Evidence map›Paper›PMID 41743606›Full record

ArticleFrontiers in reproductive health2026

Latent profile analysis of fertility intention among women of reproductive age.

Miaomiao Chen, Shailing Ma, Xiaohui Liu, Lijun Wang, Yingjie Zheng, Jiajia Lai, Jing Li, Yijia Qi

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Article in Frontiers in reproductive health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

8 authors.

Miaomiao ChenSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.
Shailing MaSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.
Xiaohui LiuSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.
Lijun WangSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.
Yingjie ZhengSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.
Jiajia LaiSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.
Jing LiSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.
Yijia QiSchool of Nursing, Ningxia Medical University, Yinchuan, Ningxia, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: China's total fertility rate has reached a critically low level, dropping to approximately 1.0 by the end of 2023which is significantly below the population replacement level of 1.5. This decline reflects a marked reduction in fertility intention among reproductive-aged women, exacerbating population aging and threatening long-term labor supply and social sustainability. Despite policy adjustments and governmental support initiatives, intended outcomes have not been realized. Current literature largely focuses on isolated determinants of fertility intention, overlooking heterogeneity within the population. Moreover, the pathways through which psychosocial factors operate across different subgroups remain poorly understood. Methods: Data for this study were derived from the 2021 Psychological and Behavioral Investigation of Chinese Residents (PBICR 2021), a nationally representative cross-sectional survey. Latent profile analysis (LPA) was employed to identify subtypes of fertility intention among reproductive-aged women, followed by multinomial logistic regression, which examined factors associated with different profiles. Results: Among 2,973 reproductive-aged female participants, three distinct fertility intention profiles were identified via latent profile analysis: the Fertility Intention Decline Group (25.1%), the Low Fertility Intention Group (51.3%), and the High Fertility Intention Group (23.6%). Multinomial logistic regression analysis revealed that, compared with the Fertility Intention Decline Group, the Low Fertility Intention Group was significantly associated with family type, aged 20-40 years, residential location, having 2 children, and retirement status (all Conclusions: Fertility intention among reproductive-aged women demonstrates significant heterogeneity. This study identified three distinct latent profiles, each characterized by unique patterns of influencing factors. The findings highlight the necessity of moving beyond one-size-fits-all policy approaches and emphasize the importance of developing tailored interventions that account for the specific characteristics and determinants of each subgroup.

Indexed as

fertility intentioninfluencing factorslatent profilereproductive agewomen

Identifiers

PMID41743606
PMCPMC12929377

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