Empirical analysis of determinants, distribution and dynamics of poverty:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Frankfurt am Main u.a.
Lang
2007
|
| Series: | Göttinger Studien zur Entwicklungsökonomik
19 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 184 S. graph. Darst. 210 mm x 148 mm |
| ISBN: | 9783631573983 3631573987 |
Staff View
MARC
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| 245 | 1 | 0 | |a Empirical analysis of determinants, distribution and dynamics of poverty |c Kenneth Harttgen |
| 246 | 1 | 3 | |a Four essays on the emperical analysis of dertermants, distribution and dynamics of poverty |
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Record in the Search Index
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| adam_text | Contents
List of Tables
List of Figures
List of Abbreviations
Introduction and Overview
xvi
xvii
xix
1
1 A Regional Puzzle of Child Mortality and Undernutrition 11
1.1 Introduction............................. 12
1.1.1 Child Mortality and Undernutrition............ 12
1.1.2 The South Asia - Sub-Saharan Africa Enigma....... 12
1.2 Methodology............................ 16
1.2.1 Multilevel Analysis..................... 16
1.2.2 The Basic Multilevel Model................ 18
1.2.3 Model Specification .................... 19
1.3 Empirical Analysis......................... 20
1.3.1 Data Description...................... 20
1.3.2 Descriptive Statistics.................... 24
1.3.3 Regression Results..................... 28
1.3.4 Simulations......................... 41
1.4 Conclusion ............................. 42
2 The Impact of HIV on Childrens Welfare 45
2.1 Introduction............................. 46
2.2 Literature Review on the Impact of HIV/AIDS........... 48
2.2.1 Development of the HIV/AIDS Epidemic......... 48
2.2.2 The Macro-Economic Impact of HIV/AIDS........ 49
2.2.3 The Micro-Economic Impact of HIV/AIDS........ 51
2.3 Methodology............................ 53
2.3.1 Survival Model Framework ................ 53
xii_____________________________________________________Contents
2.3.2 Ordinary Least Squares and Logistic Model........ 56
2.4 Empirical Analysis......................... 57
2.4.1 Data Description...................... 57
2.4.2 Descriptive Statistics.................... 59
2.4.3 Estimation Results..................... 67
2.5 Conclusion............................. 77
3 Measuring Pro Poor Growth in Non-Income Dimensions 79
3.1 Introduction............................. 80
3.2 The Concept of Pro-Poor Growth.................. 81
3.2.1 Definition of Pro-Poor Growth............... 81
3.2.2 Multidimensionality of Pro-Poor Growth......... 84
3.3 Methodology............................ 85
3.3.1 The Growth Incidence Curve................ 85
3.3.2 The Non-Income Growth Incidence Curve......... 86
3.3.3 Specification of the Non-Income Indicators........ 88
3.3.4 Limitations of the Indicators................ 91
3.4 Empirical Analysis............. 95
3.4.1 Inequality.............. 95
3.4.2 Pro-Poor Growth.............. . . 103
3.5 Conclusion........... jj9
4 Estimating Vulnerability to Covariate and Idiosyncratic Shocks 121
4.1 Introduction........... 122
4.2 The Concept of Vulnerability .................... 124
4.3 Estimates of Vulnerability..................... 125
4.4 Idiosyncratic and Covariate Shocks................. 127
4.5 Methodology............................ j29
4.5.1 Mean and Variance in Consumption............ 129
4.5.2 Assumptions and Critical Issues ...... 130
4.5.3 Multilevel Analysis .......... 133
^oSrs
4.7 conl,uSrierabilitytoPoverty •::¦ ¦::::::::::::: *
Contents _______________________________________________xiii
Appendix A 155
Appendix B 163
Bibliography 171
List of Tables
1.1 Infant Mortality and Anthropometric Indicators.......... 25
1.2 Summary Statistics......................... 26
1.3 Mortality and Stunting by Asset and Access to Health Facility Index 29
1.4 Regression Results of Infant Mortality............... 31
1.5 Regression Results of Stunting (Old Reference Standard)..... 32
1.6 Regression Results of Stunting (New Reference Standard) .... 33
1.7 Global Regression of Infant Mortality and Stunting........ 40
2.1 HIV Infection Rates......................... 61
2.2 HIV Infection by Asset Index.................... 64
2.3 Child Mortality, Undemutrition, and Education by Asset Index . . 65
2.4 Summary Statistics......................... 67
2.5 Regression Results of Child Mortality (HIV Status of Mother) . . 70
2.6 Regression Results of Child Mortality (HIV Status of Partner) . . 71
2.7 Regression Results of Stunting................... 75
2.8 Regression Results of School Enrollment ............. 76
3.1 Illustration of Pro-Poor Growth Definitions ............ 83
3.2 Income and Non-Income Indicators (Unconditional)........ 98
3.3 Income and Non-Income Indicators (Conditional).........100
3.4 Deciles of the Composite Welfare Index..............102
3.5 Pro-Poor Growth Rates.......................107
4.1 Households with Exposure to Different Shocks..........139
4.2 Correlations of Shocks.......................140
4.3 Summary Statistics.........................141
4.4 Regression Results of Per Capita Consumption ..........143
4.5 Estimated Mean and Standard Deviation..............144
4.6 Vulnerability Decomposition....................146
A.I Scoring Coefficients.........................153
A.2 Regression Results of Infant Mortality (Logistic Regression) ... 154
—__________________.___________________________ List of Tables
A.3 Regression Results of Stunting (Logistic Regression).......155
A.4 Regression Results of Stunting (Logistic Regression).......156
A.5 Regression Results of Stunting (OLS Regression).........157
A.6 Regression Results of Stunting Z-Scores (OLS Regression) .... 158
A.7 Regression Results of Stunting Z-Scores (Multilevel Regression) . 159
A.8 Regression Results of Stunting Z-Scores (Multilevel Regression) . 160
B.I Sample Comparison.............. . . 162
B.2 Regression Results of Mortality (Global Data Set).........163
B.3 Regression Results of Stunting (OLS Regression).........164
B.4 Regression Results of Stunting (Global Data Set).........165
B.5 Regression Results of School Enrollment ........, . . ... 166
B.6 Regression Results of Enrollment (Global Data Set) ........ 167
List of Figures
1.1 Mean Stunting Z-Scores By Age.................. 34
2.1 Number of Reported AIDS Cases.................. 61
2.2 HIV Infection by Age........................ 62
2.3 HIV Infection by Asset Index.................... 63
3.1 GIC (absolute and relative)..................... 103
3.2 NIGIC for Average Education ................... 105
3.3 NIGIC for Individual Education.................. 106
3.4 NIGIC for Gender Gap in Education................ 109
3.5 NIGIC for Vaccinations....................... 112
3.6 NIGIC for Under Five Survival................... 113
3.7 NIGIC for Stunting......................... 116
3.8 NIGIC for the Composite Welfare Index.............. 117
3.9 NIGIC for Education (Burkina Faso)................ 118
4.1 Variance Decomposition in Multilevel Models........... 135
4.2 Cumulative Densities of Vulnerability - Poverty Lines....... 149
4.3 Cumulative Densities of Vulnerability- Probability Thresholds . . 150
B.I Survival Rates by Age ....................... 161
|
| adam_txt |
Contents
List of Tables
List of Figures
List of Abbreviations
Introduction and Overview
xvi
xvii
xix
1
1 A Regional Puzzle of Child Mortality and Undernutrition 11
1.1 Introduction. 12
1.1.1 Child Mortality and Undernutrition. 12
1.1.2 The South Asia - Sub-Saharan Africa Enigma. 12
1.2 Methodology. 16
1.2.1 Multilevel Analysis. 16
1.2.2 The Basic Multilevel Model. 18
1.2.3 Model Specification . 19
1.3 Empirical Analysis. 20
1.3.1 Data Description. 20
1.3.2 Descriptive Statistics. 24
1.3.3 Regression Results. 28
1.3.4 Simulations. 41
1.4 Conclusion . 42
2 The Impact of HIV on Childrens' Welfare 45
2.1 Introduction. 46
2.2 Literature Review on the Impact of HIV/AIDS. 48
2.2.1 Development of the HIV/AIDS Epidemic. 48
2.2.2 The Macro-Economic Impact of HIV/AIDS. 49
2.2.3 The Micro-Economic Impact of HIV/AIDS. 51
2.3 Methodology. 53
2.3.1 Survival Model Framework . 53
xii_Contents
2.3.2 Ordinary Least Squares and Logistic Model. 56
2.4 Empirical Analysis. 57
2.4.1 Data Description. 57
2.4.2 Descriptive Statistics. 59
2.4.3 Estimation Results. 67
2.5 Conclusion. 77
3 Measuring Pro Poor Growth in Non-Income Dimensions 79
3.1 Introduction. 80
3.2 The Concept of Pro-Poor Growth. 81
3.2.1 Definition of Pro-Poor Growth. 81
3.2.2 Multidimensionality of Pro-Poor Growth. 84
3.3 Methodology. 85
3.3.1 The Growth Incidence Curve. 85
3.3.2 The Non-Income Growth Incidence Curve. 86
3.3.3 Specification of the Non-Income Indicators. 88
3.3.4 Limitations of the Indicators. 91
3.4 Empirical Analysis. 95
3.4.1 Inequality. 95
3.4.2 Pro-Poor Growth. . . 103
3.5 Conclusion. jj9
4 Estimating Vulnerability to Covariate and Idiosyncratic Shocks 121
4.1 Introduction. 122
4.2 The Concept of Vulnerability . 124
4.3 Estimates of Vulnerability. 125
4.4 Idiosyncratic and Covariate Shocks. 127
4.5 Methodology. j29
4.5.1 Mean and Variance in Consumption. 129
4.5.2 Assumptions and Critical Issues . 130
4.5.3 Multilevel Analysis . 133
^oSrs
4.7 conl,uSrierabilitytoPoverty •::¦'¦::::::::::::: *
Contents _xiii
Appendix A 155
Appendix B 163
Bibliography 171
List of Tables
1.1 Infant Mortality and Anthropometric Indicators. 25
1.2 Summary Statistics. 26
1.3 Mortality and Stunting by Asset and Access to Health Facility Index 29
1.4 Regression Results of Infant Mortality. 31
1.5 Regression Results of Stunting (Old Reference Standard). 32
1.6 Regression Results of Stunting (New Reference Standard) . 33
1.7 Global Regression of Infant Mortality and Stunting. 40
2.1 HIV Infection Rates. 61
2.2 HIV Infection by Asset Index. 64
2.3 Child Mortality, Undemutrition, and Education by Asset Index . . 65
2.4 Summary Statistics. 67
2.5 Regression Results of Child Mortality (HIV Status of Mother) . . 70
2.6 Regression Results of Child Mortality (HIV Status of Partner) . . 71
2.7 Regression Results of Stunting. 75
2.8 Regression Results of School Enrollment . 76
3.1 Illustration of Pro-Poor Growth Definitions . 83
3.2 Income and Non-Income Indicators (Unconditional). 98
3.3 Income and Non-Income Indicators (Conditional).100
3.4 Deciles of the Composite Welfare Index.102
3.5 Pro-Poor Growth Rates.107
4.1 Households with Exposure to Different Shocks.139
4.2 Correlations of Shocks.140
4.3 Summary Statistics.141
4.4 Regression Results of Per Capita Consumption .143
4.5 Estimated Mean and Standard Deviation.144
4.6 Vulnerability Decomposition.146
A.I Scoring Coefficients.153
A.2 Regression Results of Infant Mortality (Logistic Regression) . 154
—_._ List of Tables
A.3 Regression Results of Stunting (Logistic Regression).155
A.4 Regression Results of Stunting (Logistic Regression).156
A.5 Regression Results of Stunting (OLS Regression).157
A.6 Regression Results of Stunting Z-Scores (OLS Regression) . 158
A.7 Regression Results of Stunting Z-Scores (Multilevel Regression) . 159
A.8 Regression Results of Stunting Z-Scores (Multilevel Regression) . 160
B.I Sample Comparison. . . 162
B.2 Regression Results of Mortality (Global Data Set).163
B.3 Regression Results of Stunting (OLS Regression).164
B.4 Regression Results of Stunting (Global Data Set).165
B.5 Regression Results of School Enrollment ., . '. . 166
B.6 Regression Results of Enrollment (Global Data Set) . 167
List of Figures
1.1 Mean Stunting Z-Scores By Age. 34
2.1 Number of Reported AIDS Cases. 61
2.2 HIV Infection by Age. 62
2.3 HIV Infection by Asset Index. 63
3.1 GIC (absolute and relative). 103
3.2 NIGIC for Average Education . 105
3.3 NIGIC for Individual Education. 106
3.4 NIGIC for Gender Gap in Education. 109
3.5 NIGIC for Vaccinations. 112
3.6 NIGIC for Under Five Survival. 113
3.7 NIGIC for Stunting. 116
3.8 NIGIC for the Composite Welfare Index. 117
3.9 NIGIC for Education (Burkina Faso). 118
4.1 Variance Decomposition in Multilevel Models. 135
4.2 Cumulative Densities of Vulnerability - Poverty Lines. 149
4.3 Cumulative Densities of Vulnerability- Probability Thresholds . . 150
B.I Survival Rates by Age . 161 |
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| series | Göttinger Studien zur Entwicklungsökonomik |
| series2 | Göttinger Studien zur Entwicklungsökonomik |
| spelling | Harttgen, Kenneth Verfasser aut Empirical analysis of determinants, distribution and dynamics of poverty Kenneth Harttgen Four essays on the emperical analysis of dertermants, distribution and dynamics of poverty Frankfurt am Main u.a. Lang 2007 XX, 184 S. graph. Darst. 210 mm x 148 mm txt rdacontent n rdamedia nc rdacarrier Göttinger Studien zur Entwicklungsökonomik 19 Zugl.: Göttingen, Univ., Diss., 2007 u.d.T.: Hartgen, Kenneth: Four essays on the emperical analysis of dertermants, distribution and dynamics of poverty Enfants - Santé et hygiène - Afrique Pauvreté - Afrique Kind Children Health and hygiene Africa Poverty Africa Armut (DE-588)4002963-3 gnd rswk-swf Afrika Entwicklungsländer (DE-588)4014954-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Entwicklungsländer (DE-588)4014954-7 g Armut (DE-588)4002963-3 s DE-604 Göttinger Studien zur Entwicklungsökonomik 19 (DE-604)BV008381787 19 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016431457&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Harttgen, Kenneth Empirical analysis of determinants, distribution and dynamics of poverty Göttinger Studien zur Entwicklungsökonomik Enfants - Santé et hygiène - Afrique Pauvreté - Afrique Kind Children Health and hygiene Africa Poverty Africa Armut (DE-588)4002963-3 gnd |
| subject_GND | (DE-588)4002963-3 (DE-588)4014954-7 (DE-588)4113937-9 |
| title | Empirical analysis of determinants, distribution and dynamics of poverty |
| title_alt | Four essays on the emperical analysis of dertermants, distribution and dynamics of poverty |
| title_auth | Empirical analysis of determinants, distribution and dynamics of poverty |
| title_exact_search | Empirical analysis of determinants, distribution and dynamics of poverty |
| title_exact_search_txtP | Empirical analysis of determinants, distribution and dynamics of poverty |
| title_full | Empirical analysis of determinants, distribution and dynamics of poverty Kenneth Harttgen |
| title_fullStr | Empirical analysis of determinants, distribution and dynamics of poverty Kenneth Harttgen |
| title_full_unstemmed | Empirical analysis of determinants, distribution and dynamics of poverty Kenneth Harttgen |
| title_short | Empirical analysis of determinants, distribution and dynamics of poverty |
| title_sort | empirical analysis of determinants distribution and dynamics of poverty |
| topic | Enfants - Santé et hygiène - Afrique Pauvreté - Afrique Kind Children Health and hygiene Africa Poverty Africa Armut (DE-588)4002963-3 gnd |
| topic_facet | Enfants - Santé et hygiène - Afrique Pauvreté - Afrique Kind Children Health and hygiene Africa Poverty Africa Armut Afrika Entwicklungsländer Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016431457&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV008381787 |
| work_keys_str_mv | AT harttgenkenneth empiricalanalysisofdeterminantsdistributionanddynamicsofpoverty AT harttgenkenneth fouressaysontheempericalanalysisofdertermantsdistributionanddynamicsofpoverty |