TY - JOUR
T1 - Type and frequency of healthcare encounters can predict poor surgical outcomes in anterior cruciate ligament reconstruction patients
AU - Inacio, Maria C.S.
AU - Cafri, Guy
AU - Funahashi, Tadashi T.
AU - Maletis, Gregory B.
AU - Paxton, Elizabeth W.
PY - 2016/6
Y1 - 2016/6
N2 - Background: Several challenges are associated with collecting clinically meaningful post-operative outcomes. The widespread implementation of electronic medical records (EMR) offers a new opportunity to evaluate surgical outcomes using routinely collected data in these systems. This study evaluated whether surgical outcomes can be ascertained from EMR's hospital and outpatient encounters. Specifically, we evaluated anterior cruciate ligament reconstructions (ACLR) outcomes. Methods: A retrospective cohort study of 6985 ACLRs performed between 2/2005-9/2012 was conducted. Patient encounters during days 1-90 and days 91-180 after ACLR surgery were the exposures of interest. Nine hospital and eight outpatient encounter types were evaluated. The main endpoint of the study was revision surgery six months after ACLR. Results: The cohort was 66.7% male, the mean age was 28 (standard deviation = 11) years-old, and the incidence of revision was 1.5% (n = 105). After adjustments, in days 1-90 post-ACLR, compared to patients with 0-4 orthopedic office visits, patients with 5-9 (hazard ratio (HR) = 9.9, 95% confidence interval(CI), 4.3-23.2) and those with 10 or more (HR = 13.8, 95%CI, 5.6-33.8) visits had a higher risk of revision. In days 91-180, patients with any outpatient hospital encounters (HR = 2.5, 95%CI 1.4-4.5) had a higher risk of revision than patients without visits. Additionally, patients with 4-5 regular office visits (HR = 3.8 times, 95%CI, 2.0-7.0) had a higher risk of revision surgery than those with 0-1 visits. Discussion: The number of post-operative outpatient visits was associated with ACLR revision surgery. Using EMR encounters to assess surgical outcomes is a viable option for monitoring ACLR patients. The simple assessment of visit types and number of encounters alone can provide valuable information regarding the normal course of rehabilitation of a surgical patient and possible deviation from this normal course. In large cohorts of patients, this type of patient surveillance can assist surgeons with monitoring their patients.
AB - Background: Several challenges are associated with collecting clinically meaningful post-operative outcomes. The widespread implementation of electronic medical records (EMR) offers a new opportunity to evaluate surgical outcomes using routinely collected data in these systems. This study evaluated whether surgical outcomes can be ascertained from EMR's hospital and outpatient encounters. Specifically, we evaluated anterior cruciate ligament reconstructions (ACLR) outcomes. Methods: A retrospective cohort study of 6985 ACLRs performed between 2/2005-9/2012 was conducted. Patient encounters during days 1-90 and days 91-180 after ACLR surgery were the exposures of interest. Nine hospital and eight outpatient encounter types were evaluated. The main endpoint of the study was revision surgery six months after ACLR. Results: The cohort was 66.7% male, the mean age was 28 (standard deviation = 11) years-old, and the incidence of revision was 1.5% (n = 105). After adjustments, in days 1-90 post-ACLR, compared to patients with 0-4 orthopedic office visits, patients with 5-9 (hazard ratio (HR) = 9.9, 95% confidence interval(CI), 4.3-23.2) and those with 10 or more (HR = 13.8, 95%CI, 5.6-33.8) visits had a higher risk of revision. In days 91-180, patients with any outpatient hospital encounters (HR = 2.5, 95%CI 1.4-4.5) had a higher risk of revision than patients without visits. Additionally, patients with 4-5 regular office visits (HR = 3.8 times, 95%CI, 2.0-7.0) had a higher risk of revision surgery than those with 0-1 visits. Discussion: The number of post-operative outpatient visits was associated with ACLR revision surgery. Using EMR encounters to assess surgical outcomes is a viable option for monitoring ACLR patients. The simple assessment of visit types and number of encounters alone can provide valuable information regarding the normal course of rehabilitation of a surgical patient and possible deviation from this normal course. In large cohorts of patients, this type of patient surveillance can assist surgeons with monitoring their patients.
KW - ACLR registry
KW - Anterior cruciate ligament reconstruction
KW - Electronic medical records
KW - Hospital encounters
KW - Outpatient encounters
KW - Surveillance
UR - http://www.scopus.com/inward/record.url?scp=84962516038&partnerID=8YFLogxK
U2 - 10.1016/j.ijmedinf.2016.03.005
DO - 10.1016/j.ijmedinf.2016.03.005
M3 - Article
C2 - 27103195
AN - SCOPUS:84962516038
SN - 1386-5056
VL - 90
SP - 32
EP - 39
JO - INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
JF - INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
ER -