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Record W4406971406 · doi:10.54082/jpmii.638

Bonding itu Penting: Program Edukasi Pentingnya Child-Mother Relationship terhadap Perkembangan Kognitif Anak Balita di Kelurahan Cilangkap, Depok, Jawa Barat

2025· article· id· W4406971406 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJurnal Pengabdian Masyarakat Inovasi Indonesia · 2025
Typearticle
Languageid
FieldSocial Sciences
TopicChild Development and Education
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsBiology

Abstract

fetched live from OpenAlex

Mengukir masa depan cemerlang bagi generasi mendatang dimulai dengan memastikan perkembangan optimal anak balita. Namun, anak-anak Indonesia masih menghadapi tantangan kognitif, terlihat dari skor PISA 2022 yang jauh di bawah rata-rata OECD. Selain itu, prevalensi stunting sebesar 21,6% pada tahun 2022 berpotensi menghambat pertumbuhan dan perkembangan anak. Ditambah, ku-rangnya pemahaman ibu tentang hubungan emosional ibu-anak dan stimulasi kognitif juga memen-garuhi kondisi ini. Program "Bonding Itu Penting!" bertujuan untuk meningkatkan pemahaman ibu mengenai pencegahan stunting dan pentingnya hubungan ibu-anak dalam mendukung perkembangan kognitif anak balita. Program ini dilaksanakan melalui dua sesi edukasi pada 29 September dan 6 Ok-tober 2024. Metode yang digunakan meliputi sosialisasi, diskusi interaktif, dan evaluasi pretest serta post-test. Sesi pertama bertema "Cegah Stunting Itu Penting!" memberikan edukasi tentang dampak stunting terhadap perkembangan kognitif. Sesi kedua berfokus pada "Bonding Itu Penting!" dan "Langkah Cerdas untuk Anak Hebat," dengan menekankan pentingnya hubungan emosional ibu-anak serta stimulasi kogni-tif berdasarkan tahapan perkembangan anak. Hasil kegiatan menunjukkan peningkatan signifikan pada pemahaman peserta. Pada sesi pertama, rata-rata skor pretest sebesar 60 meningkat menjadi 86 pada post-test. Sementara itu, pada sesi kedua, skor rata-rata pretest sebesar 52,22 naik menjadi 86,67 pada post-test. Evaluasi ini mencerminkan keberhasilan program dalam meningkatkan pengetahuan ibu terkait pencegahan stunting, penguatan hubungan ibu-anak, dan stimulasi kognitif sesuai tahap perkem-bangannya.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.186
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.004
Science and technology studies0.0050.001
Scholarly communication0.0030.002
Open science0.0020.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.001

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 head0.026
GPT teacher head0.314
Teacher spread0.288 · 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