TY - JOUR
T1 - Identifying mismatch and match between clinical needs and mental healthcare use trajectories in people with anxiety and depression
T2 - Results of a longitudinal study
AU - Wijekoon Mudiyanselage, Kalpani Wijekoon
AU - Bastiaansen, Jojanneke A
AU - Stewart, Roy
AU - Wardenaar, Klaas J
AU - Penninx, Brenda W J H
AU - Schoevers, Robert A
AU - van Hemert, Albert M
AU - Jörg, Frederike
N1 - Funding Information:
BWJHP received (non-related) research grants from Boehringer Ingelheim and Jansen Research.
Funding Information:
The NESDA study is funded through the Geestkracht program of the Netherlands Organisation for Health Research and Development (Zon-Mw, grant number 10-000-1002) and is supported by participating universities and mental health care organizations. These sponsors have not had any role in the conducted analyses, writing the manuscript and the decision to publish these results.
Funding Information:
The infrastructure for the NESDA study ( www.nesda.nl ) is funded through the Geestkracht program of the Netherlands Organisation for Health Research and Development (ZonMw, grant number 10-000-1002 ) and financial contributions by participating universities and mental health care organizations ( Amsterdam University Medical Centers (location VUmc), GGZ in Geest, Leiden University Medical Center , Leiden University, GGZ Rivierduinen, University Medical Center Groningen, University of Groningen , Lentis, GGZ Friesland, GGZ Drenthe, Rob Giel Onderzoekscentrum).
Publisher Copyright:
© 2021
PY - 2022/1/15
Y1 - 2022/1/15
N2 - Background: Mismatch between need and mental healthcare (MHC) use (under-and overuse) has mainly been studied with cross-sectional designs, not accurately capturing patterns of persistence or change in clinical burden and MHC-use among persons with depressive and/or anxiety disorders. Aims: Determining and describing [mis]match of longitudinal trajectories of clinical burden and MHC-use. Methods: Six-year longitudinal burden and MHC-use data came from the Netherlands Study of Depression and Anxiety (n=2981). The sample was split into four subgroups: I) no clinical burden but constant MHC use, II) constant clinical burden but no MHC-use, III) changing clinical burden and MHC-use, and IV) healthy non-users. Within subgroups I)-III), specific clinical burden and MHC trajectories were identified (growth mixture modeling). The resulting classes’ associations with predisposing, enabling, and need factors were investigated (regression analysis). Results: Subgroups I-III revealed different trajectories. I) increasing MHC without burden (4.1%). II) slightly increasing (1.9%), strongly increasing (2.4%), and decreasing (9.5%) burden without MHC. III) increasing (41.4%) or decreasing (19.4%) burden and concurrently increasing MHC use (first underuse, then matched care), thus revealing delayed MHC-use. Only having suicidal ideation (p<.001, Cohen's d= .6-1.5) was a significant determinant of being in latter classes compared to underusers (strongly increasing burden without MHC-use). Limitations: More explanatory factors are needed to explain [mis]match. Conclusion: Mismatch occurred as constant underuse or as delayed MHC-use in a high-income country (Netherlands). Additionally, no meaningful class revealed constantly matched care on average. Presence of suicidal ideation could influence the probability of symptomatic individuals receiving matched MHC or not.
AB - Background: Mismatch between need and mental healthcare (MHC) use (under-and overuse) has mainly been studied with cross-sectional designs, not accurately capturing patterns of persistence or change in clinical burden and MHC-use among persons with depressive and/or anxiety disorders. Aims: Determining and describing [mis]match of longitudinal trajectories of clinical burden and MHC-use. Methods: Six-year longitudinal burden and MHC-use data came from the Netherlands Study of Depression and Anxiety (n=2981). The sample was split into four subgroups: I) no clinical burden but constant MHC use, II) constant clinical burden but no MHC-use, III) changing clinical burden and MHC-use, and IV) healthy non-users. Within subgroups I)-III), specific clinical burden and MHC trajectories were identified (growth mixture modeling). The resulting classes’ associations with predisposing, enabling, and need factors were investigated (regression analysis). Results: Subgroups I-III revealed different trajectories. I) increasing MHC without burden (4.1%). II) slightly increasing (1.9%), strongly increasing (2.4%), and decreasing (9.5%) burden without MHC. III) increasing (41.4%) or decreasing (19.4%) burden and concurrently increasing MHC use (first underuse, then matched care), thus revealing delayed MHC-use. Only having suicidal ideation (p<.001, Cohen's d= .6-1.5) was a significant determinant of being in latter classes compared to underusers (strongly increasing burden without MHC-use). Limitations: More explanatory factors are needed to explain [mis]match. Conclusion: Mismatch occurred as constant underuse or as delayed MHC-use in a high-income country (Netherlands). Additionally, no meaningful class revealed constantly matched care on average. Presence of suicidal ideation could influence the probability of symptomatic individuals receiving matched MHC or not.
U2 - 10.1016/j.jad.2021.09.054
DO - 10.1016/j.jad.2021.09.054
M3 - Article
C2 - 34763294
SN - 0165-0327
VL - 297
SP - 657
EP - 670
JO - Journal of Affective Disorders
JF - Journal of Affective Disorders
ER -