📊 Evaluasi dan Retensi Mahasiswa
Analisis Data dan Retensi Mahasiswa Program Studi Teknik Sipil | Periode 2021-2025
📊 Indikator Kinerja Utama (Dashboard Eksekutif)
🚀 Pertumbuhan Animo
-64%
📉 Turun Signifikan
👥 Mahasiswa Aktif
829
-31%
🎓 Tingkat Wisuda
17.6%
📈 Naik Signifikan
🎯 Efekt. Penerimaan
85.6%
📈 Naik Signifikan
🔄 Retention Rate
82.1%
📉 Turun Signifikan
🏆 Output Wisuda
146
139%
🔗 Analisis Korelasi Variabel Kunci
📈 Insight: Pola Hubungan Antar Variabel
| Variabel | Animo | Daya Tampung | Hasil | Mhs Baru | Mhs Aktif | Wisuda | Efektivitas | Tingkat Wisuda | Retention Rate |
|---|---|---|---|---|---|---|---|---|---|
| Animo | 1 | -0.88 | 0.47 | 0.71 | 0.59 | -0.72 | -0.92 | -0.67 | 0.51 |
| Daya Tampung | -0.88 | 1 | -0.83 | -0.95 | -0.75 | 0.92 | 0.69 | 0.84 | -0.68 |
| Hasil | 0.47 | -0.83 | 1 | 0.9 | 0.61 | -0.83 | -0.18 | -0.72 | 0.6 |
| Mhs Baru | 0.71 | -0.95 | 0.9 | 1 | 0.86 | -0.99 | -0.52 | -0.93 | 0.83 |
| Mhs Aktif | 0.59 | -0.75 | 0.61 | 0.86 | 1 | -0.93 | -0.58 | -0.98 | 0.97 |
| Wisuda | -0.72 | 0.92 | -0.83 | -0.99 | -0.93 | 1 | 0.58 | 0.98 | -0.89 |
| Efektivitas | -0.92 | 0.69 | -0.18 | -0.52 | -0.58 | 0.58 | 1 | 0.61 | -0.47 |
| Tingkat Wisuda | -0.67 | 0.84 | -0.72 | -0.93 | -0.98 | 0.98 | 0.61 | 1 | -0.94 |
| Retention Rate | 0.51 | -0.68 | 0.6 | 0.83 | 0.97 | -0.89 | -0.47 | -0.94 | 1 |
📋 Data Akademik dan Metrik Efektivitas Sistem
| Tahun | Animo | Daya Tampung | Hasil | Mhs Baru | Mhs Aktif | Wisuda | Cuti | Nonaktif | Efektivitas (%) | Utilisasi (%) | Tingkat Wisuda (%) | Retention Rate (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 382 | 78 | 257 | 151 | 1,204 | 61 | 8 | 1,060 | 67.3% | 329.5% | 5.1% | 100% |
| 2022 | 661 | 80 | 162 | 131 | 1,164 | 79 | 22 | 1,301 | 24.5% | 202.5% | 6.8% | 96.7% |
| 2023 | 181 | 124 | 125 | 109 | 1,160 | 102 | 32 | 955 | 69.1% | 100.8% | 8.8% | 99.7% |
| 2024 | 179 | 127 | 120 | 95 | 1,010 | 122 | 44 | 538 | 67% | 94.5% | 12.1% | 87.1% |
| 2025 | 139 | 134 | 119 | 83 | 829 | 146 | 56 | 313 | 85.6% | 88.8% | 17.6% | 82.1% |
🎯 Analisis Mendalam Efektivitas Sistem Penerimaan
📈 Efektivitas Penerimaan (Timeline)
2021
67.3%
2022
24.5%
2023
69.1%
2024
67%
2025
85.6%
🎯 Optimisasi Utilisasi Kapasitas
2021
329.5%
2022
202.5%
2023
100.8%
2024
94.5%
2025
88.8%
🔄 Tingkat Keberhasilan Studi
2021
5.1%
2022
6.8%
2023
8.8%
2024
12.1%
2025
17.6%