American trade policy towards Sub Saharan Africa –- a meta analysis of AGOA



Table 3: Weighted Least Squares meta regression results

(1)

T-stat

(2)

T-stat

(3)

T-stat

(4)

T-stat

(5)

T-stat

(6)

T-stat

(7)

T-stat

Constant

2.693***

1.932***

-0.253*

-0.572***

-0.406***

-28.82***

-0.360***

(0.077)

(0.079)

(0.101)

(0.097)

(0.109)

(0.001)

(0.006)

no. of explanatory variables

0.0422***

0.0416***

0.0416***

0.0416***

0.0425***

(0.000)

(0.000)

(0.000)

(0.000)

(0.000)

N (in logs)

0.0175***

0.000443

0.00515

-0.00195

-0.0162***

(0.000)

(0.006)

(0.005)

(0.006)

(0.000)

No. of years used (log)

0.0448***

-0.392*

0.0198

-0.269

-0.378***

(0.002)

(0.166)

(0.086)

(0.375)

(0.025)

No. of countries (log)

0.384***

-0.0535***

-0.0642***

-0.0561***

-0.0285***

(0.003)

(0.010)

(0.010)

(0.010)

(0.000)

annual = 1

1.241***

-2.880*

1.092***

(0.190)

(1.214)

(0.031)

selection correction = 1

-0.190***

-0.189***

-0.252***

(0.049)

(0.049)

(0.004)

published = 1

0.0106

2.287*

0.0117***

(0.009)

(0.977)

(0.000)

country effects = 1

-0.283*

0.384

-0.235***

(0.115)

(0.560)

(0.016)

time effects = 1

0.00382

0.0105

-0.00122

(0.046)

(0.048)

(0.004)

cross section = 1

-2.256***

-4.005

-2.485***

(0.320)

(4.257)

(0.044)

other preferences included = 1

0.200***

0.699

0.151***

(0.061)

(3.553)

(0.010)

gravity regression = 1

-0.466***

4.300**

-0.379***

(0.066)

(1.514)

(0.011)

agoa dummy = 1

-2.707***

-2.196***

-2.673***

(0.262)

(0.422)

(0.103)

robust s.e. = 1

-0.144***

-0.139***

0.00619***

(0.016)

(0.017)

(0.001)

product effects = 1

0.153**

-0.864

0.391***

(0.047)

(0.570)

(0.005)

single country analysis = 1

0.834***

0.972***

(0.125)

(0.015)

logged dep. var. = 1

0.288***

-0.116

0.331***

(0.041)

(0.208)

(0.005)

product group = ”All/Total”

-0.00637

-0.0311

(0.056)

(0.068)

product group = ”Apparel & Textiles”

-0.0369

-0.0436

(0.045)

(0.045)

product group = ”Agriculture”

0.0609*

0.0550*

(0.026)

(0.026)

regions included = AGOA countries

-0.0514

-2.874

(0.068)

(3.493)

regions included = AGOA + N. Africa

-0.287***

-6.300**

(0.069)

(2.054)

definition of dep. var. = Exports

-0.214

0.696

(0.264)

(3.502)

definition of dep. var. = Imports

0.156

1.813

(0.245)

(3.455)

time frequency = Annual

0.488**

(0.157)

time frequency = Monthly

-0.0248

-2.959*

(0.134)

(1.208)

econometric method = GMM

-0.00367

-0.657

(0.057)

(0.607)

econometric method = Heckman/Tobit

-0.873***

-2.552

(0.121)

(1.567)

level of aggregation = Aggregate

0.0686+

0.0712+

(0.039)

(0.040)

level of aggregation = Less Aggregate

0.0779*

-2.206*

(0.040)

(0.976)

Precision

0.00449***

-2.228***

2.584***

-0.258+

4.384***

0.0128***

2.489***

(0.000)

(0.009)

(0.342)

(0.149)

(1.056)

(0.000)

(0.107)

Observations

173

173

173

173

173

173

173

goodness of fit-χ2

120496.0

7710.6

862.6

1074.5

836.8

1.31107e+10

316374.3

model χ2

1217.4

114002.8

120850.8

120639.0

120876.6

600194512.9

1.37106e+10

Standard errors in parentheses. All explanatory variables divided by standard error.

The last two columns use the square of the standard error as weights

+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001

Multi-Level Meta-Regression

The final table, Table (4) below presents the multi-level MRA results. We include these results to check
the robustness of our earlier results given that that our coefficients are nested in the individual studies. The
intercept is the only random component included in the 2-level multi-level
MRA. In column (2) in the table,
precision is negative and significant at the 1% level of significance. The number of explanatory variables,
product fixed effects and logged dependent variables contribute to higher to t-statistics holding all else con-
stant. The remaining significant variables in the final column of the table, number of years, cross-sectional

14



More intriguing information

1. The name is absent
2. WP 92 - An overview of women's work and employment in Azerbaijan
3. The name is absent
4. The name is absent
5. Fiscal Rules, Fiscal Institutions, and Fiscal Performance
6. Deprivation Analysis in Declining Inner City Residential Areas: A Case Study From Izmir, Turkey.
7. Pursuit of Competitive Advantages for Entrepreneurship: Development of Enterprise as a Learning Organization. International and Russian Experience
8. From Communication to Presence: Cognition, Emotions and Culture towards the Ultimate Communicative Experience. Festschrift in honor of Luigi Anolli
9. Changing spatial planning systems and the role of the regional government level; Comparing the Netherlands, Flanders and England
10. The name is absent
11. The name is absent
12. WP RR 17 - Industrial relations in the transport sector in the Netherlands
13. A Bayesian approach to analyze regional elasticities
14. NATIONAL PERSPECTIVE
15. Elicited bid functions in (a)symmetric first-price auctions
16. The Value of Cultural Heritage Sites in Armenia: Evidence From a Travel Cost Method Study
17. Recognizability of Individual Creative Style Within and Across Domains: Preliminary Studies
18. ARE VOLATILITY EXPECTATIONS CHARACTERIZED BY REGIME SHIFTS? EVIDENCE FROM IMPLIED VOLATILITY INDICES
19. Weather Forecasting for Weather Derivatives
20. Intertemporal Risk Management Decisions of Farmers under Preference, Market, and Policy Dynamics