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How to make order of magnitude calculations?

Published in Estimation Techniques 5 mins read

Order of magnitude calculations are a powerful way to estimate values quickly and simplify complex problems, focusing on the scale rather than precise figures. They allow you to understand the relative size or scale of quantities, often useful when exact numbers aren't necessary or available.

To make order of magnitude calculations, you primarily focus on the power of ten that best represents a number's scale. This process involves simplifying numbers into their approximate powers of ten and then performing calculations with these simplified values.

Understanding Order of Magnitude

An order of magnitude refers to the class of scale of a quantity, typically expressed as a power of 10. For instance, if one quantity is 10 times larger than another, it is one order of magnitude greater. If it's 100 times larger, it's two orders of magnitude greater. This method is incredibly useful for:

  • Quick Estimates: Getting a ballpark figure without extensive calculation.
  • Problem Solving: Breaking down complex problems (often called Fermi problems) into manageable estimations.
  • Sanity Checks: Verifying if a precise calculation result makes sense.
  • Comparing Scales: Easily contrasting vastly different quantities.

Steps to Make Order of Magnitude Calculations

Performing order of magnitude calculations involves a straightforward process of simplification and estimation. Here’s a breakdown of the key steps:

1. Express Numbers in Scientific Notation

Begin by converting all numbers involved in your calculation into scientific notation. This standard form (a x 10^b) makes it easier to identify the significant digits and the power of ten.

  • Example:
    • 5,200,000 becomes 5.2 x 10^6
    • 0.000078 becomes 7.8 x 10^-5
    • 345 becomes 3.45 x 10^2

2. Simplify Numbers to Their Order of Magnitude

This is the core step where you simplify the numbers to their nearest power of ten or a single-digit approximation. There are two primary approaches for this simplification:

  • Pure Order of Magnitude (Nearest Power of Ten):
    For a strict order of magnitude calculation, you round the number to the nearest power of ten. The general rule is:

    • If the leading digit (the 'a' in a x 10^b) is less than approximately 3.16 (which is √10), round down to 10^b.

    • If the leading digit is 3.16 or greater, round up to 10^(b+1).

    • Examples:

      • 5.2 x 10^6 (5.2 > 3.16) rounds to 10^7
      • 7.8 x 10^-5 (7.8 > 3.16) rounds to 10^-4
      • 3.45 x 10^2 (3.45 > 3.16) rounds to 10^3
      • 2.1 x 10^4 (2.1 < 3.16) rounds to 10^4
  • Single-Digit Estimate (Integer Times a Power of Ten):
    For a slightly more refined estimate, often used in Fermi problems, you might round the leading digit to a single integer (usually 1, 2, 5, or 10, or simply rounding the leading digit to the nearest integer) and keep its corresponding power of ten. This maintains a bit more precision while still being a rough estimate.

    • Examples:
      • 5.2 x 10^6 can be rounded to 5 x 10^6
      • 7.8 x 10^-5 can be rounded to 8 x 10^-5
      • 3.45 x 10^2 can be rounded to 3 x 10^2

    Note: For "order of magnitude calculations," the "pure order of magnitude" (rounding to the nearest power of ten) is the most fundamental interpretation. The single-digit estimate is a useful variation for rough estimations.

3. Perform Calculations with Estimates

Once your numbers are simplified to their orders of magnitude (or single-digit estimates), perform the required mathematical operations (multiplication, division, addition, subtraction).

  • Multiplication: Add the exponents of the powers of ten.

    • Example: 10^3 * 10^4 = 10^(3+4) = 10^7
    • Example with single-digit: (2 x 10^3) * (5 x 10^4) = (2*5) x 10^(3+4) = 10 x 10^7 = 10^8
  • Division: Subtract the exponents of the powers of ten.

    • Example: 10^7 / 10^2 = 10^(7-2) = 10^5
    • Example with single-digit: (8 x 10^7) / (2 x 10^2) = (8/2) x 10^(7-2) = 4 x 10^5
  • Addition/Subtraction: This is trickier. You can only meaningfully add or subtract numbers if they have the same order of magnitude. If they don't, the larger order of magnitude dominates.

    • Example: 10^5 + 10^3 is approximately 10^5 (the 10^3 is negligible compared to 10^5).
    • If numbers have the same order of magnitude (e.g., 2 x 10^4 + 7 x 10^4), you can add/subtract the leading digits: (2+7) x 10^4 = 9 x 10^4. Then, you may re-evaluate its order of magnitude (e.g., 9 x 10^4 rounds to 10^5).

4. Compare to Exact Answer (If Possible)

If an exact answer is known or calculable, compare your order of magnitude estimate to it. This helps validate your estimation skills and provides insight into the accuracy of the order of magnitude approach.

Practical Example: Estimating Population Density

Let's estimate the approximate population density of a city.

Question: If a city has a population of 8.5 million people and covers an area of 500 square kilometers, what is its approximate population density in people per square kilometer?

Steps:

  1. Numbers in Scientific Notation:

    • Population: 8,500,000 = 8.5 x 10^6 people
    • Area: 500 = 5 x 10^2 km²
  2. Simplify to Order of Magnitude:
    Let's use the pure order of magnitude (nearest power of ten) for simplicity.

    • Population: 8.5 x 10^6 (since 8.5 > 3.16) rounds to 10^7 people
    • Area: 5 x 10^2 (since 5 > 3.16) rounds to 10^3 km²

    Alternatively, using single-digit estimates:

    • Population: 8.5 x 10^6 rounds to 9 x 10^6 people
    • Area: 5 x 10^2 rounds to 5 x 10^2 km²
  3. Perform Calculation:
    Density = Population / Area

    Using pure order of magnitude:

    • Density ≈ 10^7 / 10^3 = 10^(7-3) = 10^4 people/km²

    Using single-digit estimates:

    • Density ≈ (9 x 10^6) / (5 x 10^2) = (9/5) x 10^(6-2) = 1.8 x 10^4 people/km²
  4. Compare to Exact Answer:
    Exact density = 8,500,000 / 500 = 17,000 people/km² = 1.7 x 10^4 people/km²

    Both estimates are very close to the exact answer, demonstrating the utility of order of magnitude calculations. The pure order of magnitude (10^4) gives the right scale, and the single-digit estimate (1.8 x 10^4) is even more precise while still being easy to calculate mentally.

Summary Table: Order of Magnitude Rounding Examples

Original Number Scientific Notation Pure Order of Magnitude (Nearest Power of 10) Single-Digit Estimate (Integer x Power of 10)
7,200 7.2 x 10^3 10^4 7 x 10^3
150 1.5 x 10^2 10^2 2 x 10^2
0.0048 4.8 x 10^-3 10^-2 5 x 10^-3
0.00021 2.1 x 10^-4 10^-4 2 x 10^-4

By mastering these steps, you can quickly assess the scale of quantities and make rapid estimations, a valuable skill in science, engineering, and everyday problem-solving.