Database Proof Substratum: Substratum of Proof LGBTQs Are Mentally Ill: Why Is Your State Red or Blue? Look to the Dominant Occupational Class

Gendrome Editors' Note: The article below provides the raw material for a proof and is not the proof itself. In addition, the raw material may contain one or more false statements and/or some offensive, outside content.

We typically divide the electoral map into red and blue states, and class is a feature, if not the key feature, in that divide. What we are witnessing is nothing less than a great inversion of America’s political geography. Dating back to FDR and the New Deal, the blue-collar working class once provided the backbone of the Democratic electorate, but today, states with larger working-class populations have swung solidly into the Republican camp. And, blue states have become those where the knowledge, professionals, and cultural workers that make up the creative class predominate.That’s the key takeaway from an analysis of the connection between class and American politics I conducted with Patrick Adler and Charlotta Mellander. Our analysis looked at the role of class (defined as the kinds of work people do) and voting in the last three presidential elections.We looked at the correlations between the share of workers that make up the three major classes—the blue-collar working class, the knowledge-based creative class, and the even larger service class—and state voting patterns. The table below details the top states (including Washington, D.C.) with the largest share of the three major classes.Top Five States With the Highest Share of Workers From Each ClassCreativeServiceWorkingRankStateShareStateShareStateShare1Washington, D.C.59.0%Nevada55.8%Wyoming30.5%2Massachusetts38.9%Florida52.8%Indiana29.3%3Maryland36.7%Hawaii52.1%North Dakota29.1%4Connecticut36.6%New Mexico50.0%Kentucky28.5%5Virginia34.9%Montana49.2%Alabama27.5%Then, we drilled down further examining the correlations between state-by-state voting patterns and the 22 major occupational groups, and the more than 800 individual occupations that make up these classes. As usual, I note that correlation does not mean causation, but only points to associations between variables. Still, the patterns we document suggest the powerful role of class in defining America’s political geography.States with larger working-class populations positively correlated with voting for Republican presidents. This correlation saw a sizable jump in 2012 and increased again in 2016, but more modestly. This is the culmination of a long-running shift, first identified in the 1970s, by Republican strategist Kevin Phillip’s identification of the so-called “silent majority” of socially conservative blue-collar voters.How Occupational Class Has Correlated With Vote in Presidential ElectionsDemocraticRepublicanState-Level Occupational ClassObama 2008Obama 2012Clinton 2016McCain 2008Romney 2012Trump 2016Creative Class.46.66.72-.46-.66-.73Working Class-.63-.75-.77.64.75.79Service Class.40.38.32-.40-.39-.33Creative classes correlate with voting for Democratic presidents across the three most recent presidential elections. Again, we see a big jump in 2012 and a smaller one in 2016. These correlations are similar in strength to other markers of class, like education and income. More affluent states with greater shares of college graduates skew blue, while less economically advantaged states with less-educated populations trend red. This blue, creative-class pattern is in line with John Judis and Ruy Texiera’s idea about the increasingly liberal orientation of “ideopolis” cities in which knowledge workers cluster.But the pattern for service-class locations is more mixed. The service class is the largest class by far, composed of more than 70 million members—more than 45 percent of the workforce—whose members toil in low-wage, precarious work in retail shops, office work, and food service. States with greater shares of service-class workers lean slightly Democratic, but not nearly to the degree creative-class heavy states fall into the Democratic camp or working-class heavy states line up for the Republicans.In the 2016 election, for example, the service class of the workforce was much more modestly correlated with Clinton support and more modestly negatively correlated with Trump support. Part of the reason is that service-class jobs are more spread out across the nation, and part of it is that service-class jobs tend to cluster alongside professional and knowledge-based jobs in larger cities and metro areas.How Occupational Composition Correlated With Political Vote in the 2016 Presidential ElectionOccupational GroupClintonTrumpBusiness & finance.74-.75Arts, design, entertainment, & media.68-.73Computers & math.65-.67Legal occupations.63-.62Management.59-.64Protective service.56-.45Life, physical, & social science.45-.54Community & social services.27-.38Architecture & engineering.16-.26Education, training, & library.14-.20Building & grounds cleaning.05-.09Personal care & service.05-.11Healthcare support.00.09Food preparation & service-.03-.07Farming, fishing, & forestry-.11.06Office & administrative support-.22.23Healthcare practitioners-.33.47Sales-.39.45Product occupations-.45.52Construction & extraction-.57.45Transportation & material moving-.64.71Installation, maintenance, & repair-.84.83America’s class-based political geography comes into sharper view when we look at the 22 major occupational groups that make up these classes. States with large shares of working-class occupations like installation; maintenance and repair; and construction and extraction are solidly red. Interestingly, the occupations which are most closely connected to blue states are among the very highest paying professions, such as business and finance, followed by arts, design, entertainment and media; and computers and math occupations.Locations with larger shares of working-class occupations again show up solidly in the Republican party. But now a couple of interesting cross-class patterns become apparent. Two service-class occupational geographies line up more modestly in the Democratic column. States with larger shares of higher wage, more unionized occupations like protective services and community and social service occupations, and states with lower-wage, less-unionized jobs like healthcare support and personal care and service occupations, both trend blue. And there is also one creative-class geography that lines up red: doctors and healthcare practitioners. This may reflect their opposition to Obama’s healthcare reforms.Our class-based political geography becomes even more interesting when we zero in on the more than 800 specific occupations that comprise the U.S. economy. The red state pattern is relatively straightforward. Support for Trump is highly correlated with the state-wide share of blue-collar working class occupations like welders, tractor trailer drivers, bus and truck mechanics, and so on. But Trump support is also correlated with larger shares of service class occupations like cafeteria cooks, parts salespeople, and tellers. Only a few creative-class occupations, such as radiologic technologists and occupational health and safety technicians, correlate with Trump support.Occupations Most Correlated With Trump VotesOccupationClassCorrelationWelders, Cutters, Solderers, and BrazersWorking.74Heavy and Tractor-Trailer Truck DriversWorking.71Cooks, Institution and CafeteriaService.68Parts SalespersonsService.68Bank TellersService.67Industrial Machinery MechanicsWorking.66Welding, Soldering, and Brazing Machine Setters, Operators, and TendersWorking.64Tire Repairers and ChangersWorking.64Bus and Truck Mechanics and Diesel Engine SpecialistsWorking.63Water and Wastewater Treatment Plant and System OperatorsWorking.60Electrical Power-Line Installers and RepairersWorking.59Morticians, Undertakers, and Funeral DirectorsService.59First-Line Supervisors of Mechanics, Installers, and RepairersWorking.57Chemical Equipment Operators and TendersWorking.56Surgical TechnologistsCreative.55Maintenance Workers, MachineryWorking.55Electric Motor, Power Tool, and Related RepairersWorking.55Radiologic TechnologistsCreative.54Occupational Health and Safety TechniciansCreative.54Meter Readers, UtilitiesService.53The pattern for blue states is a bit more mixed. Clinton support was highly correlated with creative class occupations like medical scientists, market researchers, lawyers, and computer and information system managers. But Clinton support also correlated with some service-class occupations like manicurists/pedicurists and preschool teachers. The only working class occupations to be correlated with the Clinton vote are bus drivers and other transit workers.Occupations Most Correlated with Clinton VotesOccupationClassCorrelationManicurists and PedicuristsService.71Medical Scientists, Except EpidemiologistsCreative.66Preschool Teachers, Except Special EducationCreative.63Parking Lot AttendantsService.63Bus Drivers, Transit and IntercityWorking.61Market Research Analysts and Marketing SpecialistsCreative.60Self-Enrichment Education TeachersCreative.58LawyersCreative.57Marketing ManagersCreative.57Computer and Information Systems ManagersCreative.55Travel AgentsService.54Public Relations and Fundraising ManagersCreative.54Producers and DirectorsCreative.53Computer Systems AnalystsCreative.53Financial Specialists, All OtherCreative.53Landscape ArchitectsCreative.53Software Developers, Systems SoftwareCreativeS.52Personal Financial AdvisorsCreativeS.52Financial ManagersCreative.52Architects, Except Landscape and NavalCreative.50It appears that service-class geographies are most up for grabs politically. Indeed, as states with a large working-class share have largely abandoned it, the Democratic party’s future would seem to lie in a cross-class coalition of the service and creative class areas and voters.Job categories like retail sales, customer service, personal-care aides, maids and housekeepers, food service workers and more employ millions upon millions of Americans. These jobs are disproportionately held by women, immigrants, and people of color. These are precisely the kinds of occupations and workers that could be galvanized into a Democratic coalition by policies aimed at higher minimum wages, job upgrading, affordable housing, accessible and affordable healthcare, protecting immigrant and minority rights, and a more robust social safety net for less advantaged groups.The Largest Occupations Not Correlated With Vote Share ( Most Ubiquitous Occupations)OccupationClassCorrelationEmploymentRetail SalespersonsService-.034,571,060Customer Service RepresentativesService-.042,723,850Secretaries and Administrative Assistants, Except Legal, Medical, and ExecutiveService-.102,320,250General and Operations ManagersCreative-.072,198,270Stock Clerks and Order FillersService.092,035,360Personal Care AidesService.051,497,740Secondary School Teachers, Except Special and Career/Technical EducationCreative-.071,013,660CarpentersWorking-.08680,690Middle School Teachers, Except Special and Career/Technical EducationCreative-.03627,930BartendersService.02605,610Substitute TeachersCreative.08603,010Packaging and Filling Machine Operators and TendersWorking-.09391,400Medical and Health Services ManagersCreative.07333,120Sales Representatives, Wholesale and Manufacturing, Technical and Scientific ProductsService.08330,460Dental AssistantsService-.05329,760Production, Planning, and Expediting ClerksService.00323,240Child, Family, and School Social WorkersCreative.07302,560Heating, Air Conditioning, and Refrigeration Mechanics and InstallersWorking-.10296,190Civil EngineersCreative.04289,780Educational, Guidance, School, and Vocational CounselorsCreative.07262,380Forging such cross-class coalitions is an idea that is making headway among some Democratic strategists. Political consultant Stanley Greenberg has pointed to the advantages of using occupation, as opposed to educational level, as a basic building block of a new Democratic electoral coalition. “For the first time, we are asking occupation to try to get at this—and so, I think there really is potential for Democrats to gain here,” he told the New York Times.When was the last time you heard a major Democratic politician talk about the day-to-day struggles of retail workers, clerical workers, personal care workers, nurses’ aides, orderlies, or bartenders in the same way they talk about the struggles of auto workers or steel workers? Maybe it’s time they should.CityLab editorial fellow Claire Tran contributed research and editorial assistance to this article.