Evidence map›Paper›PMID 35420323›Full record

ArticleArchives of women's mental health2022

Perceived stress during the prenatal period: assessing measurement invariance of the Perceived Stress Scale (PSS-10) across cultures and birth parity.

Laura Katus, Sarah Foley, Aja L Murray, Bao-Yen Luong-Thanh, Diana Taut, Adriana Baban, Bernadette Madrid, Asvini D Fernando, Siham Sikander, Catherine L Ward and 9 more

Abstract read
In one paragraph

Article in Archives of women's mental health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Article
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  6. Prevalence and risk factors for postpartum depression and stress among mothers of preterm and low birthweight infants admitted to a neonatal intensive care unit in Accra, Ghana.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2025
    Article
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  9. The American journal of drug and alcohol abuse · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Laura KatusCentre for Family Research, University of Cambridge, Free School Lane, Cambridge, CB2 3RQ, UK. lk466@cam.ac.uk.ORCID http://orcid.org/0000-0002-4310-2723
Sarah FoleyCentre for Family Research, University of Cambridge, Free School Lane, Cambridge, CB2 3RQ, UK.
Aja L MurrayDepartment of Psychology, University of Edinburgh, Edinburgh, UK.
Bao-Yen Luong-ThanhFaculty of Public Health, Institute for Community Health Research, Hue University of Medicine and Pharmacy, Hue University, Hue, Vietnam.
Diana TautDepartment of Psychology, Babes-Bolyai University, Cluj-Napoca, Romania.
Adriana BabanDepartment of Psychology, Babes-Bolyai University, Cluj-Napoca, Romania.
Bernadette MadridChild Protection Unit, University of the Philippines, Manila, Philippines.
Asvini D Fernando, Colombo, Sri Lanka.
Siham SikanderGlobal Health Department, Health Services Academy, Islamabad, Pakistan.
Catherine L WardDepartment of Psychology, University of Cape Town, Cape Town, South Africa.
Joseph OsafoDepartment of Psychology, University of Ghana, Accra, Ghana.
Marguerite MarlowDepartment of Global Health, Institute of Life Course Health Research, Stellenbosch University, Cape Town, South Africa.
Stefani Du ToitDepartment of Global Health, Institute of Life Course Health Research, Stellenbosch University, Cape Town, South Africa.
Susan WalkerCaribbean Institute for Health Research, The University of the West Indies, Kingston, Jamaica.
Thang Van VoDepartment of Psychology, Babes-Bolyai University, Cluj-Napoca, Romania.
Pasco FearonCentre for Family Research, University of Cambridge, Free School Lane, Cambridge, CB2 3RQ, UK.
Sara ValdebenitoInstitute of Criminology, University of Cambridge, Cambridge, UK.
Manuel P EisnerInstitute of Criminology, University of Cambridge, Cambridge, UK.
Claire HughesCentre for Family Research, University of Cambridge, Free School Lane, Cambridge, CB2 3RQ, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maternal prenatal stress places a substantial burden on mother's mental health. Expectant mothers in low- and middle-income countries (LMICs) have thus far received less attention than mothers in high-income settings. This is particularly problematic, as a range of triggers, such as exposure to traumatic events (e.g. natural disasters, previous pregnancy losses) and adverse life circumstances (e.g. poverty, community violence), put mothers at increased risk of experiencing prenatal stress. The ten-item Perceived Stress Scale (PSS-10) is a widely recognised index of subjective experience of stress that is increasingly used in LMICs. However, evidence for its measurement equivalence across settings is lacking. This study aims to assess measurement invariance of the PSS-10 across eight LMICs and across birth parity. This research was carried out as part of the Evidence for Better Lives Study (EBLS, vrc.crim.cam.ac.uk/vrcresearch/EBLS). The PSS-10 was administered to N = 1,208 expectant mothers from Ghana, Jamaica, Pakistan, the Philippines, Romania, South Africa, Sri Lanka and Vietnam during the third trimester of pregnancy. Confirmatory factor analysis suggested a good model fit of a two-factor model across all sites, with items on experiences of stress loading onto a negative factor and items on perceived coping onto a positive factor. Configural and metric, but not full or partial scalar invariance, were established across all sites. Configural, metric and full scalar invariance could be established across birth parity. On average, first-time mothers reported less stress than mothers who already had children. Our findings indicate that the PSS-10 holds utility in assessing stress across a broad range of culturally diverse settings; however, caution should be taken when comparing mean stress levels across sites.

Indexed as

MothersParturitionChildFactor Analysis, StatisticalFemaleHumansParityPregnancyPsychometricsStress, PsychologicalLower-middle incomeMeasurement invarianceParityPregnancyStress

Identifiers

PMID35420323
PMCPMC9072510

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.