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A stockout, or out-of-stock (OOS) event is an event that causes
inventory Inventory (British English) or stock (American English) is a quantity of the goods and materials that a business holds for the ultimate goal of resale, production or utilisation. Inventory management is a discipline primarily about specifying ...
to be exhausted. While out-of-stocks can occur along the entire
supply chain A supply chain is a complex logistics system that consists of facilities that convert raw materials into finished products and distribute them to end consumers or end customers, while supply chain management deals with the flow of goods in distri ...
, the most visible kind are
retail Retail is the sale of goods and services to consumers, in contrast to wholesaling, which is the sale to business or institutional customers. A retailer purchases goods in large quantities from manufacturers, directly or through a wholes ...
out-of-stocks in the
fast-moving consumer goods Fast-moving consumer goods (FMCG), also known as consumer packaged goods (CPG) or convenience goods, are products that are sold quickly and at a relatively low cost. Examples include non-durable household goods such as packaged foods, beve ...
industry (e.g., sweets, diapers, fruits). Stockouts are the opposite of
overstock Overstock, excessive stock, or excess inventory arise when there is more than the "right quantity" of goods available for sale,Crandall, R. E. and Crandall, W. R.Managing Excess Inventories: A Life-Cycle Approach in ''The Academy of Management Exe ...
s, where too much inventory is retained. A backorder is an order placed for an item which is out-of-stock and awaiting fulfillment.


Extent

According to a study by researchers Thomas Gruen and Daniel Corsten, the global average level of out-of-stocks within retail fast-moving consumer goods sector across developed economies was 8.3% in 2008. This means that shoppers would have a 42% chance of fulfilling a ten-item shopping list without encountering a stockout. Despite the initiatives designed to improve the collaboration of
retailer Retail is the sale of goods and services to consumers, in contrast to wholesaling, which is the sale to business or institutional customers. A retailer purchases goods in large quantities from manufacturers, directly or through a wholesal ...
s and their suppliers, such as
Efficient Consumer Response Efficient Consumer Response (ECR) is a joint trade and industry body working towards making the grocery sector as a whole more responsive to consumer demand and promote the removal of unnecessary costs from the supply chain. There are four focus ...
(ECR), and despite the increasing use of new technologies such as
radio-frequency identification Radio-frequency identification (RFID) uses electromagnetic fields to automatically Automatic identification system, identify and Tracking system, track tags attached to objects. An RFID system consists of a tiny radio transponder called a tag, ...
(RFID) and point-of-sales
data analytics Analytics is the systematic computational analysis of data or statistics. It is used for the discovery, interpretation, and communication of meaningful patterns in data, which also falls under and directly relates to the umbrella term, data sci ...
, this situation has improved little over the past decades.


Causes

Recent surveys on retail out-of-stocks suggest that instore operations are fundamental to reducing retail out-of-stocks.Gruen, Thomas W., Daniel Corsten and Sundar Bharadwaj (2002)
''Retail Out of Stocks: A Worldwide Examination of Causes, Rates, and Consumer Responses''
Washington, D.C.: Grocery Manufacturers of America
Around 70-90% of stockouts are caused by defective shelf replenishment practices, as opposed to the 10-30% resulting from the upstream supply chain, such as a shortage of supply from a supplier. This broad knowledge offers retailers the opportunity to improve on-shelf availability through internal measures. However, it requires a detailed understanding of the causes of out-of-stocks. A shortage of
working capital Working capital (WC) is a financial metric which represents operating liquidity available to a business, organisation, or other entity, including governmental entities. Along with fixed assets such as plant and equipment, working capital is consi ...
may limit the value of orders that can be placed each month. This could be caused by poor cash flow management or other inventory issues such as too much cash tied up in high levels of excess.


Shopper response

Stockouts frustrate shoppers and force them to take a number of corrective actions that are beyond the retailer's control. Understanding how consumers respond to stockouts is therefore the starting point for retailers who wish to improve on-shelf availability. When shoppers are unable to find an item that they had intended to purchase, they might switch stores, purchase substitute items (brand switch, size switch, category switch), postpone their purchase or decide not to buy the item at all. Although these responses differ in severity, each entails negative consequences for retailers. Stockouts cause lost sales, dissatisfy shoppers, diminish store loyalty, jeopardize marketing efforts, and obstruct sales planning, because substitution disguises true demand. Moreover, shopper surveys reveal stockouts to currently be the most prevalent annoyance to shoppers. Shoppers spend a considerable amount of time looking for and asking for out-of-stock items. Shopper response to stockouts has been investigated by researchers with respect to cognitive response (e.g. perceived availability), affective response (e.g. store satisfaction), behavioral response (e.g. brand switching) and aggregated response in terms of category sales effects. Studies find shopper response to out-of stocks depends on brand-related antecedents (e.g. brand equity), product and category-related antecedents (hedonic level), store-related antecedents (e.g. service or price-oriented), shopper-related antecedents (e.g. shopper age) and situational antecedents (e.g. purchase urgency).


Impact

Depending on the shopper response to an out-of-stock, manufacturer and retailer incur various losses. Both manufacturer and retailer face a direct loss of the potential sale when a consumer faces an out-of-stock because the shopper purchases the item at another store or does not purchase it at all. Additionally, when a substitution is made, the retailer also loses an additional portion of the potential sale because the shopper tends to switch to smaller and/or cheaper substitutes. In addition to the direct losses, both the retailer and the manufacturer incur additional indirect losses due to decreased customer satisfaction that results in less overall reliance on the particular retailers and brands. When an out-of-stock leads to purchase at another store, this provides the consumer an opportunity to try a different store. Consumer behavior theory argues that trial precedes adoption, and, thus, an out-of-stock sets the stage for possible permanent store switching. When an out-of-stock leads to purchase of a competing brand, the consumer trial can lead to possible permanent brand switching as well. Research findings show that a typical retailer loses about 4 percent of sales due to having items out-of-stock. A loss of sales of 4 percent translates into an earnings per share loss of about $0.012 (1.2 cents) for the average firm in the grocery retailing sector, where the average earnings per share, already is about $0.25 (25 cents) per year.


Identifying and reducing retail out-of-stocks

Identification of stock levels can reduce out-of-stocks. The traditional method is to perform a manual audit of the store and manually look for "gaps" on the shelves. Due to differing sales velocities and replenishment schedules, the effectiveness of manual stockout audits depends heavily on their frequency and timing, and on avoiding human counting errors. A second method makes use of point-of-sale data or, more specifically, scanner data. Based upon historical sales data, the latency period between sales is taken as a gauge of whether an item is on the shelf. It is a preferred method for investigating fast-selling retail items, such as soda cans. Out-of-stocks may also be identified by using inventory data, depending on its accuracy. Finally, various types of technology, such as RFID, shelf stoppers and weight or light sensors, can be used. A future-prediction report issued by
Accenture Accenture plc is a global multinational professional services company originating in the United States and headquartered in Dublin, Ireland, that specializes in information technology (IT) services and management consulting. It was founded in 1 ...
in 2015 anticipated that "smart shelves" in stores will detect and report when inventory is running low.Gregory, J.
The Internet of Things: Revolutionizing the Retail Industry
''Accenture'', p. 3, accessed on 22 January 2025
However, these technologies are so far not equipped to monitor the condition of the retail items (e.g. undamaged labels).


See also

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Safety stock Safety stock is a term used by logistics, logisticians to describe a level of extra inventory, stock which is maintained to mitigate the risk of stockouts, which can be caused, for example, by shortfalls in raw material availability or uncertainty ...
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Service level Service level measures the performance of a system, service or supply. Certain goals are defined and the service level gives the percentage to which those goals should be achieved. Examples of service level: * Percentage of calls answered in a ca ...


References

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