A-qCPR risk score screening model for predicting 1-year mortality associated with hospice and palliative care in the emergency department. (February 2021)
- Record Type:
- Journal Article
- Title:
- A-qCPR risk score screening model for predicting 1-year mortality associated with hospice and palliative care in the emergency department. (February 2021)
- Main Title:
- A-qCPR risk score screening model for predicting 1-year mortality associated with hospice and palliative care in the emergency department
- Authors:
- Wang, Ruei-Fang
Lai, Chao-Chih
Fu, Ping-Yeh
Huang, Yung-Chung
Huang, Sheng-Jean
Chu, Dachen
Lin, Shih-Pin
Chaou, Chung-Hsien
Hsu, Chen-Yang
Chen, Hsiu-Hsi - Abstract:
- Background: Evaluating the need for palliative care and predicting its mortality play important roles in the emergency department. Aim: We developed a screening model for predicting 1-year mortality. Design: A retrospective cohort study was conducted to identify risk factors associated with 1-year mortality. Our risk scores based on these significant risk factors were then developed. Its predictive validity performance was evaluated using area under receiving operating characteristic analysis and leave-one-out cross-validation. Setting and participants: Patients aged 15 years or older were enrolled from June 2015 to May 2016 in the emergency department. Results: We identified five independent risk factors, each of which was assigned a number of points proportional to its estimated regression coefficient: age (0.05 points per year), qSOFA ⩾ 2 (1), Cancer (4), Eastern Cooperative Oncology Group Performance Status score ⩾ 2 (2), and Do-Not-R esuscitate status (3). The sensitivity, specificity, positive predictive value, and negative predictive value of our screening tool given the cutoff larger than 3 points were 0.99 (0.98–0.99), 0.31 (0.29–0.32), 0.26 (0.24–0.27), and 0.99 (0.98–1.00), respectively. Those with screening scores larger than 9 points corresponding to 64.0% (60.0–67.9%) of 1-year mortality were prioritized for consultation and communication. The area under the receiving operating characteristic curves for the point system was 0.84 (0.83–0.85) for theBackground: Evaluating the need for palliative care and predicting its mortality play important roles in the emergency department. Aim: We developed a screening model for predicting 1-year mortality. Design: A retrospective cohort study was conducted to identify risk factors associated with 1-year mortality. Our risk scores based on these significant risk factors were then developed. Its predictive validity performance was evaluated using area under receiving operating characteristic analysis and leave-one-out cross-validation. Setting and participants: Patients aged 15 years or older were enrolled from June 2015 to May 2016 in the emergency department. Results: We identified five independent risk factors, each of which was assigned a number of points proportional to its estimated regression coefficient: age (0.05 points per year), qSOFA ⩾ 2 (1), Cancer (4), Eastern Cooperative Oncology Group Performance Status score ⩾ 2 (2), and Do-Not-R esuscitate status (3). The sensitivity, specificity, positive predictive value, and negative predictive value of our screening tool given the cutoff larger than 3 points were 0.99 (0.98–0.99), 0.31 (0.29–0.32), 0.26 (0.24–0.27), and 0.99 (0.98–1.00), respectively. Those with screening scores larger than 9 points corresponding to 64.0% (60.0–67.9%) of 1-year mortality were prioritized for consultation and communication. The area under the receiving operating characteristic curves for the point system was 0.84 (0.83–0.85) for the cross-validation model. Conclusions: A-qCPR risk scores provide a good screening tool for assessing patient prognosis. Routine screening for end-of-life using this tool plays an important role in early and efficient physician-patient communications regarding hospice and palliative needs in the emergency department. … (more)
- Is Part Of:
- Palliative medicine. Volume 35:Number 2(2021)
- Journal:
- Palliative medicine
- Issue:
- Volume 35:Number 2(2021)
- Issue Display:
- Volume 35, Issue 2 (2021)
- Year:
- 2021
- Volume:
- 35
- Issue:
- 2
- Issue Sort Value:
- 2021-0035-0002-0000
- Page Start:
- 408
- Page End:
- 416
- Publication Date:
- 2021-02
- Subjects:
- Emergency department -- palliative -- hospice -- performance status score -- qSOFA -- DNR
Pain -- Treatment -- Periodicals
Cancer -- Palliative treatment -- Periodicals
Palliative Care -- Periodicals
Palliatieve behandeling
616.029 - Journal URLs:
- http://pmj.sagepub.com/ ↗
http://www.uk.sagepub.com/home.nav ↗
http://www.ingenta.com/journals/browse/arn/pm ↗ - DOI:
- 10.1177/0269216320972041 ↗
- Languages:
- English
- ISSNs:
- 0269-2163
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 15021.xml