The Fastest Growing and Declining E-commerce Categories
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The Pandemic Economy: What are Shoppers Buying Online During COVID-19?



Ecommerce category growth during covid-19 pandemic

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The Fastest Growing and Declining E-Commerce Categories

The COVID-19 pandemic is having a significant impact on every aspect of life, including how people shop for their necessities, and their not-so-necessities.

With online retail sales estimated to reach an eye-watering $6.5 trillion by 2023, the ecommerce sector was already booming. But since the outbreak, online shopping has been catapulted into complete overdrive. Even the largest retailers on the planet are struggling to keep up with the unprecedented consumer demand—but what exactly are people buying?

To answer this question, retail intelligence firm Stackline analyzed ecommerce sales across the U.S. and compiled a list of the fastest growing and declining ecommerce categories (March 2020 vs. March 2019) with surprising results.

The Frenzy of Buyer Behavior

As people come to terms with their new living situations, their buying behavior has adapted to suit their needs. While panic buying may have slowed in some countries, consumers continue to stock up on supplies, or “pandemic pantry products”.

Many consumers are also using their newfound time to focus on their health, with 85% of consumers taking up some kind of exercise while in social isolation, and 40% of them saying they intend to keep it up when restrictions are lifted.

These changing behaviors have resulted in a number of product categories experiencing a surge in demand — and although a lot of them are practical, others are wonderfully weird.

The Fastest Growing Categories

While the below list features several shelf-stable items, it seems as though consumers are taking matters into their own hands, with bread making machines sitting in second place and retailers selling out of their top models.

It’s clear from the list that consumers are considering positive changes to their lifestyle while in isolation, as fitness, smoking cessation, and respiratory categories are all experiencing growth.

Explore the 100 fastest growing product categories below:

RankCategory% Change in March (2020 vs. 2019)
#1Disposable Gloves670%
#2Bread Machines652%
#3Cough & Cold535%
#5Dried Grains & Rice386%
#6Packaged Foods377%
#7Fruit Cups326%
#8Weight Training307%
#9Milk & Cream279%
#10Dishwashing Supplies275%
#11Paper Towels264%
#12Hand Soap & Sanitizer262%
#16Facial Tissues235%
#17Allergy Medicine232%
#18Women’s Health215%
#20Power Generators210%
#21Laundry Supplies200%
#22Household Cleaners195%
#23Soap & Body Wash194%
#24Toilet Paper190%
#25Jerky & Dried Meats187%
#26Chips & Pretzels186%
#28Health Monitors182%
#30Computer Monitors172%
#31Fitness Equipment170%
#32Single Vitamins166%
#33Nut & Seed Butters163%
#34Cat Food162%
#35Fruit Snacks162%
#36Baby Care Products162%
#38Baking Mixes160%
#39Toilet Accessories160%
#40Dog Food159%
#42Yoga Equipment154%
#43Bottled Beverages153%
#44Baby Meals153%
#46Digestion & Nausea144%
#47Snack Foods141%
#48Herbal Supplements136%
#49Cooking Oils135%
#51Incontinence & Tummy129%
#53Cat Litter125%
#54Training Pads and Trays125%
#56Smoking Cessation122%
#57Dried Fruit & Raisins120%
#58Salt & Pepper Seasoning118%
#59Craft Kits & Projects117%
#61Trash Bags116%
#62Nuts & Seeds116%
#63Hair Coloring115%
#64Sauce & Gravy115%
#65Deli Foods114%
#67Breads & Bakery114%
#70First Aid108%
#71Nail Care108%
#73Art Paint104%
#74Office Chairs104%
#76Jams, Jellies & Spreads102%
#78Spices & Seasoning100%
#79Skin Care99%
#80Pain Relievers99%
#81Cooking Vinegars98%
#82Air Purifiers97%
#83Granola & Nutrition Bars97%
#84Pudding & Gelatin97%
#85Toy Clay & Dough95%
#86Single Spices95%
#87Bird Food & Treats91%
#88Lab & Science Products90%
#89Eczema & Psoriasis90%
#90Ping Pong89%
#92Baking Ingredients84%
#93Energy Supplements84%
#95Office Desks82%
#96Potty Training Supplies82%
#97Herbs, Spices & Seasonings82%
#98Keyboard & Mice80%
#99Body Lotion79%

Interestingly, toilet paper has seen more growth than baby care products, and cured meats have seen more growth than water. But while some categories are experiencing a drastic increase in demand, others are slumping in the pandemic economy.

The Fastest Declining Categories

An unprecedented wave of event and vacation cancellations is having a huge impact on the products people consume. For instance, luggage and suitcases, cameras, and men’s swimwear have all seen a dip in sales.

See the full list of 100 fastest declining categories below:

RankCategory% Change in March (2020 vs. 2019)
#1Luggage & Suitcases-77%
#4Men’s Swimwear-64%
#5Bridal Clothing-63%
#6Men's Formal Wear-62%
#7Women’s Swimwear-59%
#8Rash Guards-59%
#9Boy’s Athletic Shoes-59%
#10Gym Bags-57%
#12Snorkelling Equipment-56%
#13Girl’s Swimwear-55%
#14Baseball Equipment-55%
#15Event & Party Supplies-55%
#16Motorcycle Protective Gear-55%
#17Camera Bags & Cases-54%
#18Women’s Suits & Dresses-53%
#19Women’s Boots-51%
#20Cargo Racks-51%
#21Women’s Sandals-50%
#23Boy's Active Clothing-50%
#24Lunch Boxes-50%
#25Store Fixtures & Displays-50%
#26Automotive Mats-50%
#27Men’s Outerwear-49%
#28Watches & Accessories-49%
#29Cargo Bed Covers-48%
#30Track & Field Equipment-48%
#31Ceiling Lighting-47%
#32Camera Lenses-47%
#33Girl’s Coats and Jackets-47%
#34Women’s Hats & Caps-47%
#35Women's Outerwear-47%
#36Video Cameras-46%
#37Wheels & Tires-46%
#38Motorcycle Parts-45%
#39Women’s Wallets-45%
#40Shocks & Struts-44%
#41Transmission & Parts-44%
#42Girl’s Athletic Shoes-44%
#43Women’s Shoes-44%
#45Sunglasses & Eyeglasses-43%
#46Men’s Tops-41%
#47Video Projectors-40%
#48Men’s Athletic Shoes-40%
#49Marine Electronics-40%
#50Hand Tools-40%
#51Wine Racks-40%
#52Men's Shoes-40%
#54Baby Girl’s Shoes-39%
#56Men’s Boots-39%
#58Camping Equipment-39%
#59Men’s Bottoms-38%
#60Cell Phones-38%
#61Tool Storage & Organizers-38%
#63Swimming Equipment-37%
#64Men’s Hats & Caps-37%
#65Girl’s Shoes-37%
#66Industrial Tools-36%
#69Classroom Furniture-35%
#70Bar & Wine Tools-35%
#71Glassware & Drinkware-35%
#72Musical Instruments-34%
#73Power Winches-34%
#74Home Bar Furniture-34%
#75Office Storage Supplies-34%
#76Girl's Active Clothing-34%
#77Women’s Tops-34%
#78Braces, Splints & Supports-34%
#79Car Anti-theft-34%
#81Blankets & Quilts-33%
#82Women's Athletic Shoes-33%
#83Kitchen Sinks-33%
#84Golf Clubs-33%
#85Equestrian Equipment-33%
#86GPS & Navigation-32%
#87Recording Supplies-32%
#88Home Audio-32%
#89Boy's Accessories-32%
#91Dining Sets-31%
#93Boy's Shoes-31%
#94Volleyball Equipment-31%
#97Sanders & Grinders-30%
#98Men's Activewear-29%
#99Living Room Furniture-29%
#100Climbing & Hiking Bags-28%

Regardless of which list a product falls under, it is clear that the pandemic has impacted retailers of every kind in both positive and negative ways.

The New Normal?

Officially the world’s largest retailer, Amazon has announced it can no longer keep up with consumer demand. As a result, it will be delaying the delivery of non-essential items, or in some cases not taking orders for non-essentials at all.

This presents a double-edged sword, as the new dynamic that is bringing some retailers unprecedented demand could also bring about an untimely end for others.

Meanwhile, the question remains: will this drastic change in consumer behavior stabilize once we flatten the curve, or is this our new normal?

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Visualizing China’s $18 Trillion Economy in One Chart

China’s economy reached a GDP of 114 trillion yuan ($18 trillion) in 2021, well above government targets. What sectors drove that growth?



Visualizing China's Economy By Sector in 2021 Shareable

Visualizing China’s $18 Trillion Economy in 2021

China is the world’s second largest economy after the U.S., and it is expected to eventually climb into the number one position in the coming decades.

While China’s economy has had a much rockier start this year due to zero-tolerance COVID-19 lockdowns and supply chain issues, our visualization covers a full year of data for 2021⁠—a year in which most economies recovered after the initial chaos of the pandemic.

In 2021, China’s Gross Domestic Product (GDP) reached ¥114 trillion ($18 trillion in USD), according to the National Bureau of Statistics. The country’s economy outperformed government targets of 6% growth, with the overall economy growing by 8.1%.

Let’s take a look at what powers China’s modern economy.

Breaking Down China’s Economy By Sector

Sector2021 Total GDP
2021 Total GDP
% Share
Wholesale and Retail Trades¥10.5T$1.7T9.2%
Farming, Forestry, Animal Husbandry, and Fishery¥8.7T$1.4T7.6%
Real Estate¥7.8T$1.2T6.9%
Transport, Storage, and Post¥4.7T$0.7T4.1%
Information Transmission, Software and IT Services¥4.4T$0.7T3.9%
Renting & Leasing Activities and Business Services¥3.5T$0.6T3.1%
Accommodation and Restaurants¥1.8T$0.3T1.6%

Industrial production—activity in the manufacturing, mining, and utilities sectors—is by far the leading driver of China’s economy. In 2021, the sector generated ¥37.3 trillion, or one-third of the country’s total economic activity.

Despite a slowdown in December, wholesale and retail trades also performed strongly in 2021. As the main gauge of consumption, it was affected by lockdown measures and the spread of the COVID-19 Omicron variant towards the end of the year, but still rose by double digits, reaching a total of ¥10.5 trillion*.

“Other services”, which includes everything from scientific research and development to education and social services, generated 16% of China’s total economy in 2021, or ¥18.1 trillion.

*Editor’s note: At time of publishing, China’s government seems to have since adjusted this number to ¥11.0 trillion, which is not consistent with the original data set provided, but worth noting.

Where is China’s GDP Headed?

China’s economy recovered noticeably faster than most major economies last year, and as the overall trend below shows, the country has grown consistently in the years prior.

Visualizing China's GDP Growth

Before the pandemic hit, China’s quarterly GDP growth had been quite stable at just above 5%.

After the initial onset of COVID-19, the country’s economy faltered, mirroring economies around the globe. But after a strong recovery into 2021, resurging cases caused a new series of crackdowns on the private sector, slowing down GDP growth considerably.

With the slowdown continuing into early 2022, China’s economic horizon still looks uncertain. The lockdown in Shanghai is expected to continue all the way to June 1st, and over recent months there have been hundreds of ships stuck outside of Shanghai’s port as a part of ongoing supply chain challenges.

China’s Zero-COVID Policy: Good or Bad for the Economy?

While every country reacted to the COVID-19 pandemic differently, China adopted a zero-COVID policy of strict lockdowns to control cases and outbreaks.

For most of 2021, the policy didn’t deter GDP growth. Despite some major cities fully or partially locked down to control regional outbreaks, the country’s economy still paced well ahead of many other major economies.

But the policy faced a challenge with the emergence of the Omicron variant. Despite lockdowns and an 88% vaccination rate nationally, seven out of China’s 31 provinces and all of the biggest cities have reported Omicron cases.

And China’s zero-COVID policy has not affected all sectors equally. Industrial production rose by more than 10% in the first 11 months of 2021, despite city lockdowns around the country. That’s because many factories in China are in suburban industrial parks outside the cities, and employees often live nearby.

But many sectors like hotels and restaurants have been more severely affected by city lockdowns. Many global economies are starting to transition to living with COVID, with China remaining as one of the last countries to follow a zero-COVID policy. Does that ensure the country’s economy will continue to slow in 2022, or will China manage to recover and maintain one of the world’s fastest growing economies?

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Charted: U.S. Consumer Debt Approaches $16 Trillion

Robust growth in mortgages has pushed U.S. consumer debt to nearly $16 trillion. Click to gain further insight into the situation.



Charted: U.S. Consumer Debt Approaches $16 Trillion

According to the Federal Reserve (Fed), U.S. consumer debt is approaching a record-breaking $16 trillion. Critically, the rate of increase in consumer debt for the fourth quarter of 2021 was also the highest seen since 2007.

This graphic provides context into the consumer debt situation using data from the end of 2021.

Housing Vs. Non-Housing Debt

The following table includes the data used in the above graphic. Housing debt covers mortgages, while non-housing debt covers auto loans, student loans, and credit card balances.

DateHousing Debt
(USD trillions)
Non-Housing Debt
(USD trillions)
Total Consumer Debt
(USD trillions)
Q1 20035.182.057.23
Q2 20035.342.047.38
Q3 20035.452.107.55
Q4 20035.962.108.06
Q1 20046.172.138.30
Q2 20046.342.128.46
Q3 20046.642.208.84
Q4 20046.832.229.05
Q1 20057.012.199.20
Q2 20057.232.269.49
Q3 20057.452.359.80
Q4 20057.672.3410.01
Q1 20068.022.3610.38
Q2 20068.352.4010.75
Q3 20068.652.4611.11
Q4 20068.832.4811.31
Q1 20079.032.4611.49
Q2 20079.332.5311.86
Q3 20079.562.5812.14
Q4 20079.752.6312.38
Q1 20089.892.6512.54
Q2 20089.952.6512.60
Q3 20089.982.6912.67
Q4 20089.972.7112.68
Q1 20099.852.6812.53
Q2 20099.772.6312.40
Q3 20099.652.6212.27
Q4 20099.552.6212.17
Q1 20109.532.5812.11
Q2 20109.382.5511.93
Q3 20109.282.5611.84
Q4 20109.122.5911.71
Q1 20119.182.5811.76
Q2 20119.142.5811.72
Q3 20119.042.6211.66
Q4 20118.902.6311.53
Q1 20128.802.6411.44
Q2 20128.742.6411.38
Q3 20128.602.7111.31
Q4 20128.592.7511.34
Q1 20138.482.7511.23
Q2 20138.382.7711.15
Q3 20138.442.8511.29
Q4 20138.582.9411.52
Q1 20148.702.9611.66
Q2 20148.623.0211.64
Q3 20148.643.0711.71
Q4 20148.683.1611.84
Q1 20158.683.1711.85
Q2 20158.623.2411.86
Q3 20158.753.3112.06
Q4 20158.743.3712.11
Q1 20168.863.3912.25
Q2 20168.843.4512.29
Q3 20168.823.5412.36
Q4 20168.953.6312.58
Q1 20179.093.6412.73
Q2 20179.143.6912.83
Q3 20179.193.7712.96
Q4 20179.323.8213.14
Q1 20189.383.8513.23
Q2 20189.433.8713.30
Q3 20189.563.9513.51
Q4 20189.534.0113.54
Q1 20199.654.0213.67
Q2 20199.814.0613.87
Q3 20199.844.1313.97
Q4 20199.954.2014.15
Q1 202010.104.2114.31
Q2 202010.154.1214.27
Q3 202010.224.1414.36
Q4 202010.394.1714.56
Q1 202110.504.1414.64
Q2 202110.764.2014.96
Q3 202110.994.2415.23
Q4 202111.254.3415.59

Source: Federal Reserve

Trends in Housing Debt

Home prices have experienced upward pressure since the beginning of the COVID-19 pandemic. This is evidenced by the Case-Shiller U.S. National Home Price Index, which has increased by 34% since the start of the pandemic.

Driving this growth are various pandemic-related impacts. For example, the cost of materials such as lumber have seen enormous spikes. We’ve covered this story in a previous graphic, which showed how many homes could be built with $50,000 worth of lumber. In most cases, these higher costs are passed on to the consumer.

Another key factor here is mortgage rates, which fell to all-time lows in 2020. When rates are low, consumers are able to borrow in larger quantities. This increases the demand for homes, which in turn inflates prices.

Ultimately, higher home prices translate to more mortgage debt being incurred by families.

No Need to Worry, Though

Economists believe that today’s housing debt isn’t a cause for concern. This is because the quality of borrowers is much stronger than it was between 2003 and 2007, in the years leading up to the financial crisis and subsequent housing crash.

In the chart below, subprime borrowers (those with a credit score of 620 and below) are represented by the red-shaded bars:

Mortgage originations by Credit Score

We can see that subprime borrowers represent very little (2%) of today’s total originations compared to the period between 2003 to 2007 (12%). This suggests that American homeowners are, on average, less likely to default on their mortgage.

Economists have also noted a decline in the household debt service ratio, which measures the percentage of disposable income that goes towards a mortgage. This is shown in the table below, along with the average 30-year fixed mortgage rate.

YearMortgage Payments as a % of Disposable IncomeAverage 30-Year Fixed Mortgage Rate

Source: Federal Reserve

While it’s true that Americans are less burdened by their mortgages, we must acknowledge the decrease in mortgage rates that took place over the same period.

With the Fed now increasing rates to calm inflation, Americans could see their mortgages begin to eat up a larger chunk of their paycheck. In fact, mortgage rates have already risen for seven consecutive weeks.

Trends in Non-Housing Consumer Debt

The key stories in non-housing consumer debt are student loans and auto loans.

The former category of debt has grown substantially over the past two decades, with growth tapering off during the pandemic. This can be attributed to COVID relief measures which have temporarily lowered the interest rate on direct federal student loans to 0%.

Additionally, these loans were placed into forbearance, meaning 37 million borrowers have not been required to make payments. As of April 2022, the value of these waived payments has reached $195 billion.

Over the course of the pandemic, very few direct federal borrowers have made voluntary payments to reduce their loan principal. When payments eventually resume, and the 0% interest rate is reverted, economists believe that delinquencies could rise significantly.

Auto loans, on the other hand, are following a similar trajectory as mortgages. Both new and used car prices have risen due to the global chip shortage, which is hampering production across the entire industry.

To put this in numbers, the average price of a new car has climbed from $35,600 in 2019, to over $47,000 today. Over a similar timeframe, the average price of a used car has grown from $19,800, to over $28,000.

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