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  • Analysis of Economic Potential of Mexico's Southern States (Chiapas)

    Project

    Chiapas

    Analysis of Economic Potential of Mexico’s Southern States (Chiapas)

    Collaboration (2014-2015) with the Mexican Ministry of Finance to examine the underlying causes of poverty in Mexico’s poorest state.
  • A colorful sign of Hermosillo adjacent to a city street with businesses

    Project

    Latin America

    Charting Economic Growth Strategies in Hermosillo

    As part of our research agenda on cities as engines of economic growth, researchers are studying emerging growth opportunities across Sonora with a focus on Hermosillo that stem from a context of relocation of global supply chains, green energy transition, and the rise of knowledge-intensive services.
  • Project

    Baja California

    Economic Growth in Baja California, Campeche & Tabasco

    The goal of this project was to diagnose the challenges and obstacles confronting Baja California, Campeche and Tabasco in terms of growth and productivity, and identify the development strategy that would allow for expansion or strengthening of their industries through transitioning to activities with greater complexity or added value.
  • State capital building in Little Rock, Arkansas

    Project

    United States

    Mapping the Functional Structures of State Governments

    Researchers find economic structure trumps income, location and ideology when examining differences in U.S. state governments.
  • Project

    Latin America

    Mexico Competitiveness

    The key strengths and weaknesses of Mexico’s economic landscape are explored in a comprehensive new report co-produced by the World Economic Forum (WEF) and Harvard’s Center for International Development (CID).
  • Wooden sign reads Wyoming, Rock Springs Coal with freight train cars and railroad tracks in the background

    Project

    North America

    Pathways to Prosperity in Wyoming

    This project leverages frameworks of growth diagnostics and economic complexity to address varied statewide challenges, while working collaboratively with stakeholders across the state to improve outcomes in housing, workforce access, local spending, and growth of energy opportunities.
  • Working Papers

    Bùi, T., et al., 2023

    A Growth Perspective on Wyoming

    This report sets out to understand if the economy of the State of Wyoming is positioned to grow into the future. To do this, the report begins by investigating the […]
    Growth Lab

    This report sets out to understand if the economy of the State of Wyoming is positioned to grow into the future. To do this, the report begins by investigating the past. To know where the state economy could be headed, and how that direction may be improved, it is critical to understand how the state developed the economic structure and drivers that it has today. Thus, Wyoming’s economic trajectory is explored over the long, medium, and short term. From this investigation, we find that Wyoming faces an overall growth problem, but we also find a high degree of variation in economic engines and growth prospects across the state. The problem that this report identifies is that the composition of economic activities is not positioned to sustain a high quality of life across all parts of the state.

    “Across all parts of the state” is an essential part of the problem statement for Wyoming. While some local and regional economies in the state are growing and bumping up against identifiable constraints, other local and regional economies are experiencing sustained contractions and will require new sources of growth in order to retain (or expand) population and high quality of life. Since economic dynamics vary significantly across the state, analysis is conducted in as much geographic detail as possible. By combining historical and geographic dimensions of growth, this report aims to inform pathways for sustained and inclusive prosperity across Wyoming.

    Related project: Pathways to Prosperity in Wyoming

  • Reports

    Freeman, T., O’Brien, T. & Shim, B., 2024

    Childcare Supply in Wyoming

    This white paper summarizes Growth Lab research on the childcare market in Wyoming, where supply of childcare slots systematically falls short of demand. This nationwide problem is prevalent across Wyoming, […]
    Growth Lab

    This white paper summarizes Growth Lab research on the childcare market in Wyoming, where supply of childcare slots systematically falls short of demand. This nationwide problem is prevalent across Wyoming, including in both its larger population centers and smaller communities. The low population of many Wyoming communities adds to the challenge. Research that is summarized in the white paper identify differential constraints affecting childcare centers and home-based childcare facilities. Centers make up most childcare slots in the state and are plagued by a staffing challenge derived from low business margins and low wages that centers can afford under “reasonable” fee structures for the market, which cause many to operate below capacity despite widespread wait lists and demand. Home-based providers, which are particularly important for lower-population settings in Wyoming that cannot support larger centers, face operational challenges typical of very small businesses and new providers face a few solvable start-up hurdles. 

    Through collaboration with an interagency working group in Wyoming, this white paper identifies a set of targeted initiatives for enabling business entry and childcare slots through both centers and home-based facilities. The focus of these initiatives is on expanding supply as opposed to subsidizing demand through subsidies to parents and families. Though an expansion of funding in this form would be useful, and the state government dramatically underspends on early childhood education in comparison to its longstanding focus on high K-12 spending, the focus is on low-cost and impactful ways to enable the market to better expand supply to meet high expressed demand. 

    The following diagram summarizes the diagnosis and key strategies. Over the second half of 2024, the interagency working group and partners across Wyoming have focused on implementing a subset of these action points.

    Diagram of challenges facing childcare in Wyoming

    Related: Pathways to Prosperity in Wyoming project

  • Working Papers

    Lamby, L., et al., 2024

    Diagnosing Wyoming’s Workforce Challenges

    Wyoming is facing two distinct labor market challenges: in the short-term low workforce availability is a constraint while in the long-term job and wage growth have stagnated. Currently, Wyoming’s labor […]
    Growth Lab
    Wyoming is facing two distinct labor market challenges: in the short-term low workforce availability is a constraint while in the long-term job and wage growth have stagnated. Currently, Wyoming’s labor market is characterized by tightness and employers are struggling to fill positions. However, the current tightness of the labor market is not a phenomenon that is specific to Wyoming but instead is prevalent across the country. What sets Wyoming apart is the lack of growth in employment and wages over the long-term. Understanding these differing dynamics is important because policy responses may attempt to address the short-term issue without considering the underlying structural causes of the long-term dynamics. This will likely be ineffective and not lead to lasting change. For lasting change, the structural issues of the long-term dynamic need to be addressed. An often-discussed solution is to increase the supply of training and education – this has merits in its own right but will not solve the long-term labor market challenge facing Wyoming. Only 38% of all jobs in Wyoming require tertiary education, the second lowest of any US state. Additionally, our analysis shows that the returns to a tertiary degree in Wyoming are significantly below those of its peers. Unsurprisingly, the lack of demand for tertiary-educated workers leads many young Wyomingites with a tertiary degree to leave the state. Overall, however, Wyoming has become an exporter of well-trained young people. Increasing the supply of tertiary education will not address the underlying structural issues facing the labor market. A main driver of Wyoming’s lagging performance has been the comparatively low labor productivity in the state. Most of Wyoming’s industries have a lower output per worker than the respective national industry and pay lower wages on average. Industries that fall into this category cover 82.8% of all employment in Wyoming. The few industries in which Wyoming is more productive than the rest of the US are mostly related to natural resource extraction. Wage dynamics of occupations in the state exert a similar pattern where STEM-related occupations have not seen much growth, indicating low demand in the state. To address the long-term issue, Wyoming needs to create the conditions for a more complex economy that can use the potential of its human capital instead of excessively relying on its natural resources. The challenge is to attract and grow competitive companies in industries with strong demand. A critical factor in doing so is scale. Many more knowledge-intensive industries tend to develop in places that are larger urban agglomerations. Wyoming should focus on the positive forces of agglomeration to develop these industries and make use of the productive potential it has. Creating the conditions for this includes place-based investments and an enabling regulatory framework. In Wyoming, housing regulations have been an important barrier preventing further agglomerations, but efforts are underway to address this barrier. In the short-term, solutions that are focused on increasing the available labor pool within the state appear most promising in easing the current constraint. This is especially true when they address structural barriers that could persist after the labor market cools off. Our work documents specific recommendations within the areas of childcare, justice-involved individuals, higher education, and out-of-state workers (Section 3.2) that aim to increase the participation from these labor pools in Wyoming’s workforce. These are labor pools that are significant in size and have underutilized potential in terms of labor force participation within the state. Related project: Pathways to Prosperity in Wyoming
  • Working Papers

    Nedelkoska, L., et al., 2023

    Eight Decades of Changes in Occupational Tasks, Computerization and the Gender Pay Gap

    New research from Ljubica Nedelkoska, Shreyas Gadgin Matha, and others finds that computerization had two counteracting effects on the pay gap – it simultaneously reduced it by attracting more women into better-paying occupations, and increased it through higher returns to computer use among men.
    We build a new longitudinal dataset of job tasks and technologies by transforming the U.S. Dictionary of Occupational Titles (DOT, 1939 -1991) and four books documenting occupational use of tools and technologies in the 1940s, into a database akin to, and comparable with its digital successor, the O*NET (1998 -today). After creating a single occupational classification stretching between 1939 and 2019, we connect all DOT waves and the decennial O*NET databases into a single dataset, and we connect these with the U.S. Decennial Census data at the level of 585 occupational groups. We use the new dataset to study how technology changed the gender pay gap in the United States since the 1940s. We find that computerization had two counteracting effects on the pay gap -it simultaneously reduced it by attracting more women into better-paying occupations, and increased it through higher returns to computer use among men. The first effect closed the pay gap by 3.3 pp, but the second increased it by 5.8 pp, leading to a net widening of the pay gap.