ANALISIS PENGARUH UPAH MINIMUM KABUPATEN/KOTA TERHADAP HARGA PROPERTI RESIDENSIAL TIPE KECIL
Bibliographic record
Abstract
Penelitian ini bertujuan untuk mengidentifikasi pengaruh perubahan Upah Minimum Kabupaten/Kota (UMK) terhadap harga properti residensial tipe kecil secara empiris. Studi ini dilatarbelakangi oleh kekhawatiran bahwa peningkatan daya beli akibat kenaikan UMK dapat mendorong kenaikan harga properti, khususnya untuk rumah tipe kecil yang menjadi sasaran kelompok berpenghasilan rendah. Penelitian ini menggunakan model fixed-effect dengan data panel dari 16 kota besar di Indonesia selama periode 2016–2022, serta sejumlah variabel kontrol seperti PDRB konstruksi, PDRB ADHK, tingkat pengangguran, dan realisasi FLPP. Hasil estimasi menunjukkan bahwa kenaikan UMK tidak berpengaruh signifikan terhadap harga properti residensial tipe kecil. Temuan ini memiliki implikasi penting terhadap kebijakan perumahan dan pengupahan, bahwa peningkatan UMK tidak serta-merta memicu lonjakan harga properti. Studi ini memperkuat literatur mengenai hubungan antara kebijakan ekonomi makro dan dinamika harga properti di Indonesia.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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.
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".