Evidence map›Paper›PMID 42204617›Full record

ArticleBMC psychology2026

Understanding parental bonding in the first two years after birth: exploring family predictors using growth mixture modeling.

Stefanie Unger, Victoria Weise, Judith T Mack, Ariane Göbel, Andreas Staudt, Susan Garthus-Niegel

Abstract read
In one paragraph

Article in BMC psychology, 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

6 authors.

Stefanie UngerInstitute and Policlinic of Occupational and Social Medicine, Faculty of Medicine, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany. Stefanie.unger@ukdd.de.
Victoria WeiseInstitute and Policlinic of Occupational and Social Medicine, Faculty of Medicine, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.
Judith T MackInstitute and Policlinic of Occupational and Social Medicine, Faculty of Medicine, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.
Ariane GöbelInstitute for Systems Medicine, Faculty of Medicine, Medical School Hamburg, Hamburg, Germany.
Andreas StaudtInstitute and Policlinic of Occupational and Social Medicine, Faculty of Medicine, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.
Susan Garthus-NiegelInstitute and Policlinic of Occupational and Social Medicine, Faculty of Medicine, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundParental bonding towards the child holds substantial importance in child development and the mental well-being of parents and children alike. Therefore, it is crucial to gain insights into the diverse trajectories that bonding difficulties may follow during the postpartum period. This study addresses a research gap by exploring the trajectories of both maternal and paternal bonding difficulties with the inclusion of various potential predictor variables of trajectory class membership in a large community-based sample.

methodsThis study utilized data from the longitudinal cohort study DREAM to investigate the trajectories of maternal (n = 1,761) and paternal (n = 1,128) bonding difficulties at eight weeks, 14 months, and two years postpartum. To identify distinct trajectories of bonding difficulties, Growth Mixture Modeling was employed. Additionally, several potential predictors of trajectory class membership were examined through multinomial logistic regression, including parental mental health factors, subjective birth experience, difficult child temperament, interpersonal factors, and sociodemographic characteristics.

resultsThree distinct bonding difficulty trajectory classes emerged in both maternal and paternal samples: "low-steady" (persistently low difficulties), "recovering" (initially high but decreasing difficulties), and "aggravating" (clinically significant and increasing difficulties). Parents in the "recovering" and "aggravating" classes not only encountered clinically significant bonding difficulties at some point during the study period, but also experienced fluctuating bonding difficulties over time. Multinomial logistic regression analysis also revealed various predictors of trajectory class membership. For mothers, significant predictors included anger/hostility symptoms, subjective birth experience, and difficult child temperament. For fathers, predictors included subjective birth experience, difficult child temperament, first-time parenthood, and age.

conclusionThis study challenges the notion of bonding as a stable phenomenon through the identification of non-steady trajectories, acknowledging the importance of recognizing that clinical bonding difficulties tend to manifest in non-steady courses over time. Recognizing these diverse trajectories of bonding difficulties and their predictors offers valuable insights for the development of more effective interventions and support systems to promote healthy parent-child bonding.

Indexed as

Object AttachmentParent-Child RelationsParentsPostpartum PeriodAdultFathersFemaleHumansInfantLongitudinal StudiesMaleBirth experienceBondingChild temperamentDepressionDREAM studyFamilyGrowth mixture modelParental mental healthRelationship satisfaction

Identifiers

PMID42204617
PMCPMC13214287

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LicenceCC BY
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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.