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City of South Bend Disparity Study 2020 <br />a. City spending across another 72 NAICS codes comprised 15.57 percent of all spending. The entire list <br />of NAICS codes is contained in Appendix D. <br />Source. CHA analysis of City of South Bend data <br />To determine the relevant geographic market area, we applied the well <br />accepted standard of identifying the firm locations that account for at least 75 <br />percent of contract and subcontract dollar payments in the contract data file.l <br />Location was determined by ZIP code and aggregated into counties as the geo- <br />graphic unit. Spending in Indiana accounted for 81.9 percent of all contract <br />dollars paid in the City's unconstrained product market. Upon further investi- <br />1. National Academies of Sciences, Engineering, and Medicine 2010, Guidelines for Conducting a Disparity and Availability <br />Studyfor the Federal DBE Program, P. 49. Washington, DC: The National Academies Press. ttps://doi.org/10.17226/ <br />14346. ("National Disparity Study Guidelines"). <br />01010 Colette Holt & Associates, All Rights Reserved. <br />Pct Total <br />Cumulative Pct <br />NAICS <br />NAICS ..- Description <br />Contract <br />Total Contract <br />Dollars <br />Dollars <br />423830 <br />Industrial Machinery and Equipment Merchant <br />1.67% <br />69.09% <br />Wholesalers <br />Computer and Computer Peripheral Equipment and <br />423430 <br />1.67% <br />70.76% <br />Software Merchant Wholesalers <br />336120 <br />Heavy Duty Truck Manufacturing <br />1.46% <br />72.22% <br />Construction and Mining (except Oil Well) Machinery <br />423810 <br />and Equipment Merchant Wholesalers <br />1.46% <br />73.68% <br />238140 <br />Masonry Contractors <br />1.41% <br />75.10% <br />Measuring, Dispensing, and Other Pumping Equipment <br />335999 <br />Manufacturing <br />1.29% <br />76.39% <br />561730 <br />Landscaping Services <br />1.28% <br />77.67% <br />238160 <br />Roofing Contractors <br />1.19% <br />78.86% <br />Poured Concrete Foundation and Structure <br />238110 <br />1.18% <br />80.05% <br />Contractors <br />Totalizing Fluid Meter and Counting Device <br />334514 <br />1.12% <br />81.17% <br />Manufacturing <br />541511 <br />Custom Computer Programming Services <br />1.11% <br />82.28% <br />541320 <br />Landscape Architectural Services <br />1.08% <br />83.36% <br />Motor Vehicle Supplies and New Parts Merchant <br />423120 <br />Wholesalers <br />1.07% <br />84.43% <br />TOTAL <br />100 .0%3 <br />a. City spending across another 72 NAICS codes comprised 15.57 percent of all spending. The entire list <br />of NAICS codes is contained in Appendix D. <br />Source. CHA analysis of City of South Bend data <br />To determine the relevant geographic market area, we applied the well <br />accepted standard of identifying the firm locations that account for at least 75 <br />percent of contract and subcontract dollar payments in the contract data file.l <br />Location was determined by ZIP code and aggregated into counties as the geo- <br />graphic unit. Spending in Indiana accounted for 81.9 percent of all contract <br />dollars paid in the City's unconstrained product market. Upon further investi- <br />1. National Academies of Sciences, Engineering, and Medicine 2010, Guidelines for Conducting a Disparity and Availability <br />Studyfor the Federal DBE Program, P. 49. Washington, DC: The National Academies Press. ttps://doi.org/10.17226/ <br />14346. ("National Disparity Study Guidelines"). <br />01010 Colette Holt & Associates, All Rights Reserved. <br />