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研究生: 雷瑞思
Alvarez, Ma. Claudine Agnes
論文名稱: 可近性是否會影響雇用率? 檢視菲律賓的空間錯置假說
Does Accessibility Affect Employment Levels? Examining the Spatial Mismatch Hypothesis in the Philippines
指導教授: 林左裕
Lin, Tsoyu Calvin
口試委員: 林士淵
Lin, Shih Yuan
彭建文
Peng, Chien Wen
林哲群
Lin, Che Chun
學位類別: 碩士
Master
系所名稱: 社會科學學院 - 應用經濟與社會發展英語碩士學位學程(IMES)
International Master's Program of Applied Economics and Social Development(IMES)
論文出版年: 2018
畢業學年度: 106
語文別: 英文
論文頁數: 72
中文關鍵詞: 空間錯置假說工作可及性就業區域發展菲律賓
外文關鍵詞: Spatial mismatch, Job access, Employment, Regional development, Philippines
DOI URL: http://doi.org/10.6814/THE.NCCU.IMES.004.2018.F06
相關次數: 點閱:756下載:11
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  • The spatial mismatch hypothesis states that low access to potential employers or firms is associated with lower employment levels in a region, and that the distribution of these potential jobs and employment levels are not evenly distributed across space. This study aims to test this hypothesis in the context of the Philippines, where a trend of unbalanced regional development is becoming more and more apparent. The results reveal that access to firms has a positive significant effect on employment levels even when controlling for other location and working-age population characteristics. Moreover, the results also show that high-employment and high-access communities are significantly clustered in Manila, to the disadvantage of its neighboring provinces. These findings suggest that access to potential employers is a significant contributor to a region’s employment levels and that initiatives aimed at solving the unemployment problem should give more focus on job creation near underserved workers’ locations.

    I. INTRODUCTION 1
    1.1. Background of the study 1
    1.2. Statement of the problem 3
    1.3. Objectives of the study 4
    1.4. Hypotheses of the study 4
    1.5. Significance of the study 5

    II. REVIEW OF RELATED THEORIES AND LITERATURE 7
    2.1. Theoretical basis 7
    2.2. The spatial mismatch hypothesis 9
    2.3. Spatial mismatch outside the United States 12
    2.4. Testing and quantifying spatial mismatch 13
    2.5. Research gap 15

    III. METHODOLOGY 18
    3.1. Research design 18
    3.2. Study area 19
    3.3. Model variable selection 21
    3.4. Data description and collection method 27
    3.5. Methodological limitations 27
    3.6. Data analysis methods 29
    3.6.1. Hot spot analysis 30
    3.6.2. Ordinary Least Squares (OLS) regression 30
    3.6.3. Spatial regression 32

    IV. EMPIRICAL RESULTS AND DISCUSSION 35
    4.1. Descriptive statistics 36
    4.2. Descriptive spatial statistics 38
    4.3. Regression model results 47
    4.3.1. OLS model results 49
    4.3.2. Checking regression assumptions 49
    4.3.3. Comparison of OLS and spatial regression models 52
    4.4. Discussion of results 55
    4.4.1. Distribution of accessible firms and employment levels 55
    4.4.2. Effects of access to firms on employment levels 57
    4.4.3. Effects of population and location characteristics on employment levels 58

    V. CONCLUSION AND RECOMMENDATIONS 59
    5.1. Conclusion and policy implications 59
    5.2. Recommendations for future research 62

    VI. REFERENCES 65

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