Late-pregnancy anxiety as a distinct multidimensional construct: Psychometric evidence from a community-based sample

Authors

  • Nurul Jannah Lincoln University College, Malaysia
  • Gunavathy Selvarajh Lincoln University College, Malaysia

DOI:

https://doi.org/10.35335/midwifery.v13i6.2230

Keywords:

Late Pregnancy, Multidimensional Construct, Psychometrics, Perinatal Mental Health , Pregnancy Anxiety

Abstract

Anxiety during pregnancy was recognized as a common maternal mental health concern with important implications for maternal well-being and perinatal outcomes. Evidence suggested that anxiety experienced in late pregnancy was more context-specific and qualitatively distinct from general anxiety, yet its underlying structure remained insufficiently examined. This study examined whether anxiety in late pregnancy constituted a distinct multidimensional psychological construct using a theory-driven psychometric approach. A community-based cross-sectional study was conducted among 280 women in late pregnancy between 28 and 40 weeks of gestation. A structured self-report instrument was developed through conceptual analysis and expert review, and its latent factor structure was evaluated using confirmatory factor analysis within a structural equation modeling framework. The analysis supported a three-domain multidimensional structure encompassing childbirth-related anxiety, fetal health anxiety, and maternal mental readiness and self-confidence. The model demonstrated acceptable overall fit (χ²/df = 3.15; RMSEA = 0.088; CFI = 0.97; TLI = 0.96), with all indicators loading significantly on their respective latent dimensions (standardized loadings ≈ 0.94–1.01). These findings indicated that anxiety in late pregnancy represented a distinct multidimensional construct, supporting dimension-specific assessment in antenatal and perinatal mental health research.

Downloads

Download data is not yet available.

References

Agustini, L. I. (2016). Model Pembelajaran Kolaboratif Dan Asesmen Autentik Pada Pembelajaran Bahasa Inggris. Jurnal Evaluasi Pendidikan, 7(2), 86–94. https://doi.org/10.21009/jep.072.02

Anuar, A., & Sadek, D. M. (2018). Validity test of lean healthcare using Lawshe’s method. International Journal of Supply Chain Management, 7(6), 197–203.

Bekkhus, M., Lee, Y., Brandlistuen, R. E., Samuelsen, S. O., & Magnus, P. (2021). Maternal Anxiety and Infants Birthweight and Length of Gestation. A sibling design. BMC Psychiatry, 21(1). https://doi.org/10.1186/s12888-021-03620-5

Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., & Young, S. L. (2018). Best Practices for Developing and Validating Scales for Health, Social, and Behavioral Research: A Primer. Frontiers in Public Health, 6. https://doi.org/10.3389/fpubh.2018.00149

Brunton, R., Gosper, K., & Dryer, R. (2021). Psychometric evaluation of the pregnancy-related anxiety scale: Acceptance of pregnancy, avoidance, and worry about self subscales. Journal of Affective Disorders, 278, 341–349. https://doi.org/10.1016/j.jad.2020.09.064

Brunton, R. J., Dryer, R., Saliba, A., & Kohlhoff, J. (2019). The initial development of the Pregnancy-related Anxiety Scale. Women and Birth, 32(1), e118–e130. https://doi.org/10.1016/j.wombi.2018.05.004

Christian, L. M., Carroll, J. E., Teti, D. M., & Hall, M. H. (2019). Maternal Sleep in Pregnancy and Postpartum Part I: Mental, Physical, and Interpersonal Consequences. Current Psychiatry Reports, 21(3). https://doi.org/10.1007/s11920-019-0999-y

Davis, E. P., & Narayan, A. J. (2020). Pregnancy as a period of risk, adaptation, and resilience for mothers and infants. Development and Psychopathology, 32(5), 1625–1639. https://doi.org/10.1017/S0954579420001121

Dean, D. C., Planalp, E. M., Wooten, W., Kecskemeti, S. R., Adluru, N., Schmidt, C. K., Frye, C., Birn, R. M., Burghy, C. A., Schmidt, N. L., Styner, M. A., Short, S. J., Kalin, N. H., Goldsmith, H. H., Alexander, A. L., & Davidson, R. J. (2019). Association of prenatal maternal depression and anxiety symptoms with infant white matter microstructure. Obstetrical and Gynecological Survey, 74(3), 138–139. https://doi.org/10.1097/01.ogx.0000554249.59277.9b

Ibrahim, S. M., & Lobel, M. (2020). Conceptualization, measurement, and effects of pregnancy-specific stress: review of research using the original and revised Prenatal Distress Questionnaire. Journal of Behavioral Medicine, 43(1), 16–33. https://doi.org/10.1007/s10865-019-00068-7

Irwin, J. L., Davis, E. P., Hobel, C. J., Coussons-Read, M., & Dunkel Schetter, C. (2020). Maternal prenatal anxiety trajectories and infant developmental outcomes in one-year-old offspring. Infant Behavior and Development, 60. https://doi.org/10.1016/j.infbeh.2020.101468

KKRI. (2022). Buku Kesehatan Ibu dan Anak. In Kementrian kesehatan RI.

Kline, R. B. (2005). Principles and practice of structural equation modeling. Methodology in the Social Sciences, 1–554. https://www.researchgate.net/publication/235932894_Principles_And_Practice_Of_Structural_Equation_Modeling

Kurniawati, W., Chien, W. T., Lantu, N., Santi, N. F., Astuti, Y. L., Faradiena, F., & Kusumaningrum, A. (2025). Validation of the pregnancy-related anxiety scale (PrAS) for pregnant women in Indonesia. BMC Pregnancy and Childbirth, 25(1). https://doi.org/10.1186/s12884-025-08036-7

Lander, J. A., & Brown, H. D. (1995). Teaching by Principles: An Interactive Approach to Language Pedagogy. Language, 71(4), 843. https://doi.org/10.2307/415773

Li, H., Bowen, A., Bowen, R., Muhajarine, N., & Balbuena, L. (2021). Mood instability, depression, and anxiety in pregnancy and adverse neonatal outcomes. BMC Pregnancy and Childbirth, 21(1). https://doi.org/10.1186/s12884-021-04021-y

Marsh, H. W., Ellis, L. A., & Craven, R. G. (2002). How do preschool children feel about themselves? Unraveling measurement and multidimensional self-concept structure. Developmental Psychology, 38(3), 376–393. https://doi.org/10.1037//0012-1649.38.3.376

McNamara, J., Risi, A., Bird, A. L., Townsend, M. L., & Herbert, J. S. (2022). The role of pregnancy acceptability in maternal mental health and bonding during pregnancy. BMC Pregnancy and Childbirth, 22(1). https://doi.org/10.1186/s12884-022-04558-6

Moreau, C., Bonnet, C., Beuzelin, M., & Blondel, B. (2022). Pregnancy planning and acceptance and maternal psychological distress during pregnancy: results from the National Perinatal Survey, France, 2016. BMC Pregnancy and Childbirth, 22(1). https://doi.org/10.1186/s12884-022-04496-3

Noviani A, et al. (2024). Profil Kesehatan Ibu dan Anak. Badan Pusat Statistik, July, 405. https://www.bps.go.id/id/publication/2024/12/31/a919c55a72b74e33d011b0dc/profil-kesehatan-ibu-dan-anak-2024.html%0Ahttps://www.bps.go.id/publication/2022/12/23/54f24c0520b257b3def481be/profil-kesehatan-ibu-dan-anak-2022.html

Ola Ali Nassr, Mohammed Mahmood Mohammed, & Hind abdulkhaliq Showman. (2023). Impact of antenatal depressive and anxiety symptoms on adverse birth outcomes in Baghdad, Iraq: a prospective cohort study. Al Mustansiriyah Journal of Pharmaceutical Sciences, 23(1), 68–80. https://doi.org/10.32947/ajps.v23i1.988

Pfeifer, L. R., & Haile, Z. T. (2021). Unmet Mental Health Care Needs and Illicit Drug Use During Pregnancy. Journal of Addiction Medicine, 15(3), 233–240. https://doi.org/10.1097/ADM.0000000000000752

Qomari, S. N., Setiawati, I., Antina, R. R., & Nikmah, N. (2023). Early Assesment on Common Mental Disorders of Pregnant Women Using Self-Reporting Questionnaire (Srq-20). International Journal of Nursing and Midwifery Science (Ijnms), 7(3), 352–359. https://doi.org/10.29082/ijnms/2023/vol7/iss3/521

Schetter, C. D., Rahal, D., Ponting, C., Julian, M., Ramos, I., Hobel, C. J., & Coussons-Read, M. (2022). Anxiety in Pregnancy and Length of Gestation: Findings From the Healthy Babies Before Birth Study. Health Psychology, 41(12), 894–903. https://doi.org/10.1037/hea0001210

Sheeba, B., Nath, A., Metgud, C. S., Krishna, M., Venkatesh, S., Vindhya, J., & Murthy, G. V. (2019). Prenatal depression and its associated risk factors among pregnant women in Bangalore: A hospital based prevalence study. Frontiers in Public Health, 7(APR). https://doi.org/10.3389/fpubh.2019.00108

Vidhan, D., Rohilla, J., Dhiman, V., & Khoiwal, K. (2025). Associations Between Maternal Anxiety and Depression During Pregnancy and Obstetric Outcomes: A Cross-Sectional Study. Cureus. https://doi.org/10.7759/cureus.86541

Wallace, K., & Araji, S. (2020). An Overview of Maternal Anxiety During Pregnancy and the Post-Partum Period. Journal of Mental Health & Clinical Psychology, 4(4), 47–56. https://doi.org/10.29245/2578-2959/2020/4.1221

WHO. (2016). Monitoring the health goal: Indicators of overall progress. Mointoring Health for the SDGs, 7–13.

Xie, T., Han, L., Wu, J., Dai, J., Fan, X., Liu, J., Liu, Y., & Bai, J. (2022). Psychometric evaluation of the pregnancy-related anxiety questionnaire—revised 2 for Chinese pregnant women. Midwifery, 112. https://doi.org/10.1016/j.midw.2022.103411

Z.B., K., & M., B. (2018). The association between pregnancy-specific anxiety and preterm birth: A cohort study. African Health Sciences, 18(3), 569–575. http://www.embase.com/search/results?subaction=viewrecord&from=export&id=L623614431%0Ahttp://dx.doi.org/10.4314/ahs.v18i3.14

Downloads

Published

2026-01-29

How to Cite

Jannah, N. and Selvarajh, G. (2026) “Late-pregnancy anxiety as a distinct multidimensional construct: Psychometric evidence from a community-based sample”, Science Midwifery, 13(6), pp. 1562–1570. doi: 10.35335/midwifery.v13i6.2230.