Analyzing a Baking Recipe - Kitchen Notes (2024)

Kitchen Notes

by Michael Ohene

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One of the most embarrassing moments of my life involves baking muffins for a visitor in my apartment back in April of 2007. At a little before 8 in the morning I had flour, oil, and eggs but no milk. I knocked on the door of my neighbor - who I'd seen only twice before and luckily she was home and let me borrow some milk. Like the good ol' days, huh?

One problem was averted yet another arose.}?>

These "muffins" I was making actually had to be good, not the barely eatable non-sense I usually made. Having no other game plan I threw something together, prayed, and dished out my questionable muffins to my guest. What a bad host I am!
That day, I thought really hard... so what exactly are baked goods? We say "pie crust, muffin, cupcake, coffee cake, puff pastry, and croissant", but do we know what they actually mean?

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I used to dismiss baking as making goo or sugar covered pillow-like bread, but this is not entirely true. Yes, the essence of baking can be hidden behind all the goo, but this is obscenity encroaching on the fine art of baked goods and unfortunately unless one is a connoisseur the fundamental distinctions are not noted very well. So I spent some time - a really long time - baking, serving, and eating cakes, cookies, coffee cakes, etc. trying to figure out what fundamentally defines baked goods. I finally came up with an answer which was naturally due to my initial false assumptions and failures.
I tried using a numerical range, but after following this method and getting unsatisfactory results I knew there was still room for culinary error, something that was unacceptable. I envisioned having a few criteria one could follow and from there spontaneously throw in random ingredients like a flux capacitor to get a satisfactory batter or dough for a baked good.

After pouring through countless recipes I finally created a procedure to accurately characterize baked goods, in it, we must employ three calculated values. These values are the moistness value, butter(oil) content, and the egg content; all obtained from a recipe.
Of course, a recipe provides a list of ingredients and measurements, which includes instructions for combining the ingredients. Each ingredient can be considered either a wet or a dry ingredient. In the following procedure, most wet ingredients are given constant values (see Table1.), while flavorings, leavenings (baking powder, baking soda, yeast, etc.), seasonings (e.g. salt), and food pieces (shredded coconut, walnut pieces, blueberries, etc.) are omitted. The constant values are multiplied by their respective quantities (in cups) yielding a product. The products are summed and finally divided by the dry ingredient product (obtained from Table 2.) to yield a solution called the moistness value.

I know... "How can you possibly use volume (cups)?" Either volume or mass can be used assuming standard mass/volume conversions, but I found using volume greatly simplifies the calculations.

But what is this beast of a procedure? Does it design baked goods? Does it analyze baked goods? After years of reinventing itself, the procedure has settled in the role of a design tool which aides in creating new recipes, an analysis tool for reviewing recipes with no need for baking, and a characterization tool which attempts to define all possible baked goods. Immense, yet its most useful role is likely in allowing one to substitute ingredients.


Wet IngredientValue/cup
banana (mashed)0.375
butter, oil, shortening0.5
buttermilk1
cream cheese0.35
cooked (sweet) potatoes0.5
cranberries mashed/pulsed with sugar0.2
grated carrots1/3
jumbo eggs1/4
extra-large eggs1/5
large eggs1/6
large egg yolk1/8
large egg white1/24
honey, milk, molasses, orange juice, water1
sour cream, yogurt, whipping, heavy cream0.7
applesauce0.6
Table 1. Values for some common wet ingredients

Dry IngredientValue/cup
almond paste1
finely ground pecans, walnuts, almonds1/3
flour (cocoa powder, whole wheat, all-purpose, etc.)1
old fashioned rolled oats0.5
melted chocolate (non-dark)0.5
peanut butter2/3
Table 2. Values for some common dry ingredients

All values in Table 1 and Table 2 are "per cup" except for eggs which is "per egg". Let's look at an excerpt from an example recipe.
QuantityIngredientWetDry
3 1/2 cupsall-purpose flour-3.5
1 teaspoonbaking powder--
1 teaspoonbaking soda--
3/4 teaspoonsalt--
16 tablespoonsbutter0.5-
2 cupssugar--
3large eggs0.5-
2 teaspoonsvanilla extract--
2 cupsold-fashion rolled oats-1
Table 3. Sample mystery recipe

Analyzing a Baking Recipe - Kitchen Notes (1)(1)

Analyzing a Baking Recipe - Kitchen Notes (2)(2)

In equation (1), a, b, c, and d represent quantities for wet ingredients x1 (butter) and x2 (eggs) and dry ingredients x3 (flour) and x4 (oats) respectively. Equation (2) provides an accompanying practical calculation for equation (1).

Note the following relations:
3 teaspoons = 1 tablespoon
16 tablespoons = 1 cup

The resulting moistness value, butter content, and egg content are: 0.22, 11.1%, 0.67E; (0.5/4.5) and (3/4.5) gave us the butter and egg content respectively (see next section for an explanation of moistness, butter content, and egg content). These are our characterization numbers. You can save time and just use this web application to get the same numbers. From using Table 4 and our characterization numbers, we see this is some sort of a cookie.

[Note from the editor, Michael Chu: Michael Ohene's Table 4 was too detailed to present in HTML here, so click on this image to load a PDF showing the complete table.]

Table 4. Periodicity of Baked Goods in the USA

Explanation of the chart (Table 4)
Moistness - wet ingredient to dry ingredient percentage1 2.A higher moistness value corresponds to a more fluid/less stiff batter.
Butter content - butter/oil/shortening to dry ingredient ratio. On the chart the butter content values are divided into "low", "medium", "high", and "very high" to make the chart more intuitive.
Egg content - number of eggs to dry ingredient ratio.

Table 4 was formed by plotting hundreds of recipes. Anything falling within a grid is what that grid is labeled (e.g. scone). Some grids are empty because it would not make sense for them to exist. For example, a very moist bread (0.60) with a low butter content would be airy and tasteless.

Results and interesting facts
Unlike most other baked goods cakes have an extra criterion, when buttermilk is replaced by a constant value of 1.75, a cake must equal a value between 1 - 1.25. This requirement is due to the acid content in buttermilk.

Also notice that having one or more eggs per a cup of dry ingredients results in a cakey baked good. Therefore if you are experimenting with chocolate chip recipes and use a cup of flour, you must discard some of the egg you plan to use.

A moistness value of 0.35 - 0.47 usually results in a yeast dough. A moistness value above 0.50 cannot be kneaded.

The baked goods (brownies, cookies, cakes, etc.) that kids like are on the outer edges of Table 4.

Can you find a recipe that defies the logic (is outside the groupings) of this chart? Sometimes, but it most likely received bad reviews.

Final notes: Mixing instructions, directions on how to combine ingredients, are usually shared for similar types of baked goods. For example, you always use cold water for pie crust recipes.

Leavening (baking soda and baking powder): used to make a dough or batter rise when baked. Table 5 below shows common leavening ratios. What is a leavening ratio? Comparing teaspoons of leavening to cups of dry ingredients is a good rule of thumb. For example, in Table 3 the leavening ratio was 0.44 for our cookie. Also, if you use an acid (e.g. buttermilk, vinegar), baking soda must be included.

Baked GoodLeavening Ratio
shortbread cookie0 - 0.15
cookie0.15 - 0.5
pound cake0 - 0.8
muffin0.8 - 1.66
cake0.8 - 1.66
biscuit1 - 2.5
Table 5. Leavening ratios

Have fun!

Footnotes
1When a glaze is used - usually for pound cakes - the moistness value increases by 0.05. For example a moistness value of 0.66 will become 0.71 if a glaze is used.^
2This assumes standard/normal baking temperature and pressure/altitude.^

Update (July 31, 2010): Added a link to Michael Ohene's web-based recipe characterization numbers calculator.
}?>

Michael Ohene is an electrical engineer by profession with an interest in the modeling and classification of artistic disciplines including: baking, knot tying, and floral design. At the heart of his research at www.whatsthesequency.com he demonstrates the ability to transform random logic into more accessible visual logic.

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Next »

Written by Michael Ohene

Published on July 12, 2010 at 09:00 PM

19 comments on Analyzing a Baking Recipe:(Post a comment)

On July 13, 2010 at 02:04 PM, Steve C (guest) said...

Subject: Sweet Potato

This is good information for the next time I attempt a sweet potato gnocchi.

On July 13, 2010 at 09:01 PM, an anonymous reader said...

Subject: Ratios

Something tells me you would very much enjoy the book Ratio: The Simple Codes Behind the Craft of Everyday Cooking

Eric Means

On July 15, 2010 at 11:19 AM, an anonymous reader said...

brilliant.

On July 16, 2010 at 05:35 PM, an anonymous reader said...

Subject: Brilliant!

For the past year I've often considered deleting Cooking for Engineers from my RSS feed, as updates are few and far between these days, but always ended up deciding to keep it around for whatever reason. Now I understand why. Nowhere else (afaik) can you find brilliant analyses like this one. A formula that breaks down an entire field within food preparation into three simple variables is nothing short of beautiful. I'm not even sure I'll ever use it, but the thought process alone has provided me more pleasure than a day at the museum. You sir are a legend!

On July 17, 2010 at 01:48 AM, Michael Chu said...

Subject: Re: Brilliant!

Anonymous wrote:

You sir are a legend!

Don't forget all the credit goes to Michael Ohene who came up with, developed, and wrote this! I'm planning some new articles, but life's been really busy the last couple years... so, if you do delete CFE from your RSS feed, be sure to check in once in a while in case I find myself with enough free time to write a new article.

On July 22, 2010 at 12:20 AM, Michael Ohene (guest) said...

Subject: comments

Thanks for the comments everyone. Eric, I have read Michael Ruhlman's book and I have scanned his website. His work is definitely interesting. His attempt is to show the coincidence between a simple number sequence (1-2-3, 3-2-1, etc) and recipes; basically numerology. I want to define baked goods and show people the underlying process and my ideas on how logic can become logical visualization; and even more.

I am in the process of automating the calculations in this project, so people can readily realize its usefulness, but I am also bundling it with other features to make the project complete. I want to take this from the lab to the kitchen.

Again, thank you.

On July 24, 2010 at 05:08 AM, student01 (guest) said...

Sir or Dear Michael, as a scientist who gave up twenty years ago to follow the money, I am excited by your work on baked goods. Finally a pattern appears. Woderful stuff. Thank you

On July 31, 2010 at 03:06 AM, Michael Chu said...

I added a link to Michael Ohene's web-based recipe characterization numbers calculator in the article.

On November 22, 2010 at 03:28 PM, Paula Bauer (guest) said...

also your captcha verivication is kinda cool :lol:
keep up the good work...

On April 03, 2011 at 08:34 PM, madisonspeed (guest) said...

Subject: this is great

I consider myself more of a cook then a baker, but love the chart on moister level in baking. I will use it next time I bake something.

On April 25, 2011 at 03:01 PM, jaimelim (guest) said...

This, Sir, is gastronomy science at its best! Thank you!!

On July 14, 2012 at 08:03 PM, MamaK (guest) said...

Subject: Analytical Cooking Continued?

I really like your information on the calculation of moisture, butter and egg content. However, I think further investigation can be made with other aspects of baked goods. Acidity, Sugar content, Salinity,...etc, should be considered to more precisely calculate the flavor as well as the texture of the final product.

On December 01, 2014 at 09:25 PM, maryryanne55@gmail.com (guest) said...

Subject: Thanks

Just tried my first gluten-free recipe for crackers -iti was way too dry.

So, i searched for dry to wet ratios in baking and VOILA, what a wonderful surprise to find your site. I figured that somewhere out there some number lover like me would have already done the work for me - only I figured it would be an accountant.

On December 05, 2014 at 10:46 PM, cindersfella (guest) said...

Subject: baking program

I have a question
How have you taken into consideration the fact that flour is hygroscopic in nature in the formulation of your program.

On June 22, 2015 at 12:56 AM, an anonymous reader said...

How did you come up with the constant values?

On July 09, 2015 at 02:02 AM, clairelv said...

benefit a lot....

On January 08, 2017 at 11:35 AM, an anonymous reader said...

Subject: Ratios by weight

Is there a version based on weight comparisons?

On January 31, 2017 at 10:56 PM, Michael O (guest) said...

Subject: Weights

Hey Anon Jan 8, 2017,
There is no intuitive way to calculate this procedure with weights, but using weights is supported. Go to http://easierbaking.com/cakey.php and you can enter weights. :)

On March 10, 2017 at 12:31 PM, Hi (guest) said...

Subject: Hi

Hi :( :lol: :P B) :) :D ;) :shock: 8| :unsure: :huh: :angry:

Post a comment on Analyzing a Baking Recipe

Analyzing a Baking Recipe - Kitchen Notes (2024)

FAQs

How to interpret a recipe? ›

How to Read & Follow a Recipe
  1. Read the recipe. Take a good look at the recipe. ...
  2. Know the assumptions. ...
  3. Figure out the timing. ...
  4. Plan ahead. ...
  5. Bone up on new techniques. ...
  6. Mise en place is your friend. ...
  7. Lay out your tools, too. ...
  8. Make notes or highlight.

What is the term used to describe how many servings a single recipe provides? ›

Total Yield – number of servings, or portions that a recipe produces, and often the total weight or volume of the recipe. Portion size – amount or size of the individual portion.

What measurement procedures are used to ensure accuracy and adjust recipe yields? ›

Multiply each ingredient amount in the original recipe by the conversion factor. This adjusts the quantities to match your desired yield. Let's say the original recipe calls for 2 cups of flour. Multiplying 2 cups by 2.33 (our conversion factor) gives us 4.66 cups of flour for the adjusted recipe.

How can you increase the yield, amount, or number of servings that a recipe will produce? ›

How To Scale Up A Recipe: 4 Easy Steps
  1. Step 1: Determine the Conversion Factor for the Recipe. ...
  2. Step 2: Convert all Weights in the Recipe to Ounces and all Volumes to Fluid Ounces. ...
  3. Step 3: Multiply Each Ingredient in the Recipe by the Conversion Factor. ...
  4. Step 4: Simplify and Round the Numbers for Easier Recipe Use.

Why is it important to measure ingredients correctly? ›

We can cook better food if the ingredients are properly measured. Accuracy can be maintained by weighing the food properly. We can make food with the right consistency is the ingredients are properly measured. The food will be rich in taste if it is made with the proper ingredients in the right amount.

What are the four steps to reading a recipe? ›

Look at the ingredients list. Check to see if you have all the ingredients. Read each step of the recipe. Make notes as you read.

What are the 5 suggestions when reading a recipe? ›

Cooking Basics: How to Read A Recipe
  1. Read the Recipe, Start to Finish. Think of it like reading the rules to a new board game. ...
  2. Check Ingredients and Equipment. ...
  3. Brush up on Common Cooking Terms. ...
  4. Set your own Time Clock. ...
  5. Master Do-ahead Tasks.
Oct 13, 2017

What is the most accurate method of measuring ingredients for baking? ›

For the Most Accuracy, Use a Kitchen Scale!

In most cases, weight is trustier than volume measurements. If a recipe calls for 140 grams of flour, there's no quibbling. But one cup of flour – even one weighed with the fluff-and-scoop method – can weigh anywhere between 120 grams or 170 grams.

What are the two ways of measuring for accuracy cooking? ›

A mug is not a measuring cup. If you're cooking by volume measurements, having an accurate set of dry measuring cups, accurate liquid measuring cups of a few different sizes (a two-cup measure and a four-cup (one quart) measure are a good place to start). A good set of measuring spoons is absolutely essential.

What is the formula for recipe yield? ›

The formula is EP weight ÷ AP weight × 100 = yield %. Yield percentage is important because it tells you several things: how much usable product you will have after processing; how much raw product to actually order; and the actual cost of the product per dollar spent.

How do you increase the number of servings in a recipe? ›

Can you just double a recipe? To double a recipe, simply double the amount of servings by multiplying the serving size by 2. For instance, if your recipe serves 4, multiply that number by 2 to get 8.

What is the most accurate way to determine the amount of an ingredient used in a standardized recipe? ›

Using weight measurements (ounces, pounds, grams) is a more accurate way of measuring ingredients, regardless of whether you choose to use the U.S. Customary System or the Metric System.

Can measuring incorrectly mess up a baked product? ›

Texture and Flavor: Precision in measuring leads to the desired texture and flavor. Too much of one ingredient or too little of another can compromise the taste and mouthfeel of your baked goods.

How is measurement important in the kitchen while cooking and baking? ›

For the chemical reaction to happen, the ratio of ingredients has to be correct and that's why accurate measurements are important. There's two main measuring tools used in baking – measuring cups and kitchen scales. Let's compare the two and share some tips for each. Measuring cups measure the volume of ingredients.

What adjustments should you keep in mind when doubling a recipe? ›

When doubling, you'll need to consider adjusting ingredient amounts, the size of your ingredient preparation tools, the size or quantity of your pots, pans or baking dishes and modifications to cooking time.

How do you describe a recipe? ›

A standard recipe must contain the following data:
  1. Title.
  2. Description.
  3. Preparation and cooking time.
  4. Number of servings and serving size.
  5. List of ingredients with accurate measurements.
  6. Step-by-step directions.
  7. Accurate nutrition information.
  8. Notes and FAQ.
Feb 11, 2021

How do you comment on a food recipe? ›

Delicious Phrases for Talking About Food in English
  1. Tastes great! Eating something delicious right now? ...
  2. Really good! Here's something else you could say instead of delicious. ...
  3. Wow, [this food] is amazing! ...
  4. Yummy. ...
  5. Flavorful. ...
  6. Mouth-watering. ...
  7. This [food] is too [flavor] for me/for my taste. ...
  8. It could use a little more/less…

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