Health Analysis Division, Statistitics Canada, Ottawa, Ontario, K1A OT6.
Health Rep. 2010 Sep;21(3):29-35.
Using a health outcome research framework, the hospitalization risk for a type 2 diabetes (T2DM) cohort is evaluated. Diabetes is "ambulatory care sensitive"--a condition largely manageable with appropriate care in the community. Thus, hospitalization may represent a negative care outcome.
Analyses were conducted by linking data from the Canadian Community Health Survey (CCHS) cycle 1.1 to the Canadian Hospital Morbidity Database for respondents identified as having T2DM. Logistic regression was used to examine the association between the likelihood of all-cause hospitalization within two years of the survey date and patients' characteristics, care path, and health system characteristics.
When the effects of demographic, socio-economic and health status characteristics were taken into account, physical inactivity and former or current smoking were significantly associated with an increased likelihood of hospitalization for those with type 2 diabetes. Specialist visits were positively related to hospitalization (OR = 1.4), whereas the relationship with general practitioner visits was negative (OR = 0.7). Regional hospital use patterns were significantly associated with hospitalization (OR = 2.6).
Regional patterns of hospital use are important for hospitalization: T2DM residents of health regions with generally higher hospitalization rates were more likely to be hospitalized than were those living elsewhere. In terms of care path, GP consultations were associated with a lower risk of hospitalization. Specialist consultations, likely a marker of disease severity, had the reverse effect.
利用健康结果研究框架,评估了 2 型糖尿病 (T2DM) 队列的住院风险。糖尿病是“可在社区进行的门诊医疗保健敏感型疾病”——通过适当的社区护理,大多数情况下可以控制该疾病。因此,住院可能代表负面的医疗护理结果。
通过将加拿大社区健康调查 (CCHS) 第 1.1 周期的数据与加拿大医院发病数据库进行链接,对被确定患有 T2DM 的受访者进行了分析。使用逻辑回归来检查在调查日期后两年内全因住院的可能性与患者特征、护理路径和卫生系统特征之间的关联。
在考虑人口统计学、社会经济和健康状况特征的影响后,身体活动不足和以前或现在吸烟与 2 型糖尿病患者住院的可能性增加显著相关。专科就诊与住院呈正相关(OR=1.4),而与全科医生就诊的关系呈负相关(OR=0.7)。区域医院使用模式与住院显著相关(OR=2.6)。
医院使用的区域模式对住院具有重要意义:与其他地区相比,健康区域住院率普遍较高的 T2DM 居民更有可能住院。就护理路径而言,全科医生就诊与较低的住院风险相关。专科医生就诊可能是疾病严重程度的标志,其作用相反。