Clustering of non-medical risk factors and the association with duration of social care in pregnant women in highly vulnerable circumstances

Pregnancy can be considered a window of opportunity to help pregnant women optimize the circumstances they live in. Within the Mothers of Rotterdam study, pregnant women in highly vulnerable circumstances received standard social care or targeted social care to improve their circumstances. Women in this study had many combinations of non-medical risk factors contributing to their vulnerable circumstances. Here, the aim is to study the association between different combinations of non-medical risk factors and duration of care. Existing non-medical risk factors, assessed with a vulnerability checklist, were clustered using Latent Class Analysis (LCA). Linear regression was used to examine the relationship with duration of social care. The model was adjusted for maternal age, deprived neighbourhood, and type of social care. Four vulnerability classes were identified among 840 women and were labelled complex (9%), educational (24%), social network (12%), and financial vulnerability (55%). In the unadjusted model, all three classes showed a significant longer duration of social care compared to the financial vulnerability class. After adjustment, only the longer duration of care of the social network vulnerability class remained statistically significant. The four identified vulnerability classes illustrate that even within a group of women in highly vulnerable circumstances, subgroups of vulnerability exist. The vulnerability classes were identifiable through different combinations of non-medical risk factors and are all, associated with different durations of social care. These findings help to understand, and plan for, the requirements of social care for women in highly vulnerable circumstances.

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Institutions

Publication Details

Journal
European Journal of Public Health
Published
2025-04-27
DOI
https://doi.org/10.1093/eurpub/ckaf062
Citations
1
Primary Topic
Global Maternal and Child Health
Type
article
Field-Weighted Citation Impact
3.49
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article

Clustering of non-medical risk factors and the association with duration of social care in pregnant women in highly vulnerable circumstances

Kajal S C Mohabier, Johanna P. de Graaf, Lizbeth Burgos Ochoa, Loes C.M. Bertens et al.
1 citations
European Journal of Public Health
Global Maternal and Child Health
3.49
article

Clustering of non-medical risk factors and the association with duration of social care in pregnant women in highly vulnerable circumstances

Kajal S C Mohabier, Johanna P. de Graaf, Lizbeth Burgos Ochoa, Loes C.M. Bertens, Eric A.P. Steegers
article en
1 citations

Abstract

Pregnancy can be considered a window of opportunity to help pregnant women optimize the circumstances they live in. Within the Mothers of Rotterdam study, pregnant women in highly vulnerable circumstances received standard social care or targeted social care to improve their circumstances. Women in this study had many combinations of non-medical risk factors contributing to their vulnerable circumstances. Here, the aim is to study the association between different combinations of non-medical risk factors and duration of care. Existing non-medical risk factors, assessed with a vulnerability checklist, were clustered using Latent Class Analysis (LCA). Linear regression was used to examine the relationship with duration of social care. The model was adjusted for maternal age, deprived neighbourhood, and type of social care. Four vulnerability classes were identified among 840 women and were labelled complex (9%), educational (24%), social network (12%), and financial vulnerability (55%). In the unadjusted model, all three classes showed a significant longer duration of social care compared to the financial vulnerability class. After adjustment, only the longer duration of care of the social network vulnerability class remained statistically significant. The four identified vulnerability classes illustrate that even within a group of women in highly vulnerable circumstances, subgroups of vulnerability exist. The vulnerability classes were identifiable through different combinations of non-medical risk factors and are all, associated with different durations of social care. These findings help to understand, and plan for, the requirements of social care for women in highly vulnerable circumstances.

European Journal of Public HealthVol. 35(3)
Tilburg University (NL), Erasmus University Rotterdam (NL)
Openalex Percentile: Top 10%
Global Maternal and Child Health
3.49
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