Validation of the Inventaire du Milieu Familial Questionnaire (French version of the Infant/Toddler HOME) into the Brazilian Portuguese language
Bibliographic record
Abstract
To validate the Brazilian Portuguese version of the Family Environment Assessment questionnaire (Inventaire du Milieu Familial). The validation process was carried out in two stages. First, translation and back-translation were performed, and in the second phase, the questionnaire was applied in 72 families of children between 0 and 24 months for the validation process. The tool consists of the following domains: mother's communication ability; behavior; organization of the physical and temporal environment; collection/quantity of toys; maternal attitude of constant attention toward her baby; diversification of stimuli; baby's behavior. The following was performed for the scale validation: 1 – content analysis (judgment); 2 – construct analysis (factorial analysis – Kaiser-Meyer-Olkin, Bartlett, and Pearson's correlation tests); 3 – criterion analysis (calculation of Cronbach's alpha coefficient, intraclass correlations, and split-half correlations). The mean age of the children was 9 ± 6.7 months, and of these, 35 (48.6%) were males. Most correlations between items and domains were significant. In the factorial analysis of the scale, Kaiser-Meyer-Olkin values were 0.76, Bartlett's test showed a p-value < 0.001, and correlation between items and domains showed a p-value < 0.01. Regarding the validity, Cronbach's alpha was 0.92 (95% CI: 0.89–0.94). The intraclass correlation among the evaluators was 0.97 (0.96–0.98) and split-half correlations, r: 0.60, with p < 0.01. The Portuguese version of the Inventaire du Milieu Familial showed good to excellent performance regarding the assessed psychometric properties. Validar a versão em português do Questionário de Avaliação do Ambiente Familiar (Inventaire du Milieu Familial). O processo de validação foi feito em duas etapas. Primeiramente, realizou-se a tradução e retrotradução e, na segunda fase, o questionário foi aplicado em 72 famílias de crianças entre zero e 24 meses para o processo de validação. O instrumento é formado pelos seguintes domínios: Capacidade de comunicação da mãe; Comportamento; Organização do ambiente físico e temporal; Acervo/quantidade de brinquedos; Implicação da mãe com seu bebê; Diversificação de estímulos; Comportamento do bebê. Para a validação da escala foi realizada: 1- análise de conteúdo (julgamento); 2- análise de construto (análise fatorial - testes Kaiser-Meyer-Olkin, Bartlett e correlação de Pearson); 3- análise de critério (cálculo do coeficiente alfa de cronbach, correlações intraclasse e correlações split-half). A média de idade das crianças foi 9 ± 6,7 meses e, dessas, 35 (48,6%) eram do sexo masculino. A maioria das correlações entre os itens e os domínios foi significativa. Na análise fatorial da escala, os valores de Kaiser-Meyer-Olkin foram 0,76, teste de Bartlett com p < 0,001 e correlação entre os itens e domínios p < 0,01. Em relação à validade, o alfa de Cronbach foi de 0,92 (IC 95% 0,89-0,94). A correlação intraclasse entre os avaliadores foi de 0,97 (0,96-0,98) e correlações split-half r: 0,60 p < 0,01. A versão portuguesa do Inventaire du Milieu Familial apresentou um bom à excelente desempenho nas propriedades psicométricas avaliadas.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".