TY - JOUR
T1 - A causal loop diagram of older persons’ emergency department visits and interactions of its contributing factors
T2 - a group model building approach
AU - Smeekes, Oscar S.
AU - Willems, Hanna C.
AU - Blomberg, Ilse
AU - Buurman, Bianca M.
N1 - Funding Information: This study was funded by an applied technical science grant from the Dutch organization for scientific research (NWO-TTW 17710), Stichting voor de Technische Wetenschappen. The funder had no role in the design, methods, subject recruitment, data collection or analysis of this study, nor preparation of the paper. Publisher Copyright: © 2023, The Author(s).
PY - 2023/8/1
Y1 - 2023/8/1
N2 - Purpose: Understanding the etiology of older persons’ emergency department (ED) visits is highly needed. Many contributing factors have been identified, however, the role their interactions play remains unclear. Causal loop diagrams (CLDs), as conceptual models, can visualize these interactions and therefore may elucidate their role. This study aimed to better understand why people older than 65 years of age visit the ED in Amsterdam by capturing the interactions of contributing factors as perceived by an expert group in a CLD through group model building (GMB). Methods: Six qualitative online focus group like sessions, known as GMB, were conducted with a purposefully recruited interdisciplinary expert group of nine that resulted in a CLD that depicted their shared view. Results: The CLD included four direct contributing factors, 29 underlying factors, 66 relations between factors and 18 feedback loops. The direct factors included, ‘acute event’, ‘frailty’, ‘functioning of the healthcare professional’ and ‘availability of alternatives for the ED’. All direct factors showed direct as well as indirect contribution to older persons’ ED visits in the CLD through interaction. Conclusion: Functioning of the healthcare professional and availability of alternatives for the ED were considered pivotal factors, together with frailty and acute event. These factors, as well as many underlying factors, showed extensive interaction in the CLD, thereby contributing directly and indirectly to older persons’ ED visits. This study helps to better understand the etiology of older persons’ ED visits and in specific the way contributing factors interact. Furthermore, its CLD can help to find solutions for the increasing numbers of older adults in the ED.
AB - Purpose: Understanding the etiology of older persons’ emergency department (ED) visits is highly needed. Many contributing factors have been identified, however, the role their interactions play remains unclear. Causal loop diagrams (CLDs), as conceptual models, can visualize these interactions and therefore may elucidate their role. This study aimed to better understand why people older than 65 years of age visit the ED in Amsterdam by capturing the interactions of contributing factors as perceived by an expert group in a CLD through group model building (GMB). Methods: Six qualitative online focus group like sessions, known as GMB, were conducted with a purposefully recruited interdisciplinary expert group of nine that resulted in a CLD that depicted their shared view. Results: The CLD included four direct contributing factors, 29 underlying factors, 66 relations between factors and 18 feedback loops. The direct factors included, ‘acute event’, ‘frailty’, ‘functioning of the healthcare professional’ and ‘availability of alternatives for the ED’. All direct factors showed direct as well as indirect contribution to older persons’ ED visits in the CLD through interaction. Conclusion: Functioning of the healthcare professional and availability of alternatives for the ED were considered pivotal factors, together with frailty and acute event. These factors, as well as many underlying factors, showed extensive interaction in the CLD, thereby contributing directly and indirectly to older persons’ ED visits. This study helps to better understand the etiology of older persons’ ED visits and in specific the way contributing factors interact. Furthermore, its CLD can help to find solutions for the increasing numbers of older adults in the ED.
KW - Acute care demand
KW - Causal loop diagram
KW - Contributing factors
KW - Emergency department visits
KW - Older persons
KW - System dynamics
UR - http://www.scopus.com/inward/record.url?scp=85163784800&partnerID=8YFLogxK
U2 - https://doi.org/10.1007/s41999-023-00816-8
DO - https://doi.org/10.1007/s41999-023-00816-8
M3 - Article
C2 - 37391681
SN - 1878-7649
VL - 14
SP - 837
EP - 849
JO - European Geriatric Medicine
JF - European Geriatric Medicine
IS - 4
ER -