The Influence of Family Psychological Factors on Stroke Recurrence using the Partial Least Square Structural Equation Model (PLS-SEM) in Bukittinggi City, Indonesia

Background: About 51% of post-stroke patients have recurrent strokes, with high blood pressure causing 51% of stroke-related deaths globally, and around 16% linked to high blood glucose levels. While research on stroke recurrence often centers on patients, there is limited research on family-related psychological factors. This study aimed to assess the impact of such factors on stroke recurrence using the Partial Least Square Structural Equation Model (PLS-SEM) on patients in Bukittinggi City. Methods: The cross-sectional study employed convenience sampling techniques and included 191 participants from two hospitals in West Sumatra. The research was conducted over a period of 15 weeks, approximately 3.5 months, from November 2021 to February 2022. Data analysis was performed using PLS-SEM. Results: The coefficient pathway for family burden on increasing stroke recurrence was β = 0.302. Family coping indirectly affected stroke recurrence through the family burden pathway, with an overall influence magnitude of 0.394. Similarly, self-efficacy indirectly impacted stroke recurrence via the family burden channel, with an overall influence of 0.868. On the other hand, family independence indirectly influenced stroke recurrence through the family burden pathway, with a total overall effect of -0.265. It is notable that family support does not directly affect stroke recurrence through the family burden pathway. Conclusions: Psychological family factors, like family burden, significantly contribute to stroke recurrence. Implementing interventions to ease this burden is crucial in preventing recurrence. Addressing these psychological factors effectively aids in preventing stroke recurrence. Keywords: Family Psychological Factors, PLS-SEM, Stroke, Indonesia

Authors

Institutions

Publication Details

Journal
Journal of Health Research
Published
2024-09-02
DOI
https://doi.org/10.56808/2586-940x.1099
Primary Topic
Public Health and Nutrition
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Influence of Family Psychological Factors on Stroke Recurrence using the Partial Least Square Structural Equation Model (PLS-SEM) in Bukittinggi City, Indonesia

Nur Indrawaty Lipoeto, Junaiti Sahar, Yuliarni Syafrita, Rozi Sastra Purna et al.
Journal of Health Research
Public Health and Nutrition
article

The Influence of Family Psychological Factors on Stroke Recurrence using the Partial Least Square Structural Equation Model (PLS-SEM) in Bukittinggi City, Indonesia

Nur Indrawaty Lipoeto, Junaiti Sahar, Yuliarni Syafrita, Rozi Sastra Purna, Hema Malini, Delmi Sulastri, Yaslina Yaslina, Nursyrwan Effendi
article en

Abstract

Background: About 51% of post-stroke patients have recurrent strokes, with high blood pressure causing 51% of stroke-related deaths globally, and around 16% linked to high blood glucose levels. While research on stroke recurrence often centers on patients, there is limited research on family-related psychological factors. This study aimed to assess the impact of such factors on stroke recurrence using the Partial Least Square Structural Equation Model (PLS-SEM) on patients in Bukittinggi City. Methods: The cross-sectional study employed convenience sampling techniques and included 191 participants from two hospitals in West Sumatra. The research was conducted over a period of 15 weeks, approximately 3.5 months, from November 2021 to February 2022. Data analysis was performed using PLS-SEM. Results: The coefficient pathway for family burden on increasing stroke recurrence was β = 0.302. Family coping indirectly affected stroke recurrence through the family burden pathway, with an overall influence magnitude of 0.394. Similarly, self-efficacy indirectly impacted stroke recurrence via the family burden channel, with an overall influence of 0.868. On the other hand, family independence indirectly influenced stroke recurrence through the family burden pathway, with a total overall effect of -0.265. It is notable that family support does not directly affect stroke recurrence through the family burden pathway. Conclusions: Psychological family factors, like family burden, significantly contribute to stroke recurrence. Implementing interventions to ease this burden is crucial in preventing recurrence. Addressing these psychological factors effectively aids in preventing stroke recurrence. Keywords: Family Psychological Factors, PLS-SEM, Stroke, Indonesia

Journal of Health ResearchVol. 38(5)
University of Indonesia (ID), Andalas University (ID)
Sustainable cities and communities
Openalex Percentile: Top 77%
Public Health and Nutrition
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.