Evidence map›Paper›PMID 41499191›Full record

ArticleInfant mental health journal2026

Relationship between family environmental factors and infant sleep: Family factors and infant sleep.

Niina Palm, Pirjo Pölkki, Juha Hämäläinen, Anneli Kylliäinen, Outi Saarenpää-Heikkilä, Pertti Töttö, Tiina Paunio, E Juulia Paavonen

Abstract read
In one paragraph

Article in Infant mental health journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Niina PalmDepartment of Social Sciences, University of Eastern Finland, Kuopio, Finland.ORCID https://orcid.org/0009-0001-5994-3797
Pirjo PölkkiDepartment of Social Sciences, University of Eastern Finland, Kuopio, Finland.
Juha HämäläinenDepartment of Social Sciences, University of Eastern Finland, Kuopio, Finland.
Anneli KylliäinenFaculty of Social Sciences/Psychology, Tampere University, Tampere, Finland.
Outi Saarenpää-HeikkiläDepartment of Paediatrics, Tampere University Hospital, Wellbeing Services County of Pirkanmaa, Tampere, Finland.
Pertti TöttöDepartment of Social Sciences, University of Eastern Finland, Kuopio, Finland.
Tiina PaunioDepartment of Psychiatry, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0002-5560-0666
E Juulia PaavonenPediatric Research Center, Child Psychiatry, University of Helsinki and Helsinki University Hospital, Finland and Finnish Institute for Health and Welfare, Helsinki, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the relationship between infant sleep and parenting style, family climate, parenting stress, and soothing methods among Finnish families. Mothers completed questionnaires before birth and when their infants were 3 and 8 months old. Initially, 1667 mothers participated, with follow-up responses from 1421 mothers and 1427 infants at 3 months and 1298 mothers and 1302 infants at 8 months. A cross-sectional data analysis was conducted using linear regression to examine the four sleep-related outcome variables, and parallel multivariable regression models were built using backward stepwise selection. Predictors were selected based on statistical significance in the pre-screening regression analyses. Models controlled for maternal age at birth, infant gender, older siblings, breastfeeding, and maternal education. The findings indicate that higher parenting stress, and active and passive physical soothing styles are associated with more problematic sleep. A higher control showed a weak association with higher sleep problem severity scores, whereas a more active recreationally oriented family climate was weakly associated with shorter sleep onset latency. This study contributes to the current body of research on children's sleeping problems and the family environment, and it would be beneficial for social and healthcare services to take these findings into account.

Indexed as

FamilyMothersParentingSleepSleep Wake DisordersStress, PsychologicalAdultCross-Sectional StudiesFemaleFinlandHumansInfantMaleSurveys and Questionnairesfamily environmentinfant sleepinfant sleeping problemsparenting stressparenting stylesoothing methods

Identifiers

PMID41499191
PMCPMC12778377

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.