As digital technology accelerates, there are questions about who is most likely to lose jobs due to automation and what the overall future of the US economy looks like. These questions are worth askingparticularly after a pandemic that appears to have hastened the automation of many tasks in American industries. Yet research on automation has so far centered almost entirely on the presence of digitalization, automation-potential estimates, the relationship between technological change and macroeconomic conditions, and techs impact on inequality and wage divergence.
Since technological change often is quite disruptive and spurs economic and political shocks, it is vital for researchers to study the attitudes of the individuals most vulnerable to new technological shifts. In doing so, researchers can gain a humanizing window into how these shiftsso crucial to capitalisms advancementare borne out in the beliefs, characteristics, and fears of the individuals most likely to experience disruption due to automation
The results of my work offer an ominous window into how technological change may correspond with despair, radicalization, and democratic erosion. This study shows that the Americans whose occupations have the highest automation potential tend to have a dark and cynical view of politics, the economy, the media, and humanity. They comprise a traditional working class that is politically left-leaning on economic issues and slightly right-leaning on socio-cultural ones. Although they are moderately more likely to support Democrats, they are increasingly likely to support Republicans since 2000. These often-economically-vulnerable Americans are deeply pessimistic about the state of the world and politics; they also have a tendency to vote against their economic interests and become more authoritarian in their outlook.
My work examines studies on the relationship between economic upheaval and radicalization, polarization, and revolution. In addition, I look at how technological change impacts inequality, wage divergence, and job polarization. Works from David Autor, Robert Allen, and Daron Acemoglu, in particular, have been able to illustrate the ways that digitalization can catalyze labor substitution, the erosion of the middle class, and greater income inequality.
It seems clear that technological advancement can both stifle real wage growth for many workers while simultaneously increasing returns to capital by making labor more productive. This tends to benefit the owners of productive capital and some workers whose skills are complemented by the new technology. Moreover, when productivity tends to rise faster than wages, inequality increases almost by definition since new GDP gains accrue primarily amongst capital owners, rather than workers. Technological change can additionally lead to a hollowing out of middle-wage work, in turn producing a smaller middle class. Digitalization appears to be inducing dis-equalizing shifts through all of these mechanisms.
My study merges American National Election Survey data from 1990-2016 alongside the automation-potential estimates that are produced by McKinsey and presented by Mark Muro in a 2019 report. Due to the considerable size of this dataset, I utilized 11 indexed variables to proxy for specific general characteristics (see Figure 1). I then looked at the relationship between the automation potential of an occupation and the beliefs of workersfor example, if a person believes the minimum wage should be increased or lowered.
First, I look at the demographic characteristics of the Americans most susceptible to automation.
Table 1 clearly demonstrates that Hispanic individualsfollowed by Black and Asian individualsare more likely to work in jobs with the highest automation potential; women, too, are slightly more likely to fall into the high automation pool. This corroborates Mark Muros 2019 findings. Beyond this, the automation potential of the average worker tends to be higher in the South, among the lowest third of the income distribution, and generally among people with less education.
Yet what are the beliefs of these automation-susceptible individuals? In Graph 1, I look specifically at this question by offering a brief portrait of the views that the Americans most susceptible to automation are likely to hold.
As the model shows, Americans who work in an occupation that has a high susceptibility to automation tend to be less politically engaged, less supportive of the media, and more pessimistic about the nature of politics and the power of their voice. Although highly automation-susceptible individuals show a slight preference for Democrats, this preference is waning; in the years since 2000, it has fallen below the average support for Democrats amongst the broader US voter population. This indicates a possible shift away from the Democratic Party in the last two decades, as both political apathy and engagement have worsened.
Moreover, Americans with a high susceptibility to automation since 2000 also are nearly 5 percentage points more likely to express racist, antisemitic, homophobic, or sexist attitudes. This increase in intolerance is even more pronounced when isolating for more specific categories of racial animus; although many of the same individuals who hold racist views of Hispanics will also hold racist views of Black Americans, for example, this is not necessarily always true. The 5 percent figure thus underrepresents the relative increase in intolerance amongst automation-susceptible individuals.
Beyond this, Americans whose jobs are highly susceptible to automation are less supportive of globalization and immigration; however, they hold more left-wing economic views on average than the median working American. Automation-susceptible individuals also tend to be slightly more culturally conservative since the 2000s. Finally, highly automation-susceptible individuals are more likely to have a cynical view of human nature (e.g., believing people are fundamentally dishonest) and to express authoritarian tendenciesvaluing obedience, for instance, over individuality and expression. In Table 2, I offer a breakdown of these results between different demographics of Americans.
Political
Affiliation
Some key findings here are that white Americans with a high automation potential diverge from other racial groups in their slight preference for Republican candidates and conservatives over Democratic candidates and liberals. White Americans whose jobs are highly susceptible to automation are also more likely to have a grim view of their lives and to be opponents of immigration and international trade than whites who are not as vulnerable to automation. Highly automation susceptible individuals of all demographics, however, are more likely to hold authoritarian views than low automation susceptibility groups.
My results point to three important trends in American politics and the economy. The first is that automation-susceptible individuals are indeed a demographic category with a sufficiently unique set of beliefs and characteristics. Second, individuals highly susceptible to automation are more likely to hold progressive economic beliefs, in line with their interests. Finally, highly susceptible individuals are becoming more despairing and more likely to vote for Republicans and against a progressive economic agenda.
One possible explanation for this is that the demographic most likely to be harmed by technological-change-induced labor shocks are increasingly voting based on cultural, rather than economic, issues. If this thesis is true, it would corroborate the notion that a distinct portion of the American working class has shifted away from the Democratic Party as the cultural wars came to dominate public debates. My results thus suggest that a combination of progressive economic and conservative cultural policies may prove most attractive to Americans whose jobs are highly susceptible to automation.
Read the original post:
Automation and the radicalization of America - Brookings Institution
- Automation Personnel Services - Temporary Staffing ... [Last Updated On: March 25th, 2016] [Originally Added On: March 25th, 2016]
- Automation | Define Automation at Dictionary.com [Last Updated On: March 25th, 2016] [Originally Added On: March 25th, 2016]
- Automation | Definition of automation by Merriam-Webster [Last Updated On: March 25th, 2016] [Originally Added On: March 25th, 2016]
- Automation | The Car Company Tycoon Game [Last Updated On: March 25th, 2016] [Originally Added On: March 25th, 2016]
- Automation - Wikipedia, the free encyclopedia [Last Updated On: March 25th, 2016] [Originally Added On: March 25th, 2016]
- Automation - Cloud process & workflow automation | Microsoft ... [Last Updated On: June 29th, 2016] [Originally Added On: June 29th, 2016]
- Riverside Automation - Machine Controls [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- Automation: The Car Company Tycoon Game Windows - Mod DB [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- System Integration | Industrial Automation [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- WinAutomation - Smart Macro Recorder, Web Automation ... [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- Automation Solutions - Home [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- The Automation Conference [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- Rohtek Automation [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- JL Automation, LLC | Home Automation, A/V Automation [Last Updated On: July 3rd, 2016] [Originally Added On: July 3rd, 2016]
- Four fundamentals of workplace automation | McKinsey & Company [Last Updated On: August 27th, 2016] [Originally Added On: August 27th, 2016]
- Leviton Security & Home Automation [Last Updated On: August 27th, 2016] [Originally Added On: August 27th, 2016]
- EVA Automation [Last Updated On: September 6th, 2016] [Originally Added On: September 6th, 2016]
- News | Automation | The Car Company Tycoon Game [Last Updated On: September 6th, 2016] [Originally Added On: September 6th, 2016]
- Automation - The Car Company Tycoon Game on Steam [Last Updated On: September 6th, 2016] [Originally Added On: September 6th, 2016]
- Test automation - Wikipedia, the free encyclopedia [Last Updated On: September 6th, 2016] [Originally Added On: September 6th, 2016]
- Job Seekers - Automation Personnel Services [Last Updated On: October 8th, 2016] [Originally Added On: October 8th, 2016]
- Custom Automation & Machine Design | Automation GT [Last Updated On: October 31st, 2016] [Originally Added On: October 31st, 2016]
- iAutomation [Last Updated On: October 31st, 2016] [Originally Added On: October 31st, 2016]
- Test automation - Wikipedia [Last Updated On: November 16th, 2016] [Originally Added On: November 16th, 2016]
- Automation - Official Site [Last Updated On: November 19th, 2016] [Originally Added On: November 19th, 2016]
- Beckhoff Automation - Wikipedia [Last Updated On: November 21st, 2016] [Originally Added On: November 21st, 2016]
- Automation - Security Hyperstore [Last Updated On: November 21st, 2016] [Originally Added On: November 21st, 2016]
- IT Automation - BMC [Last Updated On: November 29th, 2016] [Originally Added On: November 29th, 2016]
- ID Automation [Last Updated On: November 29th, 2016] [Originally Added On: November 29th, 2016]
- The Best Home Automation Systems of 2016 | Top Ten Reviews [Last Updated On: December 24th, 2016] [Originally Added On: December 24th, 2016]
- What is Home Automation? | Home Automation Systems [Last Updated On: December 24th, 2016] [Originally Added On: December 24th, 2016]
- Beyond Automation - hbr.org [Last Updated On: December 25th, 2016] [Originally Added On: December 25th, 2016]
- Build automation - Wikipedia [Last Updated On: December 26th, 2016] [Originally Added On: December 26th, 2016]
- Home automation - Wikipedia [Last Updated On: January 10th, 2017] [Originally Added On: January 10th, 2017]
- Automation | Food Engineering [Last Updated On: January 13th, 2017] [Originally Added On: January 13th, 2017]
- Home Automation - Enerwave Home Automation [Last Updated On: January 14th, 2017] [Originally Added On: January 14th, 2017]
- Automation - DESHAZO [Last Updated On: January 14th, 2017] [Originally Added On: January 14th, 2017]
- Robots, Automation, EOAT, Grippers, Conveyors, Guarding [Last Updated On: January 26th, 2017] [Originally Added On: January 26th, 2017]
- Werner Electric | Automation [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Automationtechies | Automation Engineering Recruiting [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Automation - Mazak Corporation [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Automation | Technologies | Systems | Integrator ... [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Test Automation Services for Development of Regression ... [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Carlo Gavazzi Automation Components [Last Updated On: January 30th, 2017] [Originally Added On: January 30th, 2017]
- UI Automation Overview - msdn.microsoft.com [Last Updated On: February 5th, 2017] [Originally Added On: February 5th, 2017]
- New telecom transformation goals require service automation - TechTarget [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Global Hazardous Waste Handling Automation Market: By Products ... - Business Wire (press release) [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- 2M Automation wins IoT support from Schneider - Electronics EETimes (registration) [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Futures Shaped by Automation and Catastrophe: Peter Frase on Capitalism's Endgame - Truth-Out [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Automation expected to displace insurance underwriters, real estate brokers - CIO Dive [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Automation, robots could replace 250000 public sector workers in the next 15 years - Computer Business Review [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Design Automation Conference - Business Wire (press release) [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- The Perks Of Automation And The Risks: Why To Think Twice About Getting Into That Driverless Uber - Forbes [Last Updated On: February 6th, 2017] [Originally Added On: February 6th, 2017]
- Lib Dems Should Embrace Automation of the Workforce - Liberal Democrat Voice [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Voices Reinventing enterprise finance by overhauling AP automation - Accounting Today [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- How Accountants Can Use Automation Their Advantage - Accountingweb.com (blog) [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- DFLabs Launches the First Security Automation and Orchestration Platform based Upon Supervised Active Intelligence - Business Wire (press release) [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- QAD Automation Solutions is Honda Approved - Yahoo Finance [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- VIDEO: Going Big on Automation in a Small Footprint Facility - ENGINEERING.com [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Building a better model of human-automation interaction - Phys.Org [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- AlixPartners examines automation in manufacturing and logistics management - Logistics Management [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Report: Test automation is increasing - SD Times - SDTimes.com [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Automation is the unavoidable future of the economy - The Daily Cougar [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- GM's Cruise Automation Is Testing An App to Order Self-Driving ... - Fortune [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Speeders beware: Legislation would allow automation crackdown ... - SFGate [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Orbita Ingenieria: New Age Terminal Automation - Port Technology International [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- A Sharper Focus on the Edge - Automation World [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Rockwell Automation Surged 10% in January as Growth Picked Up Steam - Motley Fool [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Most people are optimistic about workplace automation, social data suggests - ZDNet [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Improving Behavior Through Automation of Vehicle Systems - School Transportation News (blog) [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- 'We employ insane levels of automation' Kris Canekeratne - Times of India [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Why Don't We See More Automation in Federal Networks? - Nextgov [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Technobabble: Automation and the modern worker - CIO Dive [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Readers Write (Feb. 12): The moose population; jobs, start-ups and automation; diversity in the funny pages - Minneapolis Star Tribune [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- Automation Nightmare: Philosopher Warns We Are Creating a World Without Consciousness - Big Think [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- Automation can replace bureaucrats and save taxpayers money - Hot Air [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- Automation can revitalize the US workforce - Fox News [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- TigerStop hopes to ride automation to new heights - The Columbian [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Hexadite Unveils Custom Playbooks Following One Millionth Automated Cybersecurity Investigation - Yahoo Finance [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- NEC updates postal automation system for Hongkong Post - ETCIO.com [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]