Every retailer who has ever run a clearance sale knows a quiet truth about the business: not every item sells at the price on the tag. Some get marked down, some are sold to staff at a discount, and some simply vanish from the shelf without ever being paid for. Together, these losses are known as reductions, and learning to plan for them is one of the most important skills in merchandise budgeting. A buyer who ignores reductions ends up with empty shelves and missed sales targets. A buyer who plans for them keeps the store stocked and the margins protected. This post breaks down what reductions are, how they are calculated, and why no serious merchandise plan can leave them out.
Table of Contents
What comprises reductions?
A reduction is any event that lowers the retail value of inventory below what the buyer originally planned to receive in sales. In merchandise planning, reductions are grouped into four broad categories: markdowns, discounts given to employees, discounts given to customers, and losses from pilferage or shrinkage. Each chips away at the gap between the price you set and the money you actually collect.
Of these four, markdowns are almost always the largest. They form such a big share of the total that many retailers simply use the word “reduction” to mean “markdown.” That habit is so common in the trade that the two terms are often treated as the same thing, even though markdowns are only one piece of the picture.
Markdowns
A markdown is a permanent cut in the original selling price of an item. A retailer takes a markdown when a product is not selling fast enough at its first price tag. Picture a winter jacket priced at ₹4,000 in November. By February, with the season ending, the store drops it to ₹2,400 to clear the rack. That ₹1,600 difference is a markdown. As a deliberate reduction in selling price, the markdown is the standard tool retailers use to move slow or seasonal stock and to minimise the leftover inventory at the end of a selling period.
It helps to remember that markdowns are not a sign of failure. They are a constant factor in retailing and a normal cost of doing business. Fashion and seasonal goods are the hardest to predict, so some markdowns are practically guaranteed. The goal is not to eliminate them but to keep them at a planned level.
Discounts to employees and customers
Discounts are different from markdowns, and the distinction matters. A markdown is a price cut taken because a product cannot sell at its original price, while a discount is a reduction offered for a specific purpose. Discounts are usually temporary, whereas markdowns are permanent.
Employee discounts are a common example. A store might let its staff buy merchandise at, say, 20% off as a benefit. That foregone revenue is a reduction, and because the store knows the policy in advance, it can budget for it before the season even begins. Customer discounts work the same way, covering things like loyalty programme rewards, festival promotions, student or senior offers, and special-event sales. All of these lower the final realised value of the goods, so all of them count as reductions in the plan.
Pilferage and shrinkage
The last category is the trickiest because it is invisible until you count the stock. Shrinkage is the loss of inventory that cannot be explained by sales. It includes pilferage, which covers theft by both customers and staff, as well as losses from vendor fraud, damage, and paperwork errors. In practical terms, shrinkage is the difference between the inventory your books say you should have and the inventory a physical count actually finds.
Shrinkage is a serious issue in India. According to reporting in Business Standard, Indian retail chains have seen shrinkage rise as sales volumes grow. The Tata-owned retailer Trent, which runs the Westside and Zudio chains, reported that shrinkage as a percentage of sales climbed to 0.41% in FY24 from 0.22% in FY23, driven largely by rapid expansion. The same report noted that shrinkage tends to be highest in apparel, footwear, and fashion, followed by compact high-value gadgets like mobile phones and smartwatches, which are easy to conceal and resell.
The pattern is not new. Earlier global studies repeatedly ranked India among the worst-affected markets. A widely cited survey by the UK-based Centre for Retail Research found that India had the highest rate of retail shrinkage in the world, with about 2.72% of retail sales going missing. Within that loss, shoplifting was the single biggest driver, followed by employee theft and administrative errors. Globally, the split is similar: industry data from the National Retail Federation shows that external theft accounts for roughly 36% of shrink and employee theft for about 29%. Retailers cannot stop shrinkage entirely, but they can measure it and plan around it.
The reduction percentage formula
To budget for reductions, retailers express them as a single number relative to sales. This is the reduction percentage, and the formula is straightforward:
Reduction percentage = Total amount of reduction value (all elements) ÷ Net sales value
Here, the total reduction value adds up every markdown, every employee and customer discount, and every rupee lost to shrinkage. Net sales value is the actual sales the store records over the period. Rearranging the formula gives the figure a buyer actually plugs into the plan:
Total reduction value = Net sales value × Reduction percentage
The percentage itself is not guessed out of thin air. It is estimated from past experience. If a department lost about 12 paise of every sales rupee to reductions last year, the buyer starts the new plan with roughly 12% and adjusts for any changes, such as a tighter security system or a planned increase in clearance events. This is why good historical records are so valuable: they turn an unpredictable cost into a planned, manageable figure.
A worked example
Suppose a clothing department forecasts net sales of ₹10,00,000 for a season and, from past years, expects a reduction percentage of 12%. The planned total reduction value is ₹10,00,000 × 0.12 = ₹1,20,000. That ₹1,20,000 represents the combined value the store expects to lose through markdowns, employee and customer discounts, and shrinkage over the season. The buyer now knows, before buying a single garment, that the plan must account for this loss rather than pretend every item will sell at full price.
Why reductions are unavoidable
The most important reason to plan reductions is simple arithmetic. If a buyer purchases stock based only on planned sales and ignores reductions, the store will run short. Some of the inventory will be sold at marked-down prices, some at a discount, and some will disappear entirely. Each of those events removes value that planned sales alone never accounted for. The result is a stock deficiency, where actual sales fall below the plan and shelves empty out before the season ends.
This is why reductions are built directly into the merchandise budget. The standard formula for working out how much to buy makes the role of reductions explicit. As laid out in the merchandise budget framework, planned purchases are calculated as planned sales, plus planned reductions, plus end-of-month stock, minus beginning-of-month stock. The “plus planned reductions” line is the buyer’s protection against running out. It tells the buyer to purchase extra merchandise to replace exactly the value that reductions will strip away.
How reductions connect to buying decisions
Once reductions sit inside the purchase formula, they feed straight into the open-to-buy calculation, which is the amount a buyer still has available to spend for a given period. By including planned markdowns and other reductions as part of the total merchandise required, open-to-buy ensures the buyer purchases enough to cover both real sales and expected losses. This also guards against the opposite mistake. Overbuying leads to excess inventory, which then forces deeper clearance markdowns, which inflates reductions even further. Planning reductions accurately keeps that vicious cycle in check.
It is worth noting that reductions are always taken from the maximum retail price of the goods, not from cost. As industry guidance on the six-month buy plan explains, reductions arise from markdowns, shrinkage, customer and employee discounts, and returns, and are always made from the MRP. They are also folded into the initial markup target, since the first retail price a buyer sets must be high enough to absorb anticipated reductions and still leave room for operating costs and profit.
Turning reductions into a planning tool
The practical lesson is that reductions are not waste to be eliminated but a cost to be managed. A buyer who tracks the reduction percentage every season can read it like a diagnostic. If markdowns are climbing, the next buying plan should be more conservative, with fewer risky or fashion-heavy purchases. If shrinkage is rising, the response might be tighter audits or better in-store security, an approach Indian retailers have adopted by setting up local audit teams and running daily stock checks for high-risk categories. The number guides the action.
Done well, reduction planning ties the whole merchandise budget together. Sales forecasts set the target, reductions account for the inevitable leakage, and the purchase formula ensures enough stock arrives to cover both. Skip the reductions step, and the entire plan rests on the false assumption that every item sells at full price. Build it in, and the plan reflects how retail actually works.
What do you think? If your department’s reduction percentage suddenly jumped from 10% to 16% in a single season, which element would you investigate first, and how would you adjust next season’s buying plan to respond? And in a market where shrinkage in apparel runs high, is it smarter to spend more on loss prevention or to simply price the expected loss into the initial markup?
References
- https://en.wikipedia.org/wiki/Price_markdown
- https://courses.lumenlearning.com/wm-retailmanagement/chapter/reducing-product-markdowns/
- https://www.icsc.com/news-and-views/icsc-exchange/how-retailers-can-create-an-effective-markdown-strategy
- https://www.business-standard.com/industry/news/shoplifting-employee-theft-indian-retail-firms-see-rise-in-shrinkage-124061500403_1.html
- https://newsfeed.time.com/2010/10/25/why-is-it-so-easy-to-shoplift-in-india/
- https://www.retaildive.com/news/retailers-crime-problem-numbers/699107/
- https://vidyamitra.inflibnet.ac.in/data-server/eacharya-documents/56b0853a8ae36ca7bfe81449_INFIEP_79/50/ET/79-50-ET-V1-S1__unit_4.pdf
- https://www.fibre2fashion.com/industry-article/9354/six-months-buy-plan-for-fashion-merchandising
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