The Minneapolis Minimum Wage Increase Baseline Report
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1 The Minneapolis Minimum Wage Increase Baseline Report Loukas Karabarbounis, Jeremy Lise, and Anusha Nath September 13, 2018 Karabarbounis: University of Minnesota, Federal Reserve Bank of Minneapolis, and NBER; Lise: University of Minnesota and Federal Reserve Bank of Minneapolis; Nath: Federal Reserve Bank of Minneapolis; This presentation is based on a report that has been commissioned by the City of Minneapolis. The views expressed herein are those of the authors and not necessarily those of the Federal Reserve Bank of Minneapolis or the Federal Reserve System.
2 Background Minneapolis increase in minimum wage: 10 dollars starting on January 2018 (large businesses). 15 dollars by 2022 (large businesses) or 2024 (small businesses). City commissioned FRB of Minneapolis to study impacts of the minimum wage increase. Baseline report establishes trends in various economic indicators prior to minimum wage increase. 1 / 12
3 Outline of this presentation 1 Employment. 2 Wage. 3 Worker turnover rates. 4 Establishment and firms. 5 Workers potentially affected by minimum wage increase. 6 Restaurant services industry. 2 / 12
4 1. Employment 1 Strong employment growth since early 2010s. 2 Employment across industries: Faster growth: accomm./food, education, health, prof. services. Slower growth: information, manufacturing, wholesale. 3 Employment across groups of workers: Faster growth: low educated, older, Asian, Black, Hispanic. Slower growth: younger, White. 3 / 12
5 2. Real wage (wage adjusted for inflation) 1 Real wage growth relatively steady since the 2000s. 2 Real wage across industries: Faster growth: prof. services, wholesale. Slower growth: education, health, manufacturing, retail. 3 Real wage across groups of workers: Faster growth: low educated, older, Asian, White. Negative growth (and some recovery post 2011): younger, Black. 4 / 12
6 3. Worker turnover rates (hiring and separations) 1 Turnover rates have declined since the 2000s. 2 Turnover rates across industries: High: accomm./food, admin. services, recreation. Low: manufacturing, utilities. 3 Turnover rates across groups of workers: High: low educated, younger, Black, Hispanic. Low: high educated, older, White. 5 / 12
7 4. Establishments and firms 1 Declining establishment number since 2000 (measurement issues). 2 Number of establishments across industries: Decreasing: finance, manufacturing, wholesale. Increasing: accomm./food, health. 3 Employment trends across firms of different size: Employment in smaller firms declined in the 2000s. 4 Wage across firms of different size: Wage in smaller firms: lower and declined since Wage in larger firms: higher and increased since / 12
8 5. Workers affected by minimum wage increase Affected : Minneapolis workers earning less than wage threshold. Threshold: 115% times average min wage of large and small firms threshold: 12.36$ = 1.15 (11.25$ $)/ threshold: 16.96$ = 1.15 (15.00$ $)/2. Workers earning below thresholds, assuming nothing else changes: 52,000 workers in (16% of 326,000) 78,000 workers in (24% of 326,000) 7 / 12
9 Demographics of affected workers Wage Threshold 12.36$ 16.96$ Percent Below Threshold All Less than high school High school College 8 14 Younger than White Black or African-American All other / 12
10 Industries of affected workers Wage Threshold 12.36$ 16.96$ Percent of Workers Percent Below Threshold All Manufacturing Retail Finance and Insurance Prof., Sc., and Tech Administrative Services Education Health Accomm. and Food Services Restaurants Other Services Public Administration / 12
11 Occupations of affected workers Wage Threshold 12.36$ 16.96$ Percent of Workers Percent Below Threshold All Nurses, Therapists, Veterinarians Social, Health Educ., Community Serv Computer, Inf., Developers, Analysts Animal Care, Supervisors Service Food Preparation, Serving, Bartenders Postsecondary Teachers Janitors, Maids, Ground Maintenance Secondary and Less Teachers Retail Sales, Cashiers Lawyers, Judges, Judicial, Paralegal Machinists, Operators, Tenders / 12
12 6. Trends in restaurant services in Minneapolis Minimum wage increase impacts majority of restaurant workers. 1 Number of establishments: Full-service: increasing smoothly since Limited-service: slower rise, especially after Employment: Full-service: increasing since 2000, higher growth in the 2010s. Limited-service: slower increase. 3 Real wage: Full-service: relatively flat in the 2000s, increasing after Limited-service: relatively flat in the 2000s, increasing after / 12
13 Future plans Future reports will assess various effects of minimum wage. 1 Methodological challenges: What would have happened without the minimum wage increase ( counterfactual )? Please be patient, effects may take a while to show up (if at all). 2 Data challenges: Getting data access from some state agencies. Data may be coming with lags. 12 / 12
14 Appendix Slides
15 Other results Regional comparison of employment trends. Regional comparison of wage trends. Statistics of wage distribution in Minneapolis. Regional unemployment rates. Regional industry composition of employment. Trends in non-hospital care industry in Minneapolis.
16 Employment in Minneapolis (thousands of jobs) Total Employment Source: Quarterly Census of Employment and Wages.
17 Employment in Minneapolis across industries Employment [2015(Q1)=1] Employment [2015(Q1)=1] Total Construction Manufactuting Wholesale Retail Acc. and Food Total Information Finance Prof. Services Education Health Source: Quarterly Census of Employment and Wages. Employment index 2015(1)=1.
18 Employment across educational groups Employment [2015(Q1)=1] Employment [2015(Q1)=1] (a) Less than high school (b) High school Employment [2015(Q1)=1] Employment [2015(Q1)=1] (c) Some college (d) College or more Source: Quarterly Workforce Indicators. Employment index 2015(1)=1.
19 Employment across age groups Employment [2015(Q1)=1] Employment [2015(Q1)=1] (a) Workers age (b) Workers age Employment [2015(Q1)=1] Employment [2015(Q1)=1] (c) Workers age (d) Workers age Source: Quarterly Workforce Indicators. Employment index 2015(1)=1.
20 Employment across racial and ethnic groups Employment [2015(Q1)=1] Employment [2015(Q1)=1] (a) White (b) Black or African-American Employment [2015(Q1)=1] Employment [2015(Q1)=1] (c) Asian (d) Hispanic or Latino Source: Quarterly Workforce Indicators. Employment index 2015(1)=1.
21 Real wage in Minneapolis Real Wage Source: Quarterly Census of Employment and Wages. Real wage in 2015 dollars.
22 Real wage in Minneapolis across industries Real Wage [2015(Q1)=1] Real Wage [2015(Q1)=1] Total Construction Manufactuting Wholesale Retail Acc. and Food Total Information Finance Prof. Services Education Health Source: Quarterly Census of Employment and Wages. Real wage index 2015(1)=1.
23 Real wage across educational groups Real Wage [2015(Q1)=1] Real Wage [2015(Q1)=1] (a) Less than high school (b) High school Real Wage [2015(Q1)=1] Real Wage [2015(Q1)=1] (c) Some college (d) College or more Source: Quarterly Workforce Indicators. Real wage index 2015(1)=1.
24 Real wage across age groups Real Wage [2015(Q1)=1] Real Wage [2015(Q1)=1] (a) Workers age (b) Workers age Real Wage [2015(Q1)=1] Real Wage [2015(Q1)=1] (c) Workers age (d) Workers age Source: Quarterly Workforce Indicators. Real wage index 2015(1)=1.
25 Real wage across racial and ethnic groups Real Wage [2015(Q1)=1] Real Wage [2015(Q1)=1] (a) White (b) Black or African-American Real Wage [2015(Q1)=1] Real Wage [2015(Q1)=1] (c) Asian (d) Hispanic or Latino Source: Quarterly Workforce Indicators. Real wage index 2015(1)=1.
26 Turnover rates across industries Turnover Turnover (a) Total Private (b) Health Turnover Turnover (c) Accommodation and Food (d) Retail Source: Quarterly Workforce Indicators.
27 Turnover rates across educational groups Turnover Turnover (a) Less than high school (b) High school Turnover Turnover (c) Some college (d) College or more Source: Quarterly Workforce Indicators.
28 Turnover rates across age groups Turnover Turnover (a) Workers age (b) Workers age Turnover Turnover (c) Workers age (d) Workers age Source: Quarterly Workforce Indicators.
29 Turnover rates across racial and ethnic groups Turnover Turnover (a) White (b) Black or African-American Turnover Turnover (c) Asian (d) Hispanic or Latino Source: Quarterly Workforce Indicators.
30 Number of establishments in Minneapolis Total Establishments Source: Quarterly Census of Employment and Wages.
31 Establishments in Minneapolis across industries Establishments [2015(Q1)=1] Establishments [2015(Q1)=1] Total Construction Manufactuting Wholesale Retail Acc. and Food Total Information Finance Prof. Services Education Health Source: Quarterly Census of Employment and Wages. Establishment index 2015(1)=1.
32 Employment across firm size groups Employment [2015(Q1)=1] Employment [2015(Q1)=1] (a) 0-19 employees (b) employees Employment [2015(Q1)=1] Employment [2015(Q1)=1] (c) employees (d) 500+ employees Source: Quarterly Workforce Indicators. Employment index 2015(1)=1.
33 Real wage across firm size groups Real Wage (2015) Real Wage (2015) (a) 0-19 employees (b) employees Real Wage (2015) Real Wage (2015) (c) employees (d) 500+ employees Source: Quarterly Workforce Indicators. Real wage in 2015 dollars.
34 Number of restaurants Number of Restaurants Number of Restaurants Full Service Limited Service Full Service Limited Service (a) Minneapolis (b) Saint Paul Source: Quarterly Census of Employment and Wages.
35 Employment in restaurants (thousands of jobs) Employment in Restaurants Employment in Restaurants Full Service Limited Service Full Service Limited Service (a) Minneapolis (b) Saint Paul Source: Quarterly Census of Employment and Wages.
36 Real wage in restaurants Real Wage (2015) in Restaurants Real Wage (2015) in Restaurants Full Service Limited Service Full Service Limited Service (a) Minneapolis (b) Saint Paul Source: Quarterly Census of Employment and Wages. Real wage in 2015 dollars.
37 Hypothetical data Employment different pre-2018 growing for other reasons? different pre Minneapolis Area A Area B Minneapolis minimum wage changes in No minimum wage changes in Areas A and B.
38 Constructing the counterfactual Employment counterfactual observed Minneapolis Control group Control group weights Area A by 2/3 and Area B by 1/3 to match pre-2018 employment.
39 Employment in Minneapolis and bordering areas Total Employment [2015(Q1)=1] Minneapolis Saint Paul Other Bordering Source: Quarterly Census of Employment and Wages. Employment index 2015(1)=1.
40 Real wage in Minneapolis and bordering areas Real Wage [2015(Q1)=1] Minneapolis Saint Paul Other Bordering Source: Quarterly Census of Employment and Wages. Real wage index 2015(1)=1.
41 Statistics of Minneapolis wage (estimated, 2018) percentiles (2018 dollars) p10 p25 p50 p90 All workers Less than high school High school Some college College Younger than White Black or African-American All other
42 Industry composition of employment across regions (percent of total) Minnesota Hennepin Minneapolis St. Paul Utilities Construction Manufacturing Wholesale Retail Transportation Information Finance and Insurance Real Estate Prof., Sc., and Tech Management Administrative Services Education Health Arts and Entertainment Acc. and Food Services Other Services Public Administration
43 Regional unemployment rates Unemployment Rate Unemployment Rate Minnesota 7 County Region Minneapolis Minneapolis Saint Paul Source: Local Unemployment Area Statistics.
44 Nursing and residential care in Minneapolis Employment Real Wage (2015) Nursing care Residential care Nursing care Residential care Health sector Source: Quarterly Census of Employment and Wages. Real wage in 2015 dollars.
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