Assessing the appropriateness of test ordering is a complex process, not least because test ordering decisions are made according to nuances of each patient’s condition.38 Appropriateness of test ordering relates to both overuse and under-use, although most commentary has focused on overuse, occurring when a test has been ordered without a clinical indication or within a time frame that is unlikely to provide additional diagnostic information.31 32
The clinical decision support features that can be included in electronic ordering systems have the potential to reduce the repeat test order rate by notifying clinicians when there is an existing identical test order, for that patient, already recorded within the EMR. Clinicians can then choose not to proceed with the order or, if clinically appropriate, to override the alert and proceed with the order. On the other hand, it is much more difficult for a paper order to be identified as a repeat test and, therefore, clinicians have reduced access to information that could assist them make effective decisions. Reductions in the rate of unnecessary repeat tests can result in reductions in patient phlebotomies and workload in the laboratory.40 41
We compared the rates of repeat EUC testing within one-hour and within 24-hours of the previous test, for electronic and paper test orders. The pattern of data shown in Table 14 shows that the proportion of repeat EUC testing in 2011 that occurred within one hour of the previous EUC test was greater for tests ordered using the paper system than those ordered with the EMR (0.69% and 0.25%, respectively), a significant difference (χ2=40.95, p< .001). While, for tests ordered within 24 hours, there was a lower proportion of repeat tests with paper orders than for electronic orders (11.68% and 34.04%, respectively), also a significant difference (χ2=8534.37, p< .001).
Repeat EUC orders created electronically within 24-hours of the previous EUC order for the same patient triggered a Duplicate Order Alert that had to be acknowledged for the order to be created. The finding that 33.79% (the difference between 34.04% of orders within 24 hours and 0.25% of orders within 1 hour) of electronically-ordered repeat EUC tests occurred between one and 24-hours suggests that ordering clinicians were prepared, in many cases, to proceed with a repeat EUC order despite encountering a Duplicate Order Alert. The relative infrequency of electronically-ordered EUC orders within one hour of the previous order may be a consequence of ordering clinicians’ decisions being influenced by their ability to access data on their computers screens about what EUC tests had been ordered in the very recent past. In addition, while the proportion of repeat EUC tests occurring within one-hour of the previous test decreased with time for electronically-ordered tests (overall: 0.40% in 2009, 0.31% in 2010, and 0.25% in 2011), the pattern was not consistent for EUC tests ordered with the paper system (Overall: 0.63% in 2009, 0.56% in 2010, and 0.69% in 2011).
Year | |||||||||
Hosp | Time Delay | 2008 | 2009 | 2010 | 2011 | ||||
EMR | Paper | EMR | Paper | EMR | Paper | EMR | Paper | ||
A | <1 Hr n= | 0.77% 86 | 0.77% 91 | 0.49% 52 | 1.58% 28 | 0.24% 27 | 1.37% 30 | ||
χ2=53.62, p< .001 | |||||||||
<24 Hrs n= | 36.79% 4131 | 32.53% 3821 | 32.70% 3489 | 12.51% 221 | 32.43% 3574 | 12.75% 280 | |||
χ2=1829.34, p< .001 | |||||||||
Repeat Tests | 11230 | 0 | 11746 | 10669 | 1767 | 11022 | 2196 | ||
Total Tests | 17542 | 0 | 17254 | 14729 | 2894 | 14945 | 3474 | ||
B | <1 Hr n= | 0.30% 4 | 0.29% 4 | 0.30% 3 | 0.00% 0 | 0.21% 2 | 1.30% 3 | ||
χ2=too few events | |||||||||
<24 Hrs n= | 39.29% 523 | 37.84% 518 | 39.13% 394 | 16.03% 38 | 34.74% 3574 | 12.55% 280 | |||
χ2=186.87, p< .001 | |||||||||
Repeat Tests | 1331 | 0 | 1369 | 1007 | 237 | 950 | 231 | ||
Total Tests | 1968 | 0 | 2019 | 1303 | 486 | 1260 | 465 | ||
C | <1 Hr n= | 0.53% 13 | 0.42% 12 | 0.29% 8 | 0.00% 0 | 0.21% 3 | 0.26% 1 | ||
χ2=too few events | |||||||||
<24 Hrs n= | 41.52% 1016 | 41.99% 1190 | 43.63% 1196 | 26.49% 89 | 39.09% 955 | 16.54% 63 | |||
χ2=620.34, p< .001 | |||||||||
Repeat Tests | 2447 | 0 | 2834 | 2741 | 336 | 2443 | 381 | ||
Total Tests | 4018 | 0 | 4111 | 3794 | 611 | 3306 | 678 | ||
D | <1 Hr n= | 0.46% 12 | 0.28% 7 | 0.00% 0 | 0.18% 5 | 2.52% 4 | 0.41% 12 | 0.32% 1 | |
χ2=too few events | |||||||||
<24 Hrs n= | 31.29% 811 | 29.91% 752 | 20.50% 33 | 30.26% 821 | 18.87% 30 | 27.77% 805 | 11.78% 37 | ||
χ2=326.64, p< .001 | |||||||||
Repeat Tests | 2592 | 2514 | 161 | 2713 | 159 | 2899 | 314 | ||
Total Tests | 4591 | 4106 | 338 | 4358 | 306 | 4648 | 633 | ||
E | <1 Hr n= | 0.53% 82 | 0.49% 68 | 0.75% 20 | 0.24% 37 | 0.29% 10 | 0.27% 48 | 0.56% 13 | |
χ2=5.69,p<.05 | |||||||||
<24 Hrs n= | 37.17% 5802 | 38.92% 5367 | 11.94% 320 | 37.29% 5661 | 19.56% 680 | 37.40% 6573 | 9.82% 228 | ||
χ2=3987.71, p< .001 | |||||||||
Repeat Tests | 15609 | 13790 | 2679 | 15181 | 3476 | 17577 | 2322 | ||
Total Tests | 22911 | 18256 | 4445 | 19640 | 4954 | 21984 | 3698 | ||
F | <1 Hr n= | 0.50% 63 | 0.33% 37 | 0.31% 8 | 0.26% 28 | 0.25% 7 | 0.22% 25 | 0.25% 6 | |
χ2=0.16,n.s | |||||||||
<24 Hrs n= | 35.99% 4530 | 36.13% 4102 | 8.50% 216 | 31.90% 3382 | 7.82% 220 | 30.91% 3568 | 11.64% 281 | ||
χ2=1734.58, p< .001 | |||||||||
Repeat Tests | 12586 | 11353 | 2542 | 10601 | 2815 | 11543 | 2415 | ||
Total Tests | 18949 | 15207 | 3888 | 14474 | 3946 | 15322 | 3267 | ||
Overall | <1 Hr n= | 0.57% 260 | 0.40% 112 | 0.63% 135 | 0.31% 133 | 0.56% 49 | 0.25% 117 | 0.69% 54 | |
χ2=40.95, p< .001 | |||||||||
<24 Hrs n= | 36.71% 16813 | 36.96% 10221 | 28.59% 6098 | 34.82% 14943 | 14.54% 1278 | 34.04% 15805 | 11.68% 918 | ||
χ2=8534.37, p< .001 | |||||||||
Repeat Tests | 45795 | 27657 | 21331 | 42912 | 8790 | 46434 | 7859 | ||
Total Tests | 69979 | 37569 | 32055 | 58298 | 13197 | 61465 | 12215 |
Chi-square (χ2) tests of independence; n.s.: Not Significant
Table 14. A comparison, between hospitals and between years, of the proportion and volume of paper- and electronically-ordered (EMR) and repeat EUC tests (in the clinical chemistry department) whose specimens arrived in the CSR within 1- and 24-hours of the previous EUC test, for the same patient.
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