Table 3: What types of households are misclassified?

|_Panel A: Ultra-Poor _|_Househo_|_lds (Dife_|_rences Be_|_tween Tr_|_ue Positiv_|_es and F_|_alse Nega_|_tives)_||
|---|---|---|---|---|---|---|---|---|---|
||**A**<br>|**sset Ind**<br>��|**ex**<br>|**Co**<br>|**nsumpt**<br>��|**ion**<br>||**CDR**<br>��||
||�<br>TP|FN|�<br>Dif.|�<br>TP|FN|�<br>Dif.|�<br>TP|FN|�<br>Dif.|
|Ultra-Poor|1.00|1.00|0.00|1.00|1.00|0.00|1.00|1.00|0.00|
||(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|
|Asset Index|-1.03|1.18|-2.21|-0.34|0.47|-0.81|-0.09|0.25|-0.34|
||(0.49)|(1.34)|(0.17)|(1.09)|(1.69)|(0.23)|(1.16)|(1.70)|(0.24)|
|Consumption|4.21|4.40|-0.19|3.78|4.74|-0.96|4.29|4.32|-0.02|
||(0.70)|(0.62)|(0.11)|(0.32)|(0.56)|(0.07)|(0.60)|(0.71)|(0.11)|
|# Phones|0.89|1.63|-0.74|1.02|1.48|-0.46|1.18|1.33|-0.16|
||(0.68)|(1.12)|(0.15)|(0.73)|(1.14)|(0.16)|(0.61)|(1.21)|(0.15)|
|Food<br>Security|-0.59|-0.51|-0.08|-0.83|-0.32|-0.51|-0.51|-0.58|0.07|
|Index|(1.13)|(1.10)|(0.18)|(1.19)|(0.99)|(0.18)|(1.14)|(1.09)|(0.19)|
|Financial Inclusion|-0.00|0.29|-0.29|0.10|0.19|-0.09|0.16|0.14|0.02|
|Index|(0.79)|(1.02)|(0.15)|(0.80)|(1.02)|(0.15)|(0.98)|(0.88)|(0.16)|
|Psychological Well-|-0.35|-0.13|-0.22|-0.37|-0.12|-0.24|-0.31|-0.17|-0.14|
|being Index|(0.92)|(0.94)|(0.15)|(0.86)|(0.98)|(0.15)|(0.81)|(1.02)|(0.15)|
|CWR Group|0.09|0.01|0.07|0.02|0.08|-0.06|0.06|0.04|0.03|
||(0.44)|(0.12)|(0.05)|(0.12)|(0.41)|(0.05)|(0.40)|(0.24)|(0.06)|

_Panel B: Non-Ultra-Poor Households (Differences Between True Negatives and False Positives)_

||**A**<br>�|**sset Ind**<br>��|**ex**<br>�|**Co**<br>�|**nsumpt**<br>��|**ion**<br>�|�|**CDR**<br>��|�|
|---|---|---|---|---|---|---|---|---|---|
||TN|FP|Dif.|TN|FP|Dif.|TN|FP|Dif.|
|Ultra-Poor|0.00|0.00|0.00|0.00|0.00|0.00|0.00|0.00|0.00|
||(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|(0.00)|
|Asset Index|2.53|-1.08|3.61|2.06|0.94|1.12|1.94|1.43|0.51|
||(2.62)|(0.50)|(0.16)|(2.92)|(1.75)|(0.26)|(2.87)|(2.27)|(0.30)|
|Consumption|4.82|4.57|0.25|4.97|3.98|0.99|4.78|4.74|0.04|
||(0.66)|(0.65)|(0.08)|(0.58)|(0.23)|(0.04)|(0.68)|(0.61)|(0.08)|
|# Phones|2.11|0.96|1.15|1.98|1.52|0.46|1.91|1.80|0.11|
||(1.43)|(0.76)|(0.12)|(1.49)|(0.92)|(0.13)|(1.44)|(1.24)|(0.16)|
|Food<br>Security|0.24|-0.16|0.40|0.24|-0.14|0.37|0.15|0.18|-0.02|
|Index|(0.87)|(1.03)|(0.13)|(0.88)|(0.99)|(0.12)|(0.91)|(0.94)|(0.12)|
|Financial Inclusion|0.80|-0.01|0.82|0.77|0.18|0.59|0.78|0.17|0.61|
|Index|(4.92)|(0.82)|(0.29)|(4.94)|(1.24)|(0.31)|(4.98)|(1.10)|(0.31)|
|Psychological Well-|0.69|0.21|0.47|0.62|0.49|0.13|0.62|0.49|0.13|
|being Index|(0.97)|(0.75)|(0.10)|(0.98)|(0.80)|(0.11)|(0.95)|(0.93)|(0.12)|
|CWR Group|1.30|0.84|0.46|1.23|1.13|0.10|1.26|1.01|0.25|
||(1.00)|(0.96)|(0.12)|(1.03)|(0.94)|(0.12)|(1.01)|(0.98)|(0.12)|

_Notes_ : Table shows the average characteristics, with standard deviations in parentheses, of households that are correctly and incorrectly classified by three different targeting approaches (approaches are indicated by column-group headers: Asset Index; Consumption; and CDR), using the matched sample. Panel A highlights differences between between ultra-poor households correctly classified as ultra-poor (True Positives, TP) and ultra-poor households mis-classified as non-ultra-poor (False Negatives, FN; i.e., exclusion errors). Panel B highlights differences between non-ultra-poor households correctly classified as non-ultrapoor (True Negatives, TN), and non-ultra-poor households misclassified as ultra-poor (False Positives, FP;26 i.e., inclusion errors).