2005年-世界发展银行全球_Labor_Market_Dynamics_in_Developing_Countries___Comparative_Analysis_using_Continuous_Time_Markov_Processes_43页_636kb
报告摘要
Summary of "Labor Market Dynamics in Developing Countries: Comparative Analysis using Continuous Time Markov Processes"
Core Content
This paper explores labor market dynamics in three Latin American countries—Argentina, Brazil, and Mexico—using continuous time Markov processes to analyze worker transitions between different labor market states. The focus is on understanding the structure and flexibility of labor markets in developing countries, comparing them with those in advanced economies, and identifying gender-based differences in mobility.
Main Points and Key Findings
1. Labor Market States and Mobility
The labor market is divided into five states: formal salaried, informal salaried, self-employed, unemployment, and out of the labor force (OLF). The study finds a high degree of commonality in worker transition patterns across the three countries, suggesting they belong to the same "phylum" of labor markets.
- A mobility index is used to compare the overall flexibility of labor markets, which shows that Argentina has the lowest mobility, while Mexico and Brazil are more similar, with Mexico slightly more mobile in most subgroups.
- The mobility index appears to be influenced by the depressed labor market in Argentina, leading to longer durations in unemployment compared to the other countries.
2. OLF and Unemployment: Stylized Facts
- OLF is not simply discouraged unemployment; it has a more complex role in the labor market.
- In Mexico and Brazil, workers are more likely to move directly from OLF into employment than through unemployment.
- For men, transitions into OLF from employment are low, but in Argentina and Mexico, propensities from unemployment to OLF are higher, suggesting a flow of discouraged workers.
- Women show a significantly higher propensity to move from self-employment to OLF (69% in Mexico, 73% in Brazil) compared to men, and they also have longer durations in OLF and shorter durations in self-employment.
3. Self-Employment Dynamics
- Self-employment is characterized by higher job creation rates compared to formal employment.
- The probability of entering self-employment increases with age, indicating that older workers are more likely to transition into this sector.
- This is consistent with credit constraints and the idea that self-employment is a more flexible option for workers with accumulated human and financial capital.
- Longer durations in self-employment are observed for older and better-educated workers, aligning with the life cycle hypothesis and firm dynamics literature.
4. Gender Differences in Mobility
- Strong gender differences in mobility are observed, particularly in the transition rates between self-employment and OLF.
- These differences may not be due to discrimination but rather to the constraints imposed by household responsibilities, especially for women who often need more flexibility in their work arrangements.
- Single women in Argentina and Mexico show mobility patterns similar to men, suggesting that marital status is a key determinant of OLF duration.
5. Business Cycle Adjustments in Mexico
- The paper analyzes labor market adjustments in Mexico across the business cycle, using a time series of instantaneous transition matrices from 1987 to 2002.
- Unlike the US, where recessions are associated with increased job destruction, recessions in Mexico are characterized by reduced job creation.
- The informal sector plays a crucial role in absorbing unemployment during downturns and contributing to unemployment during upturns, suggesting it functions more as a buffer than a source of "disguised unemployment."
Methodology
- The study uses continuous time Markov processes to estimate transition intensities, allowing for a more accurate representation of labor market dynamics than discrete time models.
- Two main approaches are used:
- Maximum likelihood estimation by Kalbfleisch and Lawless (1985), which can be unreliable if the discrete-time matrix is not embeddable.
- Bayesian estimation by Geweke et al. (1986), which assesses the probability of embeddability and constructs confidence intervals based on the posterior distribution.
- The propensity matrix and separation rate are derived from the intensity matrix to better understand the underlying dynamics.
Data and Sample
- The study uses three surveys:
- Mexico: Encuesta Nacional de Empleo Urbano (ENEU), covering 1987–1999 with approximately 1.785 million transitions.
- Argentina: Encuesta Permanente de Hogares (EPH), covering 1993–2001 with 29,000 transitions.
- Brazil: Pesquisa Mensual do Emprego (PME), covering 1982–2001 with 2.52 million transitions.
- Workers are categorized by age, education, and gender.
- The sample is split into low education (≤8 years) and high education (>8 years), as well as three age groups: <24, 24–40, and >40.
Sectoral Definitions
- Formal salaried: Workers with labor protections.
- Informal salaried: Workers in firms under 16 employees without social security or medical benefits.
- Self-employed: Owners or workers in small firms without formal employment contracts.
- Unemployment: Workers without jobs but actively seeking work.
- Out of the labor force (OLF): Workers not in the labor force, including those not seeking work.
Conclusion
The paper concludes that while developing country labor markets share similarities with those in advanced economies, they also exhibit unique characteristics, particularly due to the presence of large informal sectors. The study highlights the importance of gender and household responsibilities in shaping labor market outcomes, and suggests that the informal sector plays a more dynamic role than previously thought, especially in absorbing unemployment during economic downturns.
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