Effects of a short video feedback intervention on enhancing maternal sensitivity and infant development in low-income families

Alvarenga, Patrícia; Cerezo, M. Angeles; Wiese, Elizabeth; Piccinini, César Augusto

doi:10.1080/14616734.2019.1602660

Cited by 34 publications

(28 citation statements)

References 40 publications

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“…There is a risk of child abuse when fathers repeatedly set unrealistic expectations and experience frustrations with their children due to insufficient knowledge about their children's development [ 20 ]. Conversely, if a father has sufficient knowledge about child development and a deep understanding of the child, this can be a key protection factor against child abuse or neglect [ 21 , 22 ].…”

Section: Discussionmentioning

confidence: 99%

Effects of a hybrid online and offline program for facilitating father-infant interactions in South Korea: a quasi-experimental study

Park¹,

Bang²

2022

Child Health Nurs Res

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Purpose: This study examined the effects of an educational program for fathers on improving father-infant interactions, child-rearing knowledge, and attachment.Methods: In this quasi-experimental study, the participants were recruited by convenience sampling among fathers with infants (2-6 months of age) residing in three districts of Seoul. Fifteen participants in the experimental group and 17 participants in the control group completed the follow-up investigation. A 5-week online and offline intervention program with five sessions was provided to the experimental group. The data were analyzed using generalized estimating equations (GEEs).Results: There was a significant difference in the change in father-infant interaction scores of the experimental group, especially in the caregiver aspect with a significance level of .100 in time and group-to-group interactions (B=6.46, p=.051, 95% confidence interval [CI]=-0.02-12.94). The changes between the groups and times were not statistically significant when it came to infant development knowledge and father-infant attachment.Conclusion: We conclude that hybrid online and offline education should be implemented as an effective method to improve fathers’ interactions with their children based on accurate knowledge about infant development.

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Section: Discussionmentioning

confidence: 99%

Effects of a hybrid online and offline program for facilitating father-infant interactions in South Korea: a quasi-experimental study

Park¹,

Bang²

2022

Child Health Nurs Res

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“…The left and right matrices represent user and item implied factor matrices, respectively, and the middle matrix is a singular value matrix and is a diagonal matrix. Each element satisfies each element's nonnegativity and decreases gradually [ 9 ]. We can call this mathematical matrix decomposition method as Pure SVD, which has an essential requirement for the original matrix—the original matrix is dense, i.e., there are no nonempty elements in the original matrix, and at the same time, the time complexity of Pure SVD is O ( n 3 ), which is not suitable for large data operations.…”

Section: Related Workmentioning

confidence: 99%

Implementation of Short Video Click-Through Rate Estimation Model Based on Cross-Media Collaborative Filtering Neural Network

Feng

Zhao

2022

Computational Intelligence and Neuroscience

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In this paper, we analyze the construction of cross-media collaborative filtering neural network model to design an in-depth model for fast video click-through rate projection based on cross-media collaborative filtering neural network. In this paper, by directly extracting the image features, behavioral features, and audio features of short videos as video feature representation, more video information is considered than other models. The experimental results show that the model incorporating multimodal elements improves AUC performance metrics compared to those without multimodal features. In this paper, we take advantage of recurrent neural networks in processing sequence information and incorporate them into the deep-width model to make up for the lack of capability of the original deep-width model in learning the dependencies between user sequence data and propose a deep-width model based on attention mechanism to model users’ historical behaviors and explore the influence of different historical behaviors of users on current behaviors using the attention mechanism. Data augmentation techniques are used to deal with cases where the length of user behavior sequences is too short. This paper uses the input layer and top connection when introducing historical behavior sequences. The models commonly used in recent years are selected for comparison, and the experimental results show that the proposed model improves in AUC, accuracy, and log loss metrics.

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“…A intervenção por meio do videofeedback promoveu a parentalidade com sensibilidade e a disciplina positiva estabelecendo limites (Juffer et al, 2017), mesmo em intervenção de curto prazo de seis sessões (Juffer et al, 2018). Além disso, essa estratégia de videofeedback pode ser utilizada para regulação emocional dos pais e fortalecimento das interações familiares (Crugnola et al, 2018;Lunkenheimer et al, 2007) e aumento da sensibilidade materna e menor intrusividade (Alvarenga et al, 2020). As mães, ao observarem seus próprios comportamentos interativos nos vídeos, ganham autoconfiança, que, por sua vez, impacta no comportamento parental de "estar no caminho certo" (Roggman et al, 2008).…”

Section: /12unclassified

Iniciativas inovadoras e Primeira Infância: o desenvolvimento de programas

Linhares¹

2022

Rev. Bras. Aval.

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Effects of a short video feedback intervention on enhancing maternal sensitivity and infant development in low-income families

Cited by 34 publications

References 40 publications

Effects of a hybrid online and offline program for facilitating father-infant interactions in South Korea: a quasi-experimental study

Effects of a hybrid online and offline program for facilitating father-infant interactions in South Korea: a quasi-experimental study

Implementation of Short Video Click-Through Rate Estimation Model Based on Cross-Media Collaborative Filtering Neural Network

Iniciativas inovadoras e Primeira Infância: o desenvolvimento de programas

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