Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore

Background: This study aimed to identify behavioral factors that affect patient attendance in outpatient clinics, especially those related to rescheduling.Methods: A retrospective study was conducted on 20,386 appointment records for 6,252 patients in an outpatient specialty clinic at a women’s and...

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Main Authors: TANG, Yue, JIANG, Houyuan, ZHENG, Zhichao, LOKE, Chui Yee, GOH, Bee Keow
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Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/lkcsb_research/7362
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8361/viewcontent/Behavioral_factors_associated_with_patients__non_attendance__A_retrospective_study_in_an_outpatient_specialty_clinic_at_a_women_s_and_children_s_hospital_in_Singapore.pdf
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spelling sg-smu-ink.lkcsb_research-83612024-01-04T05:50:45Z Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore TANG, Yue JIANG, Houyuan ZHENG, Zhichao ZHENG, Zhichao LOKE, Chui Yee GOH, Bee Keow Background: This study aimed to identify behavioral factors that affect patient attendance in outpatient clinics, especially those related to rescheduling.Methods: A retrospective study was conducted on 20,386 appointment records for 6,252 patients in an outpatient specialty clinic at a women’s and children’s hospital in Singapore over 34 months (January 2012–October 2014). Multivariate logistic regression was used to analyze the influence of independent variables on appointment no-shows.Results: The average no-show rate of the study population was 28.87%. Patient historical behaviors were significantly associated with appointment attendance. In particular, a larger number of previous visits, more historical no-shows, more historical rescheduling events initiated by patients, and more reschedulings initiated by the clinic for the current appointment were positively associated with no-shows. Notably, the number of previous visits was found to exhibit a significantly diminishing marginal effect on no-show rates. Further analyses suggested that for appointments rescheduled by the clinic, subsequent rescheduling by patients was associated with a reduced risk of no-shows.Conclusions: No-shows were more common in patients who missed more historical appointments or had their appointments rescheduled more frequently. Encouraging patients to reschedule their own appointments could be an effective measure to reduce no-shows. However, the benefit of patient-rescheduling decreased if patients rescheduled appointments repeatedly. 2023-06-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/lkcsb_research/7362 info:doi/10.1080/20479700.2023.2225760 https://ink.library.smu.edu.sg/context/lkcsb_research/article/8361/viewcontent/Behavioral_factors_associated_with_patients__non_attendance__A_retrospective_study_in_an_outpatient_specialty_clinic_at_a_women_s_and_children_s_hospital_in_Singapore.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection Lee Kong Chian School Of Business eng Institutional Knowledge at Singapore Management University Appointments No-shows Patient attendance Patient adherence Patient preference Rescheduling Outpatient clinics Business Administration, Management, and Operations Organizational Behavior and Theory
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Appointments
No-shows
Patient attendance
Patient adherence
Patient preference
Rescheduling
Outpatient clinics
Business Administration, Management, and Operations
Organizational Behavior and Theory
spellingShingle Appointments
No-shows
Patient attendance
Patient adherence
Patient preference
Rescheduling
Outpatient clinics
Business Administration, Management, and Operations
Organizational Behavior and Theory
TANG, Yue
JIANG, Houyuan
ZHENG, Zhichao
ZHENG, Zhichao
LOKE, Chui Yee
GOH, Bee Keow
Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore
description Background: This study aimed to identify behavioral factors that affect patient attendance in outpatient clinics, especially those related to rescheduling.Methods: A retrospective study was conducted on 20,386 appointment records for 6,252 patients in an outpatient specialty clinic at a women’s and children’s hospital in Singapore over 34 months (January 2012–October 2014). Multivariate logistic regression was used to analyze the influence of independent variables on appointment no-shows.Results: The average no-show rate of the study population was 28.87%. Patient historical behaviors were significantly associated with appointment attendance. In particular, a larger number of previous visits, more historical no-shows, more historical rescheduling events initiated by patients, and more reschedulings initiated by the clinic for the current appointment were positively associated with no-shows. Notably, the number of previous visits was found to exhibit a significantly diminishing marginal effect on no-show rates. Further analyses suggested that for appointments rescheduled by the clinic, subsequent rescheduling by patients was associated with a reduced risk of no-shows.Conclusions: No-shows were more common in patients who missed more historical appointments or had their appointments rescheduled more frequently. Encouraging patients to reschedule their own appointments could be an effective measure to reduce no-shows. However, the benefit of patient-rescheduling decreased if patients rescheduled appointments repeatedly.
format text
author TANG, Yue
JIANG, Houyuan
ZHENG, Zhichao
ZHENG, Zhichao
LOKE, Chui Yee
GOH, Bee Keow
author_facet TANG, Yue
JIANG, Houyuan
ZHENG, Zhichao
ZHENG, Zhichao
LOKE, Chui Yee
GOH, Bee Keow
author_sort TANG, Yue
title Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore
title_short Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore
title_full Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore
title_fullStr Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore
title_full_unstemmed Behavioral factors associated with patients' non-attendance: A retrospective study in an outpatient specialty clinic at a women's and children's hospital in Singapore
title_sort behavioral factors associated with patients' non-attendance: a retrospective study in an outpatient specialty clinic at a women's and children's hospital in singapore
publisher Institutional Knowledge at Singapore Management University
publishDate 2023
url https://ink.library.smu.edu.sg/lkcsb_research/7362
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8361/viewcontent/Behavioral_factors_associated_with_patients__non_attendance__A_retrospective_study_in_an_outpatient_specialty_clinic_at_a_women_s_and_children_s_hospital_in_Singapore.pdf
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