Monthly Labor Market Report - January 2023

Every day, the Instawork platform handles thousands of transactions involving businesses and hourly professionals, generating a huge amount of data on hourly pay as well as other aspects of the labor market. This report summarizes some of the major trends in demographics, roles, and worker constraints in regions across the United States.

Key points

  • Overall pay for flexible, in-person, hourly work was steady in January and is trending downward so far in advance bookings for February.
  • Regions like Las Vegas that had the biggest increases in flexible work during the holiday period were among those with the least growth in January.
  • Roles with lower growth in December – including runners, line cooks, and dishwashers – recovered strongly in January.
  • Businesses are trying hard to lower pay in building and grounds cleaning after five months of increasingly sharp rises.
  • The shares of male and white workers in the Instawork labor pool continued their increase at a steeper pace, likely a sign that the overall labor market is slowing.

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The data are also compiled into the Instawork Pay Signal Index (PSI) and indexed trends in hourly pay. Because businesses can book shifts in advance on the Instawork platform, the metrics include forward-looking data for the current month as well. Please refer to the appendix for explanations of the methods behind each metric.

30 Jan 2023 Pay Signal Index - national

Recent growth in flexible work

Because flexible work is one of several options that workers might have in the labor market, increases in flexible work may mean decreases in other areas. The following statistics measure differences in shift work booked on the Instawork platform (measured in hours), month over month:

 

Regions with the highest growth of flexible workRegions with the lowest growth of flexible work1. Providence, RI1. Milwaukee, WI2. Phoenix, AZ2. Columbus, OH3. Sacramento, CA3. Las Vegas, NV4. Denver, CO4. Charlotte, NCRoles with the highest growth of flexible workRoles with the lowest growth of flexible work1. Runner1. Warehouse associate - intermediate2. Custodial2. Event setup and takedown3. Line cook3. Housekeeper4. Dishwasher4. Bartender

Technical note: To control for the growth of the Instawork platform, only business locations that have participated for at least two months before the start of the comparison period are included. Changes in hours are included only for roles for which businesses booked shifts during both months.

Demographics of flexible workers

30 Jan 2023 gender breakdown for jobs package
30 Jan 2023 race breakdown for jobs package

Pay Signal Index

30 Jan 2023 Pay Signal Index for building and grounds cleaning
30 Jan 2023 Pay Signal Index for food preparation and serving
30 Jan 2023 Pay Signal Index for personal care and service
30 Jan 2023 Pay Signal Index for production
30 Jan 2023 Pay Signal Index for sales
30 Jan 2023 Pay Signal Index for transportation and material moving

Indexed trends in hourly pay 

30 Jan 2023 pay trend for bartender
30 Jan 2023 pay trend for busser
30 Jan 2023 pay trend for concession or stand worker
30 Jan 2023 pay trend for counter staff or cashier
30 Jan 2023 pay trend for custodial
30 Jan 2023 pay trend for dishwasher
30 Jan 2023 pay trend for event server
30 Jan 2023 pay trend for event setup and takedown
30 Jan 2023 pay trend for general labor
30 Jan 2023 pay trend for line cook
30 Jan 2023 pay trend for prep cook
30 Jan 2023 pay trend for runner
30 Jan 2023 pay trend for warehouse associate - entry level
30 Jan 2023 pay trend for warehouse associate - intermediate

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Methodological Appendix

Instawork PSI (Pay Signal Index)

The PSI gauges the overall direction of changes in hourly pay from month to month, much the way a purchasing managers’ index measures supply chain activity.

To begin, for each month, we measure the average hourly pay offered by each business on our platform for each role in each region. If the business offered shifts for the same role in the same region during the previous month, we record whether the average rose or fell. A rise is recorded as +1, a fall as -1, and no change as 0.

Next we weight this signal by the average number of shifts the business offered for that role across the two months. For example, if the business offered 10 shifts for line cooks in the Houston area during February and 18 shifts for the same role in the same region during March, then the weight would be 14.

We group these weighted signals by the Census Bureau’s occupational categories and take the weighted average for each category. Then we multiply the weighted average by 50 and add it to 50. This yields a PSI between 0 and 100. At 0, the PSI implies that all businesses in the sample offered lower pay. At a PSI of 100, all businesses offered higher pay. At a PSI of 50, businesses that raised or lowered pay did so with equal weight (or loosely, equal numbers of shifts).

At present we cover six major occupational categories. These are the numbers of workers they represented in the Bureau of Labor Statistics’ counts of hourly workers in 2021, and their shares of the total reported number of hourly workers:

Screen Shot 2022-03-28 at 10.43.20 AM

To create a national PSI, we calculate a weighted average by weighting the PSI for each occupational category by its share of hourly workers above. The resulting national PSI represents occupational categories that cover roughly 44% of hourly workers in the American labor force.

Indexed trends in hourly pay

Sample selection for our pay trends is similar to the method for the PSI. Businesses that book shifts for the same role in the same region during consecutive months are the units of observation. For each pair of months, we calculate the change in the average hourly pay offered for the given role in the given region. Examples of roles are line cooks, forklift drivers, and custodial staff.

Next, as for the PSI, we weight the changes in pay by the average number of shifts across the two months. Then we calculate a weighted average of the changes at a national level for each role. To create an indexed trend, we have chosen July 2021 as the starting point, where the indexed hourly pay for each role is set to 100. We then use the monthly changes to map the trend from August 2021 onward.

At present we publish the indexed trends in hourly pay for 14 of the roles staffed on our platform:

Screen Shot 2022-03-28 at 10.47.23 AM

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