{"title":"Network analysis of depression and anxiety symptoms among rural empty nesters in China.","authors":"Bailing Hou","doi":"10.1080/13548506.2025.2543903","DOIUrl":null,"url":null,"abstract":"<p><p>The number of empty nesters in rural areas is expected to grow. Common psychological problems such as depression and anxiety require focused attention. This study explores the depression and anxiety symptoms network among rural empty nesters to understand the central and bridge symptoms. The data of 1,709 rural empty nesters were obtained from the Chinese Longitudinal Healthy Longevity Survey (CLHLS). Depression and anxiety symptoms were assessed using the Centre for Epidemiology Depression Scale (CES-D-10) and Generalized Anxiety 7-item Scale (GAD-7). The R4.4.3 was used for network estimation, centrality estimation, bridge symptoms, accuracy, stability and difference tests. The study found that among 1,709 rural empty nesters, 880 (51.5%) had depression symptoms, 241 (14.1%) had anxiety symptoms and 225 (13.2%) had both depression and anxiety symptoms. Network analyses revealed that G4 'Trouble relaxing', D3 'Feeling depressed', G7 'Fear of horrible events' and D9 'Inability to get going' were the central symptoms in the depression and anxiety network. G7 'Fear of horrible events', G1 'Nervousness or anxiety', D10 'Sleep quality' and D1 'Feeling bothered' are bridge symptoms in the network. The central and bridge symptoms play an important role in the depression and anxiety network of rural empty nesters. Developing interventions based on central and bridge symptoms can help prevent or improve their psychological situation.</p>","PeriodicalId":54535,"journal":{"name":"Psychology Health & Medicine","volume":" ","pages":"1-16"},"PeriodicalIF":1.9000,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Psychology Health & Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/13548506.2025.2543903","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
The number of empty nesters in rural areas is expected to grow. Common psychological problems such as depression and anxiety require focused attention. This study explores the depression and anxiety symptoms network among rural empty nesters to understand the central and bridge symptoms. The data of 1,709 rural empty nesters were obtained from the Chinese Longitudinal Healthy Longevity Survey (CLHLS). Depression and anxiety symptoms were assessed using the Centre for Epidemiology Depression Scale (CES-D-10) and Generalized Anxiety 7-item Scale (GAD-7). The R4.4.3 was used for network estimation, centrality estimation, bridge symptoms, accuracy, stability and difference tests. The study found that among 1,709 rural empty nesters, 880 (51.5%) had depression symptoms, 241 (14.1%) had anxiety symptoms and 225 (13.2%) had both depression and anxiety symptoms. Network analyses revealed that G4 'Trouble relaxing', D3 'Feeling depressed', G7 'Fear of horrible events' and D9 'Inability to get going' were the central symptoms in the depression and anxiety network. G7 'Fear of horrible events', G1 'Nervousness or anxiety', D10 'Sleep quality' and D1 'Feeling bothered' are bridge symptoms in the network. The central and bridge symptoms play an important role in the depression and anxiety network of rural empty nesters. Developing interventions based on central and bridge symptoms can help prevent or improve their psychological situation.
期刊介绍:
Psychology, Health & Medicine is a multidisciplinary journal highlighting human factors in health. The journal provides a peer reviewed forum to report on issues of psychology and health in practice. This key publication reaches an international audience, highlighting the variation and similarities within different settings and exploring multiple health and illness issues from theoretical, practical and management perspectives. It provides a critical forum to examine the wide range of applied health and illness issues and how they incorporate psychological knowledge, understanding, theory and intervention. The journal reflects the growing recognition of psychosocial issues as they affect health planning, medical care, disease reaction, intervention, quality of life, adjustment adaptation and management.
For many years theoretical research was very distant from applied understanding. The emerging movement in health psychology, changes in medical care provision and training, and consumer awareness of health issues all contribute to a growing need for applied research. This journal focuses on practical applications of theory, research and experience and provides a bridge between academic knowledge, illness experience, wellbeing and health care practice.