Wu Dahong, Zeng Guangxian, Cheng Jing, Liu Jie, Li Sitian, Qin Mengxia, He Lu, Feng Qilong
Department of Social Medicine, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, China.
Community Health and Health Development Research Center, Taiyuan, China.
Front Public Health. 2025 May 15;13:1531431. doi: 10.3389/fpubh.2025.1531431. eCollection 2025.
Depression and anxiety (D&A) are currently recognized as complex and prevalent mental disorders that pose major threats to mental health. Women are more susceptible to D&A than men.
We collected data from female participants in Shanxi Province between November 2021 and March 2022 through on-site investigations and an online survey. The survey collected information on sociodemographic traits, lifestyle factors, and physical and mental health. The degree of D&A was evaluated using the Center for Epidemiological Studies Depression Scale (CESD-10) and the Generalized Anxiety Disorder Assessment Scale (GAD-7). We assessed the impact of these factors on D&A symptoms among women using regression and fuzzy-set qualitative comparative analysis (fsQCA).
D&A symptoms had many common influencing factors. Regression analysis identified key protective factors against D&A, including better self-rated health (Depression: OR = 0.11, 95% CI = 0.03-0.47; Anxiety: OR = 0.11, 95% CI = 0.02-0.57) and the absence of recent illness (Depression: OR = 0.56, 95% CI = 0.38-0.83; Anxiety: OR = 0.49, 95% CI = 0.35-0.70). Age exhibited marginal protective effects for both conditions (OR = 0.99, 95% CI = 0.98-1.00). In contrast, occupational stress constituted a significant risk factor, substantially increasing the likelihood of depression (OR = 2.66, 95% CI = 1.43-4.96) and anxiety (OR = 2.99, 95% CI = 1.43-4.96). FsQCA analysis did not identify the conditions for ideal mental health (all consistency < 0.9). However, it did identify eight condition configurations predicting mental health (absence of depression symptoms), each achieving consistency ≥0.87. Additionally, two distinct configurations explained resilience to anxiety (consistency ≥0.80). All configurations met fsQCA's consistency requirements, with self-rated health (present in 10/10 pathways), social support (9/10), and marital status (9/10) playing important roles in most configurations.
Women's mental health faces significant challenges, with D&A being closely intertwined. FsQCA did not identify any specific condition for the absence of D&A symptoms. However, it revealed multiple pathways to mental well-being, highlighting the need for personalized, multifactorial interventions rather than a one-size-fits-all approach. Regression and fsQCA complement each other, offering unique strengths, and their combined insights should be widely applied to broader research and practice.
抑郁和焦虑目前被认为是复杂且普遍存在的精神障碍,对心理健康构成重大威胁。女性比男性更容易患抑郁和焦虑。
我们在2021年11月至2022年3月期间,通过现场调查和在线调查收集了山西省女性参与者的数据。该调查收集了社会人口学特征、生活方式因素以及身心健康方面的信息。使用流行病学研究中心抑郁量表(CESD - 10)和广泛性焦虑症评估量表(GAD - 7)评估抑郁和焦虑程度。我们使用回归分析和模糊集定性比较分析(fsQCA)评估这些因素对女性抑郁和焦虑症状的影响。
抑郁和焦虑症状有许多共同的影响因素。回归分析确定了预防抑郁和焦虑的关键保护因素,包括更好的自评健康状况(抑郁:OR = 0.11,95% CI = 0.03 - 0.47;焦虑:OR = 0.11,95% CI = 0.02 - 0.57)以及近期无疾病(抑郁:OR = 0.56,95% CI = 0.38 - 0.83;焦虑:OR = 0.49,95% CI = 0.35 - 0.70)。年龄对这两种情况均显示出微弱的保护作用(OR = 0.99,95% CI = 0.98 - 1.00)。相比之下,职业压力是一个显著的风险因素,大幅增加了抑郁(OR = 2.66,95% CI = 1.43 - 4.96)和焦虑(OR = 2.99,95% CI = 1.43 - 4.96)的可能性。FsQCA分析未确定理想心理健康状况的条件(所有一致性 < 0.9)。然而,它确实确定了八种预测心理健康(无抑郁症状)的条件组合,每种组合的一致性≥0.87。此外,两种不同的组合解释了对焦虑的恢复力(一致性≥0.80)。所有组合均符合fsQCA的一致性要求,自评健康状况(在10/10条路径中出现)、社会支持(9/10)和婚姻状况(9/10)在大多数组合中发挥重要作用。
女性心理健康面临重大挑战,抑郁和焦虑紧密交织。FsQCA未确定不存在抑郁和焦虑症状的任何特定条件。然而,它揭示了通往心理健康的多种途径,突出了需要个性化、多因素干预而非一刀切的方法。回归分析和fsQCA相互补充,各有独特优势,它们的综合见解应广泛应用于更广泛的研究和实践中。