A Dynamic Bidirectional System of Stress Processes: Feedback Loops Between Stressors, Psychological Distress, and Physical Symptoms
Objective: Stress processes have long been of interest to researchers. A growing body of research explores the bidirectional relations between stressors, psychological and physical states. However, research on stress processes and their individual differences from a dynamic systems perspective is st...
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description | Objective: Stress processes have long been of interest to researchers. A growing body of research explores the bidirectional relations between stressors, psychological and physical states. However, research on stress processes and their individual differences from a dynamic systems perspective is still lacking. This study examined dynamic feedback loops between stressors, psychological distress, and physical symptoms simultaneously using ecological momentary assessment. Method: Three hundred and fifty-six participants completed five momentary assessments on stressors, psychological distress, and physical symptoms per day for 7 days in 2023. They also completed measures of their Big Five personality traits, depressive symptoms, and anxiety symptoms. Results: Dynamic structural equation models showed positive cross-lagged and feedback effects of stressors with psychological distress and physical symptoms, suggesting their self-perpetuating loops. Agreeableness and conscientiousness were protective factors, and neuroticism was a risk factor for the stressor-psychological loop. Individuals with depressive and/or anxiety symptoms were characterized by (a) greater inertia of psychological distress and physical symptoms, (b) stronger reverse effects of psychological distress and physical symptoms on subsequent stressors, (c) significant reciprocal effects between psychological distress and physical symptoms, and (d) stronger self-perpetuating loops of stressors with psychological distress and physical symptoms. Conclusions: Our findings highlight the importance of analyzing feedback loops to understand bidirectional relations and individual differences in dynamic stress processes, providing insights for relevant personalized interventions.
Objetivo: Los procesos de estrés han sido de interés para los investigadores durante mucho tiempo. Una creciente colección de estudios explora las relaciones bidireccionales entre los factores estresantes y los estados psicológicos y físicos. Sin embargo, aún faltan investigaciones sobre los procesos de estrés y sus diferencias individuales desde una perspectiva de sistemas dinámicos. Este estudio examinó los circuitos de retroalimentación dinámica entre factores estresantes, angustia psicológica y síntomas físicos simultáneamente utilizando una evaluación ecológica momentánea (EMA, por sus siglas en inglés). Métodos: 356 participantes completaron cinco evaluaciones momentáneas sobre factores estresantes, angustia psicológica y |
doi_str_mv | 10.1037/hea0001414 |
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Objetivo: Los procesos de estrés han sido de interés para los investigadores durante mucho tiempo. Una creciente colección de estudios explora las relaciones bidireccionales entre los factores estresantes y los estados psicológicos y físicos. Sin embargo, aún faltan investigaciones sobre los procesos de estrés y sus diferencias individuales desde una perspectiva de sistemas dinámicos. Este estudio examinó los circuitos de retroalimentación dinámica entre factores estresantes, angustia psicológica y síntomas físicos simultáneamente utilizando una evaluación ecológica momentánea (EMA, por sus siglas en inglés). Métodos: 356 participantes completaron cinco evaluaciones momentáneas sobre factores estresantes, angustia psicológica y síntomas físicos por día durante siete días en 2023. También completaron medidas de sus cinco grandes rasgos de personalidad, síntomas depresivos y síntomas de ansiedad. Resultados: Los modelos de ecuaciones estructurales dinámicas mostraron efectos positivos de retraso cruzado y retroalimentación de los factores estresantes con angustia psicológica y síntomas físicos, lo que sugiere sus bucles que se perpetúan a sí mismos. La amabilidad y la escrupulosidad fueron factores protectores, y el neuroticismo fue un factor de riesgo para el ciclo estresante-psicológico. Los individuos con síntomas depresivos y/o de ansiedad se caracterizaron por (a) una mayor inercia de la angustia psicológica y los síntomas físicos, (b) efectos inversos más fuertes de la angustia psicológica y los síntomas físicos sobre los estresores posteriores, (c) efectos recíprocos significativos entre la angustia psicológica y los síntomas físicos. síntomas, y (d) bucles de factores estresantes que se perpetúan a sí mismos más fuertes con angustia psicológica y síntomas físicos. Conclusiones: Nuestros hallazgos resaltan la importancia de analizar los ciclos de retroalimentación para comprender las relaciones bidireccionales y las diferencias individuales en los procesos dinámicos de estrés, proporcionando información para intervenciones personalizadas relevantes.
Public Significance Statement
This study uncovers self-perpetuating loops of stressors with psychological distress and physical symptoms; as individuals encounter more stressors, they subsequently experience higher levels of psychological distress and more physical symptoms, which leads to more stressors later. These effects are amplified in individuals with low agreeableness and conscientiousness, high neuroticism, and depressive and/or anxiety symptoms. Relevant prevention and intervention strategies should consider specific stress processes and different individual vulnerabilities.</description><identifier>ISSN: 0278-6133</identifier><identifier>ISSN: 1930-7810</identifier><identifier>EISSN: 1930-7810</identifier><identifier>DOI: 10.1037/hea0001414</identifier><identifier>PMID: 39347764</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Adolescent ; Adult ; Anxiety - psychology ; Depression - psychology ; Distress ; Ecological Momentary Assessment ; Feedback ; Female ; Human ; Humans ; Male ; Middle Aged ; Personality - physiology ; Psychological Distress ; Psychology ; Stress ; Stress, Psychological - psychology ; Symptoms ; Young Adult</subject><ispartof>Health psychology, 2025-02, Vol.44 (2), p.154-165</ispartof><rights>2024 American Psychological Association</rights><rights>2024, American Psychological Association</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-5533-9277 ; 0000-0002-6462-0220</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39347764$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Ruiz, John M</contributor><creatorcontrib>Luo, Xiaohui</creatorcontrib><creatorcontrib>Ma, Jingwei</creatorcontrib><creatorcontrib>Hu, Yueqin</creatorcontrib><title>A Dynamic Bidirectional System of Stress Processes: Feedback Loops Between Stressors, Psychological Distress, and Physical Symptoms</title><title>Health psychology</title><addtitle>Health Psychol</addtitle><description>Objective: Stress processes have long been of interest to researchers. A growing body of research explores the bidirectional relations between stressors, psychological and physical states. However, research on stress processes and their individual differences from a dynamic systems perspective is still lacking. This study examined dynamic feedback loops between stressors, psychological distress, and physical symptoms simultaneously using ecological momentary assessment. Method: Three hundred and fifty-six participants completed five momentary assessments on stressors, psychological distress, and physical symptoms per day for 7 days in 2023. They also completed measures of their Big Five personality traits, depressive symptoms, and anxiety symptoms. Results: Dynamic structural equation models showed positive cross-lagged and feedback effects of stressors with psychological distress and physical symptoms, suggesting their self-perpetuating loops. Agreeableness and conscientiousness were protective factors, and neuroticism was a risk factor for the stressor-psychological loop. Individuals with depressive and/or anxiety symptoms were characterized by (a) greater inertia of psychological distress and physical symptoms, (b) stronger reverse effects of psychological distress and physical symptoms on subsequent stressors, (c) significant reciprocal effects between psychological distress and physical symptoms, and (d) stronger self-perpetuating loops of stressors with psychological distress and physical symptoms. Conclusions: Our findings highlight the importance of analyzing feedback loops to understand bidirectional relations and individual differences in dynamic stress processes, providing insights for relevant personalized interventions.
Objetivo: Los procesos de estrés han sido de interés para los investigadores durante mucho tiempo. Una creciente colección de estudios explora las relaciones bidireccionales entre los factores estresantes y los estados psicológicos y físicos. Sin embargo, aún faltan investigaciones sobre los procesos de estrés y sus diferencias individuales desde una perspectiva de sistemas dinámicos. Este estudio examinó los circuitos de retroalimentación dinámica entre factores estresantes, angustia psicológica y síntomas físicos simultáneamente utilizando una evaluación ecológica momentánea (EMA, por sus siglas en inglés). Métodos: 356 participantes completaron cinco evaluaciones momentáneas sobre factores estresantes, angustia psicológica y síntomas físicos por día durante siete días en 2023. También completaron medidas de sus cinco grandes rasgos de personalidad, síntomas depresivos y síntomas de ansiedad. Resultados: Los modelos de ecuaciones estructurales dinámicas mostraron efectos positivos de retraso cruzado y retroalimentación de los factores estresantes con angustia psicológica y síntomas físicos, lo que sugiere sus bucles que se perpetúan a sí mismos. La amabilidad y la escrupulosidad fueron factores protectores, y el neuroticismo fue un factor de riesgo para el ciclo estresante-psicológico. Los individuos con síntomas depresivos y/o de ansiedad se caracterizaron por (a) una mayor inercia de la angustia psicológica y los síntomas físicos, (b) efectos inversos más fuertes de la angustia psicológica y los síntomas físicos sobre los estresores posteriores, (c) efectos recíprocos significativos entre la angustia psicológica y los síntomas físicos. síntomas, y (d) bucles de factores estresantes que se perpetúan a sí mismos más fuertes con angustia psicológica y síntomas físicos. Conclusiones: Nuestros hallazgos resaltan la importancia de analizar los ciclos de retroalimentación para comprender las relaciones bidireccionales y las diferencias individuales en los procesos dinámicos de estrés, proporcionando información para intervenciones personalizadas relevantes.
Public Significance Statement
This study uncovers self-perpetuating loops of stressors with psychological distress and physical symptoms; as individuals encounter more stressors, they subsequently experience higher levels of psychological distress and more physical symptoms, which leads to more stressors later. These effects are amplified in individuals with low agreeableness and conscientiousness, high neuroticism, and depressive and/or anxiety symptoms. Relevant prevention and intervention strategies should consider specific stress processes and different individual vulnerabilities.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Anxiety - psychology</subject><subject>Depression - psychology</subject><subject>Distress</subject><subject>Ecological Momentary Assessment</subject><subject>Feedback</subject><subject>Female</subject><subject>Human</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Personality - physiology</subject><subject>Psychological Distress</subject><subject>Psychology</subject><subject>Stress</subject><subject>Stress, Psychological - psychology</subject><subject>Symptoms</subject><subject>Young Adult</subject><issn>0278-6133</issn><issn>1930-7810</issn><issn>1930-7810</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpd0U1v1DAQBmALUdGlcOEHIEtcEDTUEzubNbd-AtJKXWnhbDn2hE1J4tSTCOXMH8ftLiBxGmnm0XuYl7FXID6AkOXZDq0QAhSoJ2wBWoqsXIF4yhYiL1fZEqQ8Zs-J7hLKdVE8Y8dSS1WWS7Vgv8751dzbrnH8ovFNRDc2obct3840YsdDzbdjRCK-icGlifSR3yD6yroffB3CQPwCx5-I_QGGSKd8Q7PbhTZ8b1zKumro8XTKbe_5ZjfT43o7d8MYOnrBjmrbEr48zBP27eb66-XnbH376cvl-TqzuRJjhpWXq0pDuaxqW3hbixxqD2ClBy-gQltbwCqXWitRCyi8rrSV0imXO9RLecLe7nOHGO4npNF0DTlsW9tjmMhIAMhFCUWR6Jv_6F2YYvrLQSmtpErq3V65GIgi1maITWfjbECYh2rMv2oSfn2InKoO_V_6p4sE3u-BHawZ0gNtHBvXIrkpRuzHhzCjlMkNFEr-BiZ7mlA</recordid><startdate>202502</startdate><enddate>202502</enddate><creator>Luo, Xiaohui</creator><creator>Ma, Jingwei</creator><creator>Hu, Yueqin</creator><general>American Psychological Association</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7RZ</scope><scope>PSYQQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-5533-9277</orcidid><orcidid>https://orcid.org/0000-0002-6462-0220</orcidid></search><sort><creationdate>202502</creationdate><title>A Dynamic Bidirectional System of Stress Processes: Feedback Loops Between Stressors, Psychological Distress, and Physical Symptoms</title><author>Luo, Xiaohui ; Ma, Jingwei ; Hu, Yueqin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a240t-ebd38b9176bfa5daf021fd11a3d1d01beafa1eb239940f015d9b9a33c4c2ce963</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Anxiety - psychology</topic><topic>Depression - psychology</topic><topic>Distress</topic><topic>Ecological Momentary Assessment</topic><topic>Feedback</topic><topic>Female</topic><topic>Human</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Personality - physiology</topic><topic>Psychological Distress</topic><topic>Psychology</topic><topic>Stress</topic><topic>Stress, Psychological - psychology</topic><topic>Symptoms</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Luo, Xiaohui</creatorcontrib><creatorcontrib>Ma, Jingwei</creatorcontrib><creatorcontrib>Hu, Yueqin</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>MEDLINE - Academic</collection><jtitle>Health psychology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Luo, Xiaohui</au><au>Ma, Jingwei</au><au>Hu, Yueqin</au><au>Ruiz, John M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Dynamic Bidirectional System of Stress Processes: Feedback Loops Between Stressors, Psychological Distress, and Physical Symptoms</atitle><jtitle>Health psychology</jtitle><addtitle>Health Psychol</addtitle><date>2025-02</date><risdate>2025</risdate><volume>44</volume><issue>2</issue><spage>154</spage><epage>165</epage><pages>154-165</pages><issn>0278-6133</issn><issn>1930-7810</issn><eissn>1930-7810</eissn><abstract>Objective: Stress processes have long been of interest to researchers. A growing body of research explores the bidirectional relations between stressors, psychological and physical states. However, research on stress processes and their individual differences from a dynamic systems perspective is still lacking. This study examined dynamic feedback loops between stressors, psychological distress, and physical symptoms simultaneously using ecological momentary assessment. Method: Three hundred and fifty-six participants completed five momentary assessments on stressors, psychological distress, and physical symptoms per day for 7 days in 2023. They also completed measures of their Big Five personality traits, depressive symptoms, and anxiety symptoms. Results: Dynamic structural equation models showed positive cross-lagged and feedback effects of stressors with psychological distress and physical symptoms, suggesting their self-perpetuating loops. Agreeableness and conscientiousness were protective factors, and neuroticism was a risk factor for the stressor-psychological loop. Individuals with depressive and/or anxiety symptoms were characterized by (a) greater inertia of psychological distress and physical symptoms, (b) stronger reverse effects of psychological distress and physical symptoms on subsequent stressors, (c) significant reciprocal effects between psychological distress and physical symptoms, and (d) stronger self-perpetuating loops of stressors with psychological distress and physical symptoms. Conclusions: Our findings highlight the importance of analyzing feedback loops to understand bidirectional relations and individual differences in dynamic stress processes, providing insights for relevant personalized interventions.
Objetivo: Los procesos de estrés han sido de interés para los investigadores durante mucho tiempo. Una creciente colección de estudios explora las relaciones bidireccionales entre los factores estresantes y los estados psicológicos y físicos. Sin embargo, aún faltan investigaciones sobre los procesos de estrés y sus diferencias individuales desde una perspectiva de sistemas dinámicos. Este estudio examinó los circuitos de retroalimentación dinámica entre factores estresantes, angustia psicológica y síntomas físicos simultáneamente utilizando una evaluación ecológica momentánea (EMA, por sus siglas en inglés). Métodos: 356 participantes completaron cinco evaluaciones momentáneas sobre factores estresantes, angustia psicológica y síntomas físicos por día durante siete días en 2023. También completaron medidas de sus cinco grandes rasgos de personalidad, síntomas depresivos y síntomas de ansiedad. Resultados: Los modelos de ecuaciones estructurales dinámicas mostraron efectos positivos de retraso cruzado y retroalimentación de los factores estresantes con angustia psicológica y síntomas físicos, lo que sugiere sus bucles que se perpetúan a sí mismos. La amabilidad y la escrupulosidad fueron factores protectores, y el neuroticismo fue un factor de riesgo para el ciclo estresante-psicológico. Los individuos con síntomas depresivos y/o de ansiedad se caracterizaron por (a) una mayor inercia de la angustia psicológica y los síntomas físicos, (b) efectos inversos más fuertes de la angustia psicológica y los síntomas físicos sobre los estresores posteriores, (c) efectos recíprocos significativos entre la angustia psicológica y los síntomas físicos. síntomas, y (d) bucles de factores estresantes que se perpetúan a sí mismos más fuertes con angustia psicológica y síntomas físicos. Conclusiones: Nuestros hallazgos resaltan la importancia de analizar los ciclos de retroalimentación para comprender las relaciones bidireccionales y las diferencias individuales en los procesos dinámicos de estrés, proporcionando información para intervenciones personalizadas relevantes.
Public Significance Statement
This study uncovers self-perpetuating loops of stressors with psychological distress and physical symptoms; as individuals encounter more stressors, they subsequently experience higher levels of psychological distress and more physical symptoms, which leads to more stressors later. These effects are amplified in individuals with low agreeableness and conscientiousness, high neuroticism, and depressive and/or anxiety symptoms. Relevant prevention and intervention strategies should consider specific stress processes and different individual vulnerabilities.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>39347764</pmid><doi>10.1037/hea0001414</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-5533-9277</orcidid><orcidid>https://orcid.org/0000-0002-6462-0220</orcidid></addata></record> |
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subjects | Adolescent Adult Anxiety - psychology Depression - psychology Distress Ecological Momentary Assessment Feedback Female Human Humans Male Middle Aged Personality - physiology Psychological Distress Psychology Stress Stress, Psychological - psychology Symptoms Young Adult |
title | A Dynamic Bidirectional System of Stress Processes: Feedback Loops Between Stressors, Psychological Distress, and Physical Symptoms |
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