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. 2022 Sep 20:1–36. Online ahead of print. doi: 10.1007/s11142-022-09717-w

Table 1.

Random Audit Population Industry Composition

Rank 4-Digit NAICS Frequency Description
1 5313 56,412 Activities related to real estate
2 6211 41,992 Offices of physicians
3 5419 35,161 Other professional, scientific, and technical services
4 5311 25,185 Lessors of real estate
5 2389 21,957 Other specialty trade contractors
6 9990 21,233 Unknown
7 5415 20,659 Computer systems design and related services
8 7221 19,561 Full-service restaurants
9 5411 18,106 Legal services
10 8129 17,877 Other personal services
11 8111 17,286 Automotive repair and maintenance
12 5416 16,441 Management, scientific, and technical consulting services
13 2361 15,660 Residential building construction
14 5242 15,632 Agencies, brokerages, and other insurance related activities
15 2382 14,683 Building equipment contractors
16 6212 14,172 Offices of dentists
17 7222 13,355 Limited-service eating places
18 4841 12,915 General freight trucking
19 6213 12,264 Offices of other health practitioners
20 5412 11,848 Accounting, tax preparation, bookkeeping, and payroll services