Quality Of Parent-child Interactions Research Articles

Perceived quality of parent-child interaction in parents of autistic children: relationship with parental education level

IntroductionMost autism research was conducted in Western, Educated, Industrialised, Rich and Democratic (WEIRD) countries. This study is the first to examine factors that were associated with perceived quality of parent-child interaction in non-WEIRD parents of autistic children.MethodsNinety-one Chinese parents of autistic children (82 females, 9 males) completed an online survey which involved two sections. The first section included demographics questions about the parent and the family, including age, gender, educational level, and household income. It also assessed parents’ perceived quality of parent-child interaction and their autistic traits. The second section included demographics questions about their autistic child, including age and gender, and assessed autistic traits and behavioural problems.ResultsParent’s education level was associated with and the only predictor of their perceived quality of parent-child interaction. The higher educational level in parents the higher quality of parent-child interaction was perceived by the parents.DiscussionThese findings underscored the significance of parents’ education level as a unique predictor of perceived parent-child interaction quality among Chinese parents of autistic children, providing implications to corresponding education and social policies in China and other non-WEIRD countries.

Adverse Childhood Experiences in Parental History and how they Relate to Subsequent Observed Parent–Child Interaction: A Systematic Review

Abstract Background Adverse childhood experiences (ACEs) in parental history have been associated with higher self-reported rates of negative parenting behaviors and lower self-reported rates of positive parenting behaviors. Further research is needed to explore the association between parental ACEs and the observed parent–child interaction quality. Parent–child interactions are a potential pathway behind the continuity of ACEs across generations. Objective This review aimed to expand on existing literature by synthesizing evidence on the associations between parental ACEs and parent–child interactions, assessed through videotaped observations, the gold standard for interaction assessment. Methods A systematic literature search conducted in October 2022 in Medline, EMBASE, and PsycInfo identified twenty-four articles. The studies assessed parental childhood adversity and the quality of parent–child interaction across high- and low-risk samples. Results In 79% of studies, higher rates of childhood adversity were related to lower quality of observed parent–child interaction. Childhood abuse and neglect were linked to fewer positive and more negative parenting behaviors. Among household challenges, only witnessing family violence negatively impacted interaction quality. In 58% of studies, ACEs directly influenced interaction, while in 21% this effect was mediated by other factors. This pattern held across different sample types. Conclusions The evidence suggesting a relationship between parental ACEs and lower quality of parent–child interaction is robust, given the reliability and validity of observational measures. Considering the influence of the quality of parent–child interaction on a child’s development, interventions and prevention programs focusing on parent–child interaction should consider screening for parental ACEs.

Which Variables Better Predict Phonemic Awareness of First Grade Primary School Students?

The purpose of the research was to discover which variables better predict phonemic awareness. Socioeconomic status (SES), quality of parent-child interaction (PCI), screen time (DST), visual-spatial ability (VSA), and mathematical reasoning (MR) were included as independent variables in the model, while phonemic awareness (PA) was the dependent (outcome) variable. The research was designed as correlational research. A total of 556 first grade primary school students were recruited into the research sample upon approval by their parents. In the analytic procedures, supervised machine learning was adopted and data were analyzed through classification and regression trees (CART) by using rprart, rpart.plot, tidyverse, dplyr, ggplot2, and corrplot packages in R. Results of data analysis indicate that MR, PCI, and VSA can predict PA, while SES and DST are not predictors. Findings of the research were discussed along with intelligence theories and practical implications were noted for teachers and researchers.

Parent emotional support alters the association between parent-child interbrain synchrony and interaction quality.

Using functional near-infrared spectroscopy (fNIRS) hyperscanning methodology, this study investigated whether parent emotional support moderated the relation between parent-child interbrain synchrony and interaction quality (via behavioral observation and child-report), controlling for individual emotional distress. Eighty-eight parent-child dyads (96.6% Han ethnicity), including a school-age child between the ages of 6 and 11 (Mage = 8.07 years, SD = 1.16 years; 58.0% boys) and their parent (Mage = 39.03 years, SD = 3.54 years; 69.3% mothers), participated in a cooperative task during which brain activity was assessed. Cluster-based permutations indicated parent-child interbrain synchrony in the left and right temporoparietal junction (TPJ). Interbrain synchrony in the left TPJ positively related to parent-child interaction quality in the context of high parent emotional support, whereas the association was weaker and negative when parents demonstrated low emotional support. Findings suggest the emotional context of an interaction is critical when assessing interbrain synchrony.

Home Literacy Environment of Young Children in Xinjiang, China

This study used qualitative descriptive research methods in order to explore the home literacy environment (HLE) of young children within the Chinese sociocultural context, aiming to identify its key components. Thirty parents of children aged 3 to 6 residing in the capital city of Xinjiang, China, were purposefully sampled for this study. In-depth interviews were conducted to explore several key areas: the home physical literacy environment, parental beliefs and practices regarding literacy learning, specific parent-child literacy activities and interactions, and parental literacy habits. The results revealed that Chinese parents predominantly perceive literacy as the acquisition of reading and writing skills. They frequently engaged in informal activities that supported emergent literacy, often without fully recognising the benefits of these practices. Parents claimed a relatively rich resources that promoted language and literacy learning, and the quality of parent-child interactions was closely linked to family SES and adult’s responsiveness. Technology plays a significant role in the Home Literacy Environment (HLE), but its optimal use for promoting literacy is still not well understood, highlighting the need to incorporate digital aspects of HLE into future research. The study also uncovered distinctive family structures in China, where extended family members and neighbourhood peers contribute to children's HLE. Additionally, parents often grapple with academic pressures and a lack of knowledge about child development, which leads them to reinforce school practices while simultaneously questioning traditional methods. This study advocates for a broader framework of HLE in future research, particularly focusing on children under 6 years old.

The reliability and validity of the Coder Impressions Questionnaire-Kindergarten for parenting and child behaviors.

Reliable and valid assessment of parenting and child behaviors is critical for clinicians and researchers alike, and observational measures of parenting behaviors are often considered the gold standard for assessing parenting and parent-child interaction quality. The present study sought to evaluate the reliability and validity of the Coder Impressions Questionnaire-Kindergarten (COIMP-K) measure. The present study was a secondary analysis of 274 parents and their children participating in a randomized control trial testing a brief parenting intervention for parents of children entering kindergarten. Families participated in baseline and follow-up assessments and videotaped observational tasks. Graduate and undergraduate coders completed the COIMP-K after achieving reliability. The aims of the present study were to assess COIMP-K's (a) internal consistency using intercorrelations among COIMP-K subscales, (b) construct validity, (c) convergent validity by comparing the COIMP-K subscales to parents' self-report of similar behaviors, (d) discriminant validity by comparing subscales to a parent-teacher communication measure as it is unrelated to parenting or child behaviors, and (e) congruence across time. The authors hypothesized that the COIMP-K would demonstrate adequate internal consistency (Cortina, 1993), adequate construct, convergent, and discriminant validity and find congruence of the measure across time. The results demonstrated that the factors had adequate internal consistency, construct, convergent, and discriminant validity, as well as longitudinal replicability and congruence over time. The study demonstrates that the COIMP-K is a reliable and valid tool for assessing observed family behaviors. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Perinatal Predictors and Mediators of Attachment Patterns in Preschool Children: Exploration of Children's Contributions in Interactions with Mothers.

Insecure and disorganized attachment patterns in children are linked to poor health outcomes over the lifespan. Attachment patterns may be predicted by variables that influence the quality of children's interactions with their primary caregivers/parents (usually mothers) such as prenatal and postnatal exposures and the children's own behaviours in interactions. The purposes of this exploratory study were to examine: (1) prenatal predictors of children's attachment patterns, and (2) postnatal mediators and moderators of associations between prenatal predictors and children's attachment patterns, with adjustment for relevant covariates. Mother-child dyads (n = 214) from the longitudinal Alberta Pregnancy Outcomes and Nutrition (APrON) cohort were studied using valid and reliable measures. Hayes' mediation analysis was employed to determine direct and indirect effects. Mothers' prenatal cortisol levels directly predicted disorganized (versus organized) child attachment in unadjusted models. Children's passivity (in adjusted models) and compulsivity (in unadjusted and adjusted models) in parent-child interactions mediated the pathway between mothers' prenatal cortisol levels and children's disorganized attachment patterns. Serial mediation analyses revealed that mothers' cortisol levels predicted their children's cortisol levels, which predicted children's compulsivity, and, ultimately, disorganized attachment in both unadjusted and adjusted models. No predictors were correlated with children's insecure (versus secure) attachment. This exploratory research suggests that prenatal exposure to mothers' cortisol levels and children's behavioural contributions to parent-child interaction quality should be considered in the genesis of children's attachment patterns, especially disorganization. Interventions focused on parent-child interactions could also focus on addressing children's behavioral contributions.

Daily smartphone use predicts parent depressive symptoms, but parents' perceptions of responsiveness to their child moderate this effect.

Smartphone use during caregiving has become increasingly common, especially around infants and very young children, and this use around young children has been linked with lower quality and quantity of parent-child interaction, with potential implications for child behavior, and parent-child attachment. To understand drivers and consequences of parent phone use, we were interested in the daily associations between parent phone use and depressed mood, as well as the potential for parent perceptions of their responsiveness toward their infant to alter the association between parent phone use and mood. In the present study, we explored associations between day-to-day changes in parent smartphone use (objectively-measured via passive sensing) around their infant, depressed mood, and parent perceptions of their responsiveness to their infants among a sample of 264 parents across eight days. We utilized multilevel modeling to examine these within-person daily associations. Objectively-measured parent smartphone use during time around their infant was significantly associated with depressed mood on a daily basis. Interestingly, this was not true on days when parents perceived themselves to be more responsive to their infant. These results suggest that parent judgements and perceptions of their parenting behavior may impact the potential link between parent phone use and parent mood. This is the first study utilizing intensive daily data to examine how parent perceptions may alter the felt effects of phone use on their parenting. Future work examining potential impacts of smartphone use on parenting should consider the effects of both actual use and perceptions about that use.

LAYAR KECIL, MASALAH BESAR: ANALISIS PENGGUNAAN SMARTPHONE DAN PENGARUHNYA TERHADAP KETERLAMBATAN BERBICARA ANAK

This research aims to analyze the relationship between smartphone use and speech delay in children. Over the past decade, the penetration of smartphones has increased significantly, resulting in early and intensive screen exposure among children. This study employs a quantitative method with structured surveys and direct observation of 10 children aged 4-5 years from diverse socioeconomic backgrounds. Data was collected regarding the daily duration of smartphone use, the type of content accessed, and parent-child interactions while using the device. Preliminary results indicate a significant negative correlation between the duration of smartphone use and the development of speech abilities. Children who spend more time with smartphones tend to show delays in reaching language development milestones compared to those with less exposure. Furthermore, this study identifies that the quality of parent-child interaction during smartphone use, such as joint discussions and verbal interactions, can mitigate and minimize the negative impact of smartphone usage. This research provides vital insights into the impact of digital technology on child development and offers recommendations for parents and early childhood education practitioners. Keywords: smartphone use, speech delay, child development, digital technology, parent-child interaction.

The science-specific home learning environment of elementary school children – how are science experiences and science talk associated with the children’s science achievement?

ABSTRACT Background The home learning environment (HLE) is central to children’s development. Activities in the HLE are assumed to mediate the effects of distal factors such as family socio-economic status (SES) and parental beliefs and attitudes on children’s development. However, little is known about the science-specific HLE and the relationship between different parent-child science activities and elementary school children’s science learning. Purpose This study aims to investigate a) how different science activities in the HLE relate to children’s science achievement and b) how they mediate the associations of family SES and parents’ beliefs and attitudes on children’s science achievement. Sample Data from the German subsample of the Trends in Mathematics and Science Study (TIMSS) 2019 was analyzed, including 3,437 4th-grade children (Mage = 10.39 years, 50% boys). Design and methods The study has a cross-sectional design. We used structure equation modeling (SEM) to examine associations and test for indirect effects. Results We identified two different patterns of science activities in the HLE: science experiences (e.g. reading science books, experimenting) and science talk. SEM revealed that science talk was associated with children’s science achievement, whereas science experiences were not. Further, science talk mediated associations of family SES and parental beliefs and attitudes on the children’s science achievement. Conclusions Our results might indicate that discursive elements in science activities, such as parent-child science talk, are crucial for children’s science learning, whereas a mere provision of science experiences may not adequately foster the children. We suggest that future research should focus on analyzing the quality of parent-child interactions in different science activities to understand possible learning processes in these activities better. Overall, although effect sizes were small, our results emphasize the crucial role of the HLE for elementary school children’s science learning.

The Impact of Parental Autonomy Support on Family Adaptation in the Context of "Double Reduction": The Mediating Role of Parent-Child Communication and Cohesion.

The implementation of the "Double Reduction" policy indicates a significant change in the way households operate, such as through parental education conception and parenting form, in which family adaptation needs particular attention. Parental autonomy support has been evidenced to be related to family adaptation in prior studies. However, the mechanism underlying the relationship between parental autonomy support and family adaptation in the context of "Double Reduction" are not clear enough but remain fascinating. This study aims to explore the process through which parental autonomy support affects the whole family's adaptation in the context of "Double Reduction" from the perspectives of parent-child behavior and emotions (i.e., parent-child communication and parent-child cohesion). A cross-sectional design based on the questionnaire method was used to collect the characteristics of 4239 adolescent parents (1493 fathers and 3427 mothers; Mage = 43.20, SDage = 22.39) one year after the implementation of the "Double Reduction" policy. In addition, this study also used the retrospective method to obtain the characteristics of parental autonomy support before the "Double Reduction" policy. In the context of "Double Reduction", the research results found that parental autonomy support can predict family adaptation; parental autonomy support can also influence the whole family's adaptation through the quality of parent-child interaction. This study reveals the impact mechanism of parental autonomy support on family adaptation under the background of "Double Reduction" in China and provides insights on how to improve the adaptation of the entire family from the perspective of parent-child interaction.

ADHD Symptoms in Middle Childhood: The Role of Child Attachment and Maternal Emotional Availability in an Inpatient Clinical Sample.

Child ADHD symptoms are highly prevalent in middle childhood, alongside impairment in social functioning. The parent-child relationship has been shown to play an important role; however, studies investigating specific facets of the parent-child relationship in ADHD symptomatology in middle childhood have been neglected. We assumed that higher ADHD symptoms were associated with both (1) lower maternal emotional availability (EA) and (2) lower child attachment security. Moreover, (3) we aimed to explore which specific EA dimensions were associated with ADHD symptoms. In a socio-pediatric clinic in Germany, 71 inpatient mother-child dyads (child age: M = 7.70, SD = 1.06; n = 54 boys) were assessed. Clinical data about child ADHD symptoms (Child Behavior Checklist 6-18 subscale "attention deficit/hyperactivity problems"), maternal EA (free play), and child attachment representation (Attachment Story Completion Task, GEV-B) were analyzed cross-sectionally. Controlling for child oppositional behavior and sex, child ADHD symptoms were associated with overall maternal EA, and more specifically non-hostility, but not with child attachment representation. Our results imply that the role of parent-child interaction quality should be considered in the treatment of ADHD. Bidirectional effects cannot be ruled out.

Mind-mindedness in mothers of infants with excessive crying/sleeping/eating disorders

IntroductionExcessive crying, sleeping, and eating disorders are among the most prevalent mental health diagnoses in the first 3 years of life and involve significant health service use. Parents of infants with excessive crying/sleeping/eating disorders report high levels of stress, since they feel incapable of soothing and/or nurturing their baby. Infants' distress can lead to a breakdown in parents' mentalizing abilities and, more specifically, parental mind-mindedness in the parent-child interaction. Moreover, the signals of infants with excessive crying/sleeping/eating disorders tend to be equivocal and difficult to read. This also might contribute to lower parent-child interaction quality. Until now, parental mind-mindedness, which is regarded as a prerequisite for sensitivity, has not been investigated in mothers of infants with excessive crying/sleeping/eating disorders. We investigated whether mind-mindedness in mothers of infants with excessive crying, sleeping and/or eating disorders differed from a healthy control group. We supposed that mothers of infants with excessive crying/sleeping/eating disorders would use (1) less appropriate mind-related comments (AMRCs), and (2) more non-attuned mind-related comments (NAMRCs) than mothers in the control group.MethodsOur sample consisted of 44 mothers and their infants who were patients in a socio-paediatric clinic in Germany. The children were diagnosed with excessive crying, sleeping and/or eating disorders according to DC:0-5 (= clinical group). The control group was composed of 64 healthy children and their mothers. Maternal mind-mindedness was coded during a free-play interaction.ResultsResults showed that mothers of infants with excessive crying, sleeping and/or eating disorders used both more AMRCs (p = .029) as well as more NAMRCs (p = .006) than mothers in the control group.DiscussionThe findings are discussed in terms of implications for interventions (e.g., enhancing mind-mindedness trough video-feedback).

Environmental mediating mechanisms in the associations between parental depressive symptoms and preschoolers internalizing problems: results from a cross-sectional study

ABSTRACT Children with a parent who suffers from depression are more likely to develop internalizing problems themselves. Moreover, poverty is an additional risk factor for child internalizing problems. According to models of intergenerational transmission of depression, various environmental mechanisms may account for this transmission. However, very few studies have included multiple mediators, as well as both parents in low-income samples. In this study of low-income families, we measured parental depressive symptoms, child internalizing problems, and examined three potential mediators: parent-child interaction quality, spouse’s depressive symptoms, and coparenting conflict. Results indicated that the transmission of paternal depressive symptoms to child internalizing problems was entirely accounted for by these three mediators. The transmission of maternal depressive symptoms to child internalizing problems was mediated partially by coparenting conflict, but this link remained largely direct. These results underscore the need to consider both parents and coparenting conflict in clinical interventions targeting internalizing problems among preschoolers.

Assessing parent-child interaction with deaf and hard of hearing infants aged 0-3 years: An international multi-professional e-Delphi.

Most deaf babies are born to hearing families who do not yet have the skills to communicate effectively with their child. Adaptations to communication are important because the quality of parent-child interaction (PCI) predicts how a deaf child develops language. Teachers of Deaf children and Speech and Language Therapists support families with communication in the home. Currently, there are no assessments that appraise how a parent interacts with their deaf baby. Previous research has identified which parent behaviours and approaches are used in PCI assessments in research and practice. The current paper forms consensus on the core content and best practices of a new PCI tool for deaf children aged 0-3 years. An international sample of expert academics and practitioners (n = 83) were recruited to take part in a two-round modified electronic Delphi study. Participants were presented with 69 statements focusing on (i) which parent behaviours were important in assessment (ii) the methods to be used in PCI assessment. Participants rated the extent to which they agreed or disagreed with each statement on a five-point Likert scale and gave comments to support their response. Consensus was defined as >80% of participants rating the statement as a (4) 'highly important' or a (5) 'essential'. If consensus was not reached, participant comments were used to generate new statements which were rated in the second round. This project involved a patient and public involvement (PPI) group of hearing and deaf parents and professionals to design and guide the study. Consensus was achieved on 52 statements and ranged from 80-99%. A further six statements were additionally included. Within the 58 statements included, 36 were parent behaviours which centred on the parent's observation of, and response to, their child's behaviour and/or language. The remaining 22 statements focused on methods used in the assessment such as parents having their PCI filmed, parents having the opportunity to review the video and assess themselves alongside a professional, and parents being involved in subsequent goal setting. This e-Delphi presented the parent behaviours and methods of assessment to be included in a new PCI tool for deaf children. Future co-production work and acceptability and feasibility testing are discussed.

Parental Reflective Functioning on the Parent Development Interview: A narrative review of measurement, association, and future directions.

A caregiver's capacity to mentalize is thought to be one of the most important features of secure parent-child relationships. Parental mentalizing can be measured using the Reflective Functioning (RF) coding system applied to the Parent Development Interview (PDI). In this narrative review, we summarize the research using this measure and synthesize what has been learnt about the predictors, correlates and sequelae of parental RF. Studies have consistently shown that PRF on the PDI is associated with both parent and child attachment and is an important factor in the intergenerational transmission of attachment. It is also related to the quality of parental representations, parent-child interactions, and child outcomes. While a number of social and clinical risk factors are associated with lower PRF, it is difficult to disentangle the unique contribution of each of these. We discuss these findings and present the direction of future work that is planned to expand and refine the PRF scale for the PDI.

Adoptive Parent-Child Interaction Quality During the COVID-19 Pandemic in Brazil

ABSTRACT This study presents findings derived from an investigation into parent-child interactions among Brazilian adoptive families conducted through online recording and analysis. Participating parents enrolled in an online Parental Training Program titled Adoption: Beginning of New Bonds, which emphasized parental reflective function. Data collection spanned from March to November 2021, coinciding with the isolation measures imposed by the COVID-19 pandemic in Brazil. The study aimed to delineate interaction patterns within the sampled group and assess whether any alterations occurred in these patterns pre- and post-program participation. The sample consisted of 23 adoptive parents who had adopted a child under the age of five from the public child welfare system. Video recordings of parent-child free play sessions were collected online both before and after program participation. Results indicated a significant difference in the proportion of parents demonstrating sensitivity toward their child, accompanied by a noticeable trend toward enhanced quality in child interaction with their caregivers. Furthermore, this study offers valuable insights for refining observational instruments within the context of adoption.

Association between the use of mobile touchscreen devices and the quality of parent-child interaction in preschoolers

The early use of mobile touchscreen devices (MTSDs), including smartphones and tablets, may reduce the frequency and quality of social interactions between children and parents, which could impact their relationship and have negative consequences on children's socio-cognitive development. In this study, we applied a parental questionnaire and a behavioral observational method in a laboratory setting (free and structured play sessions) to examine the association between preschool MTSD use and the quantity and quality of parent–child relationships. Our findings revealed that preschoolers who regularly use MTSDs (n = 47, aged 4–7 years, engaging in MTSD use for at least 2 h per week) are spending less time with their parents and exhibited lower quality interactions compared to non-users (n = 25). However, shared offline leisure time with parents serves as a protective factor among MTSD-users. Furthermore, our study demonstrated a positive association between parents' and children's media use. The results suggest that preschool MTSD use may have unfavorable effects on parent–child interactions, both in terms of quantity and quality. Alternatively, lower quantity and quality of parent–child interaction may lead to higher MTSD use in the child. Based on the results, the importance of engaging in sufficient offline family interactions besides digital media use should be emphasized to parents of preschoolers, and health organizations and governments should include this in their recommendations and policies concerning childhood digital media use.

Direct and indirect effects of mother's spatial ability on child's spatial ability: What role does the home environment play?

Individual differences in spatial thinking are predictive of children's math and science achievement and later entry into Science, Technology, Engineering, and Mathematics (STEM) disciplines. Little is known about whether parent characteristics predict individual differences in children's spatial thinking. This study aims to understand whether, and to what extent, mother's intrinsic (i.e., mental rotation) and extrinsic (i.e., spatial scaling) spatial ability directly and indirectly, via the variation in home spatial environment, predicts children's intrinsic and extrinsic spatial ability. A total of 165 mothers and their 4-6-year-old children were recruited to participate in a remote video session with an experimenter. Mothers were administered a forced-choice Intrinsic Spatial Toy Preference Task gauging their preference for highly spatial versus less spatial toys and asked questions with the Home Intrinsic Spatial Environmental Questionnaire about the frequency with which they engage their child in spatial activities at home. Mothers completed a Mental Rotations Test and a Spatial Scaling Task adapted for adults. Children were administered the Picture Rotation Task, the Spatial Scaling Task, and the Peabody Picture Vocabulary Test. Structural equation modeling was used to examine direct and indirect, via home spatial environment and toy choices, influences of mother spatial ability on child spatial ability. Contrary to our predictions, we did not find direct, nor indirect, relations between mother and child spatial ability. These findings suggest that researchers should consider alternative conceptualizations of the early home spatial environment beyond the frequency of spatial play in the home. RESEARCH HIGHLIGHTS: The identification of factors that predict individual differences in children's spatial ability is important in order to maximize STEM learning outcomes. Data collection was conducted remotely rather than in traditional preschool or laboratory settings. Contrary to our pre-registered hypotheses, no significant relations between mother spatial ability, the early home spatial environment, and children's development of spatial skills were found. Future research should consider examining the amount of spatial language used in the home or the quality of parent-child interactions during spatial play as potential explanations for individual differences in children's spatial ability.

Quantifying the Quality of Parent-Child Interaction Through Machine-Learning Based Audio and Video Analysis: Towards a Vision of AI-assisted Coaching Support for Social Workers

Attachment is the emotional bonding between a child and a caregiver. Whether or not there is a secure attachment in early childhood has a profound life-long impact on the child. In recent years, attachment-based interventions have been developed and implemented, especially with families from low socioeconomic backgrounds. One important aspect of the program is to assess the quality of parent-child interactions through audio/video recorded at home while parent-child dyads were engaged in semi-structured interaction tasks, such as “three-bag-assessment.” The current practice relies on human coders to rate the videos, which is a time-consuming process. Using a dataset of 220 video recordings of parent-child dyads collected at home as part of an attachment-based intervention program, we prototype a machine learning approach based on human body keypoints extracted from the posture analysis tool OpenPose and voice activity features derived from audio recordings. The results show that there are potential values in using machine learning to improve the coding efficiency of parent-child interactions. When further developed and improved, this kind of model may contribute to a new vision of AI-assisted parenting coaching support to make evidence-based interventions accessible and affordable at a large scale to children and families.