Origins and development of maternal self-efficacy in emotion-related parenting during the transition to parenthood: Toward an integrative process framework beyond Bandura’s model.
Bibliographic record
Abstract
For new mothers, coping with infant distress is challenging. Mothers' self-efficacy in emotion-related parenting plays critical roles in shaping their adaptation and children's development. Research on antecedents of maternal parenting self-efficacy has been predominantly based on the global self-efficacy theory outlined by Bandura in the 1970s. Despite the utility of Bandura's theory, subsequent research on emotion-related parenting has highlighted avenues for extending and adapting his model to more adequately elucidate the cognitive, affective, and behavioral processes underlying the development of maternal emotion-related parenting self-efficacy. In view of the basic and applied value of a clearer account of how new mothers' emotion-related parenting self-efficacy emerges and evolves, the increasing amount of research on this topic, and the absence of syntheses of extant studies, we reviewed relevant literature. First, constructs and propositions in prevailing theoretical perspectives are examined for their utility to elucidate the development of new mothers' emotion-related parenting self-efficacy, particularly the implicated cognitive, affective, and behavioral mechanisms and how they work together. Second, a framework is outlined that integrates strengths of various theories to delineate processes underlying the emergence and evolution of new mothers' emotion-related parenting self-efficacy. Third, findings across disparate studies are summarized to provide a foundation for the offered framework. To better inform future research, we demonstrated how to build testable mid-range models with substantive constructs and hypotheses from the proposed framework through deductive theorizing process. We also evaluated the utility of the proposed model for studying new fathers. Last, implications for future research and practice are discussed. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".