Principal Economists Dwight Steward Speaks on Tesla’s Economic Impact

Principal Economists Dwight Steward discusses the economic impact of Tesla beginning production in Austin, Texas, with KEYE-TV Journalist Jessica Taylor. 

With new production beginning in January 2022, Dr. Steward believes more jobs and infrastructure will follow. He agrees with expert projections of 5-15,000 jobs being created because the onset of production will result in more jobs and infrastructure. Likely, it will be closer to 15,000 because factory jobs have the potential to create a lot more opportunities according to Steward. Unlike their competitors, Tesla has had no labor and chip shortages. 

Elon Musk announced near the end of 2021 that the headquarters will be moving to Austin alongside the gigafactory which began construction during the Summer of 2020. 

Check out the full article here: https://cbsaustin.com/newsletter-daily/analysts-say-tesla-could-begin-production-at-austin-gigafactory-before-end-of-january

Neumark and Vaccaro write The Career Evolution of the Sex Gap in Wages: Discrimination vs. Human Capital Investment

The Career Evolution of the Sex Gap in Wages: Discrimination vs. Human Capital Investment was written by David Neumark and Giannina Vaccaro for the National Bureau of Economic Research (NBER).

Abstract

Several studies find that there is little sex gap in wages at labor market entry, and that the sex gap in wages emerges (and grows) with time in the labor market. This evidence is consistent with (i) there is little or no sex discrimination in wages at labor market entry, and (ii) the emergence of the sex gap in wages with time in the labor market reflects differences between men and women in human capital investment (and other decisions), with women investing less early in their careers. Indeed, some economists explicitly interpret the evidence this way. We show that this interpretation ignores two fundamental implications of the human capital model, and that differences in investment can complicate the interpretation of both the starting sex gap in wages (or absence of a gap), and the differences in “returns” to experience. We then estimate stylized structural models of human capital investment and wage growth to identify the effects of discrimination and differences in human capital investment, and find evidence more consistent with discrimination reducing women’s wages at labor market entry.

Read – The Career Evolution of the Sex Gap in Wages: Discrimination vs. Human Capital Investment

  • Find the paper on the NBER website here.
  • Find the paper on the SSRN website here.

Texas Job Market Sees Increased Demand for Medical, Supply Chain Workers Amid Coronavirus

The 2020 coronavirus outbreak has sparked severe shocks to the United States labor market. Social distancing policies, designed to slow the spread of the disease, are leading to large layoffs in specific industries, like bars and restaurants. Many more employees in other sectors face the prospect of unemployment or temporary furloughs. Despite this economic strain, employers, particularly those in Medical and Supply Chain services, are expanding to meet new demand. These sectors continue to post job opportunities long after policymakers mandated the closure of non-essential services or issued “shelter-in-place” orders.

Evidence from Texas over the past half-month reveals both predictable and unexpected trends in new job opportunities. It may come as a surprise that, even in this “lockdown economy,” there is still help wanted.

Beginning on March 18th, Texas began implementing statewide social distancing policies, though some areas began issuing such orders days earlier. Cities and counties across the state gradually adopted “shelter-in-place” orders in March.  By March 31st, a statewide order asked residents to stay home, except if they participated in “essential services and activities.”

But within the past two weeks, Texas employers posted over 66,000 new job openings.

Daily job postings are one indicator of up-to-date labor market demand, available from a variety of sources (most notably online).  The Texas Workforce Commission (“TWC”) is the state agency responsible for managing and providing workforce development services to employers and potential employees in Texas.  One service the TWC provides is access to databases of up-to-date job postings for different occupations and employers within the state. These job postings can come from the TWC itself, or from third party sites like Monster or Indeed. This information is extraordinarily valuable to data scientists.

The top 10 in demand occupations cover a variety of occupations, but are heavily concentrated in the healthcare, supply chain, and IT sectors.

Given the stresses to the healthcare system, its little surprise that hospitals are looking for more front-line staff. Registered Nurses were the highest in demand occupation, with over 3,000 new job listings since March 23rd.

 

Retail supply chains are also expanding employment.  Sales Representatives for Wholesalers and Manufacturers, with over 2,300 new listings, was the second highest in demand occupation. Other logistical occupations saw large numbers of new openings, particularly for Truck Drivers, with over 1,200 new job postings since March 23rd.

Anecdotally, supermarkets and retail chains have been hiring more employees to meet increased demand for groceries and other supplies. Evidence from jobs posted since March 23rd would support this finding, with large increases in new listings for Customer Service Representatives (over 1,700), Supervisors of Retail Sales Workers (over 1,600), and Retail Salespersons (also over 1,600).

Finally, with the increase in service sector employees working from home, it should not be surprise that IT workers are also in high demand. Application Developers (over 2,100 new listings) and employees for general Computer Occupations (with 1,800 new listings) have both seen large increases in openings since March 23rd.

EmployStats will be closely monitoring daily job postings as the coronavirus outbreak continues.

EmployStats Gives Back

On Thursday September 12th, the EmployStats team will be sponsoring the Boys & Girls Clubs of the Austin Area Club Classic – UT Legends.  The event will be hosted at Top Golf Austin, with special guest University of Texas Alumni and NFL star Jamaal Charles. Team members Matt Rigling, Carl McClain, and Susie Wirtanen will be teeing off in support of the Boys & Girls Clubs.  Dr. Dwight Steward serves as a board member of the Boys & Girls Clubs of the Austin Area, as part of EmployStats’ mission to give back to the local Austin community. It should be a wonderful event for an even better cause! We hope to see y’all there!

 

 

Changes to Texas Workforce Commission Data

The Texas Workforce Commission (“TWC”) recently announced they are no longer going to utilize their TRACER 2 application to provide information regarding the Texas labor market.  For many years, the data scientists at EmployStats and other firms in Texas researched economic indicators such as employment statistics, salary and wages, and job growth using the inquiry capabilities of the TRACER 2 application.

 

The TWC is the state agency responsible for managing and providing workforce development services to employers and potential employees in Texas.  One of the many service the TWC provides is the access for job seekers and data scientists to reliable labor and employment statistics relevant to occupations and industries within the state of Texas.  Specifically, TWC’s TRACER 2 program provided search functions which allowed individuals to freely tabulate market trends and statistics such as employment/unemployment estimates, industry and occupational projections, and occupational wage data within Texas.

 

With the TWC’s TRACER 2 application “out to pasture” as the TWC puts it, data can now be accessed using a combination of other TWC databases, as well as United States Bureau of Labor Statistics (“BLS”) data such as the Local Area Unemployment Statistics (“LAUS”) and the Current Employment Statistics (“CES”).

Upcoming Changes to Census Data

The United States Census Bureau announced on September 2018 that their privacy policy regarding the 2020 Census Survey and other public use data projects will be undergoing changes, some of which could have an impact on many areas of data science.

According to a December 2018 report  written by the Institute for Social Research and Data Innovation (ISRDI), University of Minnesota, the US Census Bureau’s new set of standards and methods for disclosure, known as differential privacy, may make it impossible to access usable microdata and severely limit access to other important public use data.

Data scientists, including those at EmployStats, have been regularly utilizing free reliable public Census Bureau data to analyze social and economic factors across America for over six decades.  The US Census Bureau releases public microdata such as the Decennial Census and the American Community Survey, which collects information on demographics, employment, income, household characteristics, and other social and economic factors.  EmployStats uses this data regularly to assist clients in Labor and Employment cases.

The ISRDI report can be found here.

To find out more about how EmployStats can assist you with your Labor and Employment case, please visit www.EmployStats.com and make sure to follow us on Twitter @employstatsnews