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Record W181201195 · doi:10.1037/e350392004-001

Parent Self-Efficacy Mediates the Impact of Family Intervention

2003· dataset· en· W181201195 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePsycEXTRA Dataset · 2003
Typedataset
Languageen
FieldPsychology
TopicChild and Adolescent Psychosocial and Emotional Development
Canadian institutionsnot available
Fundersnot available
KeywordsCompetence (human resources)Self-efficacyPsychologyPsychological interventionDevelopmental psychologyModerationIntervention (counseling)Social psychologyClinical psychology

Abstract

fetched live from OpenAlex

Self-appraisals are thought to play an important role in a number of youth problem behaviors. Self-perceived competence in the parental role may be an important mediator of family interventions. The purpose of the study described was to determine whether parental self-efficacy is causally related to effective child rearing. To do so, the authors analyzed data from several large-sample trials of a family intervention that focused on improving parent and child self-appraisals, among other outcomes. In both trials, parent self-efficacy increased significantly. Both punishment and coercive interactions declined. The role of self-efficacy as a mediator was examined through regression analyses. Baseline self-efficacy was not a significant predictor of changes in child rearing, but the baseline child rearing measure was. Across both trials and all outcome measures, changes in self-efficacy accounted for significant variance in improved child rearing. Thus, the intervention resulted in improved self-efficacy, and such changes explained improved parenting skills. (GCP) Reproductions supplied by EDRS are the best that can be made from the ori inal document. Parent Self-Efficacy Mediates the Impact of Family Intervention David MacPhee & Jan Miller-Heyl Colorado State University U.S. DEPARTMENT OF EDUCATION Office of Educational Research and Improvement EDUCATIONAL RESOURCES INFORMATION CENTER (ERIC) O This document has been reproduced as received from the person or organization originating it. O Minor changes have been made to improve reproduction quality. Points of view or opinions stated in this document do not necessarily represent official OERI position or policy. PERMISSION TO REPRODUCE AND DISSEMINATE THIS MATERIAL HAS BEEN GRANTED BY TO THE EDUCATIONAL RESOURCES INFORMATION CENTER (ERIC) 1 Poster presented at the annual meeting of the American Psychological Association, Toronto, August 2003 MacPhee: Department of Human Development & Family Studies, Colorado State University, Fort Collins, CO 80523. rnacpheecahs.colostate.edu. Miller-Heyl: DARE to be You Program, CSU Cooperative Extension, 136 Aylesworth Hall NW, Colorado State University, Fort Collins, CO 80523. darecort@coop.ext.colostate.edu. This research was supported by grants from the Center for Substance Abuse Prevention. 2 BEST COPY AVAILABLE Self-appraisals are thought to play an important role in a number of youth problem behaviors (Meggert, 1996), although much of this literature is correlational. A recent metaanalysis of 116 intervention studies found that programs focused on modifying self-esteem were more effective in altering problem behaviors or academic skills, as compared to interventions without an emphasis on self-appraisals (Haney & Durlak, 1998). Yet some skeptics assert that such an emphasis is ultimately harmful because it promotes narcissism at the expense of family health (Burr & Christensen, 1992). Some of the confusion about the role of self-appraisals is conceptual: Self-esteem has less to do with selfishness than with affective judgments about one's worth whereas self-efficacy, which is the focus of our study, is a construct grounded in mastery. Self-perceived competence in the parental role may be an important mediator of family interventions: It correlates with concurrent measures of child-rearing practices (MacPhee et al., 1996), regardless of culture, and predicts changes in parenting skill (Spoth et al., 1995). Our purpose was to determine whether parent self-efficacy is causally related to effective child rearing. To do so, we analyzed data from several large-sample trials of a family intervention that focused on improving parent and child self-appraisals, among other outcomes. The initial demonstration project included 363 at-risk families who were recruited into the DARE to be You program (Miller-Heyl et al., 2001), assigned at random to intervention and control groups, and completed follow-up assessments one year later. The replication trial included 258 families who also were assigned at random and completed one-year follow-ups. Attrition was less than 10%. The two trials were implemented at sites differing in population density and ethnicity, and with different staff. The same curriculum was followed, which involved 24 hours of workshops (over 12 weeks) that included many experiential and discussionbased exercises related to self-appraisals, communication, discipline, and decision making. It is

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.073
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.001

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.

Opus teacher head0.043
GPT teacher head0.370
Teacher spread0.327 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it