particularly in rural areas, positively impacts the health of the population.
以县为分析单位,探讨美国医疗服务提供者与人口比例、农村地区状况和人口健康之间的关系。
将注册护士(RN)、初级保健医生和牙医的人口比例纳入多变量回归分析。评估的人口健康指标包括过早死亡率、自评健康状况、青少年出生率和乳房X光筛查率。
随着农村地区程度的增加,各县的健康水平和人均医疗服务提供者数量下降。在调整后的回归模型中,在大多数城市/农村类别中,最高的护士与人口比例与显著更好的健康指标相关,这些关联的程度通常随着农村地区程度的增加而增加。在最小的农村县,最高的护士与人口四分位数与潜在寿命损失年数(YPLL)减少1655年、健康状况差或一般的比例降低2%、青少年出生率每1000人减少11例以及乳房X光筛查增加6%相关,相对于最低四分位数。对于初级保健医生,在中小型农村县发现了更显著的关联,其中最高四分位数与YPLL减少1482年、健康状况差或一般的比例降低3%、青少年出生率每1000人减少7例以及乳房X光筛查增加4%相关。在城市、大型和中型农村县,最高的牙医与人口比例四分位数通常与较低的过早死亡率和健康状况差或一般的比例相关,但在小型农村县则不然。
按医疗服务提供者类型划分的结果一致性表明,医疗保健专业人员的供应,特别是在农村地区,对人口健康有积极影响。