Formulation

Scaling a study without losing the basis

Use one scale factor, preserve every recorded input and independently check a complete mass-based example before planning a new version.

Make the same study larger, without changing the question

Scaling is a useful arithmetic task when you want another total mass of an already documented study. It means keeping the recorded mass proportions while changing the total. It does not mean replacing materials, changing a supplied preparation or assuming that a larger batch will behave identically in every practical respect.

Start from a complete record rather than a list copied from memory. You need the exact inputs, their supplied preparations, their masses and the complete total. A record of what was intended and a record of what was actually weighed answer different questions. Choose which one you are scaling and state that choice.

Scale the recorded input, not the familiar name

If an entry uses a specified prepared material, its mass is the mass of that preparation. Substituting an undiluted product or another strength changes the study. Keep supplied-strength calculations separate; see the dilution-maths guide when you need to understand the nominal named-ingredient contribution.

Use the same mass unit throughout this calculation. Grams and millilitres describe different quantities, so a mass-based record does not become a volume-based one by changing the unit label.

Calculate one factor for the complete record

Divide the new positive target total by the old positive complete total. If either total is zero, unknown or incomplete, resolve the record before calculating a scale factor. That quotient is the scale factor. Multiply every recorded mass, including any separately listed carrier, by that same factor. Using one factor keeps the ratios between the recorded inputs unchanged on paper.

  1. Check the old total.Add all the source rows and confirm what the total includes. Resolve a missing row or an unexplained difference before scaling.
  2. Choose the new total in the same unit.For a 20.000 g record scaled to 50.000 g, the factor is 50.000 ÷ 20.000 = 2.5.
  3. Apply that factor to every row.Multiply each source mass by 2.5. Keep the original numbers alongside the calculated ones.
  4. Check the new total independently.Add the new rows. Then compare each row’s share of its complete total with the corresponding old share.

Mass fraction is the mass of a specified component divided by the mixture’s total mass, as set out in NIST’s quantity definitions. Here we use the same ratio calculation for each recorded input preparation; we are not inferring the undisclosed composition of that preparation.

Work through a complete paper example

Fictional arithmetic exercise

20.000 g → 50.000 g

Rows A, B and C are imaginary specified input preparations. The carrier is also fictional. This example contains no real perfume formula, recommended use level or instructions to prepare a product.

Scroll sideways to see every column when needed.

Every row uses the same factor of 2.5
Recorded inputOriginal massCalculationNew targetShare of total
A8.400 g8.400 × 2.521.000 g42%
B3.600 g3.600 × 2.59.000 g18%
C6.000 g6.000 × 2.515.000 g30%
Carrier2.000 g2.000 × 2.55.000 g10%
Complete total20.000 g20.000 × 2.550.000 g100%

Check row A another way: 8.400 ÷ 20.000 = 0.42, and 21.000 ÷ 50.000 = 0.42. Its share is unchanged. Repeat the check for the other rows. This second route catches errors such as scaling only the aromatic entries while leaving the carrier at its original mass.

If your source is expressed in parts by mass, first add the stated parts. Divide the target mass by that complete parts total to find the mass per part. Do not assume the parts add to 100. A percentage requires a stated basis; a parts list requires its actual total.

Separate calculated targets from achieved masses

Keep calculation precision until you decide how to express the targets for the equipment and procedure you are using. Extra decimal places on a screen do not establish that those masses can be measured reliably. Consult the balance’s specifications and your measurement procedure instead of treating its smallest displayed digit as a universal assurance.

Rounding each row can change the displayed sum. Check that sum again and record any rounding policy; do not silently put the difference into an arbitrary material. If a target is too small for the established procedure, the next step is to revise the plan appropriately, not to invent an equivalent number of drops.

Make a new version record with the original study reference, target total, factor, calculated targets and any approved procedural changes. If a preparation is then made, record its actual achieved masses separately. The calculated total and actual total should not be forced to agree by editing the history.

Know what the calculation leaves unanswered

Preserved proportions are one condition of a comparable study, not evidence of identical practical performance. Equipment, mixing, transfer losses and other process details may need their own review when scale changes. A correct spreadsheet does not establish solubility, stability, finished-use suitability or regulatory compliance.

End the calculation with a short check: complete source, exact identities, common mass basis, one factor, independent total and retained version history. That gives the next person a clear path from the original record to the new targets.

Use a clear batch record for the new version and a one-variable comparison if you then investigate a practical difference. Scaling answers “what masses preserve this recorded ratio?” Keep any new formulation question separate so that the next result remains useful.