Woodward C A, Hurley J
Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ont.
CMAJ. 1995 Oct 15;153(8):1097-106.
To examine the extent to which physician's sex explains variation in the activity level and service intensity of a cohort of physicians in each of five medical fields after other sources of variation are taken into account.
Data from the Ontario Ministry of Health (MOH) and the CMA were analysed by means of multivariate regression techniques for panel data.
Ontario.
A total of 137 dermatologists, 974 general internists, 330 pediatricians and 941 psychiatrists and a random sample of 2771 family physicians and general practitioners who met the eligibility criteria. Physicians were eligible if they billed the MOH for at least three quarters in 1983, did not bill as a medical laboratory director, provided direct patient care, did not have an alternative funding arrangement with the MOH, remained in the same specialty throughout the study period (1983-90) and billed from an Ontario address.
Three measures of total activity level (annual number of services provided, annual fee-for-service billings and annual mean number of patients seen per quarter) and one measure of service intensity (annual mean number of services per patient per quarter).
Although several variables (e.g., full-time work status, age, type of practice and recent practice move) influenced the four measures examined, physician's sex contributed significantly to explaining variation in activity in 70% of the regression equations. The women provided 33.0% fewere services per year than the men in family and general practice (p < 0.001), 25.0% fewer services in general internal medicine (p < 0.01), 22.1% fewer services in pediatrics (p < 0.05) and 22.3% fewer services in psychiatry (p < 0.001). Total billings by the women in these fields were also significantly less than those of their male colleagues, the difference being greatest among the family physicians and general practitioners (28.0%) and the general internists (27.0%) (p < 0.001). The women in these four fields saw significantly fewer patients per quarter than their male colleagues, the difference being greatest in psychiatry (33.0%) (p < 0.001). Sex affected service intensity in three fields. The female psychiatrists (14.8%) (p < 0.001) and general intenists (5.5%) (p < 0.10) provided more services per quarter than their male colleagues, whereas the female family physicians and general practitioners delivered 2.2% fewer services per patient per quarter than their male colleagues (p < 0.01). In two specialties differences between women aged 40 years or less and those over 40 years were observed. In general internal medicine the younger women had higher activity levels than the older women (p < 0.01). Conversely, in dermatology the younger women had lower activity levels (p < 0.05) and provided fewer services per patient per quarter (p < 0.001) than the older women.
Although physician's sex explained much of the variation in activity level and service intensity, even after other important correlates were controlled for, the type and extent of differences observed between female and male physicians depended on the particular medical field examined. To understand the effect of the large increase in the number of women on the physician workforce, more detailed analyses by medical field are needed of the volume, mix and intensity of services provided by men and women, with adjustment for any possible differences in the patients seen in their practices.
在考虑其他变异来源后,研究医生性别在五个医学领域中对一组医生的活动水平和服务强度差异的解释程度。
采用面板数据多元回归技术分析安大略省卫生部(MOH)和加拿大医学协会(CMA)的数据。
安大略省。
共有137名皮肤科医生、974名普通内科医生、330名儿科医生和941名精神科医生,以及2771名符合资格标准的家庭医生和全科医生的随机样本。如果医生在1983年至少有三个季度向安大略省卫生部计费,不是以医学实验室主任身份计费,提供直接的患者护理,没有与安大略省卫生部的替代资金安排,在整个研究期间(1983 - 1990年)保持在同一专业,并从安大略省的地址计费,则符合资格。
三项总活动水平指标(每年提供的服务数量、每年的按服务收费账单和每季度平均每年看诊的患者数量)和一项服务强度指标(每季度每位患者平均每年的服务数量)。
尽管几个变量(如全职工作状态、年龄、执业类型和近期执业变动)影响了所检查的四项指标,但在70%的回归方程中,医生性别对解释活动差异有显著贡献。在家庭和全科医疗中,女性每年提供的服务比男性少33.0%(p < 0.001),在普通内科中少25.0%(p < 0.01),在儿科中少22.1%(p < 0.05),在精神科中少22.3%(p < 0.001)。这些领域中女性的总账单也显著低于男性同事,在家庭医生和全科医生中差异最大(28.0%),在普通内科医生中差异为27.0%(p < 0.001)。这四个领域中的女性每季度看诊的患者明显少于男性同事,在精神科中差异最大(33.0%)(p < 0.001)。性别影响了三个领域的服务强度。女性精神科医生(14.8%)(p < 0.001)和普通内科医生(5.5%)(p < 0.10)每季度提供的服务比男性同事多,而女性家庭医生和全科医生每季度每位患者提供的服务比男性同事少2.2%(p < 0.01)。在两个专业中,观察到40岁及以下女性与40岁以上女性之间的差异。在普通内科中,年轻女性的活动水平高于年长女性(p < 0.01)。相反,在皮肤科中,年轻女性的活动水平较低(p < 0.05),每季度每位患者提供的服务也比年长女性少(p < 0.001)。
尽管医生性别解释了活动水平和服务强度的大部分差异,即使在控制了其他重要相关因素之后,观察到的男女医生之间差异的类型和程度仍取决于所检查的特定医学领域。为了解女性数量大幅增加对医生劳动力的影响,需要按医学领域对男女提供的服务量、组合和强度进行更详细的分析,并对他们执业中所看诊患者的任何可能差异进行调整。