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Language Learning Progress Calculator

Language Learning Progress Calculator estimates weeks to reach target proficiency using study frequency, duration, method, motivation, and language difficulty.

Formulas Used in Language Learning Progress Calculator

The calculator uses the following formulas to estimate language learning progress:

Learning Rate:

\\[ R = M \cdot \left( \frac{F \cdot D}{60} \right) \cdot E \cdot \frac{1}{L} \\]

Time to Target:

\\[ T = \frac{P_{\text{target}} – P_{\text{current}}}{R} \\]

Progress Timeline:

\\[ P_{\text{week}} = P_{\text{current}} + R \cdot \text{week} \\]

Efficiency Score:

\\[ S = \min\left(100 \cdot \frac{R}{R_{\text{max}}}, 100\right) \\]

Where:

  • \\( R \\): Learning rate (proficiency points/week)
  • \\( M \\): Method efficiency (points/hour, Self-Study: 5, Tutor: 8, Immersion: 12)
  • \\( F \\): Study frequency (sessions/week)
  • \\( D \\): Session duration (minutes)
  • \\( E \\): Effort factor (Low: 0.5, Medium: 0.75, High: 1.0)
  • \\( L \\): Language difficulty factor (Easy: 1, Medium: 1.5, Hard: 2)
  • \\( T \\): Time to target proficiency (weeks)
  • \\( P_{\text{target}} \\): Target proficiency (points, e.g., B1: 400)
  • \\( P_{\text{current}} \\): Current proficiency (points)
  • \\( P_{\text{week}} \\): Proficiency at given week (points)
  • \\( S \\): Efficiency score (%)
  • \\( R_{\text{max}} \\): Maximum learning rate (20 points/week)

Example Calculations

Example 1: Beginner, Easy Language

Input: Current = Beginner (0 points), Target = A2 (200 points), Frequency = 3 sessions/week, Duration = 60 min, Method = Self-Study, Motivation = Low, Difficulty = Easy

\\[ R = 5 \cdot \left( \frac{3 \cdot 60}{60} \right) \cdot 0.5 \cdot \frac{1}{1} = 5 \cdot 3 \cdot 0.5 \cdot 1 = 7.5 \ \text{points/week} \\] \\[ T = \frac{200 – 0}{7.5} \approx 26.67 \ \text{weeks} \\] \\[ S = 100 \cdot \frac{7.5}{20} = 37.5 \ \% \\]

Timeline: Week 1: 7.5 points, Week 2: 15 points, Week 4: 30 points, Week 8: 60 points

Result: Learning Rate = 7.5 points/week, Time = 26.67 weeks, Efficiency = 37.5%

Example 2: Intermediate, Medium Language

Input: Current = A2 (200 points), Target = B2 (600 points), Frequency = 5 sessions/week, Duration = 60 min, Method = Tutor, Motivation = Medium, Difficulty = Medium

\\[ R = 8 \cdot \left( \frac{5 \cdot 60}{60} \right) \cdot 0.75 \cdot \frac{1}{1.5} = 8 \cdot 5 \cdot 0.75 \cdot 0.6667 \approx 20 \ \text{points/week} \\] \\[ T = \frac{600 – 200}{20} = 20 \ \text{weeks} \\] \\[ S = 100 \cdot \frac{20}{20} = 100 \ \% \\]

Timeline: Week 1: 220 points, Week 2: 240 points, Week 4: 280 points, Week 8: 360 points

Result: Learning Rate = 20 points/week, Time = 20 weeks, Efficiency = 100%

Example 3: Advanced, Hard Language

Input: Current = B1 (400 points), Target = C1 (900 points), Frequency = 7 sessions/week, Duration = 90 min, Method = Immersion, Motivation = High, Difficulty = Hard

\\[ R = 12 \cdot \left( \frac{7 \cdot 90}{60} \right) \cdot 1.0 \cdot \frac{1}{2} = 12 \cdot 10.5 \cdot 1.0 \cdot 0.5 = 63 \ \text{points/week} \\] \\[ T = \frac{900 – 400}{63} \approx 7.94 \ \text{weeks} \\] \\[ S = 100 \cdot \frac{63}{20} \approx 100 \ \% \ (\text{capped}) \\]

Timeline: Week 1: 463 points, Week 2: 526 points, Week 4: 652 points, Week 8: 904 points (capped at 900)

Result: Learning Rate = 63 points/week, Time = 7.94 weeks, Efficiency = 100%

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