scholarly journals 2440. Using a geospatially explicit agent-based model of a regional healthcare network to assess varied antibiotic risk on Clostridioides difficile infection incidence

2019 ◽  
Vol 6 (Supplement_2) ◽  
pp. S843-S844
Author(s):  
Sarah Rhea ◽  
Kasey Jones ◽  
Georgiy Bobashev ◽  
Breda Munoz ◽  
James Rineer ◽  
...  

Abstract Background Different antibiotic classes are associated with different Clostridioides difficile infection (CDI) risk. The impact of varied antibiotic risk on CDI incidence can be explored using agent-based models (ABMs). ABMs can simulate complete systems (e.g., regional healthcare networks) comprised of discrete, unique agents (e.g., patients) which can be represented using a synthetic population, or model-generated representation of the population. We used an ABM of a North Carolina (NC) regional healthcare network to assess the impact of increasing antibiotic risk ratios (RRs) across network locations on healthcare-associated (HA) and community-associated (CA) CDI incidence. Methods The ABM describes CDI acquisition and patient movement across 14 network locations (i.e., nodes) (11 short-term acute care hospitals, 1 long-term acute care hospital, 1 nursing home, and the community). We used a sample of 2 million synthetic NC residents as ABM microdata. We updated agent states (i.e., location, antibiotic exposure, C. difficile colonization, CDI status) daily. We applied antibiotic RRs of 1, 5, 8.9 (original model RR), 15, and 20 to agents across the network to simulate varied risk corresponding to different antibiotic classes. We determined network HA-CDI and CA-CDI incidence and percent mean change for each RR. Results In this simulation study, HA-CDI incidence increased with increasing antibiotic risk, ranging from 11.3 to 81.4 HA-CDI cases/100,000 person-years for antibiotic RRs of 1 to 20, respectively. On average, the per unit increase in antibiotic RR was 33% for HA-CDI and 6% for CA-CDI (figure). Conclusion We used a geospatially explicit ABM to simulate increasing antibiotic risk, corresponding to different antibiotic classes, and to explore the impact on CDI incidence. The per unit increase in antibiotic risk was greater for HA-CDI than CA-CDI due to the higher probability of receiving antibiotics and higher concentration of agents with other CDI risk factors in the healthcare facilities of the ABM. These types of analyses, which demonstrate the interconnectedness of network healthcare facilities and the associated community served by the network, might help inform targeted antibiotic stewardship efforts in certain network locations. Disclosures All authors: No reported disclosures.

2020 ◽  
Vol 41 (10) ◽  
pp. 1162-1168
Author(s):  
Shawn E. Hawken ◽  
Mary K. Hayden ◽  
Karen Lolans ◽  
Rachel D. Yelin ◽  
Robert A. Weinstein ◽  
...  

AbstractObjective:Cohorting patients who are colonized or infected with multidrug-resistant organisms (MDROs) protects uncolonized patients from acquiring MDROs in healthcare settings. The potential for cross transmission within the cohort and the possibility of colonized patients acquiring secondary isolates with additional antibiotic resistance traits is often neglected. We searched for evidence of cross transmission of KPC+ Klebsiella pneumoniae (KPC-Kp) colonization among cohorted patients in a long-term acute-care hospital (LTACH), and we evaluated the impact of secondary acquisitions on resistance potential.Design:Genomic epidemiological investigation.Setting:A high-prevalence LTACH during a bundled intervention that included cohorting KPC-Kp–positive patients.Methods:Whole-genome sequencing (WGS) and location data were analyzed to identify potential cases of cross transmission between cohorted patients.Results:Secondary KPC-Kp isolates from 19 of 28 admission-positive patients were more closely related to another patient’s isolate than to their own admission isolate. Of these 19 cases, 14 showed strong genomic evidence for cross transmission (<10 single nucleotide variants or SNVs), and most of these patients occupied shared cohort floors (12 patients) or rooms (4 patients) at the same time. Of the 14 patients with strong genomic evidence of acquisition, 12 acquired antibiotic resistance genes not found in their primary isolates.Conclusions:Acquisition of secondary KPC-Kp isolates carrying distinct antibiotic resistance genes was detected in nearly half of cohorted patients. These results highlight the importance of healthcare provider adherence to infection prevention protocols within cohort locations, and they indicate the need for future studies to assess whether multiple-strain acquisition increases risk of adverse patient outcomes.


2008 ◽  
Vol 29 (7) ◽  
pp. 600-606 ◽  
Author(s):  
Christine Moore ◽  
Jastej Dhaliwal ◽  
Agnes Tong ◽  
Sarah Eden ◽  
Cindi Wigston ◽  
...  

Objective.To identify risk factors for acquisition of methicillin-resistant Staphylococcus aureus (MRSA) in patients exposed to an MRSA-colonized roommate.Design.Retrospective cohort study.Setting.A 472-bed acute-care teaching hospital in Toronto, Canada.Patients.Inpatients who shared a room between 1996 and 2004 with a patient who had unrecognized MRSA colonization.Methods.Exposed roommates were identified from infection-control logs and from results of screening for MRSA in the microbiology database. Completed follow-up was defined as completion of at least 2 sets of screening cultures (swab samples from the nares, the rectum, and skin lesions), with at least 1 set of samples obtained 7–10 days after the last exposure. Chart reviews were performed to compare those who did and did not become colonized with MRSA.Results.Of 326 roommates, 198 (61.7%) had completed follow-up, and 25 (12.6%) acquired MRSA by day 7–10 after exposure was recognized, all with strains indistinguishable by pulsed-field gel electrophoresis from those of their roommate. Two (2%) of 101 patients were not colonized at day 7–10 but, with subsequent testing, were identified as being colonized with the same strain as their roommate (one at day 16 and one at day 18 after exposure). A history of alcohol abuse (odds ratio [OR], 9.8 [95% confidence limits {CLs}, 1.8, 53]), exposure to a patient with nosocomially acquired MRSA (OR, 20 [95% CLs, 2.4,171]), increasing care dependency (OR per activity of daily living, 1.7 [95% CLs, 1.1, 2.7]), and having received levofloxacin (OR, 3.6 [95% CLs, 1.1,12]) were associated with MRSA acquisition.Conclusions.Roommates of patients with MRSA are at significant risk for becoming colonized. Further study is needed of the impact of hospital antimicrobial formulary decisions on the risk of acquisition of MRSA.


2019 ◽  
Vol 69 (10) ◽  
pp. 1801-1804 ◽  
Author(s):  
Melany Gonzalez-Orta ◽  
Carlos Saldana ◽  
Yilen Ng-Wong ◽  
Jennifer Cadnum ◽  
Annette Jencson ◽  
...  

Abstract In a cohort of 480 patients admitted to an acute care hospital, 68 (14%) had positive perirectal cultures for toxigenic Clostridioides difficile on admission. Of the 11 patients (2%) diagnosed with healthcare-associated C. difficile infections, 3 (27%) had genetically related admission and infection isolates, based on whole-genome sequencing.


2019 ◽  
Vol 6 (Supplement_2) ◽  
pp. S425-S425
Author(s):  
Maureen Banks ◽  
Andrew Phillips ◽  
Keith Chin ◽  
Lou Ann Bruno-Murtha

Abstract Background Hand hygiene (HH) is the cornerstone of infection prevention and improved compliance has been associated with reduced healthcare-associated infections (HAIs). However, traditional methods for HH data collection have limitations and may not accurately reflect true compliance. We sought to evaluate whether an electronic hand hygiene monitoring system (HHMS) can improve data collection, compliance, and reduce HAIs. Methods A HHMS was implemented as part of a pilot at a single facility in June 2018 for all healthcare workers (HCWs) who entered patient rooms. The system prompted HCWs to perform HH with an audible and visual reminder emitted from a badge if a HH event had not been registered within specific timeframes of entering or exiting a patient room. The system captured compliance with preferential handwashing (soap and water) for at least 15 seconds upon exit of Clostridioides difficile (C. difficile) designated rooms. All HH data were collected by the HHMS. Hand hygiene compliance and HAI data were compared for the pre-intervention (June 2017-May 2018) and intervention periods (July 2018-March 2019). No changes were made to environmental cleaning protocols or compliance monitoring, nor in antibiotic stewardship practices. Results HH compliance by direct observation in the pre-intervention period was 91% (1,612 observations). HH compliance with the HHMS during the intervention period was 97% (2,778,402 observations). The mean monthly HH opportunities recorded during the pre-intervention period was 134, while the HHMS captured 308,711, a greater than 2,300-fold increase. The incidence of healthcare facility-onset C. difficile infections (HO-CDI) pre-intervention was 9.60 per 10,000 patient-days (41 GDH+/Toxin+ laboratory-identified [labID] events/42,726 patient-days). With the HHMS, HO-CDI decreased 70% (P = 0.0003) to 2.89 per 10,000 patient-days (9 labID events/31,169 patient-days). No policy changes in environmental cleaning of high-touch surfaces were made or observed during the pilot. Conclusion The use of an HHMS facilitated more comprehensive HH data and improved compliance. The preliminary findings also support an association between more robust HH compliance data and a significant decrease in toxin-producing CDI. Disclosures All authors: No reported disclosures.


Author(s):  
Larry W. Chambers ◽  
Peter Tugwell ◽  
Charles H. Goldsmith ◽  
Patricia Caulfield ◽  
Murray Haight ◽  
...  

ABSTRACTHospital and long-term care facility utilization, mortality and functional status over a 12-month follow-up period are described for elderly home care recipients who had been discharged from an acute care hospital. Of those eligible for receipt of services from the Program, 356 (92%) patients 65 years of age and older agreed to participate in the study at the time of discharge from an acute care hospital. Of these, 82.2 per cent survived during the subsequent 12 months, 44 per cent were readmitted to hospital, and 5 per cent were admitted to a nursing home or home for the aged. After adjusting for socio-demographic and health variables using regression analyses, the total number of home care services received was significantly associated with physical function and social function at 12 months. Similarly, the analyses revealed home care “social services” (social worker visits, meals on wheels, visiting home maker visits and volunteer visits) received were significantly associated with morale at 12 months. The clinical significance of these findings for case-management and home care program management and monitoring are discussed.


2020 ◽  
Author(s):  
Boyoung Jeon ◽  
Nanako Tamiya ◽  
Xueying Jin ◽  
Satoru Yoshie ◽  
Katsuya Iijima ◽  
...  

Abstract Background The policy of discharge conference has function of guiding patients to stay at community. This study aims to investigate the effect of a discharge conference on a probability of hospital readmission and readmission costs among older patients in Japan. Methods We included 8,096 individuals admitted to acute care hospitals, using health and long-term care insurance claims data on older patients (age ≥ 75 years) in a suburban city in Japan, from April 2012 to September 2013. To balance the two groups according to whether a patient received a service of discharge conference or not, we used propensity score matching method. We identified readmission within 360 days from discharges and estimated the impact of a discharge conference on the probability of readmission and readmission costs using multiple logistic and linear regression model. Results Among patients who discharged from an acute care hospital, 367 (4.5%) received a discharge conference. Using the matching method, 304 participants in a control group was matched to 304 participants in a discharge conference group. Readmission rate was 21.1% in patients with a discharge conference and 23.0% in those without a discharge conference. Although there was no significant effect of discharge conference on probability of readmission, but it showed significant effect on lower cost per day. Conclusions These results imply a discharge conference has effect on mitigating cost per day of readmission after adjusting for confounding. This study suggests that there are potential possibilities in the policy of discharge conference on reducing the readmission costs per day amongst older patients.


2020 ◽  
Author(s):  
Lora Appel ◽  
Erika Kisonas ◽  
Eva Appel ◽  
Jennifer Klein ◽  
Deanna Bartlett ◽  
...  

BACKGROUND As Virtual Reality (VR) technologies become increasingly accessible and affordable, clinicians are eager to try VR-therapy as a novel means to manage Behavioural and Psychological Symptoms of Dementia (BPSD) which are exacerbated during acute-care hospitalization, with the goal of reducing the use for antipsychotics, sedatives, and physical restraints, associated with negative side-effects, increased length of stay, and caregiver burden. To date no evaluations of immersive VR-therapy have been reported for patients with dementia in acute-care hospitals. OBJECTIVE Determine the feasibility (acceptance, comfort, safety) of using immersive VR-therapy for people living with dementia (mild, moderate, and advanced) during acute-care hospitalization, and explore its potential to manage BPSD. METHODS A prospective longitudinal pilot-study was conducted at a community teaching hospital in Toronto. Ten patients over 65 years (mean = 87) diagnosed with dementia, participated in one or more sessions of viewing immersive 360° VR-footage of nature scenes displayed on Samsung Gear-VR head-mounted-display. The mixed-methods study included patient chart review, standardized observations during intervention, and pre- and post-intervention semi-structured interviews about the VR experience. RESULTS All recruited participants completed the study. Seven out of ten participants displayed enjoyment or relaxation during a VR session, which averaged 6 minutes per viewing. One participant experienced dizziness; no interference between VR equipment and hearing aids or medical devices was reported. CONCLUSIONS It is feasible to expose older adults with various degrees of dementia admitted to an acute-care hospital, to immersive VR-therapy. This pilot provides the basis for conducting the first RCT to evaluate the impact of VR-therapy on managing BPSD in acute-care hospitals. CLINICALTRIAL Research Ethics Board ID: 748-1806-Mis-321 Clinical Trials.gov registration: NCT03941119


2020 ◽  
Author(s):  
Shawn E. Hawken ◽  
Mary K. Hayden ◽  
Karen Lolans ◽  
Rachel D. Yelin ◽  
Robert A. Weinstein ◽  
...  

AbstractObjectiveCohorting patients who are colonized or infected with multidrug-resistant organisms (MDROs) has been demonstrated to protect uncolonized patients from acquiring MDROs in healthcare settings. A neglected aspect of cohorting is the potential for cross-transmission within the cohort and the possibility of colonized patients acquiring secondary isolates with additional antibiotic resistance traits. We searched for evidence of cross-transmission of KPC+ Klebsiella pneumoniae (KPC-Kp) colonization among cohorted patients in a long-term acute care hospital (LTACH), and evaluated the impact of secondary acquisitions on resistance potential.DesignGenomic epidemiological investigationSettingA high-prevalence LTACH during a bundled intervention that included cohorting KPC-Kp-positive patients.MethodsWhole-genome sequencing (WGS) and location data were analyzed to identify potential cases of cross-transmission between cohorted patients.ResultsSecondary KPC-Kp isolates from 19 of 28 admission-positive patients were more closely related to another patient’s isolate than to their own admission isolate. In 14 of these 19 cases there was strong genomic evidence for cross-transmission (<10 SNVs) and the majority of these patients occupied shared cohort floors (12 cases) or rooms (5 cases) at the same time. Of the 14 patients with strong genomic evidence of acquisition, 12 acquired antibiotic resistance genes not found in their primary isolates.ConclusionsAcquisition of secondary KPC-Kp isolates carrying distinct antibiotic resistance genes was detected in nearly half of cohorted patients. These results highlight the importance of healthcare provider adherence to infection prevention protocols within cohort locations, and motivate future studies to assess whether multiple-strain acquisition increases risk of adverse patient outcomes.


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