Conformance Analysis of Clinical Pathway Using Electronic Health Record Data / 대한의료정보학회지

OBJECTIVES: The objective of this study was to confirm the conformance rate of the actual usage of the clinical pathway (CP) using Electronic Health Record (EHR) log data in a tertiary general university hospital to improve the CP by reflecting real-world care processes. METHODS: We analyzed the application and matching rates of clinicians' orders with predefined CP order sets based on data from 164 inpatients who received appendectomies out of all patients who were hospitalized from August 2013 to June 2014. We collected EHR log data on patient information, medication orders, operation performed, diagnosis, transfer, and CP order sets. The data were statistically analyzed. RESULTS: The average value of the actual application rate of the prescribed CP order ranged from 0.75 to 0.89. The application rate decreased when the order date was factored in along with the order code and type. Among CP pre-operation, intra-operation, post-operation, routine, and discharge orders, orders pertaining to operations had higher application rates than other types of orders. Routine orders and discharge orders had lower application rates. CONCLUSIONS: This analysis of the application and matching rates of CP orders suggests that it is possible to improve these rates by updating the existing CP order sets for routine discharge orders to reflect data-driven evidence. This study shows that it is possible to improve the application and matching rates of the CP using EHR log data. However, further research should be performed to analyze the effects of these rates on care outcomes.

Assessment of the accuracy of real-time continuous glucose monitoring system and its correlated factors / 中华内分泌代谢杂志

Objective To assess the factors that influence the accuracy of real-time continuous glucose monitoring system (RT-CGM).Methods A total of 79 diabetic patients wore RT-CGM for three days continuously while calibrating by interphalangeal glucose values 4-8 times a day.We counted matching rate of interphalangeal glucose values and RT-CGM probe value,and analyzed correlation of the matching rate with MAGE,SDBG,MBG,AUC10,AUC3.9,and NGE by Pearson correlation analysis and multiple linear regression analysis.Then we grouped corresponding match rate by MAGE and MBG,compared the difference among groups.Furthermore,we analyzed correlation of RT-CGM probe values of all-day,fasting-postprandial,and nighttime and the corresponding interphalangeal glucose values by Pearson correlation analysis.Results Pearson correlation analysis showed that the matching rate was negatively correlated with the MAGE,SDBG,MBG,and AUC10.MAGE,MBG,and NGE were in the regression equation.MAGE ＜3.9 mmol/L,matching rate was 81％,3.9 ≤ MAGE＜7 mmol/L,matching rate was 67％,MAGE≥7 mmol/L,the matching rate was 52％,the difference among 3 groups was statistically significant (P＜0.01).MBG＜7.8 mmol/L,matching rate was 78％,7.8 ≤ MBG＜ 10 mmol/L,matching rate was 68％,MBG ≥10 mmol/L,the matching rate was 57％,the difference among 3 groups was statistically significant (P ＜ 0.01).When Youden index was 0.409 and MAGE was less than 3.745 mmol/L,the match rate was more than 75％.When Youden index was 0.369 and MBG was less than 8.38 mmol/L,the matching rate was more than 75％.The correlation coefficients of all day,fasting,postprandial and nighttime probe values and the corresponding interphalangeal glucose values were 0.958,0.963,0.944,and 0.965 (all P＜0.01).Conclusions The probe values show good consistency with the interphalangeal glucose values,are able to be used for blood glucose assessment.Blood glucose fluctuations influences accuracy of RT-CGM,the smaller the blood glucose fluctuations,the smaller the mean glucose concentration,the smaller the effective blood glucose fluctuations in frequency,the higher would be the accuracy.It seems to be more effective to do calibration during fasting and nighttime.