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Analysis of the labor participation and wage equation model of Japanese married women

Research Project

Project/Area Number 14530046
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 経済政策(含経済事情)
Research InstitutionYokohama National University

Principal Investigator

II Masako  Yokohama National University, International Graduate School of Social Sciences, Associate Professor, 国際社会科学研究科, 助教授 (50272787)

Co-Investigator(Kenkyū-buntansha) SAWADA Yasuyuki  University of Tokyo, Graduate School of Economics, Associate professor, 大学院・経済学研究科, 助教授 (40322078)
NAWATA Kazumitsu  University of Tokyo, Graduate School of Engineering, professor, 大学院・工学研究科, 教授 (00218067)
Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥2,800,000 (Direct Cost: ¥2,800,000)
Fiscal Year 2003: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 2002: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsFemale labor participation / Wage equation / Japanese female / Heckman's two-step estimator / Simultaneous maximum likelihood estimator / Credit crunch / Consumption Euler equation with endogenous credit constraints
Research Abstract

Econometric models of female labor participation and wage equations have been used extensively. Sample selection biases in the estimations of such models must be taken into account since women's wages cannot be observed unless they are working. Conventional estimation methods have not been sufficiently examined and may, therefore, result in misleading policy implications. This paper estimates labor participation and wage equations of Japanese married women through conventional methods, and for the first time, through a new, efficient, simultaneous maximum likelihood estimator that uses data from the "Japanese Panel Survey of Consumers" conducted by the Institute of Household Economy.
We also investigate hoe the credit crunch in Japan affected household welfare. The theoretical framework of a consumption euler equation is augmented by adding endogenous credit constraints With household panel data for 1993-1999, we estimate the augmented Euler equation by using Amemiya (1985)'s Type 5 Tobit model. Several empirical findings emerge. First, we found that a non-negligible portion of people face credit constraints. Accordingly, our results reject the standard consumption Euler equation, i.e., the necessary condition of the life-cycle permanent income hypothesis. Second, by using data in 1993 when an indicator of credit constraint is available, we confirm that endogeneity of credit constraint is available, we confirm that endogeneity of credit constraints generates a serious bias in estimating consumption Euler equation. Maximum likelihood estimation results support our framework of Euler equation with endogenous credit constraints. Finally, analyses of the full data for 1993-1999 uncover that the credit crunch became serious especially after 1997.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (17 results)

All Other

All Publications (17 results)

  • [Publications] Nawata: "Estimation of Labor Participation and Wage Equation Model of the Japanese Married Female"Journal of Japanese and International Economies. (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Nawata: "Estimation of the Female Labor Supply Models by Heckman's Two-Step Estimator and the Maximum Likelihood Estimator"Mathematics and Computers in Simulation. 64. 385-392 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 縄田和満: "タイプIのトービット・モデルから得られる標本にタイプIIのトービット・モデルを用いた場合の最尤推定量の挙動について"日本統計学会誌. 33・3. 325-342 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 渡邊園子: "大腿骨頚部骨折治療における治療成果の分析"医療と社会. 13・3. 87-101 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 大重賢治: "横浜市における救急医療の需要分析"公衆衛生学会誌. 50・9. 879-889 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Nawata, K., M.Ii: "An Analysis of the Female Labor Participation and Wage Equation Model in Japan"Journal of the Japan Statistical Society.(In Japanese). Vol.32, No.3. 279-290 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Nawata, K: "Estimation of the Female Labor Supply Models by Heckman's Two-Step Estimator and the Maximum Likelihood Estimator"Mathematics and Computers in Simulation. 64. 385-392 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Nawata, K.: "An Analysis of the Type II Tobit Maximum Likelihood Estimator When the Sample is obtained from the Type I Tobit Mode"Journal of the Japan Statistical Society(In Japanese). Vol.33, No3. 325-342 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Nawata, K., M.Ii: "Estimation of Labor Participation and Wage Equation Model of the Japanese Married Female"Journal of Japanese and International Economies.. (Forthcoming).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Watanabe, S., K.Nawata, A.Nitta, K.Kawabuchi: "An analysis of Effets of Medical Treatment on Hip Fractures"Journal of Health Care and Society(In Japanese). Vol.13, No.3. 87-101

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Ohshige, K., M.Ii, K.Nawata, S.Mizushima, O.Tochikubo: "Quantitative analysis of the Demand for Emergency Medicine in Yokohama City, Japan"Japanese Journal of Public Health(In Japanese). 50 No.9. 879-889

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Nawata: "Estimation of Labor Participation and Wage Equation Model of the Japanese Married Female"Journal of Japanese and International Economies. (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Nawata: "Estimation of the Female Labor Supply Models by Heckman's Two-Step Estimator and The Maximum Likelihood Estimator"Mathematics and Computers in Simulation. 64. 385-392 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 縄田和満: "タイプIのトービット・モデルから得られる標本にタイプIIのトービット・モデルを用いた場合の最尤推定量の挙動について"日本統計学会誌. 33・3. 325-342 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 渡邊園子: "大腿骨頚部骨折治療における治療成果の分析"医療と社会. 13・3. 87-101 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 大重賢治: "横浜市における救急医療の需要分析"公衆衛生学会誌. 50・9. 879-889 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 縄田和満: "わが国における女性賃金水準の就業行動への影響の分析"日本統計学会誌. 32・3. 279-290 (2002)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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